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2. IntroductionofHEPHAISTOS
tagon [LLHG14] and others. The shape of a microwave cavity signifi-
cantly influencestheelectromagneticfieldmodesthatcanexistwithin
the cavity. According to the number of excited modes, the microwave
cavitycanbeclassifiedinto the followingtwotypes.
• Singlemodecavity
The single mode cavity is designed to operate at a single resonant
mode, which means the amplitude of this resonant frequency is
significantly larger than that of the others. For a single mode cav-
ity with the resonant frequency at f0, its size is normally limited
by the half wavelengthλ0/2 (λ0 is the wavelength), e.g. 6.1 cm at
2.45 GHz. Because of the small size, single mode cavities are in-
appropriate to heat large-scale products, and not widely used in
industrial microwave heating. But on the other hand, for the same
power applied, the electric field strength and the corresponding
microwaveheatingpowerdensity inasinglemodecavity ismuch
higher than a multimode cavity [MM83], therefore it is suitable to
heat low loss dielectric materials. In addition, due to the narrow
frequency band and simple geometry, the EM field distribution
within a single mode cavity can be determined analytically, which
givesdirectguidesofwhereandhowtoput theheated loadtoget
thedesiredheatingcharacteristics [FBLI+95].
•Multimodecavity
Compared with the single mode cavity, the multimode cavity is
much more complex. In general, the size of a multimode cavity is
muchlarger thanasinglemodecavity,whichgivesthemultimode
cavity the ability to handle a wide range of workpieces with dif-
ferent sizes. More important, a large number of different modes
can be excited within a multimode cavity, which leads to a more
uniform EM field distribution and heating pattern than in a sin-
gle mode cavity [HB01]. Due to these reasons, multimode cavities
have been dominantly used in industrial microwave heating ap-
plications[Mer98]. Althoughmultimodecavitiesareconvenientto
use,bothdesignandanalysisofmultimodecavitiesaredifficult.
Averyimportantparameterforbothsinglemodeandmultimodecav-
ities is the quality factorQ, which indicates how much energy is dis-
sipated compared to the total stored energy referring to the resonant
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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