Page - 38 - in Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
Image of the Page - 38 -
Text of the Page - 38 -
3. ModelingMicrowaveHeating
y
x
z Aluminum/Teflon Tool
Heated Load
Convection
Microwave Heating
Radiation
Conduction
y
x
z Radiation
Microwave heating
Conduction
Convection
Figure 3.1. Sketchof microwaveheatingsetup.
distribution is controlled and improved, the inner temperature distri-
butioncanbecontrolledandimprovedconsequently.
Besides above two assumptions, it also should be noted that the heat
conduction effect caused by the tool (in figure 3.1) is not included in
themodelingprocess. Inmanycasestheheatconductioneffectcaused
by the tool has a significant influence to the final temperature distri-
bution of the load. It directly determines the accuracy of the control
model (constructedinthischapter),eventhecontrollability[Dor95]of
the entire microwave heating system. However, many practical fac-
tors have to be taken into account to fully analyze this influence and
there is no appropriate way to include it in the control model. Influ-
encesof toolsmadeofdifferentmaterialsarecomparedandexplained
inchapter 5.
3.1. MathematicalModeling
In general, the objective of mathematical modeling is to identify ac-
curate and comprehensive mathematical concepts or equations to de-
scribe the dynamics of a system. Based on the mathematical model,
the future behaviors of a system can be predicted, and different
38
back to the
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