02067nam 2200445z- 450 9910346774803321202102111000051503(CKB)4920000000100775(oapen)https://directory.doabooks.org/handle/20.500.12854/40109(oapen)doab40109(EXLCZ)99492000000010077520202102d2016 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierAdaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple SourcesKIT Scientific Publishing20161 online resource (XIII, 231 p. p.)Karlsruher Forschungsberichte aus dem Institut für Hochleistungsimpuls- und Mikrowellentechnik3-7315-0467-7 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.Technology: general issuesbicsscBestärkendes Lernenmicrowave heatingKünstliches neuronales NetzMehrgrößenregelungMikrowellenerwärmungmodel predictive control (MPC)Modellprädiktive Regelungmultiple-input multiple-output (MIMO)neural networkreinforcement learningTechnology: general issuesSun Yimingauth1322416BOOK9910346774803321Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources3034975UNINA