Advances in Intelligent Manufacturing and Service System Informatics: Proceedings of IMSS 2023 (Lecture Notes in Mechanical Engineering)

602593_1_En_Book_OnlinePDF.pdf Contents 602593_1_En_1_Chapter_OnlinePDF.pdf Project Idea Selection in an Automotive R&D Center 1 Introduction 2 Material and Methods 2.1 Fuzzy Approach 2.2 Fuzzy TOPSIS 3 Case Study 4 Conclusion References 602593_1_En_2_Chapter_OnlinePDF.pdf Societies Becoming the Same: Visual Representation of the Individual via the Faceapp: Application 1 Introduction 2 Admiration Instinct of Societies and Portraiture 3 The Objectified Body 4 FaceApp Working Principle 5 Conclusion References 602593_1_En_3_Chapter_OnlinePDF.pdf Modeling Electro-Erosion Wear of Cryogenic Treated Electrodes of Mold Steels Using Machine Learning Algorithms 1 Introduction 2 Material and Methods 2.1 Test Materials 2.2 EDM Tests 2.3 Experimental Conditions 2.4 Machine Learning Algorithms 3 Experimental Results and Comparisons 4 Conclusions References 602593_1_En_4_Chapter_OnlinePDF.pdf Ensuring Stability and Automatic Process Control with Deburring Process in Cast Z-Rot Parts 1 Introduction 2 Material and Method 2.1 Mechanical Design 2.2 Algorithm 2.3 Deep Learning 2.4 Image Processing 3 Conclusion References 602593_1_En_5_Chapter_OnlinePDF.pdf Nearest Centroid Classifier Based on Information Value and Homogeneity 1 Introduction 2 Related Research 3 Methods 3.1 Information Value 3.2 Homogeneity Metrics 3.3 The Algorithm 4 Experimentation and Results 4.1 Setup 4.2 Datasets 4.3 Pre-Processing 4.4 Tuning 4.5 Results 5 Discussion and Conclusion 6 Declaration of Competing Interest References 602593_1_En_6_Chapter_OnlinePDF.pdf Web-Based Intelligent Book Recommendation System Under Smart Campus Applications 1 Introduction 2 Literature Review 3 Proposed Hybrid System 4 Evaluation 5 Conclusion and Discussion References 602593_1_En_7_Chapter_OnlinePDF.pdf Determination of the Most Suitable New Generation Vacuum Cleaner Type with PFAHP-PFTOPSIS Techniques Based on E-WOM 1 Introduction 2 Literature Review 3 Methodology 4 Case Study 4.1 Proposed Methodology 4.2 Weighting of the Criteria with PFAHP Method 4.3 Ranking of NVC with PFTOPSIS 4.4 Results and Discussion 5 Conclusion References 602593_1_En_8_Chapter_OnlinePDF.pdf Quality Control in Chocolate Coating Processes by Image Processing: Determination of Almond Mass and Homogeneity of Almond Spread 1 Introduction 2 Methodology 2.1 Creation of the Images 2.2 Color Space Conversion 2.3 Methodology for the Determination of the Almond Mass 2.4 Methodology for the Determination of the Homogeneity of Almond Spread 3 Results and Discussion 3.1 Determination of Almond Mass 3.2 Determination of Homogeneity of Almond Spread 4 Conclusion References 602593_1_En_9_Chapter_OnlinePDF.pdf Efficient and Reliable Surface Defect Detection in Industrial Products Using Morphology-Based Techniques 1 Introduction 2 Related Works 3 Methodology 4 Experiments 5 Conclusions References 602593_1_En_10_Chapter_OnlinePDF.pdf Sustainable Supplier Selection in the Defense Industry with Multi-criteria Decision-Making Methods 1 Introduction 2 Literature Review 3 Methodology 3.1 Analytic Hierarchy Process (AHP) 3.2 Ftopsis 4 Case Study 4.1 Weighting of Ranking Criteria by AHP Method 4.2 Ranking of Sustainable Suppliers in the Defense Industry with FTOPSIS 5 Conclusion References 602593_1_En_11_Chapter_OnlinePDF.pdf Modeling and Improvement of the Production System of a Company in the Automotive Industry with Simulation 1 Introduction 2 Problem Definition 3 Proposed Simulation Modeling Methodology 4 Application of the Proposed Methodology 4.1 Step 1: Problem Definition 4.2 Step 2: Process Mapping 4.3 Step 3: Simulation Modelling 4.4 Step 4: Output Analysis and Test Scenarios 5 Conclusion References 602593_1_En_12_Chapter_OnlinePDF.pdf Prediction of Employee Turnover in Organizations Using Machine Learning Algorithms: A Decision Making Perspective 1 Introduction 2 Methodology 2.1 Machine Learning Algorithms 2.2 Assignment Problem 3 Application 3.1 Data Set 3.2 Data Preprocessing 4 Computational Results 5 Conclusion References 602593_1_En_13_Chapter_OnlinePDF.pdf Remaining Useful Life Prediction of Machinery Equipment via Deep Learning Approach Based on Separable CNN and Bi-LSTM 1 Introduction 2 Materials and Method 2.1 Convolution Neural Network (CNN) 2.2 Separable Convolution Neural Network 2.3 Bidirectional LSTM 3 Experimental Setting and Results 3.1 Dataset 3.2 Experimental Setting 3.3 Results 4 Conclusion References 602593_1_En_14_Chapter_OnlinePDF.pdf Internet of Medical Things (IoMT): An Overview and Applications 1 Introduction 2 Use of IoMT ın Healthcare 3 Examples of IoMT in the Healthcare Sector 4 IoMT and Security 5 Conclusion References 602593_1_En_15_Chapter_OnlinePDF.pdf Using Social Media Analytics for Extracting Fashion Trends of Preowned Fashion Clothes 1 Introduction 2 Literature Review 2.1 Environmental Aspect 2.2 Preowned Fashion Items Concept 2.3 Social Media Data Analytics 2.4 Literature Gap Analysis 3 Proposed Solution 3.1 Conceptual Model of a Social Media Analytics Enabled Sustainable Pre-owned Cloth System 3.2 Framework for Detailed Solution 4 Evaluation 4.1 Experiment Design Model 5 Conclusion References 602593_1_En_16_Chapter_OnlinePDF.pdf An Ordered Flow Shop Scheduling Problem 1 Introduction 2 Flow Shop Scheduling Problem 3 Ordered Flow Shop Scheduling Problem 4 Genetic Algorithm for Permutation Flow Shop Problem 5 Proposed Method 6 Solutions 7 Result and Discussion 8 Conclusion and Future Research References 602593_1_En_17_Chapter_OnlinePDF.pdf Fuzzy Logic Based Heating and Cooling Control in Buildings Using Intermittent Energy 1 Introduction 2 Material and Method 2.1 Physical System 2.2 Radiant Heating and Cooling System 2.3 Measurement Setup 2.4 Control System 3 Results 4 Conclusion References 602593_1_En_18_Chapter_OnlinePDF.pdf Generating Linguistic Advice for the Carbon Limit Adjustment Mechanism 1 Introduction 2 Materials and Methods 2.1 Preliminaries 2.2 Implementation 3 Results and Discussion 4 Conclusion References 602593_1_En_19_Chapter_OnlinePDF.pdf Autonomous Mobile Robot Navigation Using Lower Resolution Grids and PID-Based Pure Pursuit Controller 1 Introduction 2 Methodology 2.1 ROS and Gazebo 2.2 SLAM 2.3 AMCL 2.4 Navigation 3 Proposed Method 3.1 Low-Resolution Grids 3.2 PID Controller 3.3 Pure Pursuit with PID 4 Experimental Setup 5 Results and Discussion 6 Conclusion References 602593_1_En_20_Chapter_OnlinePDF.pdf A Digital Twin-Based Decision Support System for Dynamic Labor Planning 1 Introduction 2 Digital Twin Technology-Enabled Decision Making 2.1 The TW-DSS Framework 3 Computational Results 3.1 Results and Discussion 4 Conclusion References 602593_1_En_21_Chapter_OnlinePDF.pdf An Active Learning Approach Using Clustering-Based Initialization for Time Series Classification 1 Introduction 2 Literature Review 3 Proposed Approach 4 Experimental Study 4.1 Datasets and Implementation Details 4.2 Results and Discussion 5 Conclusion References 602593_1_En_22_Chapter_OnlinePDF.pdf Finger Movement Classification from EMG Signals Using Gaussian Mixture Model 1 Introduction 2 Material and Method 3 Results and Discussion 4 Conclusion References 602593_1_En_23_Chapter_OnlinePDF.pdf Calculation of Efficiency Rate of Lean Manufacturing Techniques in a Casting Factory with Fuzzy Logic Approach 1 Introduction 2 Literature Research 3 Method 3.1 Value Stream Mapping 3.2 Artificial Intelligence and Fuzzy Logic 4 Experiments 4.1 Identification of the Product/Product Group 4.2 Creation of the Current Situation Map 4.3 Creating a Future State Map 4.4 Application of Lean Manufacturing Techniques 4.5 MATLAB Application 5 Conclusion References 602593_1_En_24_Chapter_OnlinePDF.pdf Simulated Annealing for the Traveling Purchaser Problem in Cold Chain Logistics 1 Introduction 2 Problem Definition and Model Formulation 3 Solution Methodology 4 Computational Results 5 Conclusion Appendix References 602593_1_En_25_Chapter_OnlinePDF.pdf A Machine Vision Algorithm Approach for Angle Detection in Industrial Applications 1 Introduction 2 Material and Method 3 Conclusion References 602593_1_En_26_Chapter_OnlinePDF.pdf Integrated Infrastructure Investment Project Management System Development for Mega Projects Case Study of Türkiye 1 Introduction 2 Literature Review 3 Methodology 4 Case Study of Ankara Sivas High Speed Railway Project 4.1 Project Identification Information 4.2 UYS Processes in Project Management 5 Conclusion References 602593_1_En_27_Chapter_OnlinePDF.pdf Municipal Solid Waste Management: A Case Study Utilizing DES and GIS 1 Introduction 2 Related Literature 3 Methodology 3.1 Data Collection 3.2 Data Analysis 3.3 Estimation 3.4 Optimization 3.5 Additional Parameters 4 Analysis of Results 5 Conclusions References 602593_1_En_28_Chapter_OnlinePDF.pdf A Development of Imaging System for Thermal Isolation in the Electric Vehicle Battery Systems 1 Introduction 2 Material and Method 2.1 Profiler Sensor 2.2 Robot and PLC 2.3 Computer Application 3 Conclusion and Discussion References 602593_1_En_29_Chapter_OnlinePDF.pdf Resolving the Ergonomics Problem of the Tailgate Fixture on the Robotic Production Line 1 Introduction 2 Ergonomics and Process Problems 2.1 Ergonomic Problem 2.2 Robot Sealing Process Problem 2.3 Equipments 3 Conclusion References 602593_1_En_30_Chapter_OnlinePDF.pdf Digital Transformation with Artificial Intelligence in the Insurance Industry 1 Introduction 2 Insurance and Artificial Intelligence Applications 3 Predictive Analytic Process 4 Customer Experience-Oriented AI Model 5 Conclusion References 602593_1_En_31_Chapter_OnlinePDF.pdf Development of Rule-Based Control Algorithm for DC Charging Stations and Simulation Results 1 Introduction 2 Operating Topologies and DC Charging Station Architecture 2.1 V2G Operating Topology 2.2 V2H Operating Topology 2.3 V2V Operating Topology 2.4 DC Charging Station Architecture 3 Rule-Based Control Algorithm and Simulation Results 3.1 Rule-Based Control Algorithm 3.2 Simulation Results 4 Conclusion and Future Works References 602593_1_En_32_Chapter_OnlinePDF.pdf LCL Filter Design and Simulation for Vehicle-To-Grid (V2G) Applications 1 Introduction 2 EV Charge Topologies 3 Basic Power Filters 3.1 LCL Filter Design 3.2 Simulation and Analysis Results 4 Conclusion References 602593_1_En_33_Chapter_OnlinePDF.pdf Airline Passenger Planes Arrival and Departure Plan Synchronization and Optimization Using Genetic Algorithms 1 Introduction 2 Literature Survey 3 Problem Definition 4 Methods 4.1 Original Plan (OP) 4.2 Genetic Algorithms (GA) 4.3 Evolutionary Strategy 5 Experiments 6 Conclusion References 602593_1_En_34_Chapter_OnlinePDF.pdf Exploring the Transition from “Contextual AI” to “Generative AI” in Management: Cases of ChatGPT and DALL-E 2 1 Introduction 2 From Contextual AI to Generative AI in Management 3 Position of Generative AI in Management Theories 4 Proposed BV-Driven Model for Generative AI in Management 5 Conclusion References 602593_1_En_35_Chapter_OnlinePDF.pdf Arc Routing Problem and Solution Approaches for Due Diligence in Disaster Management 1 Introduction 2 Literature 3 Methodology 4 Case Study 5 Conclusion References 602593_1_En_36_Chapter_OnlinePDF.pdf Integrated Process Planning, Scheduling, Due-Date Assignment and Delivery Using Simulated Annealing and Evolutionary Strategies 1 Introduction 2 Integration Studies 2.1 Integrated Process Planning and Scheduling (IPPS) 2.2 Scheduling with Due Date Assignment (SWDDA) 2.3 Integrated Process Planning, Scheduling and Due Date Assignment (IPPSDDA) 2.4 Integrated Production and Delivery Scheduling (IPDS) 3 Methods 4 The IPPSDDAD Problem 4.1 Definition and Modeling of the Problem 4.2 Performance Criterion 5 Results 6 Discussions References 602593_1_En_37_Chapter_OnlinePDF.pdf ROS Compatible Local Planner and Controller Based on Reinforcement Learning 1 Introduction 2 Methodology 2.1 Time Elastic Band 2.2 Dynamic Window Approach 2.3 Deep Q-Network 3 Proposed Method 4 Experimental Setup 5 Results and Discussion 6 Conclusion References 602593_1_En_38_Chapter_OnlinePDF.pdf Analyzing the Operations at a Textile Manufacturer’s Logistics Center Using Lean Tools 1 Introduction 2 Methodology 2.1 Collecting Data and Observations 2.2 Creating the Value Stream Map 3 Implementation and Results 3.1 Current State Value Stream Map of the Process 3.2 Proposed Kaizens 3.3 Pareto Chart 3.4 Fishbone (Cause and Effect) Diagram 3.5 5 Whys Analysis 3.6 Future State Value Stream Map 3.7 Comparative Results and Improvements 4 Conclusion and Recommendations References 602593_1_En_39_Chapter_OnlinePDF.pdf Developing an RPA for Augmenting Sheet-Metal Die Design Process 1 Introduction 2 Method 2.1 Augmented Design 2.2 Design Data Management 2.3 Design Production Management 3 Conclusion References 602593_1_En_40_Chapter_OnlinePDF.pdf Detection of Cyber Attacks Targeting Autonomous Vehicles Using Machine Learning 1 Introduction 2 Related Works 3 Testing Infrastructure 3.1 Designed Autonomous System 3.2 Preparation of Attack System 4 Attack Analyses 4.1 Deauth Attack 4.2 Denial of Service (DoS) Attack 4.3 Man-in-the-Middle (MitM) Attack 4.4 Replay Attack 5 Detecting Attacks Through Artificial Intelligence Algorithms 5.1 Gradient Boosting 5.2 Model Creation and Training 6 Discussion 7 Conclusion References 602593_1_En_41_Chapter_OnlinePDF.pdf Detection of Man-in-the-Middle Attack Through Artificial Intelligence Algorithm 1 Introduction 2 Literature Review 3 Experimental Test Environment and Attack Analysis 3.1 Man in the Middle Attack 3.2 Experiment 4 Attack Detection with Artificial Intelligence 4.1 Random Forest 5 Discussion 6 Conclusion and Recommendations References 602593_1_En_42_Chapter_OnlinePDF.pdf A Novel Approach for RPL Based One and Multi-attacker Flood Attack Analysis 1 Introduction 2 Literature 3 Test Environment 4 Attack Analysis and Continuous Monitoring 5 Attack Detection with Artificial Intelligence 6 Discussion 7 Conclusion References 602593_1_En_43_Chapter_OnlinePDF.pdf Investigation of DataViz as a Big Data Visualization Tool 1 Introduction 2 Data Visualization 3 Data and Research Methodology 4 Data Visualization with the DataViz Application 5 Raking of the Current Visualization Tools 6 Conclusion References 602593_1_En_44_Chapter_OnlinePDF.pdf A Development of Electrified Monorail System (EMS) for an Automobile Production Line 1 Introduction 2 Material and Method 2.1 Mechanical Development 2.2 PLC and Control Concept 3 Installation and Test 4 Conclusion and Discussion References 602593_1_En_45_Chapter_OnlinePDF.pdf A Modified Bacterial Foraging Algorithm for Three-Index Assignment Problem 1 Introduction 2 Problem Description and Formulation 3 Bacterial Foraging Optimization Algorithm (BFOA) 3.1 Chemotactic 3.2 Swarm 3.3 Reproduction 3.4 Elimination and Dispersal 4 Modified BFOA With Parallel Hungarian Method Execution (MoBFOA-PHM) 4.1 Initialization 4.2 Chemotactic Step 5 Experimental Results 6 Conclusion References 602593_1_En_46_Chapter_OnlinePDF.pdf EFQM Based Supplier Selection 1 Introduction 2 Literature Review 2.1 Overview to EFQM 2.2 MCDM Methods with EFQM Model 3 Integrated AHP and TOPSIS Approach 4 EFQM Model 2020 4.1 Criteria of EFQM Model 2020 5 Application 5.1 Implementation of Steps 6 Conclusion References 602593_1_En_47_Chapter_OnlinePDF.pdf Classification of Rice Varieties Using a Deep Neural Network Model 1 Introduction 2 Material and Methods 2.1 Dataset 2.2 Methods 2.3 Proposed Method 3 Results and Discussion 4 Conclusion References 602593_1_En_48_Chapter_OnlinePDF.pdf Elevation Based Outdoor Navigation with Coordinated Heterogeneous Robot Team 1 Introduction 2 System Design 2.1 Simultaneous Localization and Mapping (SLAM) 2.2 Navigation 3 Experiment Setup 3.1 Husky 3.2 Hector Quadrotor 4 Results and Discussion 5 Conclusion References 602593_1_En_49_Chapter_OnlinePDF.pdf Investigation of the Potentials of the Agrivoltaic Systems in Turkey 1 Introduction 2 Literature Review 3 Methodology 3.1 Preliminary Stage 3.2 Collection of GIS Data 3.3 Fuzzy Analytical Hierarchy Process 3.4 Construct Suitability Map 4 Results 5 Conclusion References 602593_1_En_50_Chapter_OnlinePDF.pdf Analyzing Replenishment Policies for Automated Teller Machines 1 Introduction 2 Literature Review 2.1 Forecasting Problem 2.2 Cost Minimization 3 Methodologies 3.1 Forecasting Methods 3.2 Comparison of Methodologies 4 Results 5 Conclusion and Future Study References 602593_1_En_51_Chapter_OnlinePDF.pdf The Significance of Human Performance in Production Processes: An Extensive Review of Simulation-Integrated Techniques for Assessing Fatigue and Workload 1 Introduction 2 Introduction 2.1 Workload Techniques and Approaches 2.2 Workplace Fatigue 2.3 Rest Allowance and Fatigue Models 3 Discussion 4 Conclusion References 602593_1_En_52_Chapter_OnlinePDF.pdf Sentiment Analysis of Twitter Data of Hepsiburada E-commerce Site Customers with Natural Language Processing 1 Introduction 2 Methodology 2.1 Data Collection 2.2 Pre-processing of Tweets 2.3 Tokenization 2.4 Lemmatization 2.5 Sentiment Analysis Using BERT 3 Results 4 Conclusion References 602593_1_En_53_Chapter_OnlinePDF.pdf Chaotic Perspective on a Novel Supply Chain Model and Its Synchronization 1 Introduction 2 A Novel Supply Chain Model for Perishable Products 2.1 Model Development and Assumptions 2.2 Dynamical Properties of the Proposed Model 3 Synchronization of the New Chaotic Supply Chain Model with Active Control Method 4 Conclusion and Suggestions for Future Work References 602593_1_En_54_Chapter_OnlinePDF.pdf Maximizing Efficiency in Digital Twin Generation Through Hyperparameter Optimization 1 Introduction 2 Literature Review 3 Methods 3.1 Random Forest 3.2 Hyperopt-Sklearn 4 Case Study 5 Conclusion References 602593_1_En_55_Chapter_OnlinePDF.pdf The Effect of Parameters on the Success of Heuristic Algorithms in Personalized Personnel Scheduling 1 Introduction 2 Background and Literature Review 3 Materials and Methods 3.1 Compared Algorithms and Their Parameters 4 Experimental Results 5 Conclusions References 602593_1_En_56_Chapter_OnlinePDF.pdf A Decision Support System Design Proposal for Agricultural Planning 1 Introduction 1.1 Literature Review 2 Data Preparation 3 Methods and Techniques 3.1 Mathematical Model 4 Numerical Results 5 Conclusion and Discussion References 602593_1_En_57_Chapter_OnlinePDF.pdf Cyber Attack Detection with Encrypted Network Connection Analysis 1 Introduction 1.1 Lightweight 1.2 Prevention Against DNS Over HTTPS (DoH): 1.3 Fast Response Time 2 Literature 3 Analysis 4 Discussion and Implementations 5 Conclusion References 602593_1_En_58_Chapter_OnlinePDF.pdf Blockchain Enabled Lateral Transshipment System for the Redistribution of Unsold Textile Products in a Circular Economy 1 Introduction 2 Lateral Transshipment in Supply Chain 3 Blockchain Technology in Circular Supply Chain 3.1 Smart Contracts 3.2 Advantages of Smart Contracts 3.3 Disadvantages of Smart Contract 3.4 Blockchain and Smart Contract in Lateral Transshipment 4 BELT Framework 5 Conclusion References 602593_1_En_59_Chapter_OnlinePDF.pdf Automl-Based Predictive Maintenance Model for Accurate Failure Detection 1 Introduction 2 Literature Review 3 Theoretical Background 3.1 Maintenance Policies 3.2 Automated Machine Learning (AutoML) 4 Case Study 4.1 Data Description 4.2 Method Comparison 5 Conclusion References 602593_1_En_60_Chapter_OnlinePDF.pdf An Intelligent System Proposal for Providing Driving Data for Autonomous Drive Simulations 1 Introduction 2 Literature Review 3 Method 4 Conclusion References 602593_1_En_61_Chapter_OnlinePDF.pdf A Stochastic Bilevel Programming Model for an Industrial Symbiosis Network 1 Introduction 2 A Stochastic Bilevel Programming Model for an Industrial Symbiosis Network 3 The Results of the Stochastic Bilevel Model 4 Conclusion References 602593_1_En_62_Chapter_OnlinePDF.pdf Examining the Role of Industry 4.0 in Supply Chain Optimization Through Additive Manufacturing 1 Introduction 2 Literature Review 3 Research Methodology 4 Results and Discussion 5 Conclusion References 602593_1_En_63_Chapter_OnlinePDF.pdf Mathematical Models for the Reviewer Assignment Problem in Project Management and a Case Study 1 Introduction 2 Literature 3 Problem Definition and Model 4 Experimental Study 4.1 Test Problem 4.2 Experimental Results 5 Conclusion References 602593_1_En_64_Chapter_OnlinePDF.pdf Support Management System Model Proposal for the Student Affairs of Faculty 1 Introduction 2 Existing Situation 3 Literature 4 Method 4.1 System Development Life Cycle 5 Conclusion References 602593_1_En_65_Chapter_OnlinePDF.pdf A Hybrid Decision Model for Balancing the Technological Advancement, Human Intervention and Business Sustainability in Industry 5.0 Adoption 1 Introduction 2 Literature Review 3 Research Gap and Theoretical Lens 4 Research Design 5 Conclusion References 602593_1_En_66_Chapter_OnlinePDF.pdf Prediction of Heart Disease Using Fuzzy Rough Set Based Instance Selection and Machine Learning Algorithms 1 Introduction 2 Literature Survey 3 Methods 4 Implementation 4.1 Dataset 4.2 Data Preprocessing 4.3 Classification 4.4 Evaluation of Performances 5 Results 6 Conclusions References 602593_1_En_67_Chapter_OnlinePDF.pdf Optimization of Methylene Blue Adsorption on Olive Seed Activated Carbon Using Response Surface Methodology (RSM) Modeling-Artificial Neural Network 1 Introduction 2 Material and Method 2.1 Materials and Synthesis 2.2 Response Surface Method 2.3 Artificial Neural Network 3 Results and Discussion 3.1 Model Building and Statistical Analysis 3.2 ANN Model 4 Conclusion References 602593_1_En_68_Chapter_OnlinePDF.pdf Organizational Performance Evaluation Using Artificial Intelligence Algorithm 1 Introduction 2 The Balanced Scorecard (BSC) Performance System 3 Fuzzy Logic 4 Method 4.1 Problem Definition 4.2 Application 5 Conclusion References 602593_1_En_69_Chapter_OnlinePDF.pdf A Fuzzy Logic Approach for Corporate Performance Evaluation 1 Introduction 2 Proposed Model 3 Application 4 Conclusion References 602593_1_En_70_Chapter_OnlinePDF.pdf Reverse Engineering in Electroless Coatings: An Application on Bath Parameter Optimization for User-Defined Ni-B-P Coating Properties 1 Introduction 2 Materials and Method 3 Application 4 Results 5 Future Works References 602593_1_En_72_Chapter_OnlinePDF.pdf Multiple Time Series Analysis with LSTM 1 Introduction 2 Method and Material 2.1 Augmented Dickey-Fuller (ADF) Test 2.2 Normalization of Data 2.3 Artificial Neural Networks 2.4 LSTM 3 Research Findings 3.1 Preparation of Data 3.2 Application of ADF (Augmented Dickey Fuller Test) Test 3.3 Model Creation with LSTM 4 Conclusion References 602593_1_En_73_Chapter_OnlinePDF.pdf Measuring Product Dimensions with Computer Vision in Ceramic Sanitary Ware Sector 1 Introduction 2 Aim and Scope 3 Methods and Materials 3.1 Camera Calibration 3.2 Calculating the Pixel-Centimeter Ratio with ArUco 3.3 Background Segmentation with Threshold Value 3.4 Edge Detection 3.5 Size Measurement on Test Images 3.6 Results 4 Conclusion References 602593_1_En_74_Chapter_OnlinePDF.pdf Theory and Research Concerning the Circular Economy Model and Future Trend 1 Introduction 2 Material and Method 2.1 Circular Economy Model Concept and Comparison with Linear Economy 2.2 Circular Economy Structure 2.3 Benefits and Barriers of Applying Circular Economy to Product Life Cycle 2.4 Circular Economy Business Models 2.5 Relationship Between Circular Economy and Artificial Intelligence in Product Lifecycle Processes 3 Conclusion and Future Work References 602593_1_En_75_Chapter_OnlinePDF.pdf Forecasting Electricity Prices for the Feasibility of Renewable Energy Plants 1 Introduction 2 Literature Review 3 Method: Prophet Algorithm 4 Application: Forecasting The Electricity Price 4.1 Data Set 4.2 Analysis 4.3 Results 5 Conclusion References 602593_1_En_76_Chapter_OnlinePDF.pdf A Clustering Approach for the Metaheuristic Solution of Vehicle Routing Problem with Time Window 1 Introduction 2 Theoretical Framework 2.1 The Vehicle Routing Problem 2.2 Clustering Algorithms 2.3 Ant Colony Optimization (ACO) Algorithm 3 Method 3.1 Problem Description 3.2 First Phase: Clustering Delivery Points 3.3 Second Phase: Vehicle Routing with Time Window 4 Conclusion References 602593_1_En_BookBackmatter_OnlinePDF.pdf Author Index