TY  - GEN
AU  - Sun,Yiming
TI  - Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
SN  - KSP/1000051503
PY  - 2016///
PB  - KIT Scientific Publishing
KW  - Bestärkendes Lernenmicrowave heating
KW  - Künstliches neuronales Netz
KW  - Mehrgrößenregelung
KW  - Mikrowellenerwärmung
KW  - multiple-input multiple-output (MIMO)
KW  - Modellprädiktive Regelung
KW  - neural network
KW  - model predictive control (MPC)
KW  - reinforcement learning
N1  - Open Access
N2  - 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
UR  - https://www.ksp.kit.edu/9783731504672
UR  - https://directory.doabooks.org/handle/20.500.12854/40109
ER  -