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Remote Health Monitoring for Asset Management

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45<br />

109<br />

TEMPERATURE (ºC)<br />

40<br />

35<br />

30<br />

25<br />

Steady State<br />

40 degrees<br />

Cooling<br />

99<br />

89<br />

79<br />

TEMPERATURE (ºF)<br />

20<br />

69<br />

15<br />

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16<br />

SENSOR NUMBER<br />

Figure 4.8. Temperature gradient in the test pile during heating and cooling.<br />

59<br />

It was also necessary to establish the time delay <strong>for</strong> the sensor array to respond to a thermal<br />

change relative to the thermocouple, to determine if system per<strong>for</strong>mance would be negatively<br />

impacted by the array design. Because the sensors are embedded in epoxy, it is expected that<br />

some delay will exist between changing thermal conditions outside the array and the actual array<br />

response. Figure 4.9 shows the results of testing to determine how much lag exists from the<br />

sensor array relative to a basic K type thermocouple. The thermocouple was placed directly<br />

along the side of the large array in-line with sensor 5. All other sensors have been removed from<br />

the graph <strong>for</strong> simplicity. At the outset of the test, the thermocouple read 42.4 degrees Celsius,<br />

while the DS18S20 was reading 41.5 degrees. They both cooled <strong>for</strong> almost 18 hours, after which<br />

the thermocouple read 19 degrees and the DS18S20 read 20. The heater was turned on, and the<br />

thermocouple first showed a temperature increase at 8:57am. The DS18S20 showed its first<br />

increase at 9:03am, 6 minutes later. Note that the DS18S20 only has a resolution of 0.5 ºC; such<br />

that the output will not change until 0.5 ºC temperature variation is experienced. At 12:15 the<br />

sensors reached the highest temperature in the test, the thermocouple read 36.5 degrees while the<br />

DS18S20 on the array read 37. Finally, at the end of cooling, the thermocouple showed 19.1<br />

degrees while the DS18S20 was at 20 degrees Celsius. In this test, the sensor array and the<br />

thermocouple reacted very similarly to the heating being applied, and there was only a small lag<br />

(

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