
Advances in Production Management Systems. Production Management for Data-Driven, Intelligent, Collaborative, and Sustainable Manufacturing
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The 129 revised full papers presented were carefully reviewed and selected from 149 submissions. They are organized in the following topical sections: lean and green manufacturing; operations management in engineer-to-order manufacturing; product-service systems, customer-driven innovation and value co-creation; collaborative networks; smart production for mass customization; global supply chain management; knowledge based production planning and control; knowledge based engineering; intelligent diagnostics and maintenance solutions for smart manufacturing; service engineering based on smart manufacturing capabilities; smart city interoperability and cross-platform implementation; manufacturing performance management in smart factories; industry 4.0 - digitaltwin; industry 4.0 - smart factory; and industry 4.0 - collaborative cyber-physical production and human systems.
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Content
- Intro
- Preface
- Organization
- Contents - Part I
- Contents - Part II
- Lean and Green Manufacturing
- Reverse Logistics Route Selection Using AHP: A Case Study of Electronics Scrap from Pakistan
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 4 Results and Discussion
- 5 Conclusions and Recommendations
- References
- Digital Lean Cyber-Physical Production Systems: The Emergence of Digital Lean Manufacturing and the Significance of Digital Waste
- Abstract
- 1 Introduction
- 2 The Emergence of Digital Lean Manufacturing
- 3 The Meaning of Digital Waste
- 3.1 Eliminating Defects Waste: Digital Quality Management Lever
- 3.2 Eliminating Overproduction: Digital Kanban Systems Lever
- 3.3 Eliminating Waiting Waste: Cyber-Physical Systems Lever
- 3.4 Eliminating Transportation Waste: AGVs, Drones and 3D Printing Levers
- 3.5 Eliminating Inventory Waste: Digital Warehouse Operations Lever
- 3.6 Eliminating Motion Waste: New HMIs and Wearable Computing Levers
- 3.7 Eliminating Over-Processing Waste: Digital Mfg. Standards Lever
- 3.8 Eliminating Not-Utilizing Talent Waste: Digital Presence Lever
- 4 Conclusions
- References
- Effect of Prioritization on the Waiting Time
- Abstract
- 1 Introduction
- 2 System Outline
- 2.1 Un-prioritized Baseline System
- 2.2 Prioritized System
- 3 Simulation Results
- 3.1 Baseline System
- 3.2 Prioritized System
- 4 Conclusions
- References
- A Small Dice Game for the Kingman Formula
- Abstract
- 1 Introduction
- 1.1 Effect of Utilization
- 1.2 Effect of Variance
- 1.3 Joint Effect of Utilization and Variance
- 2 Game Objectives
- 3 Game Outline
- 3.1 First Game: Baseline System
- 3.2 Second Game: Increase Utilization
- 3.3 Third Game: Increase Utilization to 100%
- 3.4 Fourth Game: Increase Variation by Using D12
- 3.5 Fifth Game: Increase Variation by Using D20
- 3.6 Sixth Game: Increase Variation to D20 and Utilization to 100%
- 4 Discussion
- 5 Participants Experience and Outcomes
- 6 Summary
- References
- Towards a Sustainable Innovation Process: Integrating Lean and Sustainability Principles
- Abstract
- 1 Introduction
- 2 Research Method
- 3 Lean and Sustainability
- 3.1 Lean Thinking
- 3.2 Lean Innovation
- 3.3 Sustainability
- 4 Lean Innovation Model Incorporating Sustainability Aspect
- 5 Case Study: Interface Inc. - Implementing the Mission Zero Strategy
- 6 Conclusions
- References
- Mathematical Modelling for Sustainable Agricultural Supply Chain Management Considering Preferences Between Farmers and Retailers
- Abstract
- 1 Introduction
- 2 Mathematical Formulation
- 2.1 Notation of Parameters
- 2.2 Mathematical Modelling of Our Proposed Model
- 3 Numerical Example
- 4 Conclusion
- References
- Formalising Specific-Energy Consumption Under a Production-Management Form Where Rush Orders Are Added in Time Slots
- Abstract
- 1 Introduction
- 2 Formalising the Specific-Energy Consumption
- 2.1 Specific-Energy Consumption
- 2.2 Preconditions
- 2.3 Production Form in This Study
- 2.4 In-process Inventory Coefficient {\varvec q}^{{\varvec k}}
- 2.5 Total Run-Time {\varvec T}_{{\varvec r}}^{{\varvec k}} for Facility {\varvec k}
- 2.6 Total Setup Time {\varvec T}_{{\varvec s}}^{{\varvec k}} for Facility {\varvec k}
- 2.7 Total Idle Time {\varvec T}_{{\varvec i}}^{{\varvec k}} for Facility K
- 2.8 Specific-Energy Consumption {\varvec SEC}^{{\varvec k}} for Facility {\varvec k}
- 3 Conclusion
- References
- Implementation Challenges Affecting the Environmental Improvement Performance in Pharmaceutical Production:
- Abstract
- 1 Introduction
- 2 Frame of Reference
- 2.1 Lean - Implementation and Innovation
- 2.2 Green Lean, and Green Performance Map
- 3 Methodology
- 4 Empirical Findings
- 5 Discussion and Conclusion
- Acknowledgement
- References
- A Stochastic Programming Model for Multi-commodity Redistribution Planning in Disaster Response
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Problem Description
- 4 Stochastic Programming Model
- 5 Solution Method
- 6 Numerical Analysis
- 7 Conclusions
- Acknowledgements
- References
- Operations Management in Engineer-to-Order Manufacturing
- Dual Resource Constrained (DRC) Shops: Literature Review and Analysis
- Abstract
- 1 Introduction
- 2 Method - Review of the Literature
- 3 Results
- 3.1 Control of the Workload
- 3.2 Worker Assignment
- 3.3 Advanced Scheduling Techniques
- 4 Conclusion
- References
- Controlling Customer Orders in the ETO/VUCA Contexts
- Abstract
- 1 Introduction
- 2 Literature
- 3 Phenomenology of Change in Customer Orders
- 4 Integrated Model of Customer Order Fulfillment in ETO
- 5 Case Study
- 6 Summary and Further Work
- References
- Defining Solution Spaces for Customizations
- Abstract
- 1 Introduction
- 2 Methodology
- 3 Categories of Flow Drivers
- 4 Categories of Solution Spaces
- 4.1 Predefined and Postdefined Solutions
- 4.2 Solution Spaces
- 5 Solution Spaces and Customization
- 6 Conclusions
- Acknowledgements
- References
- A Conceptual Framework for Stage Configuration
- Abstract
- 1 Introduction
- 2 Method
- 3 Conceptual Framework for Stage Configuration
- 3.1 Qualification Stage
- 3.2 Recommendation Stage
- 3.3 Offering Stage
- 3.4 Detailed Specification Stage
- 3.5 Production Stage
- 4 Conclusion and Future Work
- References
- Dynamic Weight Configuration of Dispatching Rule Using Machine Learning
- Abstract
- 1 Introduction
- 2 State-of-the-Art
- 3 Multi-Layer Perceptron (MLP) for Weight Configuration
- 3.1 Dispatching Rule of Targeted Stage
- 3.2 Experimental Environment
- 3.3 Experiment and Result
- 4 Conclusion and Discussion
- References
- Customizations vs. Platforms - A Conceptual Approach to COSI
- Abstract
- 1 Background
- 2 Methodology
- 3 Theory
- 3.1 Manufacturing Situations
- 3.2 Customization
- 3.3 Platforms
- 3.4 Postponement
- 3.5 Combining Postponement, Positioning of the CODP, and Customization
- 4 Results
- 5 Conclusion
- 5.1 Further Research
- Acknowledgements
- References
- Barriers and Success Factors for Continuous Improvement Efforts in Complex ETO Firms
- Abstract
- 1 Introduction
- 2 Research Methodology
- 3 Description of the Case Company
- 4 Barriers for Continuous Improvement in ETO
- 5 Success Factors for Continuous Improvement in ETO
- 6 Experiences from Previous Improvement Projects
- 7 Conclusion
- References
- Engineering Change Management in the Engineer-to-Order Production Environment: Insights from Two Case Studies
- Abstract
- 1 Introduction
- 2 Research Methodology
- 3 Engineering Change Management
- 4 Findings from Case Studies
- 4.1 Introduction to Case Companies
- 4.2 Company ECM Processes
- 4.3 Insights on Company ECM Challenges
- 5 Conclusions and Further Research
- References
- Product-Service Systems Customer-Driven Innovation and Value Co-creation
- Economic Assessment of PSS Value Networks - An Algorithmic Approach
- Abstract
- 1 Introduction
- 2 Multi-actor Economic Assessment of PSSs
- 3 A Framework for Systematic Economic Assessment of PSS Configurations
- 4 Illustrative Example
- 5 Conclusion
- References
- Modularity in Product-Service Systems: Literature Review and Future Research Directions
- Abstract
- 1 Introduction
- 2 Methodology
- 3 Literature Review
- 4 Discussion
- 4.1 Development Methodology, Tools, and Focus in Product-Service System
- 4.2 Research's Relation to Industry, and Product/Industry Focus
- 5 Conclusions
- References
- Mass Customization as a Productivity Enabler in the Construction Industry
- Abstract
- 1 Introduction
- 1.1 Research Questions
- 2 Methods
- 3 Result
- 3.1 Solution Space Development (SSD)
- 3.2 Robust Process Design
- 3.3 Choice Navigation
- 4 Conclusion
- References
- How Can Hackathons Accelerate Corporate Innovation?
- Abstract
- 1 Introduction
- 2 Methodology for Organizing Corporate Hackathons
- 2.1 Pre-hackathon Stage (Planning)
- 2.2 The Hackathon Stage (Execution)
- 2.3 Post-hackathon Stage (Reflection)
- 3 Case Study: The CEMEX Hackathon
- 4 Conclusion
- Acknowledgements
- References
- Smart Supply Chain - Development of the Equipment Supplier in Global Value Networks
- Abstract
- 1 Introduction
- 2 Related Works
- 3 Methodic Procedure
- 4 Results
- 5 Conclusion
- References
- Mass Customization Capability Planning with Additive Manufacturing
- Abstract
- 1 Introduction
- 2 Mass Customization Capability Planning
- 3 Mass Customization Capability Planning Model
- 3.1 Assumptions and Notations
- 3.2 Mathematical Model
- 3.3 Solution Algorithm
- 4 Experimental Analysis
- 5 Conclusion
- References
- Construct a Customized Product Service System Utilizing Multi-agent System
- Abstract
- 1 Introduction
- 2 Literature Review
- 2.1 Product Service System and Configuration Approaches
- 2.2 Multi-agent System
- 3 Methodology
- 3.1 Requirements Identification
- 3.2 PSS Design
- 3.3 Customized Recommend System
- 4 Preliminary Results
- 4.1 Requirements Identification
- 4.2 PSS Design
- 4.3 Customized Recommend System
- 4.4 Discussion
- 5 Conclusion
- References
- The Demand-Pull Approach to Business Model Innovation Through Product-Service Systems: A Case Study
- Abstract
- 1 Introduction
- 2 The Demand-Pull Approach to Business Models Innovation
- 2.1 The Demand-Pull Approach to Innovation
- 2.2 Business Model Innovation
- 2.3 Conceptual Framework for PSS Business Models Innovation
- 3 Research Design
- 3.1 Case Study Description
- 3.2 Research-Intervention Methodology
- 4 Results
- 5 Conclusions
- Acknowledgments
- References
- Collaborative Networks
- Scenarios for the Development of Platform-Based Networks for Additive Spare Part Production
- Abstract
- 1 Introduction
- 2 State of Research
- 3 Methodology
- 4 Results
- 4.1 Defining the Subject Area
- 4.2 Selecting Key Factors
- 4.3 Developing Consistent Future Scenarios, Based on Development Trends
- 4.4 Scenario Interpretation
- 5 Conclusion and Outlook
- Acknowledgements
- References
- Embedding Memorable Experience to Customer Journey
- Abstract
- 1 Introduction
- 2 The 4Es Model
- 3 Embedding Memorable Experience to Customer Journey
- 4 Customer Journey Implementation and Evaluation
- 5 Designing Memorable Customer Experience Journey for MSIE4.0 Kick-Off Meeting Program
- 6 Conclusions and Future Research
- Acknowledgement
- References
- Overcoming Barriers Against Interaction on Innovation Capabilities Within and Between SMEs
- Abstract
- 1 Introduction
- 2 Background
- 2.1 Critical Success Factors in SMEs
- The Innovation Power
- 2.2 Enablers for Sharing Innovation Capabilities Among SMEs
- 3 Barriers for Effective Interaction and Sharing of Innovation Capabilities Among SMEs
- 4 A Model for Overcoming Barriers for Sharing Innovative Capabilities
- 5 Conclusions
- References
- Controllable Production Rate and Quality Improvement in a Two-Echelon Supply Chain Model
- Abstract
- 1 Introduction
- 2 Mathematical Model
- 3 Numerical Experiment
- 3.1 Numerical Example
- 3.2 Sensitivity Analysis
- 4 Conclusions
- Acknowledgement
- References
- Reduction of Decision Complexity as an Enabler for Continuous Production Network Design
- Abstract
- 1 Introduction
- 1.1 Challanges of Production Network Design
- 1.2 Exemplary Case Study
- 1.3 Aims of This Paper
- 2 State of the Art
- 2.1 Evaluation Criteria
- 2.2 Discussion of Excisting Approaches
- 2.3 Deficits of Existing Approaches
- 3 Approach
- 4 Discussion and Future Research
- Acknowledgment
- References
- Collaborative and Sustainable Network Design in Courier Services
- Abstract
- 1 Introduction
- 2 Model Design
- 3 Nucleolus-Based Profit Allocation Procedure
- 4 Numerical Example
- 5 Conclusions
- Acknowledgments
- References
- Measuring Throughput Times in Wood Component Production: A Case Study
- Abstract
- 1 Introduction
- 2 Theoretical Background and Overview of Case System
- 3 Throughput Time Measurement Method
- 4 Applying the Method at the Case Company
- 5 Findings, Conclusions, and Recommendations
- Acknowledgments
- References
- Possibilities and Benefits of Intermediate Care Units in Healthcare Systems from a Logistics Perspective
- Abstract
- 1 Introduction
- 2 Background
- 3 Research Design
- 4 Results
- 5 Discussion
- 6 Conclusion
- Acknowledgement
- References
- Smart Production for Mass Customization
- A New IT Architecture for the Supply Chain of Configurable Products
- Abstract
- 1 Introduction
- 2 Literature Survey
- 2.1 Summary of Literature
- 3 Interface Design
- 3.1 The Basic Model
- 3.2 Possible Extensions
- 4 Conclusion and Outlook
- References
- Service Rate Control in Mn/Gn/1 Queue
- Abstract
- 1 Introduction
- 2 Model Description
- 3 Analytical Results of Mn/Gn/1 Queue
- 4 Numerical Experiments
- 4.1 Parameter Settings
- 4.2 Effect of Distributions
- 4.3 Admission of Arrivals
- 5 Conclusion
- References
- Understanding Changeability Enablers and Their Impact on Performance in Manufacturing Companies
- Abstract
- 1 Introduction
- 2 Background
- 3 Survey Research Method
- 4 Results
- 5 Discussion
- 6 Conclusion
- References
- A Changeable Jig-Less Welding Cell for Subassembly of Construction Machinery
- Abstract
- 1 Introduction
- 1.1 Changeability
- 1.2 Jig-Less Welding
- 2 Case Study
- 3 Conclusion
- References
- Challenges in Production and Manufacturing Systems Platform Development for Changeable Manufacturing
- Abstract
- 1 Introduction
- 2 Method
- 3 Case Presentation
- 4 Results
- 4.1 Project 1: What are Production Platforms?
- 4.2 Project 2: Figuring Out Production Platform Development and Documentation
- 4.3 Project 3: Modelling and Documenting Production Platforms
- 4.4 Project 4: Supporting Production Platform Development
- 5 Discussion and Future Research
- References
- Modelling for Service Solution of a Closed-Loop Supply Chain with the Presence of Third Party Logistics
- Abstract
- 1 Introduction
- 2 Problem Definition and Model Formulation
- 2.1 Problem Definition
- 2.2 Model Formulation
- 3 Numerical Example
- 3.1 Sensitivity Analysis
- 4 Conclusions
- References
- Product-Process Modelling as an Enabler of Manufacturing Changeability
- Abstract
- 1 Introduction
- 1.1 Changeability Classes
- 1.2 Product-Process Modelling
- 1.3 Example of Product Process Modelling
- 2 Analysis of Enabling Mechanisms
- 2.1 Changeover Ability
- 2.2 Flexibility
- 2.3 Reconfigurability
- 2.4 Transformability
- 3 Discussion and Conclusion
- References
- A Model of Dynamic Scheduling of Restaurant Operations Considering the Order and Timing of Serving Dishes
- Abstract
- 1 Introduction
- 2 Proposed Model
- 2.1 Modeling
- 2.2 Algorithm
- 2.2.1 Conventional Provision Method
- 2.2.2 Floor Arrangement Scheduling (Proposed Method 1)
- 2.2.3 Cooking Scheduling (Proposed Method 2)
- 2.2.4 Cooking and Floor Scheduling (Proposed Method 3)
- 3 Conclusions
- Acknowledgement
- References
- A Literature-Based Analysis of the Cyber-Physical Systems Under the Lens of Reconfigurability
- Abstract
- 1 Introduction
- 2 Modularity at Different Production Levels: A Physical Perspective
- 3 Roles of Modules at Different Coordination Levels: A Cyber-Perspective
- 3.1 Coordination Requirements for Systemic Optimizations
- 3.2 Coordination Requirements for Reconfigurability Goals
- 3.3 Concluding Remarks
- 4 Conclusions
- References
- The Platform of Intelligent Manufacturing System Based on Industry 4.0
- Abstract
- 1 Introduction
- 2 Research Objectives
- 2.1 Vertical Integration
- 2.2 Horizontal Integration
- 2.3 End to End Integration
- 3 Research Contents and Methods
- 3.1 Personalization Production
- 3.2 Vertical Integration in Our Platform
- 3.3 Preventive Maintenance
- 4 Application of the Platform
- 4.1 Support Multidisciplinary Integration
- 4.2 Provide Solution for Enterprises
- 5 Conclusion and Prospect
- 5.1 Technical Feasibility
- 5.2 Sustainable Development
- 5.3 Resources Sharing Management
- References
- Achieving Balanced Workload Distribution Amongst Cross-Trained Teams
- Abstract
- 1 Introduction
- 2 Background
- 2.1 Item Release Rules
- 2.2 Overview of Cover Production Line
- 3 Production Control in the Cover Production Line
- 3.1 Push Control Strategy
- 3.2 CONWIP Control Strategy
- 4 Simulation Experiments to Compare Strategies
- 4.1 Parameters and Settings of Compared Strategies
- 5 Discussion of Results and Conclusions
- 5.1 Conclusions and Practical Insights
- Acknowledgement
- References
- Global Supply Chain - Supply Chain Management
- Exploring the Role of Information Systems in Mitigating Gate Congestion Using Simulation: Theory and Practice at a Bulk Export Terminal Gate
- Abstract
- 1 Introduction
- 2 Methodology
- 2.1 Field-Site: Wood Chip Terminal and Land-Side Operations
- 2.2 Discrete Event Simulation Model of Terminal Gate Operations
- 3 Simulation Results
- 4 Discussion: Theory Versus Practice
- 5 Conclusion
- References
- Influence of Setup Cycles on the Throughput Time of Rush Orders
- Abstract
- 1 Introduction
- 2 Current State of Research
- 2.1 Modeling Throughput Time
- 2.2 Modeling the Throughput Time of Rush Orders
- 3 Modeling the Throughput Time of Rush Orders Due to Setup Cycles
- 3.1 Accelerating Rush Orders in Setup Cycles
- 3.2 Modeling the Influence of Setup Cycles on the Throughput Time of Rush Orders
- 3.3 Influence of Rush Order Acceleration in a Setup Cycle on Logistic Objectives
- 4 Summary and Outlook
- References
- A Flow Based Foundation for Capacity Dimensioning
- Abstract
- 1 Introduction
- 2 Resources and Matching/Balancing
- 3 Periods and Transfer
- 4 Control and Capacity Required
- 5 Control and Dimensioning of Capacity Available
- 6 Conclusions
- Acknowledgement
- References
- On Comparison of Multiple Non-linear Profiles for Process Selection
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 3.1 Parameters Estimation
- 3.2 Test Statistics Calculation
- 3.3 The Step-Up Procedure
- 4 Simulation Analysis
- 5 Conclusion
- Acknowledgments
- References
- Combinatorial Benders' Cut for the Admission Control Decision in Flow Shop Scheduling Problems with Queue Time Constraints
- Abstract
- 1 Introduction
- 2 The Model
- 3 Solution Approach and Numerical Results
- 4 Conclusions
- References
- Simulation Analysis for Demonstrating the Economic Competitiveness of Busan Port in the Northeast Asia
- Abstract
- 1 Introduction
- 2 The Container Transportation Model
- 2.1 Candidate Ports and Cities
- 2.2 Model Logic
- 2.3 Assumptions
- 3 Simulation Approach
- 3.1 Data Analysis
- 3.2 The ARENA Simulation
- 4 Comparison of Simulation Results
- 4.1 Candidate Ports
- 4.2 The Case of the North America Route
- 5 Conclusion
- References
- Causes of Delivery-Time Variance in Maritime-Equipment Manufacturing Supply-Chains: An Empirical Study
- Abstract
- 1 Introduction
- 2 Theoretical Background
- 2.1 Market and Supply Characteristics of ETO Supply Chains
- 2.2 Causes of Delivery Variance in Supply Chains
- 2.3 Management of Delivery Variance in Supply Chains
- 3 Methodology and Case Description
- 3.1 Data Collection Method
- 3.2 Case Selection and Description
- 4 Causes of Delivery-Time Variance
- 5 Discussion and Conclusions
- References
- Knowledge Based Production Planning and Control
- Discrete Event Simulation - A New Approach to Multi-level Capacitated Planning?
- Abstract
- 1 Introduction
- 2 Problem Description
- 3 Literature Survey
- 3.1 Classical Approaches Without Simulation
- 3.2 Priority Based (Simulation) Approaches
- 3.3 Summary of Literature Survey
- 4 Solution Approach
- 4.1 The Due Date Problem
- 4.2 The Order Release Problem
- 4.3 The Material Availability
- 5 Evaluation
- 6 Conclusion and Outlook
- References
- Procurement Decisions in Multi-period Supply Chain
- 1 Introduction
- 2 Problem Description
- 2.1 Optimal Decision in the Presence of SI
- 2.2 Optimal Decisions in Scenario BP
- 2.3 Benchmark Model
- 3 Managerial Implications
- 4 Conclusion
- References
- Due-Date Based Multi-period Part Selection for Flexible Manufacturing Systems with Controllable Processing Times
- Abstract
- 1 Introduction
- 2 Problem Description
- 3 Solution Approach
- 3.1 Phase I: Obtaining an Initial Solution
- 3.2 Phase II: Improvement
- 4 Computational Results
- 5 Concluding Remarks
- Acknowledgement
- References
- Inventory Model with the Consideration of Pricing, Product Substitution and Value Deterioration
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Mathematical Model
- 4 Solution Methodology
- 5 Numerical Experiments
- 6 Conclusions
- Acknowledgement
- References
- Improving Carry-Out Operations of Inbound Containers Using Real-Time Information on Truck Arrival Times
- Abstract
- 1 Introduction
- 2 Estimating the Possibility of Re-handles
- 3 Pre-marshalling Algorithm for a Yard Crane with Multi-bay Coverage
- 4 Simulation Experiments
- 5 Conclusions
- Acknowledgments
- References
- Dual Resource Constrained Scheduling Considering Operator Working Modes and Moving in Identical Parallel Machines Using a Permutation-Based Genetic Algorithm
- Abstract
- 1 Introduction
- 2 Problem Statement
- 3 The Mathematical Model
- 4 The Proposed Permutation-Based GA
- 5 Numerical Examples and Computational Results
- 6 Conclusions
- References
- Process Planning Assessment Framework
- Abstract
- 1 Challenges Assessing Process Planning Approaches
- 2 Theoretical Framework
- 2.1 Deficiencies of Existing Approaches
- 2.2 Research Methodology
- 3 Evaluation Criteria for Process Planning
- 4 Process Planning Assessment Framework
- 4.1 Application
- 4.2 Assessment Criteria
- 5 First Case Study and Basic Validation
- 6 Conclusion
- Acknowledgement
- References
- Dynamic Scheduling of the Dual Stocker System Using Reinforcement Learning
- 1 Introduction
- 2 Modeling Assumptions
- 3 Dynamic Programming
- 4 Deep Q Network
- 5 Experiment Result
- 5.1 Static Case
- 5.2 Dynamic Case
- 6 Conclusion
- References
- Knowledge Based Engineering
- Integrating Experiential Learning and Accreditation Requirements - A Case Study Based Course
- Abstract
- 1 Introduction
- 2 Background Literature - Experiential Learning Theory and Application in Engineering Education
- 3 Course Design Following EUR-ACE Guidelines and Experiential Learning Principle
- 4 Designed MC Course
- 5 Students Perception and Insights into Learning Outcomes Achievement
- 6 Conclusion
- Acknowledgements
- References
- Towards the Generation of Setup Matrices from Route Sheets and Feedback Data with Data Analytics
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Deriving Setup Time Matrices from Routing Tables
- 3.1 Process Analysis of Setup Process
- 3.2 Description of Known and Presumed Influence Factors on the Setup Time
- 3.3 Analysis of Gathered Data
- 3.4 Derivation of Setup Matrices
- 4 Conclusion and Outlook
- Acknowledgement
- References
- Evaluation of Leadership in Nontechnical Skills
- 1 Introduction
- 1.1 The Importance of Nontechnical Skills
- 1.2 Organization of Nontechnical Skills
- 2 Evaluation of Nontechnical Skill
- 2.1 Basic Nontechnical Skill Evaluation Data
- 2.2 Analysis by Two-Way Factorial ANOVA Without Replication
- 2.3 ANOVA of Categories
- 2.4 Analysis Using Surgeon's Experience and Surgical Difficulty
- 3 Conclusion
- References
- A Framework for Task-Based Ambidexterity in Manufacturing SMEs
- Abstract
- 1 Introduction
- 2 Research Method
- 3 Theoretical Framework
- 3.1 Dimensions of OA
- 3.2 Concepts of OA
- 3.3 Approaches of OA
- 3.4 Designing and Performing Tasks
- 4 OA from a Task Perspective
- 4.1 Task Focus
- 4.2 Ambidexterity Scenarios Based on Task Design and Task Perform
- 5 The Concept of Task-Based Ambidexterity
- Acknowledgements
- References
- Analyzing Intuitive Skills of a Waitperson in a Restaurant Dining Room Using a Serious Game
- Abstract
- 1 Introduction
- 2 Tasks of a Waitperson
- 3 Proposed Serious Game
- 4 Game Experiments and Their Results
- 4.1 Collection of Multiple Tasks
- 4.2 Movement on a Prediction Basis
- 5 Conclusions
- References
- Revisiting Challenges in Using Discrete Event Simulation in Early Stages of Production System Design
- Abstract
- 1 Introduction
- 2 Material and Method
- 3 Discrete Event Simulation in Three Cases
- 4 Discussion on Why, and Why not, to Use DES
- 5 Conclusion
- References
- Knowledge Management as an Important Tool in Participatory Design
- Abstract
- 1 Introduction
- 2 Definition and Possible Methods of Participatory Design
- 2.1 Participatory Design and Knowledge Management
- 2.2 Possible Methods Used for Participatory Design
- 3 Establishment of the Proposed Approach
- 3.1 Framework of Participatory Design
- 3.2 Detailed View of the Approach
- 4 Empirical Study
- 5 Conclusion and Outlook
- References
- Using Serious Gaming to Discover and Understand Distributed Ledger Technology in Distributed Energy Systems
- Abstract
- 1 Introduction
- 2 Distributed Ledger Technology as a Novel Trend in Various Domains
- 3 Raising Stakeholders' Trust and Understanding with a Serious Game for Peer-to-Peer Distributed Energy Systems
- 4 Distributed Ledger Technology in Distributed Energy Systems
- 5 The Specific Features of the DLT Energy Game
- 6 First Results and Next Steps
- 7 Conclusions
- References
- University Education as a Networked Service for Competence Co-creation
- Abstract
- 1 Introduction
- 2 Theoretical Background
- 2.1 Education as a Networked Service
- 2.2 Process and Business Model Innovations in Ecosystems
- 3 Case: Two Courses in Networked Business Innovation
- 4 Findings
- 4.1 Description of the Networked Education Process
- 4.2 The Value of the Networked Education Service to the Companies
- 4.3 The Value of the Networked Educational Service to the Students
- 4.4 The Value of the Networked Educational Service to the Teachers
- 5 Discussion
- References
- Author Index
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