Machine Learning Applications in Industrial Solid Ash

Machine Learning Applications in Industrial Solid Ash
Author: Chongchong Qi
Publisher: Elsevier
Total Pages: 315
Release: 2023-12-01
Genre: Technology & Engineering
ISBN: 0443155259

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. Machine Learning for Solid Ash Management and Recycling is, as far as the author knows, the first published book about ML in solid ash management and recycling. This book 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. The reference 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. - Helps readers increase their existing knowledge on data mining and ML - Teaches how to apply ML techniques that work best in solid ash management and recycling through providing illustrative examples and complex practice solutions - Provides an accessible introduction to the current state and future possibilities for ML in solid ash management and recycling

Machine Learning Applications in Industrial Solid Ash

Machine Learning Applications in Industrial Solid Ash
Author: Chongchong Qi
Publisher: Elsevier
Total Pages: 314
Release: 2023-12-15
Genre: Technology & Engineering
ISBN: 0443155240

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.

Recent Advances in Material, Manufacturing, and Machine Learning

Recent Advances in Material, Manufacturing, and Machine Learning
Author: Bjorn Schuller
Publisher: CRC Press
Total Pages: 1016
Release: 2024-06-17
Genre: Computers
ISBN: 1040002439

The main aim of the 2nd international conference on recent advances in materials manufacturing and machine learning processes-2023 (RAMMML-23) is to bring together all interested academic researchers, scientists, engineers, and technocrats and provide a platform for continuous improvement of manufactur□ing, machine learning, design and materials engineering research. RAMMML 2023 received an overwhelm□ing response with more than 530 full paper submissions. After due and careful scrutiny, about 120 of them have been selected for presentation. The papers submitted have been reviewed by experts from renowned institutions, and subsequently, the authors have revised the papers, duly incorporating the suggestions of the reviewers. This has led to significant improvement in the quality of the contributions, Taylor & Francis publications, CRC Press have agreed to publish the selected proceedings of the conference in their book series of Advances in Mechanical Engineering and Interdisciplinary Sciences. This enables fast dissemina□tion of the papers worldwide and increases the scope of visibility for the research contributions of the authors.

Solid Waste-Based Materials for Environmental Remediation

Solid Waste-Based Materials for Environmental Remediation
Author: Guanyi Chen
Publisher: CRC Press
Total Pages: 307
Release: 2024-11-21
Genre: Technology & Engineering
ISBN: 1040172040

This book provides a multifaceted examination of solid waste management methods, the preparation, properties, and application of solid waste materials in the remediation of various environmental media, as well as the combination of solid waste materials and artificial intelligence. Based on the latest research results and cutting-edge technologies from around the world, the contributors combine the design principles of solid waste materials with application examples, including a complete system, clear routes, and illustrations. They integrate the idea of ecological civilization, the concept of sustainable development, and engineering innovation thinking, providing a reliable reference for resource recycling and contributing to global low-carbon emission. The book is suitable for teachers and students, as well as researchers, industrial technicians, and managers involved in solid waste resources and environmental remediation.

Sustainable Communication Networks and Application

Sustainable Communication Networks and Application
Author: P. Karrupusamy
Publisher: Springer Nature
Total Pages: 847
Release: 2022-01-17
Genre: Technology & Engineering
ISBN: 9811666059

This book includes high-quality research papers presented at 3rd International Conference on Sustainable Communication Networks and Applications (ICSCN 2021), which is held at Surya Engineering College (SEC), Erode, India, during 29–30 July 2021. This book includes novel and state-of-the-art research discussions that articulate and report all research aspects, including theoretical and experimental prototypes and applications that incorporate sustainability into emerging applications. The book discusses and articulates emerging challenges in significantly reducing the energy consumption of communication systems and also explains development of a sustainable and energy-efficient mobile and wireless communication network. It includes best selected high-quality conference papers in different fields such as Internet of Things, cloud computing, data mining, artificial intelligence, machine learning, autonomous systems, deep learning, neural networks, renewable energy sources, sustainable wireless communication networks, QoS, network sustainability, and many other related areas.

Resource Recovery Technology for Municipal and Rural Solid Waste

Resource Recovery Technology for Municipal and Rural Solid Waste
Author: Zhao Youcai
Publisher: Elsevier
Total Pages: 328
Release: 2023-05-24
Genre: Technology & Engineering
ISBN: 0323958664

Resource Recovery Technology for Municipal and Rural Solid Waste: Classification, Mechanical Separation, Recycling, and Transfer describes the practical considerations in recycling solid waste—from source characterization to recycling of end product—with the aim of maximizing pollution control and resource recovery. Topics covered include source classification models, solid waste treatment and resource recovery, integrated mechanical separation and parameter optimization, and the collection and transfer of classified domestic solid waste. The book details pollution control and resource recovery in every stage of municipal and rural solid waste management for solid waste engineers, environmental scientists, and academics and students in waste management. The book goes into significant detail on each stage of the process, including separation technologies according to the difference of particle size, material density difference, the difference in optical, electrical and magnetic effects of materials, preparation of plastic composites, and production of composite boards with organic waste from domestic solid waste. The book also includes a thorough case study of success in solid waste management using these techniques as an example of the application of these technologies. - Compiles the latest research to deliver a comprehensive reference on pollution control and resource recovery for municipal and rural solid waste, from basic knowledge to actual process engineering - Provides state-of-the-art source classification, mechanical separation, recycling, and transfer for municipal and rural solid waste with optimum strategies - Includes detailed engineering designs, equipment selection, operation, and business models for source classification, mechanical separation, recycling, and transfer for domestic solid waste projects

Software Development Measurement Programs

Software Development Measurement Programs
Author: Miroslaw Staron
Publisher: Springer
Total Pages: 271
Release: 2018-07-13
Genre: Computers
ISBN: 3319918362

This book seeks to promote the structured, standardized and accurate use of software measurement at all levels of modern software development companies. To do so, it focuses on seven main aspects: sound scientific foundations, cost-efficiency, standardization, value-maximization, flexibility, combining organizational and technical aspects, and seamless technology integration. Further, it supports companies in their journey from manual reporting to automated decision support by combining academic research and industrial practice. When scientists and engineers measure something, they tend to focus on two different things. Scientists focus on the ability of the measurement to quantify whatever is being measured; engineers, however, focus on finding the right qualities of measurement given the designed system (e.g. correctness), the system’s quality of use (e.g. ease of use), and the efficiency of the measurement process. In this book, the authors argue that both focuses are necessary, and that the two are complementary. Thus, the book is organized as a gradual progression from theories of measurement (yes, you need theories to be successful!) to practical, organizational aspects of maintaining measurement systems (yes, you need the practical side to understand how to be successful). The authors of this book come from academia and industry, where they worked together for the past twelve years. They have worked with both small and large software development organizations, as researchers and as measurement engineers, measurement program leaders and even teachers. They wrote this book to help readers define, implement, deploy and maintain company-wide measurement programs, which consist of a set of measures, indicators and roles that are built around the concept of measurement systems. Based on their experiences introducing over 40,000 measurement systems at over a dozen companies, they share essential tips and tricks on how to do it right and how to avoid common pitfalls.