Advances in Production Management Systems. Towards Smart Production Management Systems

Name: Advances in Production Management Systems. Towards Smart Production Management Systems | IFIP WG 5.7 International Conference, APMS 2019, Austin, TX, USA, September 1-5, 2019, Proceedings, Part II
Brand: Springer
Price: 96.29 EUR
Availability: OnlineOnly

IFIP WG 5.7 International Conference, APMS 2019, Austin, TX, USA, September 1-5, 2019, Proceedings, Part II

Farhad Ameri Kathryn E. Stecke Gregor von Cieminski Dimitris Kiritsis(Editor)

Springer (Publisher)

Published on 23. August 2019

XXVII, 645 pages

E-Book

PDF with digital watermarking

System requirements

978-3-030-29996-5 (ISBN)

€96.29incl. 7% vat

System requirements

for PDF with digital watermarking

E-Book Single Licence

Available for download

Description

Alles über E-Books | Antworten auf Fragen rund um E-Books, Kopierschutz und Dateiformate finden Sie in unserem Info- & Hilfebereich.

Alles über E-Books, Kopierschutz & Dateiformate finden Sie in unserem Info- & Hilfebereich.

The two-volume set IFIP AICT 566 and 567 constitutes the refereed proceedings of the International IFIP WG 5.7 Conference on Advances in Production Management Systems, APMS 2019, held in Austin, TX, USA.

The 161 revised full papers presented were carefully reviewed and selected from 184 submissions. They discuss globally pressing issues in smart manufacturing, operations management, supply chain management, and Industry 4.0. The papers are organized in the following topical sections: lean production; production management in food supply chains; sustainability and reconfigurability of manufacturing systems; product and asset life cycle management in smart factories of industry 4.0; variety and complexity management in the era of industry 4.0; participatory methods for supporting the career choices in industrial engineering and management education; blockchain in supply chain management; designing and delivering smart services in the digital age; operations management in engineer-to-order manufacturing; the operator 4.0 and the Internet of Things, services and people; intelligent diagnostics and maintenance solutions for smart manufacturing; smart supply networks; production management theory and methodology; data-driven production management; industry 4.0 implementations; smart factory and IIOT; cyber-physical systems; knowledge management in design and manufacturing; collaborative product development; ICT for collaborative manufacturing; collaborative technoloy; applications of machine learning in production management; and collaborative technology.

More details

Other editions

Content

Intro
Preface
Organization
Contents - Part II
Contents - Part I
The APMS Conference & IFIP WG5.7 in the 21st Century: A Bibliometric Study
Abstract
1 Introduction
2 Methodology and Data
3 Results
3.1 Co-authorship and Country Networks
3.2 Most Productive and Highly-Cited Authors and Countries
3.3 Most Relevant Keywords of APMS Proceedings
3.4 Special Interest Groups (SIGs)
4 Discussion
5 Conclusion and Outlook
Acknowledgment
References
Smart Supply Networks
Price Decision Making in a Centralized/Decentralized Solid Waste Disposal Supply Chain with One Contractor and Two Disposal Facilities
Abstract
1 Introduction
2 Model Representation
2.1 Decentralized Waste Management Supply Chain
2.2 Integrated Waste Management Supply Chain
3 Discussion
4 Numerical Example
5 Conclusions
References
Understanding the Impact of User Behaviours and Scheduling Parameters on the Effectiveness of a Terminal Appointment System Using Discrete Event Simulation
Abstract
1 Introduction
2 The Wood Chip Export Terminal Field Site
3 Data Collection and Simulation Model
4 Modelling Results
5 Discussion and Future Research
6 Conclusion
References
Full-Scale Discrete Event Simulation of an Automated Modular Conveyor System for Warehouse Logistics
Abstract
1 Introduction
2 The Automated Modular Conveyor System Under Study
2.1 The Geometry and Operation
2.2 Operational Challenges
3 The Full-Scale Dynamical Model
3.1 The Model Logic
3.2 Simulation Input and Statistical Modelling
3.3 Model Verification and Validation
4 Results and the Improved Design
5 Conclusions
References
Handling Uncertainties in Production Network Design
Abstract
1 Introduction and Motivation
2 State of the Art
2.1 Existing Approaches for Production Network Design
2.2 Handling Uncertainties
3 Approach
3.1 Initiation Phase
3.2 Modelling Phase
3.3 Evaluation and Decision Making
4 Application
5 Conclusion and Future Research
6 Acknowledgment
References
Supply Chain Scenarios for Logistics Service Providers in the Context of Additive Spare Parts Manufacturing
Abstract
1 Introduction
2 Motivation
3 State of the Art
4 Supply Chain Scenarios for LSPs in the Context of Additive Spare Parts Manufacturing
5 Conclusion and Further Research
Acknowledgements
References
Supply Chain Optimization in the Tire Industry: State-of-the-Art
Abstract
1 Introduction
2 State-of-the-Art Review
2.1 Literature Selection
2.2 Mixed Integer Linear Programming (MILP)
2.3 Mixed Integer Non-linear Programming (MINLP)
2.4 Closed-Loop Supply Chain
2.5 Reverse Logistic
3 Analysis and Observations
3.1 Literature Analysis
3.2 Critical Analysis
3.3 Managerial Implications
4 Towards a Conceptual Framework
5 Conclusions
References
Collaborative Exchange of Cargo Truck Loads: Approaches to Reducing Empty Trucks in Logistics Chains
Abstract
1 Introduction
2 Planning Approach in Case Companies
3 Planning Concepts
4 Discussion and Conclusion
Acknowledgements
References
An Integrated Approach for Supply Chain Tactical Planning and Cash Flow Valuation
Abstract
1 Introduction
2 Literature Review
2.1 Multi-level Tactical Planning
2.2 A Valuation Method: Activity Based Costing
2.3 Coupling and Review Analysis
3 An Approach for the Physical and Financial Flows Assessment of the Supply Chain
3.1 Designing a Decision Support System Using PREVA
3.2 Formalization for Tactical Production Planning in Multi-site Supply Chain Structure
3.3 Cost Model
3.4 Implementation of the Proposed Approach to a Chemical Process Industry
4 Conclusion
References
UAV Set Covering Problem for Emergency Network
1 Introduction
2 Problem Definition and Mathematical Formulation
3 Branch-and-Price Approach for USCP
3.1 Master Problem
3.2 Pricing Subproblem
4 Computational Experiments
5 Conclusions
References
A Stochastic Optimization Model for Commodity Rebalancing Under Traffic Congestion in Disaster Response
Abstract
1 Introduction
2 Literature Review
3 Problem and Methodology
3.1 Problem Statement
3.2 Model Formulation
3.3 Solution Method
4 Numerical Analysis
5 Conclusion and Future Research
References
Optimal Supplier Selection in a Supply Chain with Predetermined Loading/Unloading Time Windows and Logistics Truck Share
Abstract
1 Introduction
2 Mathematical Model
2.1 Assumption
2.2 Sets
2.3 Parameters
2.4 Decision Variables
2.5 Mathematical Formulation
2.6 Model Linearization
3 Computational Results
4 Conclusions
References
Scheduling Auction: A New Manufacturing Business Model for Balancing Customization and Quick Delivery
1 Introduction
1.1 Literature Review
2 Proposed Method
3 Example Case
3.1 Notation
3.2 Formulation
3.3 Algorithm
3.4 Computational Experiments
4 Conclusion
References
Passenger Transport Disutilities in the US: An Analysis Since 1990s
Abstract
1 Introduction
2 Materials and Methods
2.1 Analysis of the National Transportation Statistics 2018
3 Results and Discussions
3.1 Main Findings, Consistency of the Results and Speculations Regarding Causes Behind Disutilities Behavior
4 Conclusions and Outlook
References
Sustainability and Production Management
Configuring the Future Norwegian Macroalgae Industry Using Life Cycle Analysis
Abstract
1 Introduction
2 Goal and Scope
2.1 System Boundaries and Functional Unit
2.2 Scenarios for Industrial Implementation
2.3 Data Quality
3 Results
4 Discussion
5 Concluding Remarks
References
Operationalizing Industry 4.0: Understanding Barriers of Industry 4.0 and Circular Economy
Abstract
1 Introduction
2 Definitions
2.1 Industry 4.0
2.2 Circular Economy (CE)
3 Implementing Industry 4.0 and a Circular Economy Focus
4 Methodology
5 Findings
5.1 Conceptualization of the Term "Industry 4.0"
5.2 Barriers for Implementation of New Technology Related to Industry 4.0
5.3 Barriers for a Move Towards Circular Economy
6 Discussion and Conclusion
References
Business Model Innovation for Eco-Efficiency: An Empirical Study
Abstract
1 Introduction
2 Literature Review
2.1 Business Model Innovation
2.2 Eco-Efficiency
3 Methods
4 Findings and Discussion
5 Concluding Remarks
References
Atmospheric Water Generation (AWG): Performance Model and Economic Analysis
1 Introduction
2 Methodology
2.1 Atmospheric Water Generators
2.2 Production Model
2.3 Energy Consumption
2.4 Economic Analysis
3 Results
3.1 Production Estimation
3.2 Economic Analysis
4 Discussion of Results and Conclusion
References
Life Cycle Assessment for Ordinary and Frost-Resistant Concrete
1 Introduction
2 Composition of Concrete
3 Methodology for LCA
4 Life Cycle Impact Assessment and Results
5 Conclusion and Implications
References
Production Management Theory and Methodology
Simulation Based Optimization of Lot Sizes for Opposing Logistic Objectives
Abstract
1 Introduction
2 Utilized Approaches
2.1 Static Lot Size Calculation
2.2 Mathematical Model for the Lot Sizing Problem
2.3 Discrete Event Simulation
3 Production System and Database
4 Results
5 Conclusion and Future Research
References
A Proposal of Order Planning Method with Consideration of Multiple Organizations in Manufacturing System
Abstract
1 Introduction
2 Target Model
2.1 Customer
2.2 Salesperson
2.3 Factory
3 Proposed Order Planning Method
3.1 Notation
3.2 Algorithm of Proposed Method
3.3 Formulation of K-Stage Flow Shop Scheduling
4 Computational Experiments
4.1 Experimental Conditions
4.2 Experiment 1: Comparison by Objective Function Parameter {{\varvec \upalpha}}
4.3 Experiment 2: Comparison by Margin Time {\varvec MT}_{{{\varvec p},{\varvec c},{\varvec s}}}
5 Conclusion
References
Reduction of Computational Load in Robust Facility Layout Planning Considering Temporal Production Efficiency
1 Introduction
2 Outline of Robust FLP Considering Temporal Efficiency
3 Improvement for Reducing Computational Load
4 Numerical Experiments
5 Summary
References
Decision-Making Process for Buffer Dimensioning in Manufacturing
Abstract
1 Introduction
2 Theoretical Frame of Reference
2.1 Variation Management
2.2 Buffer Management
2.3 Buffer Dimensioning
3 Service Performance Management and Buffers
3.1 Input Data
3.2 Decision Maker
3.3 Process Logic
4 Scenarios for Buffer Dimensioning
4.1 Integrating the Buffer Dimensioning Aspects
4.2 Six Scenarios for Buffer Dimensioning
5 Conclusions
Acknowledgement
References
Postponement Revisited - A Typology for Displacement
Abstract
1 Introduction
2 Defining Form and Place Postponement in Terms of the CODP
3 Creating a Typology for Displacement
4 Applying the Typology for Displacement
5 Discussion, Conclusions, and Further Research
Acknowledgement
References
Efficient Heuristic Solution Methodologies for Scheduling Batch Processor with Incompatible Job-Families, Non-identical Job-Sizes and Non-identical Job-Dimensions
Abstract
1 Introduction
2 Related Literature Review
3 Solution Methodologies
3.1 Greedy Heuristic Algorithm (GHA)
3.2 Genetic Algorithm (GA)
4 Computational Experiments
4.1 Benchmark Procedure: Proposed Lower Bound (LB) Procedure
4.2 Experimental Design
4.3 Measures of Effectiveness
5 Performance Evaluation of the Proposed Heuristic Algorithms
6 Conclusion
References
Optimizing Workflow in Cell-Based Slaughtering and Cutting of Pigs
1 Introduction
2 Problem Description
3 Modeling and Solution Approaches
3.1 A Construction Heuristic
4 Computational Experiments
4.1 Test Instances
4.2 Results
5 Conclusions
References
Increasing the Regulability of Production Planning and Control Systems
Abstract
1 Background
2 Introduction
3 Methodological Approach and Preconditions
4 Components of the Model
5 Outlook and Further Research
References
Possibilities and Benefits of Using Material Flow Information to Improve the Internal Hospital Supply Chain
Abstract
1 Introduction
2 Theoretical Background
3 Methodology
4 Analysis
5 Discussion and Conclusion
Acknowledgement
References
Medical Supplies to the Point-Of-Use in Hospitals
Abstract
1 Introduction
2 Theoretical Background
3 Case Study
3.1 Methodology
3.2 Materials Ordering Flow
4 Discussion
5 Conclusion and Further Research
Acknowledgement
References
Combining the Inventory Control Policy with Pricing and Advertisement Decisions for a Non-instantaneous Deteriorating Product
Abstract
1 Introduction
2 Mathematical Modelling
2.1 Searching Algorithm
3 Numerical Example
3.1 Discussion
4 Conclusions and Future Works
References
Assessing Fit of Capacity Planning Methods for Delivery Date Setting: An ETO Case Study
1 Introduction
2 Delivery Date Setting in ETO Manufacturing
3 Rough-Cut Capacity Planning
4 Case Study
4.1 Methodology
4.2 Assessing Fit
5 Conclusion
References
Data-Driven Production Management
From a Theory of Production to Data-Based Business Models
Abstract
1 Introduction
2 Towards a Theory of Production
3 Data-Based Business Models
3.1 Foundations of Business Models
3.2 Framework for Production Data-Based Business Models and Innovations
4 Validation
5 Summary and Outlook
Acknowledgement
References
Real-Time Data Sharing in Production Logistics: Exploring Use Cases by an Industrial Study
Abstract
1 Introduction
2 Research Methodology and Approach
3 Case Study
3.1 Production Logistics at AstraZeneca
3.2 Real-Time Data Sharing Use Cases at AstraZeneca
3.3 Real-Time Data Sharing and Enabling Technologies
4 Discussion and Conclusion
Acknowledgment
References
Scenarios for the Development and Use of Data Products Within the Value Chain of the Industrial Food Production
Abstract
1 Introduction
2 State of Research
2.1 Data Products
2.2 Future Trends and Scenarios for the Chocolate Production
3 Methodology
4 Results
4.1 Execution of the Scenario Analysis (Step 1 to 4)
4.2 Scenario Description and Interpretation (Step 5)
5 Conclusion and Outlook
Acknowledgements
References
Bidirectional Data Management in Factory Planning and Operation
Abstract
1 Introduction
2 Production Ramp-Up Phase as the Transition from Factory Planning to Factory Operation
2.1 The Ramp-Up Data Gap
2.2 Lever 1: Exploiting Digital Factory Planning Tools
2.3 Lever 2: Enrichment of Planning Data
2.4 Practical Validation and Results
References
Open Access Digital Tools' Application Potential in Technological Process Planning: SMMEs Perspective
Abstract
1 Introduction
1.1 Motivation
1.2 Classification of Digital Tools Used in TPP
1.3 Perspectives of Technological Process Planning in SMMEs
2 Existing Open Access Digital Tools and Their Availability for SMMEs
3 The Proposed OADT Implementation Procedures
4 Cost-Related Implementation of the Digital Tools in SMMEs
5 Conclusion
Acknowledgement
References
Industry 4.0 Implementations
Implementation of Industry 4.0 in Germany, Brazil and Portugal: Barriers and Benefits
Abstract
1 Introduction
2 Literature Review
2.1 Barriers
2.2 Benefits
2.3 Digitization and Industry 4.0
3 Method
4 Results and Discussion
4.1 Comparison of Results
5 Conclusion
References
Planning Guideline and Maturity Model for Intra-logistics 4.0 in SME
Abstract
1 Introduction
2 Theoretical Background
2.1 Intralogistics
2.2 Industry 4.0
2.3 Maturity Models
3 Maturity Model for Intralogistics 4.0
3.1 Requirements and Context
3.2 Maturity Levels
3.3 Dimensions and Indicators
3.4 Maturity Level - Parameter Matrix
4 Experiences from Practical Application and Conclusion
References
Self-assessment of Industry 4.0 Technologies in Intralogistics for SME's
Abstract
1 Introduction
2 Related Works
3 Methodic Procedure
4 Results/Validation
5 Conclusion
Acknowledgements
References
Industry 4.0 Visions and Reality- Status in Norway
Abstract
1 Introduction
2 Visions of Industry 4.0
2.1 Operationalization of Industry 4.0
2.2 The Human Aspect of Industry 4.0
3 Survey Method, Questionnaire and Sample
3.1 Design of Survey
3.2 Designing and Implementing the Survey
4 Results
4.1 Existing Digital Tools and Systems at Shop Floor Level
4.2 User, Perceived Usefulness and Quality of Digital Technology
5 Analysis
5.1 State of the Cyber-Systems
5.2 State of the Human Computer Interaction
6 Conclusion
Exploring the Impact of Industry 4.0 Concepts on Energy and Environmental Management Systems: Evidence from Serbian Manufacturing Companies
Abstract
1 Introduction
2 Background and Related Work
2.1 Implications of Industry 4.0 Concepts on Industrial Energy Strategies
2.2 Research Questions
3 Data and Methodology
4 Results and Discussion
5 Conclusion
References
Smart Factory and IIOT
Virtualization of Sea Trials for Smart Prototype Testing
Abstract
1 Introduction
2 Related Work
2.1 Knowledge-Based Vessel Development
2.2 Sensor Data Acquisition
3 Approach
3.1 Virtualization Prerequisites
3.2 Sea Trial Virtualization
3.3 Data Curation
4 Validation
5 Conclusion
Acknowledgments
References
IoH Technologies into Indoor Manufacturing Sites
Abstract
1 Introduction
2 IoH Technologies
2.1 Indoor Positioning System Configuration
2.2 Work Motion Recognition
3 Manufacturing Site Case Studies
3.1 Cable Manufacturing Line
3.2 Assembly Line
4 Discussion
4.1 Make Time Tangible
4.2 Cost Comparison
5 Conclusion
Acknowledgements
References
3D Visualization System of Manufacturing Big Data and Simulation Results of Production for an Automotive Parts Supplier
Abstract
1 Introduction
2 3D Visualization of Production History and Simulation Results
3 Implementation
4 Conclusion
Acknowledgement
References
Cyber-Physical Systems
Blockchain as an Internet of Services Application for an Advanced Manufacturing Environment
Abstract
1 Introduction
2 Research Method
3 Blockchain and Smart Contracts
4 Industry 4.0 Structural Elements
4.1 Cyber Physical Systems
4.2 Internet of Things
4.3 Internet of Services
5 Proposed Architecture
6 Application Case
6.1 Context of the Hypothetical Case
6.2 Application of Proposed Architecture
7 Final Considerations
References
Development of a Modeling Architecture Incorporating the Industry 4.0 View for a Company in the Gas Sector
Abstract
1 Introduction
2 Proposed Architecture
3 Conclusions and Further Research
Acknowledgements
References
Process for Enhancing the Production System Robustness with Sensor Data - a Food Manufacturer Case Study
Abstract
1 Introduction
2 Method
2.1 Case Company
3 Identifying the Potential
4 Example
4.1 Identifying Start Temperature
4.2 Cost of Investment
5 Conclusion
References
In-Process Noise Detection System for Product Inspection by Using Acoustic Data
Abstract
1 Introduction
2 Vibrations Sensors for Inspection
2.1 Inspection Using Accelerometer
2.2 Inspection Using Laser Vibrometer
2.3 Inspection Using Laser Ultrasonics
2.4 Inspection Using Acoustic Emission Sensor
2.5 Inspection Using Microphone
3 In-Process Noise Detection System for Car Body Parts
4 Conclusion
References
Knowledge Management in Design and Manufacturing
Closed-Loop Manufacturing for Aerospace Industry: An Integrated PLM-MOM Solution to Support the Wing Box Assembly Process
Abstract
1 Introduction
1.1 Research Goals and Questions
2 Research Background
3 Methodology
4 Results and Discussions
5 Conclusion
References
Modeling Manual Assembly System to Derive Best Practice from Actual Data
Abstract
1 Introduction
2 Model of Assembly Systems
2.1 Manual Assembly System as a Socio-Technical System
2.2 Model
3 Modeling Manual Assembly System in Context of Deriving Best Practice from Actual Data
3.1 Derivation of Formal and Content-Related Requirements of the Model
3.2 Modeling
4 Conclusion and Outlook
References
Application of a Controlled Assembly Vocabulary: Modeling a Home Appliance Transfer Line
Abstract
1 Why Implement a Controlled Vocabulary?
2 Controlled Vocabulary Context
3 Application of Controlled Vocabulary
3.1 Procedure
3.2 Applicability to Assembly Process
3.3 Measures of Agreement
4 Summary
4.1 Limitations
4.2 Future Work
References
What Product Developers Really Need to Know - Capturing the Major Design Elements
Abstract
1 Introduction
1.1 Challenges in Fact-Based Product Development
1.2 The R&D Projects and Scientific Approach
2 Perspectives on Fact-Based Design
2.1 Knowledge and "Facts"
2.2 The Product Development Process
2.3 Knowledge Requirements - Product and Process
3 The R&D Projects' Focus on Product Design
3.1 The Companies
3.2 The Design Processes
3.3 Identifying the Major Design Elements
3.4 A Hint of What Data We Might Have and What We Could Learn
4 Conclusion
References
Collaborative Product Development
Design-for-Cost - An Approach for Distributed Manufacturing Cost Estimation
Abstract
1 Introduction
2 Literature Review
2.1 Cost Estimation Methods
2.2 Cost Elements
3 Cost Estimation Framework
4 Cost Estimation Method and Cost Breakdown
4.1 Material Cost
4.2 Machining, Labor and Tool Costs
4.3 Defect Cost
4.4 Packaging Cost
4.5 Delivery Cost
4.6 Selling and Administrative Cost and Profit
5 Use Case
6 Conclusion
Disclaimer
References
Computer-Aided Selection of Participatory Design Methods
Abstract
1 Collaborative Workplace and Process Design Methods to Empower and Engage Employees
2 Classification of Participatory Design Methods
2.1 Elements for Structuring the Participatory Design Method Cube
2.2 Attendees of Participatory Workshops in a Factory Context
2.3 Structuring the Participatory Design Method Cube
3 Designing the Computer-Aided Selection Tool
3.1 Definition and Refinement of the Selection Criteria
3.2 Implementation of the Procedure for Participatory Design Methods
4 Summary and Future Plans
Acknowledgement
References
Knowledge Management Environment for Collaborative Design in Product Development
Abstract
1 Introduction
2 Literature Review
3 Research Design
3.1 Sampling
3.2 Data Collection
3.3 Data Analysis
4 A Typology of KMEs
4.1 Project Based KMEs
4.2 Document-Possessor Based KMEs
4.3 Integration in Workflow
5 Conclusion
References
A Multi-criteria Approach to Collaborative Product-Service Systems Design
1 Introduction
2 MCDA Approaches for PSS Design
3 AHP for Early Stages of PSS Design
4 The Case of a French Company
4.1 The Collaborative Process in C
4.2 AHP Application in C
5 Discussion
6 Conclusions
References
ICT for Collaborative Manufacturing
MES Implementation: Critical Success Factors and Organizational Readiness Model
Abstract
1 Introduction
2 Critical Success Factors in MES Implementation
2.1 Human Factors
2.2 Technological Factors
2.3 Organisational Factors
3 Organizational Readiness Model
3.1 Critical Success Factors at Each Readiness Level
4 Conclusion
References
Identifying the Role of Manufacturing Execution Systems in the IS Landscape: A Convergence of Multiple Types of Application Functionalities
Abstract
1 Introduction
2 Classification of Information Systems in Manufacturing
3 Assessing the Role of MES and Its Functions
4 The Interfaced Functionality of MES
5 Conclusion
References
A Generic Approach to Model and Analyze Industrial Search Processes
Abstract
1 Introduction
2 Search Processes in the Field of Industrial Production
2.1 Identifying Search Processes
2.2 Improving Search Processes
3 Modelling Industrial Search Processes
4 Analyzing Industrial Search Processes
4.1 Data Collection
4.2 Data Aggregation
4.3 Data Analysis
5 Evaluation by a Simplified Application
6 Summary and Outlook
Acknowledgement
References
A Methodology to Assess the Skills for an Industry 4.0 Factory
Abstract
1 Introduction
2 Methodology
3 Literature Review
3.1 Skills Assessment Models
3.2 Maturity Models
4 DREAMY4Skills Methodology
4.1 DREAMY4Skills: Skills 4.0 Assessment Model
4.2 DREAMY4Skills Development
4.3 DREAMY4Skills Application
5 Limitations and Conclusions
References
Collaborative Technology
A Theoretical Approach for Detecting and Anticipating Collaboration Opportunities
Abstract
1 Introduction
2 Collaboration Network Types
3 Approach
4 Conclusion and Future Work
References
The Systematic Integration of Stakeholders into Factory Planning, Construction, and Factory Operations to Increase Acceptance and Prevent Disruptions
Abstract
1 Introduction
2 Status Quo of Participatory Elements in the Factory Planning Process
3 Selected Results of the Studies
4 Concept
5 Summary and Outlook
Acknowledgment
References
Service Engineering Models: History and Present-Day Requirements
Abstract
1 Introduction
2 Selected Service Engineering Models and Related Norms
3 Requirements for Modern Service Engineering Models
4 Outlook
5 Acknowledgment
References
Design and Simulation of an Integrated Model for Organisational Sustainability Applying the Viable System Model and System Dynamics
Abstract
1 Introduction
2 Fundamental Definitions and State of Research
2.1 Sustainability
2.2 The Company and Its Organisational Management
2.3 The Company and Its Supply Chain (SC): From the Bullwhip Effect to a Collaborative SC
2.4 Individual and Society Needs in the Area of Influence of an Organisation
2.5 Concurrent and Collaborative Work Applied to an Organisation and Its Related Environment
3 Methodology and Concept Development
4 Design and Simulation of an Integrated Model for Organisational Sustainability: Applying the Viable System Model and System Dynamics
4.1 Design of an Integrated Model for Organisational Sustainability: Applying the Viable System Model
4.2 Simulation of an Integrated Model for Organisational Sustainability Using System Dynamics
5 Critical Reflection and Outlook
References
Applications of Machine Learning in Production Management
Enabling Energy Efficiency in Manufacturing Environments Through Deep Learning Approaches: Lessons Learned
1 Introduction
2 Challenges for Enabling Energy-Efficient Manufacturing
3 Energy Efficiency in Manufacturing with Deep Learning
3.1 Use Case 1: Energy Efficiency in Food Processing
3.2 Use Case 2: Energy Efficiency in Waste Processing
3.3 Use Case 3: Energy Efficiency in Feed Processing
4 Discussions and Findings
5 Conclusion
References
Retail Promotion Forecasting: A Comparison of Modern Approaches
Abstract
1 Introduction
2 Background
3 Method
4 Results
5 Discussion
6 Conclusion
References
A Data Mining Approach to Support Capacity Planning for the Regeneration of Complex Capital Goods
Abstract
1 Introduction
2 Development of a Rail Vehicle Regeneration Database
3 Determination of a Suitable Data Mining Approach
4 Summary and Outlook
Acknowledgments
References
Developing Smart Supply Chain Management Systems Using Google Trend's Search Data: A Case Study
Abstract
1 Introduction
1.1 Google Trend
1.2 Precision Machining Versus Electric Discharge Machining
2 Methodology
2.1 Auto Regressive Moving Average (ARMA) Models
2.2 Vectorial ARMA Models (ARMAV)
2.3 Auto Regressive Characteristic Polynomial Roots
2.4 Prediction
3 Result
3.1 Dataset Introduction
3.2 ARMA Model Results
3.3 Stochastic Trends and Seasonalities for ARMA Models
3.4 ARMAV Model Results
3.5 Stochastic Trends and Seasonalities for ARMAV Models
3.6 Performance Evaluation for ARMA and ARMAV Models
3.7 Prediction Results for the PM Search Dataset
4 Conclusion and Future Work
References
Collaborative Technology
Managing Knowledge in Manufacturing Industry - University Innovation Projects
Abstract
1 Introduction
2 Theoretical Background
3 Methodology and Background for Study
4 Findings
5 Discussion
5.1 Collaborative Concepts for Knowledge Creation and Exploitation
5.2 Commitment and Continuous Improvement of Collaborative Concepts
5.3 Verification of the Proposed Knowledge Management Model
6 Conclusion
References
Technology Companies in Judicial Reorganization
Abstract
1 Introduction
2 Methods
3 Results
3.1 Legislation
3.2 Studies Cases
3.2.1 Economic Indicator
3.2.2 Revenue
3.2.3 Financial Expenses
3.2.4 Statement of Profit or Loss
4 Conclusion
References
Multiscale Modeling of Social Systems: Scale Bridging via Decision Making
1 Introduction
2 Target Model and Multiscale Modeling
2.1 Target Model
2.2 Multiscale Modeling
3 Computational Experiment and Discussions
4 Conclusions
References
e-Health: A Framework Proposal for Interoperability and Health Data Sharing. A Brazilian Case
Abstract
1 Introduction
2 Methodology
3 Results
3.1 A Brazilian Case
4 Conclusions
Acknowledgments
References
Managing Risk and Opportunities in Complex Projects
Abstract
1 Complex Projects
2 Project Uncertainty, Risk and Opportunity
3 Risk Navigation
4 Hunting for Opportunities
5 Verification Case
6 Conclusion
References
Author Index

System requirements

Save as PDF Copy link into clipboard

Schweitzer Fachinformationen

Advances in Production Management Systems. Towards Smart Production Management Systems

Description

More details

Other editions

Additional editions

Content

System requirements