Artificial intelligence and lean manufacturing / (Record no. 13856)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02263cam a2200205 i 4500 |
| INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 3031045823 |
| INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031045820 |
| DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 658.500285/63 |
| MAIN ENTRY--AUTHOR NAME | |
| Personal name | Chen, Tin-Chih Toly, |
| TITLE STATEMENT | |
| Title | Artificial intelligence and lean manufacturing / |
| Statement of responsibility, etc | Tin-Chih Toly Chen, Yi-Chi Wang |
| Copyright Date | |
| Place of publication | Cham, Switzerland : |
| Name of publisher | Springer, |
| Year of publication or production | [2022] |
| PHYSICAL DESCRIPTION | |
| Number of Pages | vi, 90 pages : |
| Other physical details | illustrations (some color) ; |
| SERIES STATEMENT | |
| Series statement | SpringerBriefs in applied sciences and technology, |
| FORMATTED CONTENTS NOTE | |
| Formatted contents note | 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 |
| SUMMARY, ETC. | |
| Summary, etc | 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 |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Artificial intelligence |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Lean manufacturing |
| ADDED ENTRY--PERSONAL NAME | |
| Personal name | Wang, Yi-Chi, |
| ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Books |
| Permanent Location | Current Location | Date acquired | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|
| Gabriel Afolabi Ojo Central Library (Headquarters). | Gabriel Afolabi Ojo Central Library (Headquarters). | 11/04/2024 | Q375 .W36 2022 | 0195138 | Books |
| Gabriel Afolabi Ojo Central Library (Headquarters). | Gabriel Afolabi Ojo Central Library (Headquarters). | 11/04/2024 | Q375 .W36 2022 | 0195137 | Books |
| Gabriel Afolabi Ojo Central Library (Headquarters). | Gabriel Afolabi Ojo Central Library (Headquarters). | 11/05/2024 | Q375 .W36 2022 | 0195855 | Books |