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

• Autore: Sun Yiming
• Pubblicazione: KIT Scientific Publishing, 2016
• Descrizione fisica: 1 electronic resource (XIII, 231 p. p.)
• Soggetto non controllato: Bestärkendes Lernenmicrowave heating; Künstliches neuronales Netz; Mehrgrößenregelung; Mikrowellenerwärmung; multiple-input multiple-output (MIMO); Modellprädiktive Regelung; neural network; model predictive control (MPC); reinforcement learning
• Sommario/riassunto: 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.
• Titolo autorizzato: Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
• ISBN: 1000051503
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910346774803321
• Lo trovi qui: Univ. Federico II