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Machine Learning Applications in Industrial Solid Ash

Machine Learning Applications in Industrial Solid Ash

Paperback

Series: Woodhead Publishing Civil and Structural Engineering

Technology & Engineering

ISBN10: 0443155240
ISBN13: 9780443155246
Publisher: Elsevier
Published: Dec 1 2023
Pages: 314
Weight: 0.93
Height: 0.66 Width: 6.00 Depth: 9.00
Language: English

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. The reference then goes on to discuss ML approaches currently used to address problems in solid ash management and recycling, including solid ash generation, clustering analysis, origin identification, reactivity prediction, leaching potential modelling and metal recovery evaluation, etc. Finally, potential future trends and challenges in the field are discussed.

Offering the ability to process large or complex datasets, machine learning (ML) holds huge potential to reshape the whole status for solid ash management and recycling. This book is the first published book about ML in solid ash management and recycling. It highlights fundamental knowledge and recent advances in this topic, offering readers new insight into how these tools can be utilized to enhance their own work.

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