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Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems

Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems
Author: Rui Yang
Publisher: CRC Press
Total Pages: 93
Release: 2022-06-16
Genre: Technology & Engineering
ISBN: 1000594920

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This book provides advanced techniques for precision compensation and fault diagnosis of precision motion systems and rotating machinery. Techniques and applications through experiments and case studies for intelligent precision compensation and fault diagnosis are offered along with the introduction of machine learning and deep learning methods. Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems discusses how to formulate and solve precision compensation and fault diagnosis problems. The book includes experimental results on hardware equipment used as practical examples throughout the book. Machine learning and deep learning methods used in intelligent precision compensation and intelligent fault diagnosis are introduced. Applications to deal with relevant problems concerning CNC machining and rotating machinery in industrial engineering systems are provided in detail along with applications used in precision motion systems. Methods, applications, and concepts offered in this book can help all professional engineers and students across many areas of engineering and operations management that are involved in any part of Industry 4.0 transformation.


Proceedings of the IEEE International Conference on Industrial Technology (ICIT'96)

Proceedings of the IEEE International Conference on Industrial Technology (ICIT'96)
Author:
Publisher: IEEE
Total Pages: 884
Release: 1996-01-01
Genre: Technology & Engineering
ISBN: 9780780331044

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This major international conference presents new ideas and applications results in various areas of industrial electronics. Features a special focus on factory automation, control techniques, and intelligent systems utilization for computer integrated manufacturing contributing the improvements of industrial output. Investigations of microprocessor applications using fuzzy logic, neural networks and other programming methods are also described."


Machine Learning Techniques and Industry Applications

Machine Learning Techniques and Industry Applications
Author: Srivastava, Pramod Kumar
Publisher: IGI Global
Total Pages: 327
Release: 2024-04-16
Genre: Computers
ISBN:

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In today's rapidly evolving world, the exponential growth of data poses a significant challenge. As data volumes increase, traditional methods of analysis and decision-making become inadequate. This surge in data complexity calls for innovative solutions that efficiently extract meaningful insights. Machine learning has emerged as a powerful tool to address this challenge, offering algorithms and techniques to analyze large datasets and uncover hidden patterns, trends, and correlations. Machine Learning Techniques and Industry Applications demystifies machine learning through detailed explanations, examples, and case studies, making it accessible to a broad audience. Whether you're a student, researcher, or practitioner, this book equips you with the knowledge and skills needed to harness the power of machine learning to address diverse challenges. From e-government to healthcare, cyber-physical systems to agriculture, this book explores how machine learning can drive innovation and sustainable development.


Genetic Algorithms in Engineering Systems

Genetic Algorithms in Engineering Systems
Author: Ali M. S. Zalzala
Publisher: IET
Total Pages: 286
Release: 1997
Genre: Computers
ISBN: 9780852969021

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The contributions presented in this book are extended version of commissioned papers from some of the highest quality contributions to the conference. Chosen for their experience in the field, the authors are drawn from academia and industry worldwide. The chapters cover the main fields of work as well as presenting tutorial material in this important subject, which is currently receiving considerable attention from engineers.


Industrial Sensors and Controls in Communication Networks

Industrial Sensors and Controls in Communication Networks
Author: Dong-Seong Kim
Publisher: Springer
Total Pages: 285
Release: 2018-12-11
Genre: Computers
ISBN: 3030049272

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This informative text/reference presents a detailed review of the state of the art in industrial sensor and control networks. The book examines a broad range of applications, along with their design objectives and technical challenges. The coverage includes fieldbus technologies, wireless communication technologies, network architectures, and resource management and optimization for industrial networks. Discussions are also provided on industrial communication standards for both wired and wireless technologies, as well as for the Industrial Internet of Things (IIoT). Topics and features: describes the FlexRay, CAN, and Modbus fieldbus protocols for industrial control networks, as well as the MIL-STD-1553 standard; proposes a dual fieldbus approach, incorporating both CAN and ModBus fieldbus technologies, for a ship engine distributed control system; reviews a range of industrial wireless sensor network (IWSN) applications, from environmental sensing and condition monitoring, to process automation; examines the wireless networking performance, design requirements, and technical limitations of IWSN applications; presents a survey of IWSN commercial solutions and service providers, and summarizes the emerging trends in this area; discusses the latest technologies and open challenges in realizing the vision of the IIoT, highlighting various applications of the IIoT in industrial domains; introduces a logistics paradigm for adopting IIoT technology on the Physical Internet. This unique work will be of great value to all researchers involved in industrial sensor and control networks, wireless networking, and the Internet of Things.


Smart Applications and Data Analysis

Smart Applications and Data Analysis
Author: Mohamed Hamlich
Publisher: Springer Nature
Total Pages: 461
Release: 2023-01-01
Genre: Computers
ISBN: 3031204905

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This book constitutes the refereed proceedings of the 4th International Conference on Smart Applications and Data Analysis, SADASC 2022, held in Marrakesh, Morocco,during September 22–24, 2022. The 24 full papers and 11 short papers included in this book were carefully reviewed andselected from 64 submissions. They were organized in topical sections as follows: AI-Driven Methods 1; Networking technologies & IoT; AI-Driven Methods 2; Green Energy, Computing and Technologies 1; AI-Driven Methods 3; Green Energy, Computing and Technologies 2; Case studies and Cyber-Physical Systems 1; Case studies and Cyber-Physical Systems 2; and Case studies and Cyber-Physical Systems 3.


Smart and Intelligent Systems

Smart and Intelligent Systems
Author: Subhojit Dawn
Publisher: Springer Nature
Total Pages: 589
Release: 2021-08-30
Genre: Technology & Engineering
ISBN: 9811621098

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This book is a collection of high-quality research papers presented at the International Conference on Smart and Intelligent Systems (SIS 2021), which will be held in Velagapudi Ramakrishna Siddhartha Engineering College (VRSEC), Andhra Pradesh, India, during February 25–26, 2021, in virtual mode. It highlights how recent informatics intelligent systems have successfully been used to develop innovative smart techniques and infrastructure in the field of modern engineering and technology. The book will also be of interest to those working in the field of computational intelligence, smart computer network and security analysis, control and automation system, cloud computing, fog computing and IoT, smart grid communication, smart cities, solar cell synthesis and their performance, green technology, and many more. The contents of this book prove useful to researchers and professionals.


Index to IEEE Publications

Index to IEEE Publications
Author: Institute of Electrical and Electronics Engineers
Publisher:
Total Pages: 1260
Release: 1996
Genre: Electric engineering
ISBN:

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Issues for 1973- cover the entire IEEE technical literature.