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Machine Learning Applications in Industrial Solid Ash.

Machine Learning Applications in Industrial Solid Ash begins with fundamentals in solid ash, covering the status of solid ash generation and management. The book moves on to foundational knowledge on ML in solid ash management, which provides a brief introduction of ML for solid ash applications. Th...

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Bibliographic Details
Main Author: Qi, Chongchong
Corporate Author: ScienceDirect (Online service)
Other Authors: Chen, Qiusong, 1959-, Yılmaz, Erol
Format: eBook
Language:English
Published: San Diego : Elsevier, 2023.
Series:Woodhead Publishing Series in Civil and Structural Engineering Series.
Subjects:
Coal ash > Recycling.
Machine learning.
Apprentissage automatique.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Front Cover
  • Machine Learning Applications in Industrial Solid Ash
  • Copyright Page
  • Dedication
  • Contents
  • Preface
  • Acknowledgments
  • 1 Industrial solid ashes generation
  • 1.1 Introduction
  • 1.2 Making and types of industrial solid ashes
  • 1.2.1 Coal ashes
  • 1.2.2 Municipal solid waste
  • 1.2.3 Biomass
  • 1.3 Production amounts of industrial solid ashes
  • 1.3.1 Coal ashes
  • 1.3.2 Municipal solid waste
  • 1.3.3 Biomass
  • References
  • 2 Properties of industrial solid ashes
  • 2.1 Introduction
  • 2.2 Characteristics of coal ashes
  • 2.2.1 Coal fly ash
  • 2.2.1.1 Physical features
  • 2.2.1.2 Mineral features
  • 2.2.1.3 Chemical features
  • 2.2.1.4 Classification
  • 2.2.2 Coal bottom ash
  • 2.2.2.1 Physical features
  • 2.2.2.2 Chemical/mineralogical features
  • 2.3 Characteristics of MSW bottom/fly ash
  • 2.3.1 MSW bottom ash
  • 2.3.1.1 Physical properties
  • 2.3.1.2 Chemical features
  • 2.3.1.3 Mineralogical features
  • 2.3.2 MSW fly ash
  • 2.3.2.1 Physical properties
  • 2.3.2.2 Chemical features
  • 2.3.2.3 Mineralogical features
  • 2.4 Characteristics of biomass bottom/fly ash
  • References
  • 3 Ash management, recycling, and sustainability
  • 3.1 Introduction
  • 3.2 Management of CFA and CBA
  • 3.2.1 Hazards of CFA and CBA
  • 3.2.2 Application and utilization of CFA and CBA
  • 3.2.2.1 Cement and concrete
  • 3.2.2.2 Ceramic industry
  • 3.2.2.3 Brick production
  • 3.2.2.4 Road construction
  • 3.2.2.5 Soil amelioration
  • 3.2.2.6 Zeolites
  • 3.2.2.7 Environmental protection (absorbent)
  • 3.3 MSW bottom ash and fly ash
  • 3.3.1 Cement production
  • 3.3.2 Concrete
  • 3.3.3 Road pavement
  • 3.3.4 Embankment
  • 3.3.5 Soil stabilization
  • 3.3.6 Ceramic and glass
  • 3.4 Biomass bottom/fly ashes
  • References
  • 4 Emerging innovative techniques for ash management
  • 4.1 Introduction
  • 4.2 Geopolymer
  • 4.3 Recovery of REEs
  • 4.4 Carbon nanotubes
  • 4.5 Catalysis
  • 4.6 Silica aerogel
  • References
  • 5 Legal framework for ashes
  • 5.1 Introduction
  • 5.2 Review of coal fly/bottom ash regulations
  • 5.2.1 Legislations for Chinese coal ashes
  • 5.2.2 India
  • 5.2.3 United States
  • 5.2.4 European Union
  • 5.2.5 Australia
  • 5.3 MSW/biomass ash regulations
  • 5.3.1 Legislations for ashes in China
  • 5.3.2 Legislations for ashes in the European Union
  • 5.3.3 Legislations for ashes in the United States