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1. Introduction
Heating is one of the most common processes in the manufacturing
industry for a wide range of applications, including sintering, curing
anddrying. Itplaysanessentialrole inpromotingchemicalandphys-
icalreactions,andimprovingtheprocessabilityofmaterials. Thequal-
ity of heating directly determines the final quality of industrial prod-
ucts. Inconventional industrialheatingequipments, suchasfurnaces,
kilns and autoclaves, heat is generated by the combustion of fuels or
using electric currents, and transferred to the heated material by ei-
ther thermal conduction, convection, radiation, or a combination of
all three.
In conventional heating, all the heating energy required will be firstly
generated on the surface by the thermal radiation or convection, and
then transmitted through the body into the core by the thermal con-
duction. The rate of the heat flow from outside to inside is entirely
determined by the physical properties of the material, such as its con-
ductivity, specific heat capacity and mass density. There is no way to
accelerate the heating flow rate or influence the internal temperature
distribution. Withthesamematerial, thethickertheheatedproduct is,
the longer it takes to transfer theheat to the internalcore. Meanwhile,
a large temperature deviation would occur between the surface and
internalcore,whichcouldbringqualityproblems[Mer98]. Duringthe
whole heating process, a huge amount of energy is lost in heating the
intermediate medium (e.g. hot air), and the corresponding time con-
sumption is also large. Although many proper improvements have
beendoneregardingtoequipmentsizesandoperations, conventional
heating has various problems unsolved. Heating still remains as one
of themostchallengingprocesses tobepreciselycontrolled.
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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