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Yiming Sun

Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources

(Karlsruher Forschungsberichte aus dem Institut für Hochleistungsimpuls- und Mikrowellentechnik ; 8)

AutorSun, Yiming

VerlagKIT Scientific Publishing, Karlsruhe

ISBN9783731504672

UmfangXIII, 231 S.

Veröffentlicht
am:
28.04.2016

Erscheinungs-
jahr
2016

VerfügbarkeitAktiv

Downloads:

Für Zitate bitte die folgende URL verwenden:
http://dx.doi.org/10.5445/KSP/1000051503

Abstract

In this work, an innovative real-time microwave control approach is proposed, to improve the temperature homogeneity under microwave heating. Multiple adaptive or intelligent control structures have been developed, including the model predictive control, neural network control and reinforcement learning control methods. Experimental results prove that these advanced control methods can effectively reduce the final temperature derivations and improve the temperature homogeneity.