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Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
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Bibliography [RMTV85] G Roussy, A Mercier, JM Theibaut, and J-P Vaubourg. Temperature runaway of microwave heated materials: study and control. Journal of mi- crowavepower, 20(1):47–51,1985. [Rob95] Anthony Robins. Catastrophic forgetting, rehearsal and pseudorehearsal. Connection Science, 7(2):123– 146,1995. [Roj96] Rau´lRojas. Neuralnetworks: asystematic introduction. SpringerScience&BusinessMedia,1996. [RP98] G Roussy and JA Pearce. Foundations and in- dustrial applications of microwaves and radio fre- quency fields. physical and chemical processes. In Optimization of Electrical and Electronic Equipments, 1998. OPTIM’98. Proceedings of the 6th International Conferenceon, volume1,pages115–116. IEEE,1998. [RP06] Edgar Rapoport and Yulia Pleshivtseva. Optimal controlof inductionheatingprocesses. CRCPress,2006. [RRK+92] Dennis W. Ruck, Steven K. Rogers, Matthew Kabrisky, Peter S. Maybeck, and Mark E. Oxley. Comparative analysis of backpropagation and the extended Kalman filter for training multilayer per- ceptrons. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14(6):686–691,1992. [RRTP78] Jacques Richalet, A Rault, JL Testud, and J Pa- pon. Model predictive heuristic control: Applica- tions to industrial processes. Automatica, 14(5):413– 428,1978. [RS07] Rube´n Ruiz and Thomas Stu¨tzle. A simple and ef- fective iterated greedy algorithm for the permuta- tionflowshopschedulingproblem. EuropeanJournal ofOperationalResearch, 177(3):2033–2049,2007. [Rug96] WilsonJRugh. Linearsystemtheory,volume2. pren- ticehallUpperSaddleRiver,NJ,1996. 211
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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
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Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources