Industrial Applications of Holonic and Multi-Agent Systems

Name: Industrial Applications of Holonic and Multi-Agent Systems | 7th International Conference, HoloMAS 2015, Valencia, Spain, September 2-3, 2015, Proceedings
Brand: Springer
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7th International Conference, HoloMAS 2015, Valencia, Spain, September 2-3, 2015, Proceedings

Vladimír Marík Arnd Schirrmann Damien Trentesaux Pavel Vrba(Editor)

Springer (Publisher)

Published on 10. August 2015

XI, 243 pages

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978-3-319-22867-9 (ISBN)

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Content

Intro
Preface
HoloMAS 2015
Contents
Invited Talk
Designing Multi-agent Systems for Resilient Engineering Systems
1 Introduction
2 Static Resilience Measures in Engineering Systems
3 Enabling Dynamic Resilience with Multi-agent Systems
4 Multi-agent System Design Principles
5 Conclusion and Future Work
References
Surveys
Software Engineering Methods for Intelligent Manufacturing Systems: A Comparative Survey
1 Introduction
2 Intelligent Manufacturing Systems
3 Modeling Requirements for Intelligent Manufacturing Systems
3.1 Functional Requirements
3.2 Software Engineering Requirements
4 Methodologies for Engineering Intelligent Manufacturing Systems
5 Comparative Overview
6 Conclusions
References
A Survey on Standards and Ontologies for Process Automation
1 Introduction
2 The Project BatMAS
3 Standards for Process Automation
4 Ontologies for Process Automation
5 Conclusion
References
Conceptual Design and Validation
From Conception to Implementation of Reconfigurable and Distributed Manufacturing Control System
1 Introduction
2 Modeling and Implementation of Reconfigurable and Distributed Manufacturing Control System
3 Application Example
4 Conclusions
References
The Designing Process for a HMES Used for the Management of Radiopharmaceuticals Production
1 Introduction
2 Radiopharmaceuticals Manufacturing Process and Core Components of the Management System
3 The Proposed HMES Architecture
4 HMES Functionality for Environment and Scheduling
5 Simulation of the Proposed HMES Using NetLogo
6 Conclusions and Future Challenges
References
Behavioural Validation of the ADACOR2 Self-organized Holonic Multi-agent Manufacturing System
1 Introduction
2 A Self-organized Manufacturing Control Architecture
3 A Behavioural Self-organized Mechanism
4 Validation of the Behavioural Self-organization
4.1 The AIP-PRIMECA Cell Description
4.2 Validation Scenarios
4.3 Behavioural Self-organization Assessment
5 Conclusions
References
Digital Factories and Manufacturing Control Systems
A Service-Oriented Architecture Implementation in the Digital Factory of the University
1 Introduction
1.1 Paper Structure
2 State of the Art: SOA in Automation
2.1 DPWS
2.2 OPC UA
2.3 gSOAP
3 The Digital Fact tory at the University of Emden/Leer
4 SOA Implement tation in the Digital Factory
5 Outlook
References
A Volatile Knowledge Approach to Improve the Autonomy of Holons: Application to a Flexible Job Shop Manufacturing System
1 Introduction
2 Volatile Knowledge for Flexible Assembly Cells Management
2.1 Elements of Volatile Knowledge Model
Confidence and Volatility.
Confidence Evolution.
2.2 Aggregation of Knowledge
3 Applications of Volatile Knowledge: Flexible Job Shop Problem
3.1 AIP: a Real Flexible Manufacturing Cell
3.2 Experimentations
4 Conclusion
References
Invariant-Based Production Control Reviewed: Mixing Hierarchical and Heterarchical Control in Flexible Job Shop Environments
1 Introduction
2 Definitions and Literature Review
2.1 Balancing Hierarchical and Heterarchical Control
2.2 The Flexible Job Shop Scheduling Problem
3 Model
3.1 Background: Flexible Job-Shop Scheduling on Graphs
3.2 General Setup
3.3 Implementation of Hierarchical Planning
3.4 Removing Redundant Scheduling Decisions
3.5 Invariant Creation and Assessment
3.6 Distributed Production Controller
3.7 Distributed Control Heuristics that Guarantee Valid Schedules
4 Initial Results
4.1 Validation of Invariant Assessment Measure
4.2 Impact on Performance
5 Discussion and Future Research
References
An Approach for Characterizing the Operating Modes in Dynamic Hybrid Control Architectures
1 Introduction
2 Operating Modes in Dynamic Hybrid Control Architectures
3 An Approach to Characterize the Operating Modes Towards a Switching Process
4 Operating Modes in D-HCA of a Flexible Manufacturing System
4.1 The Case of a Flexible Manufacturing System
4.2 Controlling System Architecture and Governance Mechanism Entity
4.3 Operating Modes and Its Characterization
4.4 Dynamic Situation in the Case Study Scenario
5 Experiments and Results
6 Conclusions
References
Interacting Holons in Evolvable Execution Systems: The NEU Protocol
1 Introduction
2 NEU Protocol
2.1 NEU Protocol Initialization
2.2 NEU Protocol Execution
2.3 NEU Protocol Finalization
3 Evolving HMES
3.1 Simple Product Holon
3.2 Test and Repair Product Holon
3.3 Discussion
4 NEU Protocol Enhancement for e-Health
4.1 Validity / Accuracy versus Efficiency / Effort
4.2 Qualified Requests
4.3 Discussion
5 Conclusion
References
ARUM: Adaptive Production Management
Adaptive Production Management Using a Service-Based Platform
1 Introduction
2 ARUM Platform Architecture
3 Architecture Support for Technical Solution
4 Usage Scenarios
4.1 Strategic Planning Operation
5 Concluding Remarks
References
Agent-Based Production Scheduling for Aircraft Manufacturing Ramp-up
1 Context and Motivation
2 Related Work
3 Agent-Based Scheduler for Aircraft Manufacturing
3.1 Use-Case Description
3.2 Proposed Agent-Based Scheduler
4 Integration of the Scheduler into the Overall ARUM Solution
5 Conclusions and Future Work
References
Adaptive Production Management for Small-Lot Enterprise
1 Introduction
2 Production Process
3 Main Challenges
4 ARUM System
4.1 System Architectur re
4.2 Method of Planning
5 Application of ARUM System
6 Results
7 Conclusion
References
Approach to the Solution of Aerospace Product Lifecycle Management Problem Based on Network-Centric Principles
1 Introduction
2 Aircraft as a Complex System
3 New Principles of Creating Intelligent PLM-Systems
4 Network-Centric Approach to PLM-Systems Development
4.1 Models and Methods for Implementing the Network-Centric Approach
5 An Example of Possible Implementation and Cooperation of PLM Systems
6 Conclusion
References
Smart Grids, Complex Networks and Big Data
Towards a Design Methodology for Agent-Based Automation of Smart Grid
1 Introduction
2 Design Methodology for Agent-Based Smart Grid Automation
2.1 Definition of a Design Methodology
2.2 Proposed Design Methodology
3 Rule Based Transformation Method from IEC 61850 to IEC 61499 Models
4 Use Case: Developing Smart Grid Protection Using Proposed Methodology
5 Conclusion
References
An Open Source-Based and Standard-Compliant Smart Grid Laboratory Automation System: The AIT SmartEST Approach
1 Introduction
2 AIT SmartEST Laboratory
2.1 Overview
2.2 Validation and Testing Scenarios
2.3 Requirements for Laboratory Automation
3 Open Source-Based Automation System
3.1 General Concept
3.2 Realized Hardware and Software Environment
4 Summary and Conclusions
References
Applying Agents and Genetic Algorithms for Reducing Peak Consumption in District Heating
1 Introduction
2 Related Work
3 Solution
3.1 Problem Definition
3.2 Simple Genetic Algorithm
3.3 Agent-Based System
4 Validation Study
5 Conclusion
References
Big Data Semantics in Industry 4.0
1 Introduction
2 Industry 4.0 and Cyber-Physical Systems
2.1 Cyber-Physical systems
2.2 Internet of Things
2.3 Internet of Services
2.4 Smart Factory
2.5 Other Components
2.6 Summary
3 Big Data
3.1 Big Data in Manufacturing Industry
4 Semantic Web
4.1 Semantic Sensor Ne etwork
5 Semantics and B Big Data in Industrial Automation
5.1 Manufacturing Pla ant Data Processing
5.2 Semantic Big Data Historian
5.3 Description of Sensors and Data
5.4 Architecture
5.5 Case Study - Passive House
6 Discussion
7 Conclusion and Next Steps
References
Agent Simulation of Traffic Optimisation with the Use of Complex Networks Analysis and Voting
1 Introduction
2 Research Domain Description
3 System Model
4 Applied Traffic Management Algorithms
5 Example
6 Results
7 Conclusion
References
Author Index

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Industrial Applications of Holonic and Multi-Agent Systems

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