A Hardware-In-Loop Digital Twin Approach for Intelligent Optimization of Municipal Solid Waste Incineration : AI and Its Application to Complex Industrial Processes

• Autore: Tang Jiang
• Pubblicazione: Newark : , : John Wiley & Sons, Incorporated, , 2025; ©2026
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (485 pages)
• Soggetto topico: Incinerators - Computer simulation; Incineration - Computer simulation; Digital twins (Computer simulation); Hardware-in-the-loop simulation
• Nota di contenuto: Numerical simulation and modelling analysis on whole industrial process by coupling multiple software -- Conventional pollutant deep modeling using virtual data and real data hybrid-driven -- Trace pollutant modeling using the selective ensemble algorithm -- Trace pollutant modeling based on semi-supervised random forest optimization -- Combustion state identification using VIT-IDFC with global flame feature -- Online combustion state recognition of using IDFC based on convolutional multi-layer feature fusion -- Bayesian optimization (BO)-based interval type-2 fuzzy neural network for furnace temperature control -- Interval type-2 fuzzy broad control with multiple event triggers (MET) for furnace temperature control -- Intelligent optimal control of furnace temperature using multi-loop controller and PSO optimization -- Data-driven multiple objectives multiple controlled variables intelligent optimal control of industrial process -- Hardware-in-loop digital twin platform requirements for industrial process -- Design and realization of hardware-in-loop digital twin platform -- Testing and validation of hardware-in-loop digital twin platform -- Summary and outlook of hardware-in-loop digital twin platform.
• Sommario/riassunto: An expert discussion of intelligent optimization control in complex industrial processes In A Hardware-in-Loop Digital Twin Approach for Intelligent Optimization of Municipal Solid Waste Incineration: AI and Its Application to Complex Industrial Processes, a team of distinguished researchers delivers an innovative new approach to integrating.
• Titolo autorizzato: A Hardware-In-Loop Digital Twin Approach for Intelligent Optimization of Municipal Solid Waste Incineration
• ISBN: 1-394-35402-9; 1-394-35404-5; 1-394-35403-7
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911040926903321
• Lo trovi qui: Univ. Federico II