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2.2. StructureofHEPHAISTOS
The remote control interface functions like a transfer station. It re-
ceives different types of data, including the temperature values, pre-
diction length (used in MPC) and other required information, from
the LabVIEW control interface, and send them to the MATLAB con-
trol system. After thenewcontrol input iscalculatedbytheMATLAB
control system, the remote interface picks it up and further sends it to
the LabVIEW control interface. The communication between the re-
mote interfaceandtheLabVIEWcontrol interface isdonethroughthe
TCP/IPprotocol.
2.2.3. TemperatureMeasurementApproaches
In HEPHAISTOS, there are three different temperature measurement
approaches, including the thermocouple, fiber optic sensor and in-
frared camera. The infrared camera is put right above the metallic
table,whichisusedtoget thewhole temperatureprofileof theheated
workpiece during the heating process. Both thermocouples and fiber
optic sensors can be fixed at any locations using microwave transpar-
enttapes, tomeasurethesurfacetemperatureoftheworkpiece.
Differenttemperaturemeasurementapproacheshavedifferentperfor-
mance in practical experiments. For thermocouples, their presence
in the microwave cavity significantly influence the EM field, lead-
ing to thermal instability and microwave breakdown [PCB+01]. Even
shielded with aluminium or copper backed tape, the shielding itself
will be heated which also affects the measurement accuracy of ther-
mocouples. Compared with thermocouples, the fiber optic sensor is
much more convenient that can be directly used without any shield-
ing or other processing. But the main problem is its large time delay
duringthe temperaturemeasurement.
The figure 2.17 demonstrates the time delay occurred in temperature
measurement using fiber optic sensors. After the microwave sources
are switched on, the temperatures measured by fiber optic sensors
stayed constant for quite a period. The time between switching on
heating power and temperature changes is around 8 s to 10 s. What
is even worse is that this time delay value is not fixed. It differs from
time to time and from sensor to sensor. This time delay brings extra
33
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book Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources"
Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
- Title
- Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
- Author
- Yiming Sun
- Publisher
- KIT Scientific Publishing
- Location
- Karlsruhe
- Date
- 2016
- Language
- English
- License
- CC BY-SA 3.0
- ISBN
- 978-3-7315-0467-2
- Size
- 14.8 x 21.0 cm
- Pages
- 260
- Keywords
- Mikrowellenerwärmung, Mehrgrößenregelung, Modellprädiktive Regelung, Künstliches neuronales Netz, Bestärkendes Lernenmicrowave heating, multiple-input multiple-output (MIMO), model predictive control (MPC), neural network, reinforcement learning
- Category
- Technik