Artificial intelligence and lean manufacturing / Tin-Chih Toly Chen, Yi-Chi Wang.
2022
TS155
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Can lend chapters, not whole ebooks
Details
Title
Artificial intelligence and lean manufacturing / Tin-Chih Toly Chen, Yi-Chi Wang.
Author
Chen, Tin-Chih Toly, author.
ISBN
9783031045837 (electronic bk.)
3031045831 (electronic bk.)
9783031045820
3031045823
3031045831 (electronic bk.)
9783031045820
3031045823
Published
Cham : Springer, [2022]
Copyright
©2022
Language
English
Description
1 online resource : illustrations (some color).
Item Number
10.1007/978-3-031-04583-7 doi
Call Number
TS155
Dewey Decimal Classification
658.500285/63
Summary
This book applies artificial intelligence to lean production and shows how to practically combine the advantages of these two disciplines. Lean manufacturing originated in Japan and is a well-known tool for improving manufacturers' competitiveness. Prevalent tools for lean manufacturing include Kanban, Pacemaker, Value Stream Map, 5s, Just-in-Time and Pull Manufacturing. Lean Manufacturing and the Toyota Manufacturing System has been successfully applied to various factories and supply chains around the world. A lean manufacturing system can not only reduce wastes and inventory, but also respond to customer needs more immediately. Artificial intelligence is a subject that has attracted much attention recently. Many researchers and practical developers are working hard to apply artificial intelligence to our daily lives, including in factories. For example, fuzzy rules have been established to optimize machine settings. Bionic algorithms have been proposed to solve production sequencing and scheduling problems. Machine learning technologies are applied to detect possible product quality problems and diagnose the health of a machine. This book will be of interest to production engineers, managers, as well as students and researchers in manufacturing engineering.
Bibliography, etc. Note
Includes bibliographical references.
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Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed May 9, 2022).
Added Author
Wang, Yi-Chi, author.
Series
SpringerBriefs in applied sciences and technology. 2191-5318
Available in Other Form
Print version: 9783031045820
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Table of Contents
Chapter 1. Basics in Lean Management
Chapter 2. AI in Manufacturing
Chapter 3. AI Applications to Kaizen Management
Chapter 4. AI Applications to Pull Manufacturing and JIT
Chapter 5. AI Applications to Production Leveling
Chapter 6. AI Applications to Shop Floor Management: 5S, Kanban, SMED
Chapter 7. AI Applications to Value Stream Mapping.
Chapter 2. AI in Manufacturing
Chapter 3. AI Applications to Kaizen Management
Chapter 4. AI Applications to Pull Manufacturing and JIT
Chapter 5. AI Applications to Production Leveling
Chapter 6. AI Applications to Shop Floor Management: 5S, Kanban, SMED
Chapter 7. AI Applications to Value Stream Mapping.