| Description |
1 online resource (xviii, 644 pages) : illustrations |
| Series |
Lecture notes in electrical engineering, 1876-1100 ; volume 451 |
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Lecture notes in electrical engineering ; v. 451. 1876-1100
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| Contents |
Intro; Preface; Committees; Contents; About the Editors; 1 How AI Affects the Future Predictive Maintenance: A Primer of Deep Learning; Abstract; 1 Introduction; 2 Deep Learning; 2.1 Artificial Intelligence; 2.2 Computational Intelligence; 2.3 Artificial Neural Networks (ANN); 2.4 Deep Learning (DL); 3 Deep Learning for Predictive Maintenance; 4 Discussions; 5 Conclusions; References; 2 Application of Long Short-Term Memory Neural Network to Sales Forecasting in Retailâ#x80;#x94;A Case Study; Abstract; 1 Introduction; 2 Long Short-Term Memory Neural Network; 3 Experiment and Results |
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4 Discussion and ConclusionsAcknowledgements; References; 3 A Coarse-to-Fine Matching Method in the Line Laser Scanning System; Abstract; 1 Introduction; 2 The Framework of the Proposed Method; 3 Flat Top Laser Model; 4 A Coarse-to-Fine Matching Method; 5 Experiment; 5.1 Simulation; 5.2 The Three-Dimensional Measurement Experiment; 6 Conclusion; Acknowledgements; References; 4 Pose and Position Measurement in Dynamic Optical Coordinate Measure System; Abstract; 1 Introduction; 2 Principle of Dynamic Optical Coordinate Measure System |
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3 Pose Measurement in Dynamic Optical Coordinate Measure System3.1 Design of V-8 Target; 3.2 Simulation Experiment; 3.3 Practical Experiment; 3.4 Recognition Algorithm; 3.5 Complement to Recognition Algorithm; 4 Position Measurement in Dynamic Optical Coordinate Measure System; 4.1 Design of Coded Targets; 4.2 Recognition Algorithm of Coded Targets; 5 Application; 6 Conclusion; Acknowledgements; References; 5 Design of Pin-Point Gate Injection Mould for Shells of Earplugs; Abstract; 1 Process Analysis of Plastic Part; 2 Design of Injection Mould Structure; 2.1 Design of Parting Surface |
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2.2 Cavity Number and Layout2.3 Design of Gating System; 2.3.1 Design of Primary Runner; 2.3.2 Design of Sub-runner; 2.4 Design of Shaped Parts; 2.4.1 Design of Cavity; 2.4.2 Design of Core; 2.5 Design of Cooling System; 3 Structure of Injection Molds; 4 Summary; References; 6 Research on the Principle of Automatic Correcting Machine; Abstract; 1 Introduction; 2 Method for Correcting the Spool; 3 Bending Correcting and T-S Fuzzy Neural Network for Predicting Correcting Stroke; 4 The Design of Automatic Correcting Machine; 5 Conclusion; Acknowledgements; References |
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7 Development on Management System of Automated High-Rise Warehouse for Mid-Small Enterprises Based on DjangoAbstract; 1 Introduction; 2 Introduction and Design of Management System of Automated High-Rise Warehouse; 2.1 Requirement Analysis; 2.2 System Analysis [2]; 2.3 Functional Selection; 3 Modularization Development of Management System of Automated High-Rise Warehouse; 3.1 Introduction of Development Framework; 3.2 Part of the Program Design of Management System of Automated High-Rise Warehouse; 3.3 Communication Protocol Between PLC and the Monitor [8] |
| Summary |
The proceeding brings together a selection of papers from the 7th International Workshop of Advanced Manufacturing and Automation (IWAMA 2017), held in Changshu Institute of Technology, Changshu, China on September 11-12, 2017. Most of the topics are focusing on novel techniques for manufacturing and automation in Industry 4.0. These contributions are vital for maintaining and improving economic development and quality of life. The proceeding will assist academic researchers and industrial engineers to implement the concepts and theories of Industry 4.0 in industrial practice, in order to effectively respond to the challenges posed by the 4th industrial revolution and smart factories |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed February 13, 2018) |
| Subject |
Manufacturing processes -- Automation -- Congresses
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TECHNOLOGY & ENGINEERING -- Industrial Engineering.
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TECHNOLOGY & ENGINEERING -- Industrial Technology.
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TECHNOLOGY & ENGINEERING -- Manufacturing.
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TECHNOLOGY & ENGINEERING -- Technical & Manufacturing Industries & Trades.
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Manufacturing processes -- Automation
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Wang, Kesheng (Engineering teacher), editor
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Wang, Yi, editor
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Strandhagen, Jan Ola, editor.
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Yu, Tao (Professor), editor.
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| ISBN |
9789811057687 |
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9811057680 |
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