This book describes how AI techniques, such as deep learning, cognitive computing, and machine learning, can be used to analyze massive volumes of data produced by IoT devices in manufacturing environments. Integration of AI-Ba...Loe edasi...
This book summarizes techniques of fault prediction, detection, and identification, all included specifically in the data-driven fault diagnosis requirements within industrial processes, drawing from the combination of data science, machine learni...Loe edasi...
Baicun Wang, Pai Zheng, Lihui Wang, Dimitris Mourtzis
(Ilmumisaeg: 12-Apr-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031821691)
This book presents a set of innovative solutions to human-centric manufacturing systems, offering critical insights and comprehensive application guidelines for understanding how to realize human-centric smart manufacturing by exerting its power a...Loe edasi...
(Ilmumisaeg: 08-Apr-2025, Hardback, Kirjastus: MIT Press, ISBN-13: 9780262049726)
This book covers how to build software products with machine-learning components and provides a holistic view of ML systems built to achieve safety, security, usability, fairness in the real world-- A practical and innovative textbook de...Loe edasi...
(Ilmumisaeg: 02-Apr-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031860904)
This book provides a deep dive into the applications of Artificial Intelligence (AI) in advanced manufacturing and intelligent autonomous systems. Through real-world use cases and cutting-edge insights, it examines how AI, machine learning, IoT, a...Loe edasi...
Soft Computing in Smart Manufacturing and Materials explains the role of soft computing in the manufacturing industries. It presents the techniques, concepts and design principles behind smart soft computing, and describes how they can be appl...Loe edasi...
The text comprehensively discusses computational models including artificial neural networks, agent-based models, and decision field theory for reliability engineering. It will serve as an ideal reference text for graduate students and academic re...Loe edasi...
Intelligent Manufacturing and Industry 4.0: Impact, Trends, and Opportunities focuses on Intelligent manufacturing and the design of smart devices and products that meets the demand of Industry 4.0, manufacturing and cyber-physical systems, along...Loe edasi...
By enabling the conversion of traditional manufacturing systems into contemporary digitalized ones, IoT adoption in manufacturing creates huge economic prospects through reshaping industries. Modern businesses can more readily implement new data-d...Loe edasi...
This book looks at industry change patterns and innovations (such as artificial intelligence, machine learning, big data analysis, and blockchain support and efficiency technology) that are speeding up industrial transformation, industrial infrast...Loe edasi...
The significant objective of this edited book is to bridge the gap between smart manufacturing and big data by exploring the challenges and limitations. Companies employ big data technology in the manufacturing field to acquire data about the prod...Loe edasi...
This book focuses on making the environment sustainable by employing engineering aspects and green computing through concepts of modern education and solutions. It visualizes the potential of artificial intelligence in manufacturing and green technol...Loe edasi...
Advanced Manufacturing Methods: Smart Processes and Modeling for Optimization describes developments in advanced manufacturing processes and applications considering typical and advanced materials. It helps readers implement manufacturing...Loe edasi...
This book focuses on the application of soft computing in materials and manufacturing sectors with the objective to offer an intelligent approach to improve the manufacturing process, material selection and characterization techniques for developi...Loe edasi...
(Ilmumisaeg: 22-Mar-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031864889)
This open access book reports on recent developments of artificial intelligence applications in the manufacturing industry. Gathering contributions to the second European Symposium on Artificial Intelligence in Manufacturing, held on October 16, 2...Loe edasi...
In manufacturing, entrenched challenges like costly maintenance, operational inefficiencies, and product defects loom large, casting shadows over industry progress. Despite the promise of Industry 4.0 and the proliferation of data-driven technologie...Loe edasi...
