9783031045820: Artificial Intelligence and Lean Manufacturing
Couverture souple
ISBN 10 : 3031045823 ISBN 13 : 9783031045820
Editeur : Springer International Publishing AG, 2022

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer International Publishing AG
Date d'édition
2022
Langue
anglais
ISBN 10 
3031045823
ISBN 13 
9783031045820
Reliure
Broché
Numéro d'édition
1
Nombre de pages
96
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