03569nam 22006615 450 991098336440332120250204115236.09783031814778303181477010.1007/978-3-031-81477-8(CKB)37447304100041(MiAaPQ)EBC31897130(Au-PeEL)EBL31897130(OCoLC)1496394905(DE-He213)978-3-031-81477-8(EXLCZ)993744730410004120250204d2025 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierIndustrial Intelligence: Methods and Applications /by Tianyuan Liu, Jinsong Bao, Yu Zheng, Yuqian Lu1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (498 pages)Springer Series in Advanced Manufacturing,2196-17359783031814761 3031814762 Chapter 1. Industrial Intelligence Overview -- Chapter 2. Basics of Industrial Intelligence -- Chapter 3. Feature Identification and Optimization of Structural Design -- Chapter 4. Structural Analysis of Design Documents -- Chapter 5. Intelligent Design of Assembly Process -- Chapter 6. Intelligent Detection of Industrial Defect Images -- Chapter 7. Manual Work Behavior Detection and Monitoring -- Chapter 8. Human-Machine Collaboration in Manufacturing Process -- Chapter 9. Intelligent Management and Control of Production Operations -- Chapter 10. Equipment Fault Diagnosis and Preventive Maintenance -- Chapter 11. Equipment fault diagnosis and preventive digital twins and industrial intelligence -- Chapter 12. Equipment Fault Diagnosis and Preventive AI+AR-assisted Manufacturing.This book explains the AI algorithms, techniques, and application methods used in manufacturing, and how they contribute to the advancement of industrial intelligence. Industrial artificial intelligence (IAI) is rapidly evolving alongside the development of smart manufacturing, which cannot be achieved without intelligence at its core. IAI enables intelligent and resilient manufacturing systems, making them fault-tolerant, on-demand, and self-organizing. It also provides on-demand manufacturing services to end users by optimally coordinating distributed manufacturing resources, augmented by AI methodologies. This book will be of interest to researchers and professionals in the manufacturing industry.Springer Series in Advanced Manufacturing,2196-1735Industrial engineeringProduction engineeringArtificial intelligenceInternet of thingsIndustrial and Production EngineeringArtificial IntelligenceInternet of ThingsIndustrial engineering.Production engineering.Artificial intelligence.Internet of things.Industrial and Production Engineering.Artificial Intelligence.Internet of Things.670Liu Tianyuan1786121Bao Jinsong1786122Zheng Yu878399Lu Yuqian1786123MiAaPQMiAaPQMiAaPQBOOK9910983364403321Industrial Intelligence: Methods and Applications4333568UNINA