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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.
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.
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.
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.
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].
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.
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.
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.
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].