000			02263cam a2200205 i 4500
020			_a3031045823
020			_a9783031045820
082	0	4	_a658.500285/63
100	1		_aChen, Tin-Chih Toly,
245	1	0	_aArtificial intelligence and lean manufacturing / _cTin-Chih Toly Chen, Yi-Chi Wang
264		1	_aCham, Switzerland : _bSpringer, _c[2022]
300			_avi, 90 pages : _billustrations (some color) ;
490	1		_aSpringerBriefs in applied sciences and technology,
505	0		_aChapter 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
520			_aThis 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
650		0	_aArtificial intelligence
650		0	_aLean manufacturing
700	1		_aWang, Yi-Chi,
942			_2lcc _cBK
999			_c13856 _d13856