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Industrial Engineering and Applications – Europe : 11th International Conference, ICIEA-EU 2024, Nice, France, January 10–12, 2024, Revised Selected Papers / / edited by Shey-Huei Sheu
| Industrial Engineering and Applications – Europe : 11th International Conference, ICIEA-EU 2024, Nice, France, January 10–12, 2024, Revised Selected Papers / / edited by Shey-Huei Sheu |
| Autore | Sheu Shey-Huei |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (253 pages) |
| Disciplina | 005.3 |
| Collana | Lecture Notes in Business Information Processing |
| Soggetto topico |
Information technology - Management
Control engineering Robotics Automation Industrial engineering Production engineering Business information services Computer Application in Administrative Data Processing Control, Robotics, Automation Industrial and Production Engineering IT in Business |
| ISBN | 3-031-58113-X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Cost-Optimization of Condition-Based Maintenance Policies for a Two-Component Machine System with General Repairs and Process Rejects -- 1 Introduction -- 1.1 Machine, Degradation, and Maintenance -- 1.2 Maintenance and General Types -- 1.3 Types of Condition-Based Maintenance -- 1.4 Degradation and Process Rejects -- 2 The Research Problem -- 2.1 Problem Statement -- 2.2 Objective -- 2.3 Hypothesis of This Study -- 3 Modeling and Formulation -- 3.1 Top-Level Representation -- 3.2 Repair -- 3.3 Replace -- 3.4 Breakdown -- 3.5 Cost Function -- 3.6 Objective Function -- 4 Proposed Methodology for Implementation in Manufacturing Systems -- 5 Case Study -- 6 Discussions -- 7 Conclusion -- References -- Determination of Skilled Worker Requirements for Maintenance Departments Under Stochastic Failure Mode Conditions -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Model Development -- 4 Results and Conclusions -- References -- Empirical Findings on the Current State of Industrial Production Management Systems in the Context of Increasing Digitalization -- 1 Introduction -- 2 Methodology -- 3 Results -- 3.1 Utilized Systems for Production Control -- 3.2 Evaluation of the Systems Currently in Use -- 3.3 Support of the Daily Activities by the Systems -- 3.4 Performance of the Systems with Regards to Daily Work -- 3.5 Provision of System Functionalities -- 3.6 Requirements with Regard to Analysis Capability -- 3.7 Requirements with Regard to Decision Support -- 4 Conclusion -- References -- Process Improvement of Taping for an Assembly Electrical Wiring Harness -- 1 Introduction -- 1.1 Wiring Harness Evolution -- 1.2 Assembly and Tape Harness -- 2 Method -- 2.1 Overview of the Suggested Technique -- 2.2 Workstation Set up a Wire Harness and Jigs Model -- 2.3 Total Tape Time Determination.
2.4 Scheduling Tasks in Sequence According to a Travelling Salesman Problem -- 2.5 Calculating the Distance of Hand-Moving of an Operator in the Absence of Activity -- 2.6 Optimization of Moving Distance and Total Tape Time T Without Any Task M -- 3 Conclusion -- References -- Use of Artificial Intelligence in Occupational Health and Safety in Construction Industry: A Proposed Framework for Saudi Arabia -- 1 Background -- 1.1 Personal Protective Equipment (PPE) -- 1.2 Automated Safety Inspections -- 1.3 Video Analytics and Surveillance -- 1.4 Predictive Maintenance of Equipment -- 1.5 Virtual Reality (VR) Training -- 1.6 Autonomous Vehicles and Equipment -- 1.7 Digital Twins for Safety Simulation -- 2 Construction Industry in Saudi Arabia -- 3 Proposed Framework -- 3.1 Input Module -- 3.2 Intelligent Data Fusion (IDF) Module -- 3.3 AI Decision Making and Reporting Module -- 4 Conclusion -- References -- Path Score Based Approach for Deriving Machine Sequence in Multistage Process -- 1 Introduction -- 2 Related Works -- 3 Proposed Method -- 3.1 Industrial Background -- 3.2 Proposed Method -- 4 Experimental Result -- 4.1 Dataset -- 4.2 Result -- 5 Conclusion -- References -- A Traffic Signal Timing Model with Consideration on Road Configurations, Phase Planning, and Conflict Points at a Signalized T-Intersection Road -- 1 Introduction -- 2 Literature Review -- 2.1 T-Intersections -- 2.2 Traffic Signal Timing Optimization -- 3 Mathematical Modeling -- 4 Scenario Analysis -- 4.1 Base Scenario -- 4.2 Scenario 1: 6-Phase Plan -- 4.3 Scenario 2: 5-Phase Plan -- 4.4 Scenario 3: 4-Phase Plan -- 4.5 Results Analysis -- 5 Conclusions and Recommendations -- References -- Lateral Stability Control for Four Independent Wheel Vehicles Considering the Surrounding Condition -- 1 Introduction -- 2 Four Independent Wheel Vehicles Model. 3 Lateral Stability Coordination Controller Considering the Surrounding Condition -- 3.1 Trajectory Tracking Controller -- 3.2 Weighted Matrix Adjusting Strategy -- 4 Simulation Verification -- 4.1 Numerical Simulation -- 4.2 MATLAB-CarSim Cosimulation -- 5 Conclusion -- References -- Design of an Interactive Scheduling Heuristic-Based Application -- 1 Introduction -- 2 Method -- 2.1 Determine User Requirements -- 2.2 Identify Contents -- 2.3 System Design -- 2.4 Usability Testing -- 3 Results and Discussion -- 3.1 User Requirements -- 3.2 Software Algorithm -- 3.3 Usability Test Results -- 4 Conclusion -- References -- A New Data-Driven Modelling Framework for Moisture Content Prediction in Continuous Pharmaceutical Tablet Manufacturing -- 1 Introduction -- 2 Methodology -- 2.1 Processing Materials -- 2.2 The Experimental Work -- 2.3 Model Framework Strategy -- 2.4 Modelling Development -- 3 Results and Discussions -- 3.1 Experimental Analysis -- 3.2 Performance of Individual Models -- 3.3 Performance of Averaging Model -- 3.4 Performance of Stacking Model -- 4 Conclusion -- References -- Solving the Car Sequencing Problem with Cross-Ratio Constraints Using Constraint Programming Approach -- 1 Introduction and Literature Review -- 2 Methodology -- 2.1 Problem Definition -- 2.2 Constraint Programming (CP) Approach -- 3 Numerical Experiments -- 3.1 Case Study Problems -- 3.2 Computational Results -- 4 Discussion and Conclusions -- References -- Picking Optimization in U-Shaped Corridors with a Movable Depot -- 1 Introduction -- 2 Literature Review -- 3 Problem Description -- 4 Sequencing of Picking Operations -- 5 Optimization of the Depot Location -- 5.1 The Basic Algorithm -- 5.2 The ZoomIn Algorithm -- 6 Computational Experiments -- 6.1 Instances -- 6.2 1D Case: Comparison with State-of-the-Art Algorithms. 6.3 2D Case: Allowing the Depot Out of the Central Axis of the Corridor -- 7 Conclusion -- References -- Sustainable and Energy-Efficient Industrial Systems: Modelling the Environmental Impact of Logistics Facilities -- 1 Introduction -- 2 Research Background -- 2.1 Lighting Systems in Logistics Facilities -- 2.2 Warehouse Heating and Cooling Through Heat Pumps -- 2.3 Building Envelope's Thermal Insulation -- 3 Methodology -- 4 Simulation Model -- 4.1 Base Case Scenario -- 4.2 Scenario A -- 4.3 Scenario B -- 4.4 Scenario C -- 4.5 Scenario D -- 5 Results and Discussion -- 6 Conclusions -- References -- Zero-Inflated Poisson Tensor Factorization for Sparse Purchase Data in E-Commerce Markets -- 1 Introduction -- 2 Related Work -- 2.1 Tensor Factorization -- 2.2 Zero-Inflated Poisson -- 3 Proposed Method -- 3.1 ZIP Distribution Model -- 3.2 Mixture Ratio Individualization -- 4 Experiments and Discussion -- 4.1 Data Sets and Evaluation Indicators -- 4.2 Comparative Analysis of Factorization Algorithms -- 4.3 Comparative Analysis of Prediction Models -- 4.4 Qualitative Evaluation of the Mixture Ratio -- 5 Conclusion and Future Work -- A Computational Time -- B ZICMP Distribution Model -- References -- Hybrid Predictive Modeling for Automotive After-Sales Pricing: Integrating BiLSTM-Attention and Fuzzy Logic -- 1 Introduction -- 2 Related Work -- 2.1 BiLSTM-Attention Model -- 2.2 Fuzzy-Logic Model -- 3 Background -- 3.1 BiLSTM-Attention Model -- 3.2 Fuzzy-Logic Model -- 4 Material and Methods -- 4.1 Data Processing -- 4.2 Missing Values Prediction -- 4.3 Pricing Strategy Determination -- 5 Results -- 5.1 BiLSTM-Attention Model -- 5.2 Fuzzy Model -- 6 Discussion and Conclusions -- 6.1 Discussion -- 6.2 Conclusions -- References -- Full-Length Hardness Prediction in Wire Rod Manufacturing Using Semantic Segmentation of Thermal Images -- 1 Introduction. 2 Background -- 2.1 Wire Rod Manufacturing Process -- 2.2 Literature Review -- 3 Development of a Wire Rod Semantic Segmentation Model and Full-Length Hardness Prediction -- 3.1 Step 1. Collecting the Wire Rod Thermal Images -- 3.2 Step 2. Image Preprocessing and Annotation -- 3.3 Step 3. Training the Semantic Segmentation Model -- 3.4 Step 4. Predicting the Wire Rod Hardness -- 4 Conclusion and Future Research -- References -- Industrial Object Detection: Leveraging Synthetic Data for Training Deep Learning Models -- 1 Introduction -- 2 Related Work -- 3 Synthetic Data Generation -- 4 Experimentation and Evaluation -- 4.1 Part 1: Ratio (%) Real/Synthetic -- 4.2 Part 2: Randomisation -- 5 Conclusion -- References -- A Multi-step Approach for Identifying Unknown Defect Patterns on Wafer Bin Map -- 1 Introduction -- 2 Related Work -- 2.1 Supervised Learning -- 2.2 Unsupervised Learning -- 2.3 Semi-supervised Learning -- 2.4 Advanced Techniques for WBM Analysis -- 3 Methodology -- 3.1 One Class SVM -- 3.2 ResNet50 with Transfer Learning -- 3.3 T-SNE & -- DBSCAN (Clustering) -- 4 Experiments -- 4.1 Data Set: WM-811K -- 4.2 Unknown Pattern Detect Performance -- 4.3 Classifier Performance -- 5 Conclusion -- References -- Synthetic Datasets for 6D Pose Estimation of Industrial Objects: Framework, Benchmark and Guidelines -- 1 Introduction -- 2 Related Work -- 2.1 Methods -- 2.2 Datasets -- 3 Framework for Creating Synthetic Datasets -- 3.1 Architecture -- 3.2 Synthetic Labeled Datasets -- 4 Experimental Set-Up -- 4.1 Implementation Details -- 4.2 Evaluation Metrics -- 5 Results, Analysis and Guidelines -- 6 Conclusion and Perspectives -- References -- Author Index. |
| Record Nr. | UNINA-9910857795103321 |
Sheu Shey-Huei
|
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Industrial Engineering and Industrial Management : 5th International Conference, IEIM 2024, Nice, France, January 10–12, 2024, Proceedings / / edited by Shey-Huei Sheu
| Industrial Engineering and Industrial Management : 5th International Conference, IEIM 2024, Nice, France, January 10–12, 2024, Proceedings / / edited by Shey-Huei Sheu |
| Autore | Sheu Shey-Huei |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (248 pages) |
| Disciplina |
001.422
005.7 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Quantitative research
Data Analysis and Big Data |
| ISBN | 3-031-56373-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Service Model Based on 5s, Kanban and Standardization of Work to Reduce Rate of Non-service in the Retail Sector -- Demand Forecasting in the Food Equipment Industry Using Predictive Data Analytics Techniques -- Simulation Model for the Optimization of Preparation Times in a Metalworking Industry using Single Minute Exchange of Dies -- Improvement Model to Optimize Packing Times in a Peruvian SME Agricultural Export Company Using Cellular Manufacturing, SMED and Standard Work -- Exploring the Appeal of Convenience Store Point Collection Systems through the Evaluation Grid Method -- Stockout Reduction Using Forecasting Methods, the EOQ Model and a Safety Stock in a Peruvian SME in the Commercial Sector -- Optimizing Low-Carbon Job Shop Scheduling in Green Manufacturing with the Improved NSGAII Algorithm -- Proffer for the Implementation of the SLP Method and Automation in a Poultry Plant for Process Optimization -- Optimization of the Stacking Process of Wire Mesh Coils in Industrial Processors -- The Effects of Voice Emotions on Users’ Willingness to Pay Decision-Making Process of Automated Delivery Robots: An ERP Study Optimization of Dyeing Process of Cotton Fibers in a Peruvian Textile Company -- Productivity Enhancement by Layout Redesign and Application of Lean Principles in the Apparel Industry -- Lean Six Sigma and TPM for the Improvement of Equipment Maintenance Process in a Service Sector Company: A Case Study -- Service Model based on Lean Service and Agile Methodology to Increase the NPS Index in a Company in the Security Sector -- Evaluation of Circular Business Models: Using a multi criteria decision analysis for decision support for manufacturing SMEs -- Digital Transformation for the Competitiveness of Export Companies through Outsourcing, Chiclayo – Peru -- A Shipborne Dense Storage Warehouse System based on Two-way Transportation Line Strategy -- Application of the SLP Methodology to Improve Distribution in a Wood Furniture Factory. |
| Record Nr. | UNINA-9910845478503321 |
|
Sheu Shey-Huei
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||