Enterprise Interoperability X: Enterprise Interoperability Through Connected Digital Twins (Proceedings of the I-ESA Conferences, 11)

✍ Scribed by Raúl Rodríguez-Rodríguez (editor), Yves Ducq (editor), Ramona-Diana Leon (editor), David Romero (editor)

• Publisher: Springer
• Year: 2024
• Tongue: English
• Leaves: 307
• Category: Library

✦ Synopsis

Enterprise Interoperability X presents contributions ranging from academic research and case studies, to industrial and administrative experiences with interoperability. These contributions help organizations to analyse and improve their products and processes in the face of the high degree of uncertainty in the current commercial environment, and to predict their performance. To this end, the contributors exploit digital twin technology that integrates tools from the Internet of Things, artificial intelligence and software analytics. Enterprise interoperability necessarily arises from the processes required to make associated digital twins work together.

The book forms the proceedings of the I-ESA’22 Conference, which was organised by the Universidad Politécnica de Valencia, on behalf of INTERVAL and the European Virtual Laboratory for Enterprise Interoperability (INTEROP-VLab), and was held in Valencia, Spain in March 2022. Many of the papers in this eleventh volume ofthe Proceedings of the I-ESA Conferences include examples and illustrations to help deepen readers’ understanding and generate new ideas. Offering a detailed guide to the state of the art in systems interoperability, the book will be of great value to all engineers and computer scientists working in manufacturing and other process industries, and to software engineers and electronic and manufacturing engineers working in academic settings.

✦ Table of Contents

Organizing Committee
Organizers and Sponsors
Preface
Contents
Part I: Managing Uncertainty in Industry 4.0
Interoperability Challenges for a Corporate Interactive Situation Awareness System
1 Introduction—Situational Awareness
2 Extension of Situation Awareness for Production
3 Interoperability Requirements for Corporate Interactive Situation Awareness System
4 Solution Concept
5 Conclusion and Outlook
References
Identifying Uncertainty in Large-Scale Industry 4.0 Software Projects Through Model-Based Requirements Engineering
1 Introduction
2 Related Work
3 Approach
3.1 Methodological Framework
3.2 Procedure and Artifacts
3.3 Evaluation
4 Case Study
4.1 Requirements’ Elicitation of Software Demanders
4.2 Functional Specification of Software Providers
4.3 Requirements Mapping to System Functions
4.4 Status Comparison and Uncertainty Classification
5 Conclusion
References
A Machine Learning-Based System for the Prediction of the Lead Times of Sequential Processes
1 Introduction
2 Wind Turbine Tower Manufacturing
2.1 Production Planning and Control
3 Methodology
3.1 Data Gathering and Preprocessing
3.2 Feature Selection
3.3 System Design
3.4 Lead Time Prediction Modules Implementation
4 Results
5 Conclusions
References
Application of a Visual and Data Analytics Platform for Industry 4.0 Enabled by the Interoperable Data Spine: A Real-World Paradigm for Anomaly Detection in the Furniture Domain
1 Introduction
2 Related Work
3 Core Infrastructure for System Integration, Interoperability, Data Analysis, and Visualization
3.1 Interoperable Data Spine
3.2 Visual and Data Analytics Tool
4 Real-World Pilot Applications
4.1 Furniture Manufacturer’s Case Study
4.2 Application of the Solution in the Real-World Environment
5 Conclusions
References
Predictive Study of Changes in Business Process Models
1 Introduction
2 Theoretical Background and Related Work
3 Meta-Model of Implementation Approach
3.1 The Data Extraction Phase
3.2 Data Collection and BPMN 2.0 Dependencies Ontology
3.3 Change Impact Prediction in Business Process
4 Conclusion
References
Part II: Stakeholders’ Collaboration and Communication
Collaborative Platform for Experimentation on Production Planning Models
1 Introduction
2 Collaborative Platform to Experiment on Production Planning
3 Design and Implementation of the Web Collaborative Platform
3.1 Methodology
3.2 Platform Information Analysis (Requirements)
3.3 Platform HCI (Interfaces)
4 Conclusions
References
Enterprise E-Profiles for Construction of a Collaborative Network in Cyberspace
1 Introduction
2 Construction of a Virtual Supply Chain Based on CPS Concept
2.1 Model-Based Construction of a Virtual Supply Chain
2.2 Preparation of Enterprise Models
2.3 Generation of a Supply Chain Model
3 Enterprise E-Profiles
3.1 Extension of Enterprise Model to Enterprise E-Profile
3.2 Requirements for an Enterprise E-Profile
3.3 Structure of an Enterprise E-Profile
4 Use of Enterprise E-Profiles for Construction of Collaborative Network
4.1 Use Case 1: Construction of an Appropriate Virtual Network
4.2 Use Case 2: Decision-Making for the Enterprise's Beneficial Action
4.3 Use Case 3: Recruit of Collaboration Partners
4.4 Use Case 4: Search of Adequate Collaboration Partners
5 Proposal Toward Construction of an Enterprise Collaborative Network in Practical Future
6 Conclusions
References
A Multi-partnership Enterprise Social Network-Based Model to Foster Interorganizational Knowledge and Innovation
1 Introduction
2 State of Art
2.1 Enterprise Interoperability
2.2 Enterprise Social Networks
3 Ensuring Enterprise Interoperability Through Multi-relationships Enterprise Social Networks
3.1 Proposed Model
3.2 Analysis Procedure and Indicators
4 Conclusions and Further Research Directions
References
Developing Performance Indicators to Measure DIH Collaboration: Applying ECOGRAI Method on the D-BEST Reference Model
1 Introduction
2 Method
2.1 The D-BEST Reference Model
2.2 The ECOGRAI Method
2.3 Selection of the Cross-Collaboration DIHs
3 Results: Measuring DIH Cross-Collaboration Services
3.1 Two Cases: 2 DIHs and 2 Cross-Collaborations
4 Discussion
5 Conclusion
References
Interoperability in Measuring the Degree of Maturity of Smart Cities
1 Introduction
2 Background
2.1 Interoperability
2.2 Smart Cities
2.3 KPIs
2.4 Statement of the Problem
3 Procedure
4 Results
5 Discussion
6 Conclusions
References
Part III: Digital Twins Analysis and Applications
Analyzing the Decisions Involved in Building a Digital Twin for Predictive Maintenance
1 Introduction
2 DT Decision-Support Literature
3 Case Study: Predictive Maintenance DT for Automotive Manufacturer
4 Working Toward a Decision-Support Tool
4.1 Decisions During Build of the Case Study DT
4.2 Generalized Decisions
5 Conclusions and Further Work
References
Digital Twin Concept in Last Mile Delivery and Passenger Transport (A Systematic Literature Review)
1 Introduction
2 Research Area Definition and Contribution
2.1 Definition of Digital Twins
2.2 Scope of the Systematic Literature Review
2.3 Research Questions and Contribution
3 Methodology
4 Results
4.1 All Papers
4.2 Detailed Review of Included Papers
4.3 Level of Integration
4.4 Definition of a Digital Twin Regarding the Transport of People and Goods Around Cities
5 Conclusion
References
Recent Advances of Digital Twin Application in Agri-food Supply Chain
1 Introduction
2 Method
3 Results
3.1 Annual Publication Trend and Paper Classification
3.2 Contributions of Institutions
3.3 Contribution of Authors
3.4 Citation Analysis
3.5 Journals
4 Keyword Analysis
5 Discussion
6 Conclusion
References
Improving Supply Chain and Manufacturing Process in Wind Turbine Tower Industry Through Digital Twins
1 Introduction
2 Wind Turbine Tower Manufacturing Industry
3 Auditing the Logistic and Manufacturing
4 A Conceptual Interoperative Lean Framework in a Wind Tower Factory
4.1 Physical Level
4.2 Process Logic Level
4.3 Interoperational Logic Level
5 Digital Twins
6 Conclusion
References
Complementing DT with Enterprise Social Networks: A MCDA-Based Methodology for Cocreation
1 Introduction
2 Background
2.1 DT, Interoperability and Cocreation
2.2 DT, Data Sharing, and Cocreation
2.3 Enterprise Social Networks
3 A MCDA-Based Methodology
3.1 Phase 1. Characterization of the Problem
3.2 Phase 2. Selection of the MCDA Techniques
3.3 Phase 3. Application of the Selected MCDA Techniques
3.4 Phase 4. Selection of the ESN for Cocreation
4 Conclusions and Further Research Directions
References
Part IV: Smart Manufacturing in Industry 4.0
Interoperability as a Supporting Principle of Industry 4.0 for Smart Manufacturing Scheduling: A Research Note
1 Introduction
2 Literature Background
3 Analysis and Discussion
4 Concluding Remarks
References
A Deep Reinforcement Learning Approach for Smart Coordination Between Production Planning and Scheduling
1 Introduction
2 Problem Definition
2.1 Production Planning Problem
2.2 Production Scheduling Problem
2.3 Production Coordination Problem
3 The Reinforcement Learning Model Proposed
3.1 The DQN Agent Proposed
3.2 The Backlogged Agent
4 Conclusion and Further Work
References
Modeling Automation for Manufacturing Processes to Support Production Monitoring
1 Introduction
1.1 Problem Statement About BPMN Connection with IoT Devices
2 Model Driven Architecture
2.1 Model Driven Architecture Layers
3 System Architecture
3.1 Parametrization of the Device Task
4 Case Scenario
4.1 Parametrization of the Device Task
5 Conclusions and Future Developments
References
Interoperable Algorithms as Microservices for Zero-Defects Manufacturing: A Containerization Strategy and Workload Distribution Model Proposal
1 Introduction
2 Proposed Containerization Strategy
3 Workload Distribution
4 Use Case
5 Conclusions
References
An Interoperable IoT-Based Application to On-Line Reconfiguration Manufacturing Systems: Deployment in a Real Pilot
1 Introduction
2 Background
3 The Manufacturing Line Reconfiguration Toolkit I4Q Solution
3.1 Technical Background of I4Q LRT
4 I4q LRT in a Real Metal Machining Factory. Deployment in FACTOR Pilot
4.1 FACTOR Pilot Presentation
4.2 Technical Background to Deploy I4q LRT
4.3 An Example of Deployment of I4Q LRT in FACTOR
5 Conclusions
References
Part V: Standards, Ontologies and Semantics
New Ways of Using Standards for Semantic Interoperability Toward Integration of Data and Models in Industry
1 Introduction
2 Context
2.1 Innovation and Standardization
2.2 Industrial Context
3 The Necessary Shared Conceptual Framework
3.1 ISO/IEC 81346 and Systems Engineering
3.2 Application in the Context of Oil and Gas Pilot
4 TotalEnergies Approach of a Standard Semantic Framework: A Methodology Supported by Souslesensvocables Tools
4.1 TotalEnergies Semantic Framework (TSF) Foundations
4.2 The TotalEnergies Semantic Framework Processes Supported by SousLeSensVocables (SLSV)
4.3 Standards TBOX Discovery and Comparison Based on Label Similarity
4.4 ABOX Data Mapping to Standard TBOX
4.5 Knowledge Graph Construction and Management
5 Discussion and Conclusion
References
Business Context-Based Quality Measures for Data Exchange Standards Usage Specification
1 Introduction
2 Background
3 DES Usage Specification Quality Measures
3.1 Completeness of Coverage
3.2 Effectiveness
4 OAGIS Express Pack–Use Case
4.1 Business Context Knowledge Base
4.2 OAGIS Express Pack–Quality Measures’ Results
5 Discussion and Future Work
6 Conclusion
7 Disclaimer
References
An Ontology of Industrial Work Varieties
1 Introduction
2 Related Work
3 The WAx Framework
4 The WAx Ontology
5 Use of the WAx Ontology
6 Conclusion
References
Combining a Domain Ontology and MDD Technologies to Create and Validate Business Process Models
1 Introduction
2 Related Work
3 Combining the Domain Ontology and MDD Technologies to Create and Validate Business Process Models
4 Application in the Domain of Enterprise Management Systems
4.1 Domain Ontology
4.2 Business Process Description
4.3 Integrated Ontology
5 Conclusions
References
A New Polyglot ArchiMate Hypermodel Extended to Graph Related Technologies
1 Introduction
2 ArchiMate and Interoperability
2.1 Enterprise Interoperability
2.2 ArchiMate
3 Distributed Architectural Representations in a Networked Organization
3.1 Problematic
3.2 State of the Art and of the Practices
3.3 The Addressed Problem: ArchiMate Hypermodel Encompassing Compound Graph Related Technologies
4 Proposed Solution: Polyglot ArchiMate Hypermodel Extended to Graph Related Technologies
4.1 Principles and Proposed Approach
4.2 Validating the Approach
4.3 The Performed Experimentation and Results
4.4 Assessment of the Results
5 Conclusion and Future Work
References
Normalized City Analytics Based on a Semantic Interoperability Process
1 Introduction
2 Project Scope
3 Data Models
4 The Ontological Model Definition
5 Design of the Smart Cities Semantic Model
5.1 Characterization of Information Sources
5.2 Data Model Specification
5.3 Ontological Mapping
6 Conclusion
References
Author Index