Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems: IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I.
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| Main Author: | |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing AG
2020
|
| Series: | IFIP Advances in Information and Communication Technology Ser.
v.591 |
| Subjects: | |
| Item Description: | Description based on publisher supplied metadata and other sources |
| Physical Description: | 1 Online-Ressource (693 pages) |
| ISBN: | 9783030579937 |
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| 245 | 1 | 0 | |a Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems |b IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I. |
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| 264 | 4 | |c ©2020 | |
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| 490 | 0 | |a IFIP Advances in Information and Communication Technology Ser. |v v.591 | |
| 500 | |a Description based on publisher supplied metadata and other sources | ||
| 505 | 8 | |a Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- I Advanced Modelling, Simulation and Data Analytics in Production and Supply Networks -- A Robust Multi-commodity Rebalancing Process in Humanitarian Logistics -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Robust Optimization Model -- 3.1 Problem Description -- 3.2 Notations -- 3.3 Robust Strategy -- 3.4 Robust Optimization Model -- 3.5 Linearization Method -- 4 Numerical Example -- 5 Conclusion and Future Study -- Acknowledgment -- References -- Towards a Unified Reliability-Centered Information Logistics Model for Production Assets -- Abstract -- 1 Introduction -- 1.1 Reliability and Risk in Production and Maintenance -- 1.2 Holdbacks for the Implementation of Reliability Concepts -- 1.3 Derivation of Research Needs -- 2 Risk Modelling and Knowledge Preservation -- 3 Information Logistics Model for Risks of Production Assets -- 3.1 Risk Management Ontology for Production Assets -- 3.2 Exemplary Transfer into an Information Logistics Model -- 4 Conclusion -- References -- Characterization of Energy Consumers in Production Systems with Renewable On-Site Power Generation -- Abstract -- 1 Introduction and State of the Art -- 2 Electrical and Thermal Consumers in Manufacturing -- 2.1 Functional Characteristics -- 2.2 Process-Related Properties -- 3 Consumer Characterization -- 3.1 Overall Classification -- 3.2 Relevant Distinguishing Features -- 4 Conclusion and Further Steps -- Acknowledgment -- References -- Scientific Literature -- Statistical Surveys and National Norms -- A Simulation Model Supporting the Production Optimization for High-Precision Machines Assembly -- Abstract -- 1 Introduction -- 2 Simulation in the Industry 4.0 Era -- 3 The Simulation Model -- 3.1 Assumption and Programming Choices -- 4 Model Verification and Validation | |
| 505 | 8 | |a 5 Use of the Model to Optimize the Production Management -- 5.1 Comparison of Dispatching Rules -- 5.2 Comparison of Alternative Scheduling Plans -- 5.3 Optimization of the Training Plan -- 6 Managerial Implications and Conclusions -- References -- Agent-Based Modeling and Analysis of Dynamic Slab Yard Management in a Steel Factory -- Abstract -- 1 Introduction -- 2 A Simple Model of Slab Yard and Its Management -- 3 Crane Operator Reinforcement Learning Agent -- 3.1 Actions -- 3.2 Rewards -- 3.3 State Features -- 3.4 State Value Function -- 3.5 Myopic and Forward-Looking Policies -- 3.6 Learning Algorithm -- 4 Numerical Experiments -- 5 Conclusions -- References -- A Simulation Analysis of Part Feeding to Assembly Stations with Vertical Robotic Storage and Retrieval Systems -- Abstract -- 1 Introduction -- 2 System Description -- 3 Simulation Model -- 4 Results Discussion -- 4.1 Relationship Between Supermarkets Size and Number of Robots -- 4.2 Relationship Between Order Size and System Performance -- 5 Conclusion -- References -- Process Mining in Manufacturing: Goals, Techniques and Applications -- Abstract -- 1 Introduction -- 2 Research Design -- 3 Data Extraction Results -- 4 Conclusion -- References -- Bayesian Modelling for Product Testing and Release -- Abstract -- 1 Introduction -- 1.1 Background -- 1.2 Literature -- 2 A Bayesian Product Improvement Model -- 2.1 Model Development -- 2.2 The Likelihood Function -- 2.3 Prior for {{\varvec \upbeta}} -- 2.4 Prior for α -- 2.5 Joint Prior for α and β -- 2.6 Putting It All Together -- 3 Applying the Model -- 4 Conclusions -- Acknowledgment -- References -- I Advanced, Digital and Smart Manufacturing -- The Use of Organizational Innovation Concepts in Manufacturing Companies -- Abstract -- 1 Introduction -- 2 Organizational Innovation Concepts -- 3 About European Manufacturing Survey | |
| 505 | 8 | |a 4 Results and Discussion -- 4.1 Organizational Concepts in EMS -- 4.2 Organizational Concepts and Advanced Manufacturing Technologies -- 5 Conclusion -- References -- Systems Engineering Approach to Identify Requirements for Digital Twins Development -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Systems Engineering Approach to Identify the Requirements of a Digital Twin -- 3.1 Identify Questions Using ISO 42010 -- 3.2 Define Requirements Using an EARS Approach -- 4 Use Case -- 4.1 Use Case Overview -- 4.2 Systems Engineering Analysis -- 4.3 Limitations -- 5 Conclusion -- Acknowledgement -- References -- Manufacturing Operations Management for Smart Manufacturing - A Case Study -- Abstract -- 1 Introduction -- 2 MOM Evolution Towards Smart Manufacturing -- 2.1 MES Evolution to MOM -- 2.2 MOM Evolution to MOM for Smart Manufacturing -- 3 Case Study -- 4 Conclusion -- Acknowledgment -- References -- Industry 4.0 on Demand: A Value Driven Methodology to Implement Industry 4.0 -- Abstract -- 1 Introduction -- 2 Industry 4.0 Implementation and Value Creation Approaches -- 3 Methodological Approach -- 3.1 I4.0 Maturity Assessment -- 3.2 Process AS-IS Analysis -- 3.3 I4.0 Roadmap Design -- 4 Methodology Validation -- 5 Conclusion -- References -- Gamification of Operational Tasks in Manufacturing -- Abstract -- 1 Introduction -- 2 Research Methodology and Data Collection -- 3 Analysis of the Results -- 3.1 Type of Research -- 3.2 Location of Research -- 3.3 Focus of Research -- 3.4 Statistical Hypothesis Testing -- 3.5 Overall Content Analysis -- 4 Discussion -- 4.1 Quantitative Observations -- 4.2 Qualitative Observations -- 5 Conclusions and Future Work -- Acknowledgements -- References -- Technology Adoption in the Industry 4.0 Era: Empirical Evidence from Manufacturing Companies -- Abstract -- 1 Introduction -- 2 Literature Review | |
| 505 | 8 | |a 3 Methods and Data -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards the Definition of an Impact Level Factor of SME Features Over Digital Transformation -- Abstract -- 1 Introduction -- 2 Digital Transformation and Manufacturing SMEs Elements -- 2.1 DT Dimensions -- 2.2 Features of Manufacturing SMEs -- 3 Impact Analysis -- 3.1 Methodology -- 3.2 Impact Analysis -- 4 Industry Feedback -- 5 Conclusions and Perspectives -- Acknowledgments -- References -- Industry 4.0: Maturity of Automotive Companies in Brazil for the Digitization of Processes -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 4 Result and Discussion -- 5 Conclusion -- Acknowledgment -- References -- General Readiness Assessment of Industry 4.0: Evidence from Serbian Manufacturing Industry -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Research Questions -- 4 Data and Methodology -- 5 Results -- 6 Discussion and Conclusion -- References -- I Digital and Virtual Quality Management Systems -- Assembly Issue Resolution System Using Machine Learning in Aero Engine Manufacturing -- Abstract -- 1 Introduction -- 2 Problem Description -- 3 State of the Art -- 4 Solution Definition -- 5 Design and Development of the Prototype -- 5.1 Data Science -- 5.2 Implementation of Models into a Prototype -- 6 Conclusion and Outlook -- References -- Introduction to Material Feeding 4.0: Strategic, Tactical, and Operational Impact -- Abstract -- 1 Introduction -- 2 Review of the Existing Literature -- 2.1 Transportation -- 2.2 Preparation -- 2.3 Material Management -- 3 Material Feeding 4.0 -- 3.1 Strategic Level in MF 4.0 -- 3.2 Tactical Level in MF 4.0 -- 3.3 Operational Level in MF 4.0 -- 4 Conclusion -- References -- I Cloud-Manufacturing -- Cycle Time Estimation Model for Hybrid Assembly Stations Based on Digital Twin -- Abstract -- 1 Introduction | |
| 505 | 8 | |a 2 Problem Formulation and System Architecture -- 3 System Implementation -- 4 Case Study and Results -- 5 Conclusions and Outlook -- Acknowledgement -- References -- I Cyber-Physical Production Systems and Digital Twins -- Digital Shadows as an Enabler for the Internet of Production -- Abstract -- 1 Introduction -- 2 Literature Review on Digital Shadows and Digital Twins in Manufacturing -- 2.1 Historical Development of Publications -- 2.2 Characterization of Digital Shadows in Manufacturing -- 2.3 Characterization of Digital Twins in Manufacturing -- 3 Application of Digital Shadows in Production Planning and Control -- 3.1 Approach for Designing Digital Shadows -- 3.2 Potentials of Digital Shadows for Production Planning and Control -- 4 Conclusion and Further Research -- Acknowledgement -- References -- The Transformation Towards Smart(er) Factories: Integration Requirements of the Digital Twin -- Abstract -- 1 Introduction -- 2 Theory -- 2.1 Concept of the Digital Twin -- 2.2 Types of Applications in the IS Landscape -- 2.3 Types of Integration Between IS -- 3 Digital Twin - Data and Integration Requirements -- 3.1 Application Types Within the Digital Twin -- 3.2 Integration Requirements Between the Digital Twin and Other IS -- 4 Conclusion -- References -- I IIOT Interoperability -- Towards Inter-Operable Enterprise Systems - Graph-Based Validation of a Context-Driven Approach for Message Profiling -- Abstract -- 1 Introduction -- 2 Background -- 3 E-UCM Approach - on-Going Validation -- 3.1 Validation of Effective Business Context -- 3.2 Validation of Algorithms for Message Profile Generation -- 3.3 Results Assessment -- 4 Validation Domain -- 5 Discussion and Future Work -- References -- I Supply Chain Planning and Optimization -- Software-Based Assistance System for Decision Support on Supply Chain Level -- Abstract -- 1 Introduction | |
| 505 | 8 | |a 2 State of the Art | |
| 650 | 4 | |a Production management-Data processing-Congresses.. | |
| 650 | 4 | |a Artificial intelligence-Industrial applications-Congresses.. | |
| 650 | 4 | |a Business logistics-Data processing-Congresses | |
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| 700 | 1 | |a Marjanovic, Ugljesa |e Sonstige |4 oth | |
| 700 | 1 | |a von Cieminski, Gregor |e Sonstige |4 oth | |
| 700 | 1 | |a Romero, David |e Sonstige |4 oth | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |a Lalic, Bojan |t Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems |d Cham : Springer International Publishing AG,c2020 |z 9783030579920 |
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| contents | Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- I Advanced Modelling, Simulation and Data Analytics in Production and Supply Networks -- A Robust Multi-commodity Rebalancing Process in Humanitarian Logistics -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Robust Optimization Model -- 3.1 Problem Description -- 3.2 Notations -- 3.3 Robust Strategy -- 3.4 Robust Optimization Model -- 3.5 Linearization Method -- 4 Numerical Example -- 5 Conclusion and Future Study -- Acknowledgment -- References -- Towards a Unified Reliability-Centered Information Logistics Model for Production Assets -- Abstract -- 1 Introduction -- 1.1 Reliability and Risk in Production and Maintenance -- 1.2 Holdbacks for the Implementation of Reliability Concepts -- 1.3 Derivation of Research Needs -- 2 Risk Modelling and Knowledge Preservation -- 3 Information Logistics Model for Risks of Production Assets -- 3.1 Risk Management Ontology for Production Assets -- 3.2 Exemplary Transfer into an Information Logistics Model -- 4 Conclusion -- References -- Characterization of Energy Consumers in Production Systems with Renewable On-Site Power Generation -- Abstract -- 1 Introduction and State of the Art -- 2 Electrical and Thermal Consumers in Manufacturing -- 2.1 Functional Characteristics -- 2.2 Process-Related Properties -- 3 Consumer Characterization -- 3.1 Overall Classification -- 3.2 Relevant Distinguishing Features -- 4 Conclusion and Further Steps -- Acknowledgment -- References -- Scientific Literature -- Statistical Surveys and National Norms -- A Simulation Model Supporting the Production Optimization for High-Precision Machines Assembly -- Abstract -- 1 Introduction -- 2 Simulation in the Industry 4.0 Era -- 3 The Simulation Model -- 3.1 Assumption and Programming Choices -- 4 Model Verification and Validation 5 Use of the Model to Optimize the Production Management -- 5.1 Comparison of Dispatching Rules -- 5.2 Comparison of Alternative Scheduling Plans -- 5.3 Optimization of the Training Plan -- 6 Managerial Implications and Conclusions -- References -- Agent-Based Modeling and Analysis of Dynamic Slab Yard Management in a Steel Factory -- Abstract -- 1 Introduction -- 2 A Simple Model of Slab Yard and Its Management -- 3 Crane Operator Reinforcement Learning Agent -- 3.1 Actions -- 3.2 Rewards -- 3.3 State Features -- 3.4 State Value Function -- 3.5 Myopic and Forward-Looking Policies -- 3.6 Learning Algorithm -- 4 Numerical Experiments -- 5 Conclusions -- References -- A Simulation Analysis of Part Feeding to Assembly Stations with Vertical Robotic Storage and Retrieval Systems -- Abstract -- 1 Introduction -- 2 System Description -- 3 Simulation Model -- 4 Results Discussion -- 4.1 Relationship Between Supermarkets Size and Number of Robots -- 4.2 Relationship Between Order Size and System Performance -- 5 Conclusion -- References -- Process Mining in Manufacturing: Goals, Techniques and Applications -- Abstract -- 1 Introduction -- 2 Research Design -- 3 Data Extraction Results -- 4 Conclusion -- References -- Bayesian Modelling for Product Testing and Release -- Abstract -- 1 Introduction -- 1.1 Background -- 1.2 Literature -- 2 A Bayesian Product Improvement Model -- 2.1 Model Development -- 2.2 The Likelihood Function -- 2.3 Prior for {{\varvec \upbeta}} -- 2.4 Prior for α -- 2.5 Joint Prior for α and β -- 2.6 Putting It All Together -- 3 Applying the Model -- 4 Conclusions -- Acknowledgment -- References -- I Advanced, Digital and Smart Manufacturing -- The Use of Organizational Innovation Concepts in Manufacturing Companies -- Abstract -- 1 Introduction -- 2 Organizational Innovation Concepts -- 3 About European Manufacturing Survey 4 Results and Discussion -- 4.1 Organizational Concepts in EMS -- 4.2 Organizational Concepts and Advanced Manufacturing Technologies -- 5 Conclusion -- References -- Systems Engineering Approach to Identify Requirements for Digital Twins Development -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Systems Engineering Approach to Identify the Requirements of a Digital Twin -- 3.1 Identify Questions Using ISO 42010 -- 3.2 Define Requirements Using an EARS Approach -- 4 Use Case -- 4.1 Use Case Overview -- 4.2 Systems Engineering Analysis -- 4.3 Limitations -- 5 Conclusion -- Acknowledgement -- References -- Manufacturing Operations Management for Smart Manufacturing - A Case Study -- Abstract -- 1 Introduction -- 2 MOM Evolution Towards Smart Manufacturing -- 2.1 MES Evolution to MOM -- 2.2 MOM Evolution to MOM for Smart Manufacturing -- 3 Case Study -- 4 Conclusion -- Acknowledgment -- References -- Industry 4.0 on Demand: A Value Driven Methodology to Implement Industry 4.0 -- Abstract -- 1 Introduction -- 2 Industry 4.0 Implementation and Value Creation Approaches -- 3 Methodological Approach -- 3.1 I4.0 Maturity Assessment -- 3.2 Process AS-IS Analysis -- 3.3 I4.0 Roadmap Design -- 4 Methodology Validation -- 5 Conclusion -- References -- Gamification of Operational Tasks in Manufacturing -- Abstract -- 1 Introduction -- 2 Research Methodology and Data Collection -- 3 Analysis of the Results -- 3.1 Type of Research -- 3.2 Location of Research -- 3.3 Focus of Research -- 3.4 Statistical Hypothesis Testing -- 3.5 Overall Content Analysis -- 4 Discussion -- 4.1 Quantitative Observations -- 4.2 Qualitative Observations -- 5 Conclusions and Future Work -- Acknowledgements -- References -- Technology Adoption in the Industry 4.0 Era: Empirical Evidence from Manufacturing Companies -- Abstract -- 1 Introduction -- 2 Literature Review 3 Methods and Data -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards the Definition of an Impact Level Factor of SME Features Over Digital Transformation -- Abstract -- 1 Introduction -- 2 Digital Transformation and Manufacturing SMEs Elements -- 2.1 DT Dimensions -- 2.2 Features of Manufacturing SMEs -- 3 Impact Analysis -- 3.1 Methodology -- 3.2 Impact Analysis -- 4 Industry Feedback -- 5 Conclusions and Perspectives -- Acknowledgments -- References -- Industry 4.0: Maturity of Automotive Companies in Brazil for the Digitization of Processes -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 4 Result and Discussion -- 5 Conclusion -- Acknowledgment -- References -- General Readiness Assessment of Industry 4.0: Evidence from Serbian Manufacturing Industry -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Research Questions -- 4 Data and Methodology -- 5 Results -- 6 Discussion and Conclusion -- References -- I Digital and Virtual Quality Management Systems -- Assembly Issue Resolution System Using Machine Learning in Aero Engine Manufacturing -- Abstract -- 1 Introduction -- 2 Problem Description -- 3 State of the Art -- 4 Solution Definition -- 5 Design and Development of the Prototype -- 5.1 Data Science -- 5.2 Implementation of Models into a Prototype -- 6 Conclusion and Outlook -- References -- Introduction to Material Feeding 4.0: Strategic, Tactical, and Operational Impact -- Abstract -- 1 Introduction -- 2 Review of the Existing Literature -- 2.1 Transportation -- 2.2 Preparation -- 2.3 Material Management -- 3 Material Feeding 4.0 -- 3.1 Strategic Level in MF 4.0 -- 3.2 Tactical Level in MF 4.0 -- 3.3 Operational Level in MF 4.0 -- 4 Conclusion -- References -- I Cloud-Manufacturing -- Cycle Time Estimation Model for Hybrid Assembly Stations Based on Digital Twin -- Abstract -- 1 Introduction 2 Problem Formulation and System Architecture -- 3 System Implementation -- 4 Case Study and Results -- 5 Conclusions and Outlook -- Acknowledgement -- References -- I Cyber-Physical Production Systems and Digital Twins -- Digital Shadows as an Enabler for the Internet of Production -- Abstract -- 1 Introduction -- 2 Literature Review on Digital Shadows and Digital Twins in Manufacturing -- 2.1 Historical Development of Publications -- 2.2 Characterization of Digital Shadows in Manufacturing -- 2.3 Characterization of Digital Twins in Manufacturing -- 3 Application of Digital Shadows in Production Planning and Control -- 3.1 Approach for Designing Digital Shadows -- 3.2 Potentials of Digital Shadows for Production Planning and Control -- 4 Conclusion and Further Research -- Acknowledgement -- References -- The Transformation Towards Smart(er) Factories: Integration Requirements of the Digital Twin -- Abstract -- 1 Introduction -- 2 Theory -- 2.1 Concept of the Digital Twin -- 2.2 Types of Applications in the IS Landscape -- 2.3 Types of Integration Between IS -- 3 Digital Twin - Data and Integration Requirements -- 3.1 Application Types Within the Digital Twin -- 3.2 Integration Requirements Between the Digital Twin and Other IS -- 4 Conclusion -- References -- I IIOT Interoperability -- Towards Inter-Operable Enterprise Systems - Graph-Based Validation of a Context-Driven Approach for Message Profiling -- Abstract -- 1 Introduction -- 2 Background -- 3 E-UCM Approach - on-Going Validation -- 3.1 Validation of Effective Business Context -- 3.2 Validation of Algorithms for Message Profile Generation -- 3.3 Results Assessment -- 4 Validation Domain -- 5 Discussion and Future Work -- References -- I Supply Chain Planning and Optimization -- Software-Based Assistance System for Decision Support on Supply Chain Level -- Abstract -- 1 Introduction 2 State of the Art |
| ctrlnum | (ZDB-30-PQE)EBC6318165 (ZDB-30-PAD)EBC6318165 (ZDB-89-EBL)EBL6318165 (OCoLC)1191131721 (DE-599)BVBBV048223197 |
| dewey-full | 658.5 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.5 |
| dewey-search | 658.5 |
| dewey-sort | 3658.5 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Wirtschaftswissenschaften |
| discipline_str_mv | Wirtschaftswissenschaften |
| format | Electronic eBook |
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September 3, 2020, Proceedings, Part I.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cham</subfield><subfield code="b">Springer International Publishing AG</subfield><subfield code="c">2020</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">©2020</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (693 pages)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">IFIP Advances in Information and Communication Technology Ser.</subfield><subfield code="v">v.591</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Description based on publisher supplied metadata and other sources</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- I Advanced Modelling, Simulation and Data Analytics in Production and Supply Networks -- A Robust Multi-commodity Rebalancing Process in Humanitarian Logistics -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Robust Optimization Model -- 3.1 Problem Description -- 3.2 Notations -- 3.3 Robust Strategy -- 3.4 Robust Optimization Model -- 3.5 Linearization Method -- 4 Numerical Example -- 5 Conclusion and Future Study -- Acknowledgment -- References -- Towards a Unified Reliability-Centered Information Logistics Model for Production Assets -- Abstract -- 1 Introduction -- 1.1 Reliability and Risk in Production and Maintenance -- 1.2 Holdbacks for the Implementation of Reliability Concepts -- 1.3 Derivation of Research Needs -- 2 Risk Modelling and Knowledge Preservation -- 3 Information Logistics Model for Risks of Production Assets -- 3.1 Risk Management Ontology for Production Assets -- 3.2 Exemplary Transfer into an Information Logistics Model -- 4 Conclusion -- References -- Characterization of Energy Consumers in Production Systems with Renewable On-Site Power Generation -- Abstract -- 1 Introduction and State of the Art -- 2 Electrical and Thermal Consumers in Manufacturing -- 2.1 Functional Characteristics -- 2.2 Process-Related Properties -- 3 Consumer Characterization -- 3.1 Overall Classification -- 3.2 Relevant Distinguishing Features -- 4 Conclusion and Further Steps -- Acknowledgment -- References -- Scientific Literature -- Statistical Surveys and National Norms -- A Simulation Model Supporting the Production Optimization for High-Precision Machines Assembly -- Abstract -- 1 Introduction -- 2 Simulation in the Industry 4.0 Era -- 3 The Simulation Model -- 3.1 Assumption and Programming Choices -- 4 Model Verification and Validation</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">5 Use of the Model to Optimize the Production Management -- 5.1 Comparison of Dispatching Rules -- 5.2 Comparison of Alternative Scheduling Plans -- 5.3 Optimization of the Training Plan -- 6 Managerial Implications and Conclusions -- References -- Agent-Based Modeling and Analysis of Dynamic Slab Yard Management in a Steel Factory -- Abstract -- 1 Introduction -- 2 A Simple Model of Slab Yard and Its Management -- 3 Crane Operator Reinforcement Learning Agent -- 3.1 Actions -- 3.2 Rewards -- 3.3 State Features -- 3.4 State Value Function -- 3.5 Myopic and Forward-Looking Policies -- 3.6 Learning Algorithm -- 4 Numerical Experiments -- 5 Conclusions -- References -- A Simulation Analysis of Part Feeding to Assembly Stations with Vertical Robotic Storage and Retrieval Systems -- Abstract -- 1 Introduction -- 2 System Description -- 3 Simulation Model -- 4 Results Discussion -- 4.1 Relationship Between Supermarkets Size and Number of Robots -- 4.2 Relationship Between Order Size and System Performance -- 5 Conclusion -- References -- Process Mining in Manufacturing: Goals, Techniques and Applications -- Abstract -- 1 Introduction -- 2 Research Design -- 3 Data Extraction Results -- 4 Conclusion -- References -- Bayesian Modelling for Product Testing and Release -- Abstract -- 1 Introduction -- 1.1 Background -- 1.2 Literature -- 2 A Bayesian Product Improvement Model -- 2.1 Model Development -- 2.2 The Likelihood Function -- 2.3 Prior for {{\varvec \upbeta}} -- 2.4 Prior for α -- 2.5 Joint Prior for α and β -- 2.6 Putting It All Together -- 3 Applying the Model -- 4 Conclusions -- Acknowledgment -- References -- I Advanced, Digital and Smart Manufacturing -- The Use of Organizational Innovation Concepts in Manufacturing Companies -- Abstract -- 1 Introduction -- 2 Organizational Innovation Concepts -- 3 About European Manufacturing Survey</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">4 Results and Discussion -- 4.1 Organizational Concepts in EMS -- 4.2 Organizational Concepts and Advanced Manufacturing Technologies -- 5 Conclusion -- References -- Systems Engineering Approach to Identify Requirements for Digital Twins Development -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Systems Engineering Approach to Identify the Requirements of a Digital Twin -- 3.1 Identify Questions Using ISO 42010 -- 3.2 Define Requirements Using an EARS Approach -- 4 Use Case -- 4.1 Use Case Overview -- 4.2 Systems Engineering Analysis -- 4.3 Limitations -- 5 Conclusion -- Acknowledgement -- References -- Manufacturing Operations Management for Smart Manufacturing - A Case Study -- Abstract -- 1 Introduction -- 2 MOM Evolution Towards Smart Manufacturing -- 2.1 MES Evolution to MOM -- 2.2 MOM Evolution to MOM for Smart Manufacturing -- 3 Case Study -- 4 Conclusion -- Acknowledgment -- References -- Industry 4.0 on Demand: A Value Driven Methodology to Implement Industry 4.0 -- Abstract -- 1 Introduction -- 2 Industry 4.0 Implementation and Value Creation Approaches -- 3 Methodological Approach -- 3.1 I4.0 Maturity Assessment -- 3.2 Process AS-IS Analysis -- 3.3 I4.0 Roadmap Design -- 4 Methodology Validation -- 5 Conclusion -- References -- Gamification of Operational Tasks in Manufacturing -- Abstract -- 1 Introduction -- 2 Research Methodology and Data Collection -- 3 Analysis of the Results -- 3.1 Type of Research -- 3.2 Location of Research -- 3.3 Focus of Research -- 3.4 Statistical Hypothesis Testing -- 3.5 Overall Content Analysis -- 4 Discussion -- 4.1 Quantitative Observations -- 4.2 Qualitative Observations -- 5 Conclusions and Future Work -- Acknowledgements -- References -- Technology Adoption in the Industry 4.0 Era: Empirical Evidence from Manufacturing Companies -- Abstract -- 1 Introduction -- 2 Literature Review</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">3 Methods and Data -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards the Definition of an Impact Level Factor of SME Features Over Digital Transformation -- Abstract -- 1 Introduction -- 2 Digital Transformation and Manufacturing SMEs Elements -- 2.1 DT Dimensions -- 2.2 Features of Manufacturing SMEs -- 3 Impact Analysis -- 3.1 Methodology -- 3.2 Impact Analysis -- 4 Industry Feedback -- 5 Conclusions and Perspectives -- Acknowledgments -- References -- Industry 4.0: Maturity of Automotive Companies in Brazil for the Digitization of Processes -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 4 Result and Discussion -- 5 Conclusion -- Acknowledgment -- References -- General Readiness Assessment of Industry 4.0: Evidence from Serbian Manufacturing Industry -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Research Questions -- 4 Data and Methodology -- 5 Results -- 6 Discussion and Conclusion -- References -- I Digital and Virtual Quality Management Systems -- Assembly Issue Resolution System Using Machine Learning in Aero Engine Manufacturing -- Abstract -- 1 Introduction -- 2 Problem Description -- 3 State of the Art -- 4 Solution Definition -- 5 Design and Development of the Prototype -- 5.1 Data Science -- 5.2 Implementation of Models into a Prototype -- 6 Conclusion and Outlook -- References -- Introduction to Material Feeding 4.0: Strategic, Tactical, and Operational Impact -- Abstract -- 1 Introduction -- 2 Review of the Existing Literature -- 2.1 Transportation -- 2.2 Preparation -- 2.3 Material Management -- 3 Material Feeding 4.0 -- 3.1 Strategic Level in MF 4.0 -- 3.2 Tactical Level in MF 4.0 -- 3.3 Operational Level in MF 4.0 -- 4 Conclusion -- References -- I Cloud-Manufacturing -- Cycle Time Estimation Model for Hybrid Assembly Stations Based on Digital Twin -- Abstract -- 1 Introduction</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">2 Problem Formulation and System Architecture -- 3 System Implementation -- 4 Case Study and Results -- 5 Conclusions and Outlook -- Acknowledgement -- References -- I Cyber-Physical Production Systems and Digital Twins -- Digital Shadows as an Enabler for the Internet of Production -- Abstract -- 1 Introduction -- 2 Literature Review on Digital Shadows and Digital Twins in Manufacturing -- 2.1 Historical Development of Publications -- 2.2 Characterization of Digital Shadows in Manufacturing -- 2.3 Characterization of Digital Twins in Manufacturing -- 3 Application of Digital Shadows in Production Planning and Control -- 3.1 Approach for Designing Digital Shadows -- 3.2 Potentials of Digital Shadows for Production Planning and Control -- 4 Conclusion and Further Research -- Acknowledgement -- References -- The Transformation Towards Smart(er) Factories: Integration Requirements of the Digital Twin -- Abstract -- 1 Introduction -- 2 Theory -- 2.1 Concept of the Digital Twin -- 2.2 Types of Applications in the IS Landscape -- 2.3 Types of Integration Between IS -- 3 Digital Twin - Data and Integration Requirements -- 3.1 Application Types Within the Digital Twin -- 3.2 Integration Requirements Between the Digital Twin and Other IS -- 4 Conclusion -- References -- I IIOT Interoperability -- Towards Inter-Operable Enterprise Systems - Graph-Based Validation of a Context-Driven Approach for Message Profiling -- Abstract -- 1 Introduction -- 2 Background -- 3 E-UCM Approach - on-Going Validation -- 3.1 Validation of Effective Business Context -- 3.2 Validation of Algorithms for Message Profile Generation -- 3.3 Results Assessment -- 4 Validation Domain -- 5 Discussion and Future Work -- References -- I Supply Chain Planning and Optimization -- Software-Based Assistance System for Decision Support on Supply Chain Level -- Abstract -- 1 Introduction</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">2 State of the Art</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Production management-Data processing-Congresses..</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Artificial intelligence-Industrial applications-Congresses..</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Business logistics-Data processing-Congresses</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Majstorovic, Vidosav</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Marjanovic, Ugljesa</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">von Cieminski, Gregor</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Romero, David</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="a">Lalic, Bojan</subfield><subfield code="t">Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems</subfield><subfield code="d">Cham : Springer International Publishing AG,c2020</subfield><subfield code="z">9783030579920</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-PQE</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-033603930</subfield></datafield></record></collection> |
| id | DE-604.BV048223197 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T19:50:37Z |
| indexdate | 2024-07-10T09:32:27Z |
| institution | BVB |
| isbn | 9783030579937 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033603930 |
| oclc_num | 1191131721 |
| open_access_boolean | |
| physical | 1 Online-Ressource (693 pages) |
| psigel | ZDB-30-PQE |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | Springer International Publishing AG |
| record_format | marc |
| series2 | IFIP Advances in Information and Communication Technology Ser. |
| spelling | Lalic, Bojan Verfasser aut Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I. Cham Springer International Publishing AG 2020 ©2020 1 Online-Ressource (693 pages) txt rdacontent c rdamedia cr rdacarrier IFIP Advances in Information and Communication Technology Ser. v.591 Description based on publisher supplied metadata and other sources Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- I Advanced Modelling, Simulation and Data Analytics in Production and Supply Networks -- A Robust Multi-commodity Rebalancing Process in Humanitarian Logistics -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Robust Optimization Model -- 3.1 Problem Description -- 3.2 Notations -- 3.3 Robust Strategy -- 3.4 Robust Optimization Model -- 3.5 Linearization Method -- 4 Numerical Example -- 5 Conclusion and Future Study -- Acknowledgment -- References -- Towards a Unified Reliability-Centered Information Logistics Model for Production Assets -- Abstract -- 1 Introduction -- 1.1 Reliability and Risk in Production and Maintenance -- 1.2 Holdbacks for the Implementation of Reliability Concepts -- 1.3 Derivation of Research Needs -- 2 Risk Modelling and Knowledge Preservation -- 3 Information Logistics Model for Risks of Production Assets -- 3.1 Risk Management Ontology for Production Assets -- 3.2 Exemplary Transfer into an Information Logistics Model -- 4 Conclusion -- References -- Characterization of Energy Consumers in Production Systems with Renewable On-Site Power Generation -- Abstract -- 1 Introduction and State of the Art -- 2 Electrical and Thermal Consumers in Manufacturing -- 2.1 Functional Characteristics -- 2.2 Process-Related Properties -- 3 Consumer Characterization -- 3.1 Overall Classification -- 3.2 Relevant Distinguishing Features -- 4 Conclusion and Further Steps -- Acknowledgment -- References -- Scientific Literature -- Statistical Surveys and National Norms -- A Simulation Model Supporting the Production Optimization for High-Precision Machines Assembly -- Abstract -- 1 Introduction -- 2 Simulation in the Industry 4.0 Era -- 3 The Simulation Model -- 3.1 Assumption and Programming Choices -- 4 Model Verification and Validation 5 Use of the Model to Optimize the Production Management -- 5.1 Comparison of Dispatching Rules -- 5.2 Comparison of Alternative Scheduling Plans -- 5.3 Optimization of the Training Plan -- 6 Managerial Implications and Conclusions -- References -- Agent-Based Modeling and Analysis of Dynamic Slab Yard Management in a Steel Factory -- Abstract -- 1 Introduction -- 2 A Simple Model of Slab Yard and Its Management -- 3 Crane Operator Reinforcement Learning Agent -- 3.1 Actions -- 3.2 Rewards -- 3.3 State Features -- 3.4 State Value Function -- 3.5 Myopic and Forward-Looking Policies -- 3.6 Learning Algorithm -- 4 Numerical Experiments -- 5 Conclusions -- References -- A Simulation Analysis of Part Feeding to Assembly Stations with Vertical Robotic Storage and Retrieval Systems -- Abstract -- 1 Introduction -- 2 System Description -- 3 Simulation Model -- 4 Results Discussion -- 4.1 Relationship Between Supermarkets Size and Number of Robots -- 4.2 Relationship Between Order Size and System Performance -- 5 Conclusion -- References -- Process Mining in Manufacturing: Goals, Techniques and Applications -- Abstract -- 1 Introduction -- 2 Research Design -- 3 Data Extraction Results -- 4 Conclusion -- References -- Bayesian Modelling for Product Testing and Release -- Abstract -- 1 Introduction -- 1.1 Background -- 1.2 Literature -- 2 A Bayesian Product Improvement Model -- 2.1 Model Development -- 2.2 The Likelihood Function -- 2.3 Prior for {{\varvec \upbeta}} -- 2.4 Prior for α -- 2.5 Joint Prior for α and β -- 2.6 Putting It All Together -- 3 Applying the Model -- 4 Conclusions -- Acknowledgment -- References -- I Advanced, Digital and Smart Manufacturing -- The Use of Organizational Innovation Concepts in Manufacturing Companies -- Abstract -- 1 Introduction -- 2 Organizational Innovation Concepts -- 3 About European Manufacturing Survey 4 Results and Discussion -- 4.1 Organizational Concepts in EMS -- 4.2 Organizational Concepts and Advanced Manufacturing Technologies -- 5 Conclusion -- References -- Systems Engineering Approach to Identify Requirements for Digital Twins Development -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Systems Engineering Approach to Identify the Requirements of a Digital Twin -- 3.1 Identify Questions Using ISO 42010 -- 3.2 Define Requirements Using an EARS Approach -- 4 Use Case -- 4.1 Use Case Overview -- 4.2 Systems Engineering Analysis -- 4.3 Limitations -- 5 Conclusion -- Acknowledgement -- References -- Manufacturing Operations Management for Smart Manufacturing - A Case Study -- Abstract -- 1 Introduction -- 2 MOM Evolution Towards Smart Manufacturing -- 2.1 MES Evolution to MOM -- 2.2 MOM Evolution to MOM for Smart Manufacturing -- 3 Case Study -- 4 Conclusion -- Acknowledgment -- References -- Industry 4.0 on Demand: A Value Driven Methodology to Implement Industry 4.0 -- Abstract -- 1 Introduction -- 2 Industry 4.0 Implementation and Value Creation Approaches -- 3 Methodological Approach -- 3.1 I4.0 Maturity Assessment -- 3.2 Process AS-IS Analysis -- 3.3 I4.0 Roadmap Design -- 4 Methodology Validation -- 5 Conclusion -- References -- Gamification of Operational Tasks in Manufacturing -- Abstract -- 1 Introduction -- 2 Research Methodology and Data Collection -- 3 Analysis of the Results -- 3.1 Type of Research -- 3.2 Location of Research -- 3.3 Focus of Research -- 3.4 Statistical Hypothesis Testing -- 3.5 Overall Content Analysis -- 4 Discussion -- 4.1 Quantitative Observations -- 4.2 Qualitative Observations -- 5 Conclusions and Future Work -- Acknowledgements -- References -- Technology Adoption in the Industry 4.0 Era: Empirical Evidence from Manufacturing Companies -- Abstract -- 1 Introduction -- 2 Literature Review 3 Methods and Data -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards the Definition of an Impact Level Factor of SME Features Over Digital Transformation -- Abstract -- 1 Introduction -- 2 Digital Transformation and Manufacturing SMEs Elements -- 2.1 DT Dimensions -- 2.2 Features of Manufacturing SMEs -- 3 Impact Analysis -- 3.1 Methodology -- 3.2 Impact Analysis -- 4 Industry Feedback -- 5 Conclusions and Perspectives -- Acknowledgments -- References -- Industry 4.0: Maturity of Automotive Companies in Brazil for the Digitization of Processes -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 4 Result and Discussion -- 5 Conclusion -- Acknowledgment -- References -- General Readiness Assessment of Industry 4.0: Evidence from Serbian Manufacturing Industry -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Research Questions -- 4 Data and Methodology -- 5 Results -- 6 Discussion and Conclusion -- References -- I Digital and Virtual Quality Management Systems -- Assembly Issue Resolution System Using Machine Learning in Aero Engine Manufacturing -- Abstract -- 1 Introduction -- 2 Problem Description -- 3 State of the Art -- 4 Solution Definition -- 5 Design and Development of the Prototype -- 5.1 Data Science -- 5.2 Implementation of Models into a Prototype -- 6 Conclusion and Outlook -- References -- Introduction to Material Feeding 4.0: Strategic, Tactical, and Operational Impact -- Abstract -- 1 Introduction -- 2 Review of the Existing Literature -- 2.1 Transportation -- 2.2 Preparation -- 2.3 Material Management -- 3 Material Feeding 4.0 -- 3.1 Strategic Level in MF 4.0 -- 3.2 Tactical Level in MF 4.0 -- 3.3 Operational Level in MF 4.0 -- 4 Conclusion -- References -- I Cloud-Manufacturing -- Cycle Time Estimation Model for Hybrid Assembly Stations Based on Digital Twin -- Abstract -- 1 Introduction 2 Problem Formulation and System Architecture -- 3 System Implementation -- 4 Case Study and Results -- 5 Conclusions and Outlook -- Acknowledgement -- References -- I Cyber-Physical Production Systems and Digital Twins -- Digital Shadows as an Enabler for the Internet of Production -- Abstract -- 1 Introduction -- 2 Literature Review on Digital Shadows and Digital Twins in Manufacturing -- 2.1 Historical Development of Publications -- 2.2 Characterization of Digital Shadows in Manufacturing -- 2.3 Characterization of Digital Twins in Manufacturing -- 3 Application of Digital Shadows in Production Planning and Control -- 3.1 Approach for Designing Digital Shadows -- 3.2 Potentials of Digital Shadows for Production Planning and Control -- 4 Conclusion and Further Research -- Acknowledgement -- References -- The Transformation Towards Smart(er) Factories: Integration Requirements of the Digital Twin -- Abstract -- 1 Introduction -- 2 Theory -- 2.1 Concept of the Digital Twin -- 2.2 Types of Applications in the IS Landscape -- 2.3 Types of Integration Between IS -- 3 Digital Twin - Data and Integration Requirements -- 3.1 Application Types Within the Digital Twin -- 3.2 Integration Requirements Between the Digital Twin and Other IS -- 4 Conclusion -- References -- I IIOT Interoperability -- Towards Inter-Operable Enterprise Systems - Graph-Based Validation of a Context-Driven Approach for Message Profiling -- Abstract -- 1 Introduction -- 2 Background -- 3 E-UCM Approach - on-Going Validation -- 3.1 Validation of Effective Business Context -- 3.2 Validation of Algorithms for Message Profile Generation -- 3.3 Results Assessment -- 4 Validation Domain -- 5 Discussion and Future Work -- References -- I Supply Chain Planning and Optimization -- Software-Based Assistance System for Decision Support on Supply Chain Level -- Abstract -- 1 Introduction 2 State of the Art Production management-Data processing-Congresses.. Artificial intelligence-Industrial applications-Congresses.. Business logistics-Data processing-Congresses Majstorovic, Vidosav Sonstige oth Marjanovic, Ugljesa Sonstige oth von Cieminski, Gregor Sonstige oth Romero, David Sonstige oth Erscheint auch als Druck-Ausgabe Lalic, Bojan Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems Cham : Springer International Publishing AG,c2020 9783030579920 |
| spellingShingle | Lalic, Bojan Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I. Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- I Advanced Modelling, Simulation and Data Analytics in Production and Supply Networks -- A Robust Multi-commodity Rebalancing Process in Humanitarian Logistics -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Robust Optimization Model -- 3.1 Problem Description -- 3.2 Notations -- 3.3 Robust Strategy -- 3.4 Robust Optimization Model -- 3.5 Linearization Method -- 4 Numerical Example -- 5 Conclusion and Future Study -- Acknowledgment -- References -- Towards a Unified Reliability-Centered Information Logistics Model for Production Assets -- Abstract -- 1 Introduction -- 1.1 Reliability and Risk in Production and Maintenance -- 1.2 Holdbacks for the Implementation of Reliability Concepts -- 1.3 Derivation of Research Needs -- 2 Risk Modelling and Knowledge Preservation -- 3 Information Logistics Model for Risks of Production Assets -- 3.1 Risk Management Ontology for Production Assets -- 3.2 Exemplary Transfer into an Information Logistics Model -- 4 Conclusion -- References -- Characterization of Energy Consumers in Production Systems with Renewable On-Site Power Generation -- Abstract -- 1 Introduction and State of the Art -- 2 Electrical and Thermal Consumers in Manufacturing -- 2.1 Functional Characteristics -- 2.2 Process-Related Properties -- 3 Consumer Characterization -- 3.1 Overall Classification -- 3.2 Relevant Distinguishing Features -- 4 Conclusion and Further Steps -- Acknowledgment -- References -- Scientific Literature -- Statistical Surveys and National Norms -- A Simulation Model Supporting the Production Optimization for High-Precision Machines Assembly -- Abstract -- 1 Introduction -- 2 Simulation in the Industry 4.0 Era -- 3 The Simulation Model -- 3.1 Assumption and Programming Choices -- 4 Model Verification and Validation 5 Use of the Model to Optimize the Production Management -- 5.1 Comparison of Dispatching Rules -- 5.2 Comparison of Alternative Scheduling Plans -- 5.3 Optimization of the Training Plan -- 6 Managerial Implications and Conclusions -- References -- Agent-Based Modeling and Analysis of Dynamic Slab Yard Management in a Steel Factory -- Abstract -- 1 Introduction -- 2 A Simple Model of Slab Yard and Its Management -- 3 Crane Operator Reinforcement Learning Agent -- 3.1 Actions -- 3.2 Rewards -- 3.3 State Features -- 3.4 State Value Function -- 3.5 Myopic and Forward-Looking Policies -- 3.6 Learning Algorithm -- 4 Numerical Experiments -- 5 Conclusions -- References -- A Simulation Analysis of Part Feeding to Assembly Stations with Vertical Robotic Storage and Retrieval Systems -- Abstract -- 1 Introduction -- 2 System Description -- 3 Simulation Model -- 4 Results Discussion -- 4.1 Relationship Between Supermarkets Size and Number of Robots -- 4.2 Relationship Between Order Size and System Performance -- 5 Conclusion -- References -- Process Mining in Manufacturing: Goals, Techniques and Applications -- Abstract -- 1 Introduction -- 2 Research Design -- 3 Data Extraction Results -- 4 Conclusion -- References -- Bayesian Modelling for Product Testing and Release -- Abstract -- 1 Introduction -- 1.1 Background -- 1.2 Literature -- 2 A Bayesian Product Improvement Model -- 2.1 Model Development -- 2.2 The Likelihood Function -- 2.3 Prior for {{\varvec \upbeta}} -- 2.4 Prior for α -- 2.5 Joint Prior for α and β -- 2.6 Putting It All Together -- 3 Applying the Model -- 4 Conclusions -- Acknowledgment -- References -- I Advanced, Digital and Smart Manufacturing -- The Use of Organizational Innovation Concepts in Manufacturing Companies -- Abstract -- 1 Introduction -- 2 Organizational Innovation Concepts -- 3 About European Manufacturing Survey 4 Results and Discussion -- 4.1 Organizational Concepts in EMS -- 4.2 Organizational Concepts and Advanced Manufacturing Technologies -- 5 Conclusion -- References -- Systems Engineering Approach to Identify Requirements for Digital Twins Development -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Systems Engineering Approach to Identify the Requirements of a Digital Twin -- 3.1 Identify Questions Using ISO 42010 -- 3.2 Define Requirements Using an EARS Approach -- 4 Use Case -- 4.1 Use Case Overview -- 4.2 Systems Engineering Analysis -- 4.3 Limitations -- 5 Conclusion -- Acknowledgement -- References -- Manufacturing Operations Management for Smart Manufacturing - A Case Study -- Abstract -- 1 Introduction -- 2 MOM Evolution Towards Smart Manufacturing -- 2.1 MES Evolution to MOM -- 2.2 MOM Evolution to MOM for Smart Manufacturing -- 3 Case Study -- 4 Conclusion -- Acknowledgment -- References -- Industry 4.0 on Demand: A Value Driven Methodology to Implement Industry 4.0 -- Abstract -- 1 Introduction -- 2 Industry 4.0 Implementation and Value Creation Approaches -- 3 Methodological Approach -- 3.1 I4.0 Maturity Assessment -- 3.2 Process AS-IS Analysis -- 3.3 I4.0 Roadmap Design -- 4 Methodology Validation -- 5 Conclusion -- References -- Gamification of Operational Tasks in Manufacturing -- Abstract -- 1 Introduction -- 2 Research Methodology and Data Collection -- 3 Analysis of the Results -- 3.1 Type of Research -- 3.2 Location of Research -- 3.3 Focus of Research -- 3.4 Statistical Hypothesis Testing -- 3.5 Overall Content Analysis -- 4 Discussion -- 4.1 Quantitative Observations -- 4.2 Qualitative Observations -- 5 Conclusions and Future Work -- Acknowledgements -- References -- Technology Adoption in the Industry 4.0 Era: Empirical Evidence from Manufacturing Companies -- Abstract -- 1 Introduction -- 2 Literature Review 3 Methods and Data -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards the Definition of an Impact Level Factor of SME Features Over Digital Transformation -- Abstract -- 1 Introduction -- 2 Digital Transformation and Manufacturing SMEs Elements -- 2.1 DT Dimensions -- 2.2 Features of Manufacturing SMEs -- 3 Impact Analysis -- 3.1 Methodology -- 3.2 Impact Analysis -- 4 Industry Feedback -- 5 Conclusions and Perspectives -- Acknowledgments -- References -- Industry 4.0: Maturity of Automotive Companies in Brazil for the Digitization of Processes -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 4 Result and Discussion -- 5 Conclusion -- Acknowledgment -- References -- General Readiness Assessment of Industry 4.0: Evidence from Serbian Manufacturing Industry -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Research Questions -- 4 Data and Methodology -- 5 Results -- 6 Discussion and Conclusion -- References -- I Digital and Virtual Quality Management Systems -- Assembly Issue Resolution System Using Machine Learning in Aero Engine Manufacturing -- Abstract -- 1 Introduction -- 2 Problem Description -- 3 State of the Art -- 4 Solution Definition -- 5 Design and Development of the Prototype -- 5.1 Data Science -- 5.2 Implementation of Models into a Prototype -- 6 Conclusion and Outlook -- References -- Introduction to Material Feeding 4.0: Strategic, Tactical, and Operational Impact -- Abstract -- 1 Introduction -- 2 Review of the Existing Literature -- 2.1 Transportation -- 2.2 Preparation -- 2.3 Material Management -- 3 Material Feeding 4.0 -- 3.1 Strategic Level in MF 4.0 -- 3.2 Tactical Level in MF 4.0 -- 3.3 Operational Level in MF 4.0 -- 4 Conclusion -- References -- I Cloud-Manufacturing -- Cycle Time Estimation Model for Hybrid Assembly Stations Based on Digital Twin -- Abstract -- 1 Introduction 2 Problem Formulation and System Architecture -- 3 System Implementation -- 4 Case Study and Results -- 5 Conclusions and Outlook -- Acknowledgement -- References -- I Cyber-Physical Production Systems and Digital Twins -- Digital Shadows as an Enabler for the Internet of Production -- Abstract -- 1 Introduction -- 2 Literature Review on Digital Shadows and Digital Twins in Manufacturing -- 2.1 Historical Development of Publications -- 2.2 Characterization of Digital Shadows in Manufacturing -- 2.3 Characterization of Digital Twins in Manufacturing -- 3 Application of Digital Shadows in Production Planning and Control -- 3.1 Approach for Designing Digital Shadows -- 3.2 Potentials of Digital Shadows for Production Planning and Control -- 4 Conclusion and Further Research -- Acknowledgement -- References -- The Transformation Towards Smart(er) Factories: Integration Requirements of the Digital Twin -- Abstract -- 1 Introduction -- 2 Theory -- 2.1 Concept of the Digital Twin -- 2.2 Types of Applications in the IS Landscape -- 2.3 Types of Integration Between IS -- 3 Digital Twin - Data and Integration Requirements -- 3.1 Application Types Within the Digital Twin -- 3.2 Integration Requirements Between the Digital Twin and Other IS -- 4 Conclusion -- References -- I IIOT Interoperability -- Towards Inter-Operable Enterprise Systems - Graph-Based Validation of a Context-Driven Approach for Message Profiling -- Abstract -- 1 Introduction -- 2 Background -- 3 E-UCM Approach - on-Going Validation -- 3.1 Validation of Effective Business Context -- 3.2 Validation of Algorithms for Message Profile Generation -- 3.3 Results Assessment -- 4 Validation Domain -- 5 Discussion and Future Work -- References -- I Supply Chain Planning and Optimization -- Software-Based Assistance System for Decision Support on Supply Chain Level -- Abstract -- 1 Introduction 2 State of the Art Production management-Data processing-Congresses.. Artificial intelligence-Industrial applications-Congresses.. Business logistics-Data processing-Congresses |
| title | Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I. |
| title_auth | Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I. |
| title_exact_search | Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I. |
| title_exact_search_txtP | Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I. |
| title_full | Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I. |
| title_fullStr | Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I. |
| title_full_unstemmed | Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I. |
| title_short | Advances in Production Management Systems. the Path to Digital Transformation and Innovation of Production Management Systems |
| title_sort | advances in production management systems the path to digital transformation and innovation of production management systems ifip wg 5 7 international conference apms 2020 novi sad serbia august 30 september 3 2020 proceedings part i |
| title_sub | IFIP WG 5. 7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 - September 3, 2020, Proceedings, Part I. |
| topic | Production management-Data processing-Congresses.. Artificial intelligence-Industrial applications-Congresses.. Business logistics-Data processing-Congresses |
| topic_facet | Production management-Data processing-Congresses.. Artificial intelligence-Industrial applications-Congresses.. Business logistics-Data processing-Congresses |
| work_keys_str_mv | AT lalicbojan advancesinproductionmanagementsystemsthepathtodigitaltransformationandinnovationofproductionmanagementsystemsifipwg57internationalconferenceapms2020novisadserbiaaugust30september32020proceedingsparti AT majstorovicvidosav advancesinproductionmanagementsystemsthepathtodigitaltransformationandinnovationofproductionmanagementsystemsifipwg57internationalconferenceapms2020novisadserbiaaugust30september32020proceedingsparti AT marjanovicugljesa advancesinproductionmanagementsystemsthepathtodigitaltransformationandinnovationofproductionmanagementsystemsifipwg57internationalconferenceapms2020novisadserbiaaugust30september32020proceedingsparti AT voncieminskigregor advancesinproductionmanagementsystemsthepathtodigitaltransformationandinnovationofproductionmanagementsystemsifipwg57internationalconferenceapms2020novisadserbiaaugust30september32020proceedingsparti AT romerodavid advancesinproductionmanagementsystemsthepathtodigitaltransformationandinnovationofproductionmanagementsystemsifipwg57internationalconferenceapms2020novisadserbiaaugust30september32020proceedingsparti |