tag:blogger.com,1999:blog-3290878764368131932024-03-05T00:10:48.503-08:00Enterprise Logistic Log Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.comBlogger14125tag:blogger.com,1999:blog-329087876436813193.post-66544901277152739252014-04-28T10:03:00.001-07:002014-04-28T10:03:42.889-07:00MicroTrak AIO TestingAfter configuring the MicroTrak, we took the device outside of Strong Hall to see if we could get a signal at the ground station, which was positioned just inside of the building by an open window. The MicroTrak auto transmitted every two minutes and gave us a position of right outside Strong Hall, as expected. The position was also recorded on the APRS website with Google Maps as shown below. We used the call sign KD8WQP.<br />
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Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0tag:blogger.com,1999:blog-329087876436813193.post-31678059571380694392014-04-28T06:21:00.001-07:002014-04-28T06:21:30.847-07:00Go Pro Camera and Additional Power<div class="separator" style="clear: both; text-align: center;">
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" 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" /></a></div>
Go Pro Cameras are designed for extreme sports, so they are light and structurally sound devices, this is why we implied one on our payload. The camera comes with a plastic case mounted on a pivot stand. We used the stand to anchor the camera into the primary payload.<br />
<br />
The Go Pro's internal battery lasts just under two hours in regular conditions. We expect the flight to be around two hours, the payload will experience a large temperature range. The battery will not operate optimally in the colder temperatures, so we added an addition power source. The second power source charges the battery using the micro USB port. The Go Pro uses this port to connect to the USB port of a computer to both charge the Go Pro and download data to the computer. We used a micro USB to USB cable and removed the USB end. We then stripped the cable to reveal four wires, we only utilized the black and red wires for ground and power respectfully. We snipped the extra two wires. We used a nine volt battery for the addition power, a computer supplies five volts out of its USB port, a voltage divider was used to step down the nine volts to five volts.Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0tag:blogger.com,1999:blog-329087876436813193.post-87587600367123797722014-04-27T21:21:00.004-07:002014-04-27T21:21:58.280-07:00Inventek GPS<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEghfJ4P-GC3CR2-UBEKax0GFOw3UOT7UCsq2ZeSW3DkOWiHg_Ko5jPYIhyphenhyphenJF03IqHRgRLwtK2tK50y7WpxIyllZHnA0BKQw4-j6wlw32ocARoE62HLJV3I02a06GPgNWCxV1J2yROeVISFu/s1600/Inventek.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEghfJ4P-GC3CR2-UBEKax0GFOw3UOT7UCsq2ZeSW3DkOWiHg_Ko5jPYIhyphenhyphenJF03IqHRgRLwtK2tK50y7WpxIyllZHnA0BKQw4-j6wlw32ocARoE62HLJV3I02a06GPgNWCxV1J2yROeVISFu/s1600/Inventek.jpg" /></a></div>
<br />
We used the Inventek GPS for our onboard GPS. This device was able to transmit its coordinates through the Laird Comm system as well as store its coordinates on the onboard SD card. <br />
<br />
The GPS could not simply be connected to the Arduino's TX and RX pins. We used these pins for the Laird Comm system, and had to define other pins of the Arduino as TX and RX. Following the instructions on the data sheet found here http://inventeksys.com/specs/ISM300F2_Functional_Spec.pdf we were able to connect the GPS to our Arduino. <br />
<br />
To set pins as TX and RX we used these lines of code.<br />
#define RXPIN 3<br />
#define TXPIN 2<br />
<br />
void setup(){<br />
pinMode(RXPIN,INPUT);<br />
pinMode(TXPIN,OUTPUT);<br />
}<br />
<br />
This set digital pin 3 as RX and digital pin 2 as TX. <br />
<br />
The GPS printed out an NMEA sentence of the type GPGGA. Using the site http://aprs.gids.nl/nmea/ we were able to find which portions of the sentence carried the information we needed. For this project we used latitude, longitude, altitude, and the number of satellites locked on to the GPS. <br />
<br />
The following code was used to parse out the wanted information.<br />
<br />
#include <SoftwareSerial.h><br />
#include <stdlib.h><br />
<br />
#define RXPIN 3<br />
#define TXPIN 2<br />
SoftwareSerial nss(RXPIN, TXPIN);<br />
<br />
#define BUFFSIZ 90 // plenty big<br />
char buffer[BUFFSIZ];<br />
char buffer2[BUFFSIZ];<br />
char *parseptr;<br />
char buffidx;<br />
uint8_t hour, minute, second, year, month, date;<br />
uint32_t latitude, longitude, Satellites, altitude;<br />
<br />
uint8_t groundspeed, trackangle;<br />
char latdir, longdir;<br />
char status;<br />
<br />
float lat, lon;<br />
unsigned long fix_age, time, speedvar, coursevar;<br />
<br />
unsigned long chars;<br />
unsigned short sentences, failed_checksum;<br />
float flat, flon;<br />
<br />
<br />
void setup() { <br />
Serial.begin(9600);<br />
nss.begin(4800);<br />
<br />
pinMode(RXPIN,INPUT);<br />
pinMode(TXPIN,OUTPUT); <br />
}<br />
<br />
void loop()<br />
{<br />
<br />
uint32_t tmp;<br />
<br />
//Serial.print("\n\rread: ");<br />
int found = 0;<br />
int tries = 20;<br />
int itry = 0;<br />
<br />
<br />
<br />
while ((found != 1) || itry > tries){<br />
readline(); <br />
if (buffer[0] != '$'){<br />
buffer2[0]='$';<br />
char nextchar;<br />
int i = 0;<br />
while(buffer[i+1] != '\0')<br />
{<br />
nextchar = buffer[i];<br />
buffer2[i+1] = nextchar;<br />
<br />
<br />
i++;<br />
}<br />
}<br />
// Serial.println(buffer);<br />
if ((strncmp(buffer, "$GPGGA",6) == 0)){<br />
found = 1;<br />
}<br />
itry = itry + 1;<br />
}<br />
<br />
Serial.print("\nbuffer: ");<br />
//Serial.println(buffer);<br />
Serial.print(buffer);<br />
<br />
<br />
parseptr = buffer+7;<br />
tmp = parsedecimal(parseptr);<br />
hour = tmp / 10000;<br />
minute = (tmp / 100) % 100;<br />
second = tmp % 100;<br />
<br />
parseptr = strchr(parseptr, ',') + 1;<br />
<br />
// grab latitude & long data<br />
// latitude<br />
latitude = parsedecimal(parseptr);<br />
if (latitude != 0) {<br />
latitude *= 10000;<br />
parseptr = strchr(parseptr, '.')+1;<br />
latitude += parsedecimal(parseptr);<br />
}<br />
parseptr = strchr(parseptr, ',') + 1;<br />
// read latitude N/S data<br />
if (parseptr[0] != ',') {<br />
latdir = parseptr[0];<br />
}<br />
<br />
//Serial.println(latdir);<br />
<br />
// longitude<br />
parseptr = strchr(parseptr, ',')+1;<br />
longitude = parsedecimal(parseptr);<br />
if (longitude != 0) {<br />
longitude *= 10000;<br />
parseptr = strchr(parseptr, '.')+1;<br />
longitude += parsedecimal(parseptr);<br />
}<br />
parseptr = strchr(parseptr, ',')+1;<br />
// read longitude E/W data<br />
if (parseptr[0] != ',') {<br />
longdir = parseptr[0];<br />
}<br />
<br />
//Satelites<br />
parseptr = strchr(parseptr, ',')+3;<br />
if (parseptr[0] != ',') {<br />
Satellites = parsedecimal(parseptr);<br />
}<br />
<br />
parseptr = strchr(parseptr, ',')+5;<br />
altitude = parsedecimal(parseptr);<br />
if (parseptr[0] != ',') { <br />
altitude *= 100;<br />
parseptr = strchr(parseptr, '.')+1;<br />
altitude += parsedecimal(parseptr);<br />
}<br />
<br />
Serial.print("\nTime: ");<br />
Serial.print(hour, DEC); Serial.print(':');<br />
Serial.print(minute, DEC); Serial.print(':');<br />
Serial.println(second, DEC);<br />
<br />
<br />
Serial.print("Lat: ");<br />
if (latdir == 'N')<br />
Serial.print('+');<br />
else if (latdir == 'S')<br />
Serial.print('-');<br />
<br />
Serial.print(latitude/1000000, DEC); Serial.print('\''); Serial.print(' ');<br />
Serial.print((latitude/10000)%100, DEC); Serial.print('\''); Serial.print(' ');<br />
Serial.print((latitude%10000)*6/1000, DEC); Serial.print('.');<br />
Serial.print(((latitude%10000)*6/10)%100, DEC); Serial.println('"');<br />
<br />
Serial.print("Long: ");<br />
if (longdir == 'E')<br />
Serial.print('+');<br />
else if (longdir == 'W')<br />
Serial.print('-');<br />
Serial.print(longitude/1000000, DEC); Serial.print('\''); Serial.print(' ');<br />
Serial.print((longitude/10000)%100, DEC); Serial.print('\''); Serial.print(' ');<br />
Serial.print((longitude%10000)*6/1000, DEC); Serial.print('.');<br />
Serial.print(((longitude%10000)*6/10)%100, DEC); Serial.println('"');<br />
Serial.print("Alt: ");<br />
Serial.println(((float) altitude / 100.),DEC);<br />
Serial.print("Satellites: ");<br />
Serial.println(Satellites);<br />
<br />
<br />
delay(5000);<br />
<br />
}<br />
<br />
<br />
<br />
uint32_t parsedecimal(char *str) {<br />
uint32_t d = 0;<br />
<br />
while (str[0] != 0) {<br />
if ((str[0] > '9') || (str[0] < '0'))<br />
return d;<br />
d *= 10;<br />
d += str[0] - '0';<br />
str++;<br />
}<br />
return d;<br />
}<br />
<br />
void readline(void) {<br />
char c;<br />
<br />
buffidx = 0; //start at begninning<br />
int started = 0; <br />
while (1) {<br />
//int started = 0;<br />
c=nss.read();<br />
<br />
if (c == 'G'){<br />
started = 1;<br />
}<br />
if (started == 1 && c == '$'){<br />
return;<br />
}<br />
if (c == -1)<br />
continue;<br />
// Serial.print(c);<br />
if (c == '\n')<br />
continue;<br />
if ((buffidx == BUFFSIZ-1) || (c == '\r')) {<br />
buffer[buffidx] = 0;<br />
<br />
return;<br />
}<br />
buffer[buffidx++]= c;<br />
}<br />
}<br />
<a name='more'></a>Note that the latitude and longitude printed here is in degree form. Decimal form is much more useful, and can be plugged into google maps, in our final code I used the print statements here to convert the latitude and longitude into decimal form. It was brought up by another team member that you can simply print the longitude and latitude with no corrections (simply Serial.print(latitude)) and you should get the latitude in decimal form, judging from the GPGGA statement.<br />
<br />
Using this setup we were able to get a fix with 5-8 satellites in a few minutes, and were able to get a lock on our location that was fairly close to that given by google maps. <br />
<br />
Written by: Iain Rhodes<br />
<br />Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0tag:blogger.com,1999:blog-329087876436813193.post-84586231931910616742014-04-27T15:09:00.002-07:002014-04-27T15:09:56.766-07:00Failures on Launch Day: Discussion
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In the launch, a number of failures prevented our successful recovery of our payload as well as the failure to recover sensor and position data remotely during the flight. In the next section, I will detail exactly what went wrong, how we failed to catch the problem before launch, and what kinds of tests can be done in the future to prevent a repeat of our payload's failures.</div>
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\subsection{Launch Performance}</div>
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Our payload suffered from an issue with the FTUs implementation, an issue with lack of range testing the AC4490 radio, a sudden issue with the MicroTrack AIO that was not properly dealt with on launch day, and a mechanical design flaw for our cell tracker payload.</div>
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To start things off, the FTUs design fundamentally worked. The FTU was designed to activate on a timer, turn on (burning through the cord it was attached to), then after 4 seconds turn back off. In order to test the FTU, we used a 12 second timer before the rope would burn. Having successfully tested the FTU, we completed the foam shell that would surround it, attached the proper length of cord to it, weighed it, and placed it in the "complete" section of our work space. This was our first mistake. We should not have placed the FTU in the complete section without setting the timer to the appropriate amount of time. The day of launch, I woke up and remembered that the FTU's timer had not been set to 90 minutes. I therefore changed the program of the FTU to set its timer to what I believed was 90 minutes the morning of launch. The second (and critical) mistake with the FTU was that instead of converting correctly from minutes to milliseconds, I miscalculated by a factor of 60 and accidentally set the timer to 90 seconds. When I told the team about the first FTU issue, they trusted that I had made the correct calculation, resulting in our payload severing its tether to the balloon before launch, exactly 90 seconds after I turned it on at the launch site. We decided to proceed with the launch immediately, and bypassed the FTU, tying the parachute to the balloon with one line rather than one line leading to an FTU and the one below it leading to the parachute.</div>
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Our radio testing for long range was so sparce as to almost be non-existent. When we tested the AC4490, as mentioned in the testing section, we found that the radio had a range in the parking lot of only a couple hundred feet. Rather than dedicate the time to explore the issue, we assumed that the radio wasn't working because of the non-optimal radio conditions present in a parking lot. We should have instead dedicated more time to long range testing the AC4490 (particularly when we were still protoyping it on a breadboard. More thourough testing would have allowed us to potentially maintain radio contact with the payload, allowing us to receive GPS coordinates throughout the flight and recover the payload, as well as collect a copy of the data from the flight remotely.</div>
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Before launch on launch day, we turned on the MicroTrack AIO and the APRS system on the computer and attempted to receive the signal from our MicroTrack. After failing to receive a signal, we called Dr. Pawlowski over to the ground station to help us trouble-shoot our issue. We could not diagnose the issue, and once again assumed that for some reason that would be fixed with better radio conditions, the MicroTrack was not functioning well. We decided to go ahead with our payload's launch immediately anyway. We did not receive any signal from the MicroTrack during our balloon's flight. We had tested the ground station and MicroTrack together in the same configuration the previous afternoon without any issues, so it's unclear what caused our setup to fail the day of launch. One possibility is that the antenna did not have a good electrical connection with the MicroTrack as a result of it hanging freely below the payload. To resolve such an issue, it would have been a better idea to secure the antenna mechanically to the MicroTrack AIO. Additionally, we should not have launched the payload without having received a signal form the MicroTrack.</div>
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Finally, our cellphone tracker suffered a mechanical failure that clinched the failure to recover our payload. Our cell tracker was the simplest and among the lightest of our payloads. It was simply a cellphone encased in a foam shell along with a hand warmer (to preserve battery life). The cell tracker was the lowest of the payloads, hanging below all others. To hold both halves of the foam shell together, we wrapped around the equator with duct tape, which also ran through a loop in the cord securing it to the other payloads. We followed the cell tracker's GPS coordinates after launch to a field, where we found the cell tracker sitting by itself with a part of the duct tape sheared through. We had not tested any of the payloads with the exception of the assembled primary payload for ability to resist forces from the load bearing cord. Had we done so, it would have been easy to see that securing the cell phone via one string running through duct tape along an orientation duct tape is designed to tear would be a bad idea. In order to circumvent this type of failure, future teams should test to see how well their payloads are secured to the line, and emphasize mechanical support over light weight.</div>
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Written By: David Juenemann </div>
Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0tag:blogger.com,1999:blog-329087876436813193.post-11733364834823934482014-04-27T14:10:00.000-07:002014-04-27T14:10:39.101-07:00Communication SystemWe included an Aerocomm AC4490 transceiver in our primary payload to transmit the payload's location as well as atmospheric conditions during the flight of the weather balloon. The Aerocomm AC4490, shown below, features the ability to transmit and receive data over long ranges with a low power requirement of 3.3 Volts.<br />
<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhYhWJqkKyhgITdrP4x2YTsehVqPDSaP9sgkKeIu21DegJV57YS_Jq1bgicsX901gx89mbfFsiOMcdEOJbSQbWjMT1PchvZIbi5jvAYvxhyphenhyphenv5lHLpXR1poV3Zwff3OEekybhRaNclWYdF53/s1600/aerocomm+pic.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhYhWJqkKyhgITdrP4x2YTsehVqPDSaP9sgkKeIu21DegJV57YS_Jq1bgicsX901gx89mbfFsiOMcdEOJbSQbWjMT1PchvZIbi5jvAYvxhyphenhyphenv5lHLpXR1poV3Zwff3OEekybhRaNclWYdF53/s1600/aerocomm+pic.png" height="248" width="320" /></a></div>
The first step for testing a setup for the Aerocomm AC4490 was to find the software used to control it. The Aerocomm requires a program called Laird Technologies Config, as well as drivers appropriate to the tester's operating system. We found the program on Laird's website.<br />
<br />
Next, we set up two Aerocomms on two development boards, ensuring that the switches on the boards were set to Power Conn (wall power), USB config, and 3.3V Radio. The reason we used wall power rather than USB power was that when we attempted to use USB power, the "low power" indicator light would turn on. <br />
<br />
The next step was to connect both Aerocomms via USB to the computer, power each on, and then open the Laird Technologies Config utility. We found that the Laird Technologies Config utility was rather unstable, and would crash if certain operations were done in the wrong order (or sometimes for no discernible reason). With the Aerocomms plugged into the computer and Laird Technologies Config utility on, the next step was to get the Laird software to read the radio. This took several attempts at first. The trick that we found in getting the radio to read was to use the PC settings tab to set the baud rate of the connected radios to 57600, switch to the configure tab, press read radio (it would then fail), then change the baud rate to 9600 and try to read radio again (it would then succeed). Additionally, we set Handshaking to none, Parity to none, Data Bits to 8, and Stop Bits to 1. Lastly, under options in PC settings, "save settings on exit" was checked, "read/write with AT commands" was checked, and the product selected was the AC4490. If additional persuading was required, we would start the process over (from unplugging the dev board), and try first finding ports, then selecting the appropriate one before setting the baud rate to 57600 then 9600.<br />
<br />
On the configure page with a successful read, the radio would display the MAC address of the radio it was set to communicate with, and the channel it was set to transmit on. We set the radios to each others' MAC addresses, and set the channel to the same one (but different than the other team's). Clicking "write radio" then configured the radio with the appropriate settings. Additionally, we set one of the AC4490s to "server mode" and the other to "client mode".<br />
<br />
The next step in testing the AC4490s was to succeed in a range test. By spacing the two setups sufficiently far apart, using wall power to avoid a low power light warnings, we achieved the proper setup for a successful range test. Even with the correct setup, it took a few tries configuring different combinations of radios to get ones that would succeed in sending data back and forth. Once we found two that worked well with each other, we found that the range test success rate climbed to near 100% after a few minutes of transmission.<br />
<br />
With a successful transmission test, we set out to use one of the AC4490s to transmit a message from an arduino to be displayed via the dev board on the laird config utilities software. To accomplish this, we first looked up the pin definitions for the AC4490, which I have included below.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg4heUuLjTzN0LkJW7YAaE-AfVRt14bvbR4FNPXSiyX2ZgguwQG9Ubp_iQB1lfhHdtlWhvHtP_5tlKDUzTuH6QQkgYnCo_tagsqu8rtbk8Cz0cGseAnZ4QBTgMJXW-RCljqRAbJN-PSIk4m/s1600/aerocomm+pins.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg4heUuLjTzN0LkJW7YAaE-AfVRt14bvbR4FNPXSiyX2ZgguwQG9Ubp_iQB1lfhHdtlWhvHtP_5tlKDUzTuH6QQkgYnCo_tagsqu8rtbk8Cz0cGseAnZ4QBTgMJXW-RCljqRAbJN-PSIk4m/s1600/aerocomm+pins.png" height="261" width="320" /></a></div>
Not all of these pins needed to be used, however. In order to send data from the arduino through the AC4490 to the ground station, pins 2, 3, 5, 10, 11 (for long range capability), and 17 needed to be connected to RX, TX, Ground, 3.3V, 3.3V, and pin D2 respectively. We used a breakout to fit the AC4490 on a breadboard with the arduino, pictured below.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjo6OTwWfF1eu6I4F4VSMUXPYcTS6jic4i5Y6yklDG0_htytNTu6zmPJPlq-E3moxpUgHiTInyn1XrT_bc9kMJFgjm5BUmcYrmKiJ8GLJ-gesGFt-Yr-1Fe6pHi3Vjd8aL9i4pFVxS_uBeo/s1600/P1000944.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjo6OTwWfF1eu6I4F4VSMUXPYcTS6jic4i5Y6yklDG0_htytNTu6zmPJPlq-E3moxpUgHiTInyn1XrT_bc9kMJFgjm5BUmcYrmKiJ8GLJ-gesGFt-Yr-1Fe6pHi3Vjd8aL9i4pFVxS_uBeo/s1600/P1000944.JPG" height="240" width="320" /></a></div>
With the AC4490 connected correctly to the arduino, we uploaded code that would print out a message every few seconds. After finding that the AC4490 connected to the dev board was not receiving data, we discovered that disconnecting pin 11 from its 3.3V power supply caused the radio to transmit properly. Further investigation showed that the 3.3V power supply dropped in voltage considerably when in use. By connecting pin 11 to a regulated power supply set to 3.3V, we successfully transmitted data from the arduino to ground station. We overcame the regulation issue by using a voltage divider directly from the battery powering the arduino to pin 11, which maintained a stable 3.3V at pin 11. Below, I have included a picture of a successful transmission from the arduino (connected to sensors) through the AC4490 to the ground station.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEieBzM4OuJz9Z7zU3RDoJN1K0ybJEs_Kp2gHxZki_yUcwcWTjJqZeCBJePAJ4_THuQHW2CuFKJXa8lgHZcz0pQmi93fmoGOuEBAOKQd-g-UP4AqANY-OItE07RFwiChKT8WflWwg15ygfM6/s1600/transmission+test.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEieBzM4OuJz9Z7zU3RDoJN1K0ybJEs_Kp2gHxZki_yUcwcWTjJqZeCBJePAJ4_THuQHW2CuFKJXa8lgHZcz0pQmi93fmoGOuEBAOKQd-g-UP4AqANY-OItE07RFwiChKT8WflWwg15ygfM6/s1600/transmission+test.jpg" height="250" width="320" /></a></div>
The last portion of testing required was a range test on the AC4490. When we completed the payload, we set up the mobile ground station in my car, turned on the payload, and began walking it away from the ground station. After a few hundred feet, the ground station stopped receiving data. We assumed that the fact that the ground station and payload were both in a parking lot around potentially interfering cars played a role and the radio would perform significantly better during launch. With more time, it would have been wise to explore this issue further before launch.<br />
<br />
Written By: David Juenemann<br />
<br />
Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0tag:blogger.com,1999:blog-329087876436813193.post-61205879162885974292014-04-26T16:05:00.000-07:002014-04-26T16:05:50.466-07:00Flight Termination Unit<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjtB8-VBE-vMI8v6S3hC86iGYAf2ooS8h3lvgLc_WMYsmhz6EEd0n2K77XM5o0Ivu9hVijFmcm3hscn28E99bLpRFcBo0e8EDG7EQvyowB8qrA5cCacxlyU0UTJ48qlRuXrnM-zJqb79VLD/s1600/FTU.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjtB8-VBE-vMI8v6S3hC86iGYAf2ooS8h3lvgLc_WMYsmhz6EEd0n2K77XM5o0Ivu9hVijFmcm3hscn28E99bLpRFcBo0e8EDG7EQvyowB8qrA5cCacxlyU0UTJ48qlRuXrnM-zJqb79VLD/s1600/FTU.jpg" height="301" width="320" /></a></div>
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<span style="font-family: "Arial","sans-serif";">We designed the FTU (Flight Termination Unit), pictured above,
to comply with the FAA regulation that “An unmanned free balloon must be
equipped with at least two payload cut down</span></div>
<div class="MsoNormal">
<span style="font-family: "Arial","sans-serif";">systems or
devices that operate independently of each other.”<span style="mso-spacerun: yes;"> </span>Our tow cut down mechanisms include the
balloon popping, and the FTU separating our payload from the balloon.</span></div>
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<br /></div>
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<span style="font-family: "Arial","sans-serif";">We decided to
use a simplified FTU system in order to save time, allowing us to be prepared
for launch window.<span style="mso-spacerun: yes;"> </span>The
FTU itself consists of a 9V battery, an Arduino, a relay, and a small length of
nichrome wire.<span style="mso-spacerun: yes;"> </span>To protect the FTU, we
encased the battery, Arduino, and relay in a styrofoam block.<span style="mso-spacerun: yes;"> </span></span></div>
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<br /></div>
<span style="font-family: "Arial","sans-serif"; font-size: 11.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-bidi-language: AR-SA; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin;">Our FTU would work by
using the delay function to set a timer, then setting a pin to high on the Arduino.<span style="mso-spacerun: yes;"> </span>That pin led to the relay, opening a circuit
from the 9V battery through the nichrome wire to ground.<span style="mso-spacerun: yes;"> </span>The nichrome wire was wrapped around the line
above the parachute and below the balloon.<span style="mso-spacerun: yes;">
</span>Included below is a video demonstration of the FTU cutting through the
same type of cord we used to secure the balloon to the payload.</span><br />
<div class="separator" style="clear: both; text-align: center;">
<br /></div>
<iframe allowfullscreen='allowfullscreen' webkitallowfullscreen='webkitallowfullscreen' mozallowfullscreen='mozallowfullscreen' width='320' height='266' src='https://www.blogger.com/video.g?token=AD6v5dwNPeMt0wGa81RZmMd07WPL5JWaOwQffcM9rsGXYva02B9YVytoPaWArGtKV6cHXqV_61CCMnyON2ZD7HSQqQ' class='b-hbp-video b-uploaded' frameborder='0'></iframe><br />
<br />
Written by: David Juenemann Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0tag:blogger.com,1999:blog-329087876436813193.post-8451357996345643512014-04-26T15:48:00.001-07:002014-04-26T15:48:51.748-07:00Final Arduino Code/*<br />An Arduino code written by Enterprise Logistics<br /><br />4/7/2014<br />Code works with all sensors working plus GPS and writes data to a micro SD and sends data to Comm. System. <br />*/<br /><br />#include <Wire.h> //I2C Arduino Library<br />int tmp102Address = 0x48;<br />byte res;<br />byte msb;<br />byte lsb;<br />int val;<br />int val2;<br /><br />#define address 0x1E //0011110b, I2C 7bit address of HMC5883<br /><br /><br />//Def. for GPS<br />#include <SoftwareSerial.h><br />#include <stdlib.h><br /><br />#define RXPIN 3<br />#define TXPIN 2<br />SoftwareSerial nss(RXPIN, TXPIN);<br /><br />float lathour, latmin, latsec, latsec2, longhour, longmin, longsec, longsec2;<br /><br />#define BUFFSIZ 90 // plenty big<br />char buffer[BUFFSIZ];<br />char buffer2[BUFFSIZ];<br />char *parseptr;<br />char buffidx;<br />uint8_t hour, minute, second, year, month, date;<br />uint32_t latitude, longitude, Satellites, altitude;<br /><br />uint8_t groundspeed, trackangle;<br />char latdir, longdir;<br />char status;<br /><br />float lat, lon;<br />unsigned long fix_age, time, speedvar, coursevar;<br /><br />unsigned long chars;<br />unsigned short sentences, failed_checksum;<br />float flat, flon;<br />//End Def. GPS<br /><br /><br /><br /><br /><br /><br />void setup(){<br /> //Initialize Serial and I2C communications<br /> Serial.begin(9600);<br /> Wire.begin();<br /> <br /> //Put the HMC5883 IC into the correct operating mode<br /> Wire.beginTransmission(address); //open communication with HMC5883<br /> Wire.write(0x02); //select mode register<br /> Wire.write(0x00); //continuous measurement mode<br /> Wire.endTransmission();<br /><br /> nss.begin(4800);<br /> pinMode(RXPIN,INPUT);<br /> pinMode(TXPIN,OUTPUT); <br /> Serial.println("#START");<br />}<br /><br />void loop(){<br /> <br />//Pressure<br /> // read the input on analog pin 6<br /> int sensorValue = analogRead(A6);<br /> // Convert the analog reading (which goes from 0 - 1023) to a voltage (0 - 5V):<br /> float pressvoltage = sensorValue * (5.0 / 1024.0);<br /> //float pressmeasured = (presserrora * pressvoltage + presserrorb) / 0.045 - 4.44;<br /> float pressmeasured = (1/.009*(pressvoltage/5+.095));<br /> <br />//Acceloration<br /> // read the input on analog pin 0<br /> int accelxsensevolt = analogRead(A0);<br /> // Convert the analog reading (which goes from 0 - 1023) to a voltage (0 - 5V):<br /> float accelx = (accelxsensevolt-345.0)/(415-345);<br /> <br /> // read the input on analog pin 1<br /> int accelysensevolt = analogRead(A1);<br /> // Convert the analog reading (which goes from 0 - 1023) to a voltage (0 - 5V):<br /> float accely = (accelysensevolt-347.0)/(416-347);<br /> <br /> // read the input on analog pin 2<br /> int accelzsensevolt = analogRead(A2);<br /> // Convert the analog reading (which goes from 0 - 1023) to a voltage (0 - 5V):<br /> float accelz = (accelzsensevolt-359.0)/(428-359);<br /><br /><br />//Temperature (2 Sensors, can go to 4)<br /> <br /> res = Wire.requestFrom(72,2); <br /> if (res == 2) {<br /> msb = Wire.read();<br /> lsb = Wire.read(); <br /> val = ((msb) << 4); <br /> val |= (lsb >> 4); <br /> }<br /> <br /> res = Wire.requestFrom(73,2); <br /> if (res == 2) {<br /> msb = Wire.read(); <br /> lsb = Wire.read(); <br /> val2 = ((msb) << 4); <br /> val2 |= (lsb >> 4); <br /> }<br /> <br /> <br />//TMP36<br /> int sensorValueTemp = analogRead(A3);<br /> float TempReadingCelcious = map(sensorValueTemp, 20, 358, -40, 125);<br /> float TempFar = ((TempReadingCelcious)*1.80)+32.0+8.3;<br /> <br />//GPS <br /> uint32_t tmp;<br /> int found = 0;<br /> int tries = 20;<br /> int itry = 0;<br /><br /> while ((found != 1) || itry > tries){<br /> readline(); <br /> if (buffer[0] != '$'){<br /> buffer2[0]='$';<br /> char nextchar;<br /> int i = 0;<br /> while(buffer[i+1] != '\0')<br /> {<br /> nextchar = buffer[i];<br /> buffer2[i+1] = nextchar;<br /> <br /> <br /> i++;<br /> }<br /> <br /> }<br /> if ((strncmp(buffer, "$GPGGA",6) == 0)){<br /> found = 1;<br /> }<br /> itry = itry + 1;<br /> }<br /><br /> <br /> parseptr = buffer+7;<br /> tmp = parsedecimal(parseptr); <br /> hour = tmp / 10000;<br /> minute = (tmp / 100) % 100;<br /> second = tmp % 100;<br /> <br /> parseptr = strchr(parseptr, ',') + 1;<br /><br /> // grab latitude & long data<br /> // latitude<br /> latitude = parsedecimal(parseptr);<br /> if (latitude != 0) {<br /> latitude *= 10000;<br /> parseptr = strchr(parseptr, '.')+1;<br /> latitude += parsedecimal(parseptr);<br /> }<br /> parseptr = strchr(parseptr, ',') + 1;<br /> // read latitude N/S data<br /> if (parseptr[0] != ',') {<br /> latdir = parseptr[0];<br /> }<br /> <br /> //Serial.println(latdir);<br /> <br /> // longitude<br /> parseptr = strchr(parseptr, ',')+1;<br /> longitude = parsedecimal(parseptr);<br /> if (longitude != 0) {<br /> longitude *= 10000;<br /> parseptr = strchr(parseptr, '.')+1;<br /> longitude += parsedecimal(parseptr);<br /> }<br /> parseptr = strchr(parseptr, ',')+1;<br /> // read longitude E/W data<br /> if (parseptr[0] != ',') {<br /> longdir = parseptr[0];<br /> }<br /> <br /> //Satelites<br /> parseptr = strchr(parseptr, ',')+3;<br /> if (parseptr[0] != ',') {<br /> Satellites = parsedecimal(parseptr);<br /> }<br /> <br /> parseptr = strchr(parseptr, ',')+5;<br /> altitude = parsedecimal(parseptr);<br /> if (parseptr[0] != ',') { <br /> altitude *= 100;<br /> parseptr = strchr(parseptr, '.')+1;<br /> altitude += parsedecimal(parseptr);<br /> }<br /> <br /> <br />//Magnetometer<br /> int x,y,z; //triple axis data<br /> float mx,my,mz;<br /> //Tell the HMC5883 where to begin reading data<br /> Wire.beginTransmission(address);<br /> Wire.write(0x03); //select register 3, X MSB register<br /> Wire.endTransmission();<br /> //Read data from each axis, 2 registers per axis<br /> Wire.requestFrom(address, 6);<br /> if(6<=Wire.available()){<br /> x = Wire.read()<<8; //X msb<br /> x |= Wire.read(); //X lsb<br /> z = Wire.read()<<8; //Z msb<br /> z |= Wire.read(); //Z lsb<br /> y = Wire.read()<<8; //Y msb<br /> y |= Wire.read(); //Y lsb<br /> }<br /> mx = (210.0/240.0)*x+6.25;<br /> my = (210.0/260.0)*y+60.8;<br /> mz = (320.0/600.0)*(-z)+270;<br /><br />//Here we print each component on one line, seperated by commas.<br /> <br />//Time<br /> Serial.print(hour, DEC); Serial.print(':');<br /> Serial.print(minute, DEC); Serial.print(':');<br /> Serial.print(second, DEC);<br /> Serial.print(",");<br /><br />//Print Accel <br /><br /> Serial.print(accelxsensevolt);<br /> Serial.print(",");<br /> Serial.print(accelysensevolt);<br /> Serial.print(",");<br /> Serial.print(accelzsensevolt);<br /> Serial.print(",");<br /><br />//Print Pressure<br /><br /> Serial.print(pressmeasured);<br /> Serial.print(",");<br /><br /><br />//Print Temp<br /><br /> Serial.print(TempFar);<br /> Serial.print(",");<br /> Serial.print(((val*0.0625)*1.80)+32.0);<br /> Serial.print(",");<br /> Serial.print(((val2*0.0625)*1.80)+32.0);<br /> //Serial.println();<br /> Serial.print(",");<br /><br /><br /> Serial.print(TempFar);<br /><br />//Print Mag<br /><br /> Serial.print(mx);<br /> Serial.print(",");<br /> Serial.print(my);<br /> Serial.print(",");<br /> Serial.print(mz);<br /> Serial.print(",");<br /> Serial.print(sqrt((mx*mx)+(my*my)+(mz*mz)));<br /> Serial.print(",");<br /> <br />//Print GPS<br /><br /> <br /> //Lat<br /> /*<br /> Serial.print(latitude/1000000, DEC); Serial.print('.');<br /> Serial.print((latitude/10000)%100, DEC); <br /> Serial.print((latitude%10000)*6/1000, DEC); <br /> Serial.print(((latitude%10000)*6/10)%100, DEC); Serial.print(",");<br /> */<br /> lathour=(latitude/1000000);<br /> latmin=((latitude/10000)%100);<br /> latsec=(((latitude%10000)*6/1000));<br /> latsec2=((((latitude%10000)*6/10)%100));<br /> <br /> Serial.println(lathour+(latmin/60)+(latsec/36000)+(latsec2/3600), DEC);<br /><br /> <br /> //Long<br /> /*<br /> Serial.print(longitude/1000000, DEC); Serial.print('.'); <br /> Serial.print(((longitude/10000)%100), DEC); <br /> Serial.print((longitude%10000)*6/1000, DEC); <br /> Serial.print(((longitude%10000)*6/10)%100, DEC);<br /> Serial.print(",");<br /> */<br /> longhour=(longitude/1000000);<br /> longmin=((longitude/10000)%100);<br /> longsec=(((longitude%10000)*6/1000));<br /> longsec2=((((longitude%10000)*6/10)%100));<br /><br /> Serial.println(longhour+(longmin/60)+(longsec/36000)+(longsec2/3600), DEC);<br /> <br /> //Alt<br /> Serial.print(((float) altitude / 100.),DEC);<br /> Serial.print(",");<br /><br /> <br /> //Sat<br /> Serial.println(Satellites);<br /><br /> delay(1000);<br />}<br /><br />uint32_t parsedecimal(char *str) {<br /> uint32_t d = 0;<br /> <br /> while (str[0] != 0) {<br /> if ((str[0] > '9') || (str[0] < '0'))<br /> return d;<br /> d *= 10;<br /> d += str[0] - '0';<br /> str++;<br /> }<br /> return d;<br />}<br /><br />void readline(void) {<br /> char c;<br /> <br /> buffidx = 0; //start at begninning<br /> int started = 0; <br /> while (1) {<br /> //int started = 0;<br /> c=nss.read();<br /> <br /> if (c == 'G'){<br /> started = 1;<br /> }<br /> if (started == 1 && c == '$'){<br /> return;<br /> }<br /> if (c == -1)<br /> continue;<br /> // Serial.print(c);<br /> if (c == '\n')<br /> continue;<br /> if ((buffidx == BUFFSIZ-1) || (c == '\r')) {<br /> buffer[buffidx] = 0;<br /> <br /> return;<br /> }<br /> buffer[buffidx++]= c;<br /> }<br />}Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0tag:blogger.com,1999:blog-329087876436813193.post-20914717381519405662014-04-26T12:49:00.005-07:002014-04-26T12:49:52.210-07:00Secondary Tracking System We will be using a Micro-trak AIO as our secondary tracking system. It
is powered by 8 AA batteries and comes with an SMA antenna.<br />
<br />
We had to install the drivers from the Byonics website and configure the
Micro-trak to the port "COM8". We are currently using Dr. Pawlowski's
callsign in the primary configuration tab, which will be changed to
David's callsign once it shows up on the FCC website. It is configured
to auto transmit every 2 minutes and manually transmit every 30 seconds.
We also changed the status text to something unique, specifically
"Enterprise Logistics MT-AIO". Once everything was set, we wrote the
configuration to the device. The Micro-trak is now ready to be tested.<br />
<br />
<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjVsgukdv-kezl5bGE3lAwU6QTBkGfY8AisLY0UqifsIRQ9sYjDBmwE9vtHwpFtornC6f09OBKIkdpMOswNMAGygZzCC3TCVMjkWUFoCWkSsYwBz5CXLu9pqKfT_KXBBI94C7HKA7zlqCc/s1600/Config.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="298" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjVsgukdv-kezl5bGE3lAwU6QTBkGfY8AisLY0UqifsIRQ9sYjDBmwE9vtHwpFtornC6f09OBKIkdpMOswNMAGygZzCC3TCVMjkWUFoCWkSsYwBz5CXLu9pqKfT_KXBBI94C7HKA7zlqCc/s1600/Config.png" width="320" /></a></div>
Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0tag:blogger.com,1999:blog-329087876436813193.post-23666515691682110772014-04-26T12:49:00.002-07:002014-04-26T12:49:15.687-07:00Data Logger Test We will use an OpenLog <a href="https://www.sparkfun.com/products/9530">DEV-09530</a>
MicroSD data logger to record the data collected by the sensors on the
payload. Upon powering up, this device will log data it receives, in
this case through the Arduino's serial pin out (TX1) through the data
logger's RXI pin and record the data to a micro SD card.<br /><br />We found
that no modifications to code used to communicate with sensors was
needed--the Openlog automatically names a file and writes to it. The
below setup was used to test the Openlog.<br />
<br />
<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi6gkKq_2g_oDRhSsQdpRhl0x_3O4oXlJEHmqys-_4o77zUBgOxO6O9aczyRUllAjDFi_TuhWbRlPwuLvVY-lsx8M0rrjEABo_YO2vHJlgzT6RxX1oqQ4cKfneUJmKnU92EEQEX0mYpFng/s1600/P1000927.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi6gkKq_2g_oDRhSsQdpRhl0x_3O4oXlJEHmqys-_4o77zUBgOxO6O9aczyRUllAjDFi_TuhWbRlPwuLvVY-lsx8M0rrjEABo_YO2vHJlgzT6RxX1oqQ4cKfneUJmKnU92EEQEX0mYpFng/s1600/P1000927.JPG" width="320" /></a></div>
Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0tag:blogger.com,1999:blog-329087876436813193.post-29448768812817137992014-04-26T12:48:00.005-07:002014-04-26T12:48:45.726-07:00Magnetometer Test We will use a Triple Axis Magnetometer Breakout - <a href="https://www.sparkfun.com/products/10530">HMC5883L</a>
to detect magnetic field at the payload's location during its flight.
The magnetometer provides a digital signal representative of magnetic in
three axes, and must be provided with 2.16V to 3.6V.<br />
<br />
We used the setup below to test the magnetometer. We uploaded code to
put the data from the magnetometer out through the serial monitor, and
found that the sensor is responsive to the presence of refrigerator
magnets.<br />
<br />
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</div>
<div style="text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgJYF6cFdzprI7CvRSJOgGyrwZXhE0UfnN7YZtqRAGm1O9mED3Jfk-m1jj3vbvmaFYJBZht-Hr6mZFMcZcAggZ7hnSIOj6oiQTu_ny3m5NTS51ug0DOp_CfMgvpLDIrVg-vfXJgGrcDUkI/s1600/P1000924.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgJYF6cFdzprI7CvRSJOgGyrwZXhE0UfnN7YZtqRAGm1O9mED3Jfk-m1jj3vbvmaFYJBZht-Hr6mZFMcZcAggZ7hnSIOj6oiQTu_ny3m5NTS51ug0DOp_CfMgvpLDIrVg-vfXJgGrcDUkI/s1600/P1000924.JPG" width="320" /></a></div>
Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com4tag:blogger.com,1999:blog-329087876436813193.post-75324812961348429232014-04-26T12:48:00.002-07:002014-04-27T21:31:48.659-07:00Accelerometer Test We will use a Triple Axis Accelerometer Breakout - <a href="https://www.sparkfun.com/products/9269">ADXL335</a>
to detect the acceleration of the payload during its flight. The
ADXL335 provides three analog voltages corresponding to acceleration in
each axis, and must be powered by a voltage between 1.8V and 3.6V. <br />
<br />
We used the setup below to test the accelerometer. We created code that
would read voltages in from pins A1, A2, and A3, and ran the code on
the setup. By aligning each axis in turn with g, we could find the base
voltage out as well as the voltage given at 1g. <br />
<br />
We found that the voltage regulation on the Arduino is unreliable,
giving different voltages at its 5V and 3.3V out pins depending on
whether USB powers it or a 9V battery. These voltages affect the
voltages in from the accelerometer, and the conversion to real units ,
so in order to get accurate acceleration data, it will be necessary to
configure the code with the final payload setup.<br />
<br />
<div style="text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj6TeNuDoNuv5c-XT26HOejjh_4Wppg72cVyzxNPo6pYvGlOWbMjPgBrBkGf13ydX8MXYhhvM0DBN2uPMId1ZQPJL51V73-lzw_K1UW4CJWc79fe9BT6A76Pcy6BOksZDtO8u6gYV8F-Mo/s1600/P1000926.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj6TeNuDoNuv5c-XT26HOejjh_4Wppg72cVyzxNPo6pYvGlOWbMjPgBrBkGf13ydX8MXYhhvM0DBN2uPMId1ZQPJL51V73-lzw_K1UW4CJWc79fe9BT6A76Pcy6BOksZDtO8u6gYV8F-Mo/s1600/P1000926.JPG" height="240" width="320" /></a><br />
<br />
<div style="text-align: left;">
In order to print out the accelerations in units of g we used the following formula</div>
<div style="text-align: left;">
<br /></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjNyiFMWi-GioKChstqXCb6mmSaJSlR0S18zxUKZ51nW7KJi-KL4uUtZMCzkRbxIZm6tkKMHT3hEDfjADGmLj1e9_jArc5F5ibBEVKuZx1uRrvXKIxO3xXiACttZnS11bOxGM_H5fEHdkgf/s1600/AccelFormula.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjNyiFMWi-GioKChstqXCb6mmSaJSlR0S18zxUKZ51nW7KJi-KL4uUtZMCzkRbxIZm6tkKMHT3hEDfjADGmLj1e9_jArc5F5ibBEVKuZx1uRrvXKIxO3xXiACttZnS11bOxGM_H5fEHdkgf/s1600/AccelFormula.png" height="94" width="320" /></a></div>
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The same formula is used for the x and y directions. </div>
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In order to test our accelerometer we rotated it, aligning different axis with the direction of gravity, to ensure all gave 1g when appropriate. One sample plot of this is shown below. </div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEik5gA4YtfSDwgqXznXEH_HWUy74FcXyv09aBA3AdljUV7BpGvAUlNUI-U1FwJD9msQoZFs4RmQW_wVd3DOczIpGJmyNNZL0_CgaSvgVICOuXkgX-lQDIRAZQklwo1GI4YdkdqrD6w4EZx-/s1600/accelplot.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEik5gA4YtfSDwgqXznXEH_HWUy74FcXyv09aBA3AdljUV7BpGvAUlNUI-U1FwJD9msQoZFs4RmQW_wVd3DOczIpGJmyNNZL0_CgaSvgVICOuXkgX-lQDIRAZQklwo1GI4YdkdqrD6w4EZx-/s1600/accelplot.jpg" /></a></div>
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Here we rotated the accelerometer so that the z axis was pointed down, and slowly rotated to be flat with the ground. This process was repeated a few times, as you can see.</div>
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</div>
Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0tag:blogger.com,1999:blog-329087876436813193.post-89827323740176040932014-04-26T12:47:00.003-07:002014-04-26T12:47:38.171-07:00Pressure Sensor Test We will use an <a href="http://www.digikey.com/product-search/en?mpart=MPX5100A&vendor=375">MPX5100A-ND analog pressure sensor</a>
to detect atmospheric pressure at the payload's location during its
flight. This pressure sensor sends a voltage corresponding to pressure
to the Arduino, and should be supplied with 5V.<br /><br />We used the setup
below to test out pressure sensor. We created code that would read in a
voltage from pin A0 repeatedly. The datasheet provided for teh MPX5100
series gave a function to interpret the voltage as a real pressure,
which when applied, gave us a reading of 99 KPa, close to the 1 atm
expected.<br />
<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjRHglY6Kzd87Q7DwgK85evNR-p666vXO8dA-rkXYyRZUzb-qmAawlL8ItF7MvDG6CM-cWrRG-nPboAajqTyDAkW7U682j32SOWZQCdV_TVL6GhACh1UjTAqMQaFuehMiYuiG87R5Nki58/s1600/P1000921.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjRHglY6Kzd87Q7DwgK85evNR-p666vXO8dA-rkXYyRZUzb-qmAawlL8ItF7MvDG6CM-cWrRG-nPboAajqTyDAkW7U682j32SOWZQCdV_TVL6GhACh1UjTAqMQaFuehMiYuiG87R5Nki58/s1600/P1000921.JPG" width="320" /></a></div>
Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0tag:blogger.com,1999:blog-329087876436813193.post-5503105702095226932014-04-26T12:47:00.000-07:002014-04-26T14:06:17.606-07:00Temperature Sensor Test<div style="text-align: left;">
We will use two Digital Temperature Sensor Breakout - TMP102s, found <a href="https://www.sparkfun.com/products/11931">here</a>,
to detect the temperature of the payload during its flight. The TMP102
sends a digital signal representing temperature to the Arduino, and
must be supplied by regulated voltage between 1.4V and 3.6V. </div>
<div style="text-align: left;">
<br /></div>
<div style="text-align: left;">
We
used the setup pictured below to initially test our TMP102. After
determining the correct serial port to use under Tools > Serial Port,
we uploaded code to the Arduino. We opened the Serial Moniter to view
the temperature data from the TMP102, and verified its responsiveness to
a change in temperature by touching the Temperature Sensor.</div>
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<div class="MsoNormal" style="text-align: left;">
After finding that the TMP102 was sensitive to temperature
changes, we set out to test the accuracy of the TMP102’s data.<span style="mso-spacerun: yes;"> </span>To test the accuracy, we set up the test with
the following steps:</div>
<div class="MsoListParagraphCxSpFirst" style="text-align: left; text-indent: -0.25in;">
<span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;">\</span></span> 1. Connect the Arduino and TMP102 as pictured
above.</div>
<div class="MsoListParagraphCxSpMiddle" style="text-align: left; text-indent: -0.25in;">
2. Connect the Arduino to a computer to provide the
TMP102 and Arduino with power, as well as allow direct viewing of data stream
via serial monitor.</div>
<div class="MsoListParagraphCxSpMiddle" style="text-align: left; text-indent: -0.25in;">
3. Upload TMP102 code to the Arduino.</div>
<div class="MsoListParagraphCxSpLast" style="text-align: left; text-indent: -0.25in;">
4. Open Serial Monitor to confirm receipt of data.</div>
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At this point, we compared our TMP102’s data to the
temperature measured of the surface of the TMP102 by an infrared thermometer.<span style="mso-spacerun: yes;"> </span>By moving our setup to a variety of settings
at a variety of temperatures, we were able to compare the temperature of the
TMP102 measured by the infrared thermometer to the temperature it
detected.<span style="mso-spacerun: yes;"> </span>As with any procedure
involving an infrared thermometer, we made sure to stand back from the TMP102
to avoid reflected infrared radiation affecting the reported temperature.</div>
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Our first test taking the TMP102 outside showed that it didn’t
cool as quickly as we expected.<span style="mso-spacerun: yes;"> </span>Though
we placed the setup outside in temperatures below freezing, and the infrared
thermometer reported a temperature below freezing, the TMP102 reported a
temperature of approximately 50 degrees Fahrenheit at its minimum, after
several minutes of cooling.<span style="mso-spacerun: yes;"> </span>This 20
degree disparity fell well outside of the accuracy reported in the TMP102’s
data sheet of .5 degrees Celsius.</div>
<div class="MsoNormal" style="text-align: left;">
At this point, we decided an alternate temperature sensor
might be more appropriate to use.<span style="mso-spacerun: yes;"> </span>A
previous year of Capstone used TMP36 temperature sensors, which put out an
analog voltage corresponding to temperature.<span style="mso-spacerun: yes;">
</span>The TMP36’s data sheet shows it to be accurate within 2 degrees Celsius.<span style="mso-spacerun: yes;"> </span>We used the following setup to test both the
temperature sensors in parallel:</div>
<div class="MsoListParagraphCxSpFirst" style="text-align: left; text-indent: -0.25in;">
1. Connect the Arduino and TMP102 as picoted.</div>
<div class="MsoListParagraphCxSpMiddle" style="text-align: left; text-indent: -0.25in;">
2. Connect the TMP36, according to its pin out
below (NOTE: the picture is a bottom view), connecting Pin 1 to 3.3V on the Arduino,
Pin 2 to A6, and Pin 3 to Ground.</div>
<div class="MsoListParagraphCxSpMiddle" style="text-align: left; text-indent: -0.25in;">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjDruwVTozDscumGP-mJa6j2Ibp2Syf7F_tvRW1AG24zvDh71cfFaqG6iUBjXTXZRm0kalDT-MvMWcQwas6XIh5thJInmWXLFtUQZOXtwIV8sCeCInEj8TSdxXxqxkx7hCGTgX7raYg04Jl/s1600/tmp36.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjDruwVTozDscumGP-mJa6j2Ibp2Syf7F_tvRW1AG24zvDh71cfFaqG6iUBjXTXZRm0kalDT-MvMWcQwas6XIh5thJInmWXLFtUQZOXtwIV8sCeCInEj8TSdxXxqxkx7hCGTgX7raYg04Jl/s1600/tmp36.jpg" /></a></div>
<div class="MsoListParagraphCxSpMiddle" style="text-align: left;">
<span style="mso-no-proof: yes;"></span></div>
<div class="MsoListParagraphCxSpMiddle" style="text-align: left; text-indent: -0.25in;">
3. Connect the Computer to the Arduino, to provide
power and allow viewing of the data.</div>
<div class="MsoListParagraphCxSpMiddle" style="text-align: left; text-indent: -0.25in;">
4. Upload code to the Arduino, shown here:</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
#include <Wire.h></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
int tmp102Address = 0x48;</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
void setup() {</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>// put your setup code here, to
run once:</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>Serial.begin(9600);</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>Wire.begin();</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
#define address 0x1E //0011110b, I2C 7bit address of HMC5883</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
}</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
void loop() {</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>// put your main code here, to
run repeatedly: </div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>int tmp36 = analogRead(A6);</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>float tempc =
map(tmp36,20,358,-40,125);</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>float tempf = tempc*1.8+32;</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>Serial.println(tempf);</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>delay(1000);</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>float celsius = getTemperature();</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>//Serial.print("Celsius:
");</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>//Serial.println(celsius);</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>float fahrenheit = (1.8 *
celsius) + 32;<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>Serial.print("Fahrenheit:
");</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>Serial.println(fahrenheit);</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
}</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
float getTemperature(){</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;">
</span>Wire.requestFrom(tmp102Address,2); </div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>byte MSB = Wire.read();</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>byte LSB = Wire.read();</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>//it's a 12bit int, using two's
compliment for negative</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>int TemperatureSum = ((MSB
<< 8) | LSB) >> 4; </div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>float celsius =
TemperatureSum*0.0625;</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
<span style="mso-spacerun: yes;"> </span>return celsius;</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 1in; text-align: left;">
}</div>
<div class="MsoListParagraphCxSpLast" style="text-align: left; text-indent: -0.25in;">
Open Serial monitor to view temperature data from
both the TMP36 and the TMP102.</div>
<div class="MsoNormal" style="text-align: left;">
With the setup complete, we proceeded to test the accuracy
of both sensors, once again using the infrared thermometer.<span style="mso-spacerun: yes;"> </span>Our procedure to test the sensors was as
follows:</div>
<div class="MsoListParagraphCxSpFirst" style="text-align: left; text-indent: -0.25in;">
<span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;"> 1. <span style="font: 7.0pt "Times New Roman";"> </span></span></span>Determine the temperature of the TMP102 using
the infrared thermometer, and record it.</div>
<div class="MsoListParagraphCxSpMiddle" style="text-align: left; text-indent: -0.25in;">
<span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span>2. Record the temperature reported by the TMP36 and
TMP102.</div>
<div class="MsoListParagraphCxSpLast" style="text-align: left; text-indent: -0.25in;">
3. Move to a place with a different temperature,
such as outside, without removing power from the setup or resetting the Arduino.</div>
<div class="MsoNormal" style="text-align: left;">
4. After moving to several places, we found the following data:</div>
<table border="0" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; margin-left: 0px; margin-right: auto; text-align: left; width: 547px;">
<tbody>
<tr style="height: 15.0pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">TMP36</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 1;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Temperature</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">TMP36 reading</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Error</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Adjusted reading</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">New error</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">avg error</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">6.3</span></div>
</td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 2;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">49.1</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">53.6</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">4.5</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">47.3</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">-1.8</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">var</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">3.24</span></div>
</td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 3;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">54.5</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">62.6</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">8.1</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">56.3</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">1.8</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">s^2</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">1.8</span></div>
</td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 4;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">63.5</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">71.6</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">8.1</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">65.3</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">1.8</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 5;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">52.7</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">57.2</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">4.5</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">50.9</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">-1.8</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 6; mso-yfti-lastrow: yes;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">63.5</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">69.8</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">6.3</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">63.5</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">0</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
</tr>
</tbody></table>
<div class="MsoNormal" style="text-align: left;">
<br /></div>
<table border="0" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; margin-left: 0px; margin-right: auto; text-align: left; width: 547px;">
<tbody>
<tr style="height: 15.0pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">TMP102</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 1;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Temperature</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">TMP36 reading</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Error</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Adjusted reading</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">New error</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">avg error</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">1.618</span></div>
</td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 2;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">49.1</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">48.09</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">-1.01</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">46.472</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">-2.628</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">var</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">6.54647</span></div>
</td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 3;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">54.5</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">56.07</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">1.57</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">54.452</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">-0.048</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">s^2</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">2.558607</span></div>
</td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 4;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">63.5</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">64.62</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">1.12</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">63.002</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">-0.498</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 5;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">52.7</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">58.55</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">5.85</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">56.932</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">4.232</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
</tr>
<tr style="height: 15.0pt; mso-yfti-irow: 6; mso-yfti-lastrow: yes;">
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 66.0pt;" valign="bottom" width="88"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">63.5</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 74.0pt;" valign="bottom" width="99"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">64.06</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 35.0pt;" valign="bottom" width="47"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">0.56</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 86.0pt;" valign="bottom" width="115"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">62.442</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 53.0pt;" valign="bottom" width="71"><div align="right" class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; text-align: right;">
<span style="color: black; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">-1.058</span></div>
</td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
<td nowrap="" style="height: 15.0pt; padding: 0in 5.4pt 0in 5.4pt; width: 48.0pt;" valign="bottom" width="64"></td>
</tr>
</tbody></table>
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As shown above, after accounting for offset error in our
initial calibration, the TMP36 showed a more accurate standard deviation of 1.8
degrees Fahrenheit compared to the TMP102’s standard deviation of 2.56 degrees
Fahrenheit.<span style="mso-spacerun: yes;"> </span>Additionally, while the
TMP102 failed to meet its specifications as listed in its data sheet, the TMP36
showed itself to be more accurate than expected.<span style="mso-spacerun: yes;"> </span>Unfortunately, this test occurred on a
relatively warm day, so testing this setup at lower temperatures was impossible
for the moment.</div>
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<div class="MsoNormal" style="text-align: left;">
Written by: David Juenemann </div>
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<br /></div>
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send the data to the data logger, and control the camera servo,
communication system, and flight termination unit.<br /><br />The Arduino Nano, described <a href="https://www.sparkfun.com/products/11931">here</a> and pictured below, provides 3.3V and 5V regulated power, and can be powered by 6-20V externally. <br />
<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgMmWxRuqW8w5HZmrH-qhQ1nH-R5zZ_NdegBPcMj-d7bE8hzOwdzbswdXQzJOmeL6MpnbAXc3k-U6gu5XQhcwZ_xG80ZyEmHvy3iZZyQ6y4Rt298zUdQwczl-z58AVKSccJKwHoH4OmrjE/s1600/P1000928.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgMmWxRuqW8w5HZmrH-qhQ1nH-R5zZ_NdegBPcMj-d7bE8hzOwdzbswdXQzJOmeL6MpnbAXc3k-U6gu5XQhcwZ_xG80ZyEmHvy3iZZyQ6y4Rt298zUdQwczl-z58AVKSccJKwHoH4OmrjE/s1600/P1000928.JPG" width="320" /></a></div>
<br /><br />In order to use the arduino nano, we downloaded the arduino software from <a href="http://arduino.cc/en/Main/Software">here</a>. We installed both the software and appropriate drivers to our respective operating systems, then opened the software.<br /><br />Before connecting the arduino, we selected the "Arduino Nano w/Mega 328" under Tools > Board.<br /><br />We
began testing the arduino by using the example sketch "blink" to cause
an LED to turn on and off. Our next setup modified the code to make 10
LEDs to blink in sequence.Anonymoushttp://www.blogger.com/profile/14068701940684865074noreply@blogger.com0