Seite - 46 - in Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
Bild der Seite - 46 -
Text der Seite - 46 -
3. ModelingMicrowaveHeating
For instance, a rectangular dielectric foil is heated to 350 K, and the
temperature of surrounding air is 300 K. For the dielectric materi-
als, it is assumed the corresponding heat conductivities are below 10
W/(m ·K). For example, the conductivity of silicon rubber (the mate-
rial that ismostlyusedinourexperiments) isbetween0.2W/(m·K) to
1.3 W/(m ·K) [Sil12], and the conductivity of CFRP using epoxy ma-
trices is 5W/(m ·K) to 7W/(m ·K) in plane [Tia11]. The second spa-
tial derivative of the temperature is difficult to be defined. Based on
themoderatelyhomogeneousEMfielddistributionwithinHEPHAIS-
TOS, it is feasible to use±0.1K/cm2 as the second spatial derivatives.
Otherparametersareassumedas
%= 0.9, h=20W/(m2 ·K),
Using above values, for a simple cell on the surface (1 cm×1 cm×1
mm)theratesof thermalconduction, convectionandradiationcanbe
calculatedas ∣∣Pcd∣∣<0.01W,
Pcv= −0.1W,
Prd= −0.035W. (3.14)
Above results show that the dissipated power of either thermal con-
vection or thermal radiation is much larger than that of thermal con-
duction, therefore the thermal conduction term in equation 3.13 can
be omitted. Furthermore, the dissipated power of both thermal con-
vectionandthermalradiationareproportional tothetemperaturedif-
ferenceT−Ta and the area of the unit cell l2. In this case, the overall
dissipatedpower is rewrittenas
Pdiss≈Pcv +Prd
≈ − h˜(T)(T−Ta) · l2,
h˜(T) :=h+%σ′(T2+T2a) ·(T+Ta), (3.15)
where h˜(T) isdefinedas theoverallpowerdissipationcoefficient that
contains effects of both thermal convection and thermal radiation.
Substituting the above equation 3.15 into equation 3.12, the resulted
system models has a similar ARMAX form like the models used in
[RCVI99]and[SBA00].
46
Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
- Titel
- Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
- Autor
- Yiming Sun
- Verlag
- KIT Scientific Publishing
- Ort
- Karlsruhe
- Datum
- 2016
- Sprache
- englisch
- Lizenz
- CC BY-SA 3.0
- ISBN
- 978-3-7315-0467-2
- Abmessungen
- 14.8 x 21.0 cm
- Seiten
- 260
- Schlagwörter
- Mikrowellenerwärmung, Mehrgrößenregelung, Modellprädiktive Regelung, Künstliches neuronales Netz, Bestärkendes Lernenmicrowave heating, multiple-input multiple-output (MIMO), model predictive control (MPC), neural network, reinforcement learning
- Kategorie
- Technik