A Hardware-in-Loop Digital Twin Approach for Intelligent Optimization of Municipal Solid Waste Incineration
eBook - ePub

A Hardware-in-Loop Digital Twin Approach for Intelligent Optimization of Municipal Solid Waste Incineration

AI and Its Application to Complex Industrial Processes

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

A Hardware-in-Loop Digital Twin Approach for Intelligent Optimization of Municipal Solid Waste Incineration

AI and Its Application to Complex Industrial Processes

About this book

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 virtual mechanism data generated through coupled numerical simulation and orthogonal experimental design with real historical data. The book explains how to create a heterogenous ensemble prediction model for carbon monoxide emissions in municipal solid waste incineration (MSWI) processes.

The authors focus on intelligent optimization control of MSWI processes based on hardware-in-loop DT platforms. They demonstrate AI-driven modeling, control, optimization algorithms in real-world applications, including virtual-real data hybrid-driven deep modeling and intelligent optimal controls based on multiple objectives.

Additional topics include:

  • A thorough introduction to numerical simulation modeling of whole industrial processes
  • Comprehensive explorations of the design, implementation, and validation of hardware-in-loop digital twin platforms
  • Practical discussions of AI-driven modeling, control, and optimization
  • Fulsome descriptions of the skills required to address challenges posed by complex industrial processes

Perfect for environmental engineers and researchers, A Hardware-in-Loop Digital Twin Approach for Intelligent Optimization of Municipal Solid Waste Incineration will also benefit MSWI plant operators and managers, as well as AI and machine learning researchers and developers of environmental monitoring and control systems.

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Yes, you can access A Hardware-in-Loop Digital Twin Approach for Intelligent Optimization of Municipal Solid Waste Incineration by Jiang Tang,Wen Yu,Junfei Qiao in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Table of Contents
  3. Series Page
  4. Title Page
  5. Copyright Page
  6. List of Figures
  7. List of Tables
  8. About the Authors
  9. Preface
  10. Abbreviations
  11. Symbol Meaning
  12. 1 Introduction
  13. Part I: Modeling and Monitoring Based on AI
  14. Part II: Control and Optimization Based on AI and Digital Twin
  15. Part III: Hardware-in-loop Digital Twin Platform Design and Validation
  16. Index
  17. End User License Agreement