001446335 000__ 03719cam\a2200565Ii\4500
001446335 001__ 1446335
001446335 003__ OCoLC
001446335 005__ 20230310003952.0
001446335 006__ m\\\\\o\\d\\\\\\\\
001446335 007__ cr\un\nnnunnun
001446335 008__ 220501s2022\\\\si\a\\\\ob\\\\000\0\eng\d
001446335 019__ $$a1313517039$$a1313899302$$a1314618036
001446335 020__ $$a9783031045837$$q(electronic bk.)
001446335 020__ $$a3031045831$$q(electronic bk.)
001446335 020__ $$z9783031045820
001446335 020__ $$z3031045823
001446335 0247_ $$a10.1007/978-3-031-04583-7$$2doi
001446335 035__ $$aSP(OCoLC)1313479739
001446335 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dGW5XE$$dOCLCO$$dEBLCP$$dOCLCF$$dUKAHL$$dOCLCQ
001446335 049__ $$aISEA
001446335 050_4 $$aTS155
001446335 08204 $$a658.500285/63$$223/eng/20220509
001446335 1001_ $$aChen, Tin-Chih Toly,$$eauthor.
001446335 24510 $$aArtificial intelligence and lean manufacturing /$$cTin-Chih Toly Chen, Yi-Chi Wang.
001446335 264_1 $$aCham :$$bSpringer,$$c[2022]
001446335 264_4 $$c©2022
001446335 300__ $$a1 online resource :$$billustrations (some color).
001446335 336__ $$atext$$btxt$$2rdacontent
001446335 337__ $$acomputer$$bc$$2rdamedia
001446335 338__ $$aonline resource$$bcr$$2rdacarrier
001446335 4901_ $$aSpringerBriefs in applied sciences and technology,$$x2191-5318
001446335 504__ $$aIncludes bibliographical references.
001446335 5050_ $$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.
001446335 506__ $$aAccess limited to authorized users.
001446335 520__ $$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.
001446335 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed May 9, 2022).
001446335 650_0 $$aArtificial intelligence$$xIndustrial applications.
001446335 650_0 $$aLean manufacturing.
001446335 650_6 $$aIntelligence artificielle$$xApplications industrielles.
001446335 650_6 $$aProduction allégée.
001446335 655_0 $$aElectronic books.
001446335 7001_ $$aWang, Yi-Chi,$$eauthor.
001446335 77608 $$iPrint version: $$z3031045823$$z9783031045820$$w(OCoLC)1305912993
001446335 830_0 $$aSpringerBriefs in applied sciences and technology.$$x2191-5318
001446335 852__ $$bebk
001446335 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-04583-7$$zOnline Access$$91397441.1
001446335 909CO $$ooai:library.usi.edu:1446335$$pGLOBAL_SET
001446335 980__ $$aBIB
001446335 980__ $$aEBOOK
001446335 982__ $$aEbook
001446335 983__ $$aOnline
001446335 994__ $$a92$$bISE