(Izdošanas datums: 08-Apr-2025, Hardback, Izdevniecība: 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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
(Izdošanas datums: 08-Apr-2025, Hardback, Izdevniecība: 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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
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...Lasīt vairāk
The significance of AI in addressing issues such as costly machine maintenance, production inefficiencies, and defective products cannot be overstated. The combination of human expertise and AI technologies, including machine learning, deep learning...Lasīt vairāk
This book presents the latest advances in computational and parametric design engineering, as well as digital tools related to manufacturing. It covers design and manufacturing process such as CAD-based design/manufacturing, parametric design, alg...Lasīt vairāk
Machine Intelligence in Mechanical Engineering explains the latest applications of machine intelligence and data-driven decision-making in mechanical engineering industries. By providing introductory theory, trouble-shooting case studies, d...Lasīt vairāk
Rapid digital transformation is forcing the manufacturing industry to drastically alter its current trajectory for future success. The remarkable convergence of digitalization and manufacturing is reshaping industries, ushering in an era known as In...Lasīt vairāk
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...Lasīt vairāk
(Izdošanas datums: 01-Dec-2023, Hardback, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9781119932444)
The Industry 4.0 revolution is shifting the way that quality engineers, managers, and product developers must think about quality control. Super connectivity, IoT, and big data have enabled a transition from traditional voice of the customer surve...Lasīt vairāk
This book aims to accomplish several objectives. Firstly, it provides readers with an in-depth understanding of the latest technologies driving digital manufacturing and smart factories globally. Secondly, it explores how these technologies can be l...Lasīt vairāk
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 rese...Lasīt vairāk
This book presents peer-reviewed papers from 14th International Conference on Learning Factories (CLF 2024) that took place from April 1719, 2024, at the University of Twente, the Netherlands. CLF 2024 continued the successful CLF conference seri...Lasīt vairāk
