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
• Pubblicazione: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
• Edizione: 1st ed. 2024.
• Descrizione fisica: 1 online resource (253 pages)
• Disciplina: 005.3
• 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
• 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.
• Sommario/riassunto: This book constitutes the refereed post-proceedings of the 11th International Conference on Industrial Engineering and Applications, ICIEA 2024, held in Nice, France, during January 10-12, 2024. The 16 full papers and 3 short papers included in this book were carefully reviewed and selected from 90 submissions. They focus on the most recent and relevant research, theories and practices in industrial engineering and its applications. .
• Titolo autorizzato: Industrial Engineering and Applications - Europe
• ISBN: 3-031-58113-X
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910857795103321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Business Information Processing, . 1865-1356 ; ; 507