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E-raamat: Service Orientation in Holonic and Multi-Agent Manufacturing Control

Edited by Theodor Borangiu, Edited by André Thomas, Edited by Damien Trentesaux

Formaat: PDF+DRM
Sari: Studies in Computational Intelligence 402
Ilmumisaeg: 26-Mar-2012
Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Keel: eng
ISBN-13: 9783642274497

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Formaat: PDF+DRM
Sari: Studies in Computational Intelligence 402
Ilmumisaeg: 26-Mar-2012
Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Keel: eng
ISBN-13: 9783642274497

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Service orientation is emerging nowadays at multiple organizational levels in enterprise business, and it leverages technology in response to the growing need for greater business integration, flexibility and agility of manufacturing enterprises.

The Service Oriented Architecture (SOA) analysed throughout the book represents a technical architecture, a business modelling concept, a type of infrastructure, an integration source and a new way of viewing units of automation within the enterprise. The primary goal of SOA is to align the business world with the world of information technology in a way that makes both more effective.

The service value creation model at enterprise level consists of using a Service Component Architecture for business process applications, based on entities which handle services. In this view a service is a piece of software encapsulating the business/control logic or resource functionality of an enterprise entity that exhibits an individual competence and responds to a specific request to fulfil a local (operation) or global objective (batch production). The value creation model is based on a 2-stage approach:

Agentification: complex manufacturing processes are split in services provided by informational agents which are discovered,accessed and executed. This leads to a modular, reusable, agile and easy integrate integration.

Holonification: holons link the material flow and physical entities of the manufacturing processes with the informational part (IT services realized by distributed intelligence) facilitating thus traceability the developing of flexible control systems.

This book gathers contributions from scientists, researchers and industrialists on concepts, methods, frameworks and implementing issues addressing trends in the service orientation of control technology and management applied to manufacturing enterprise.

This book gathers contributions from scientists, researchers and industrialists on concepts, methods, frameworks and implementing issues addressing trends in the service orientation of control technology and management applied to manufacturing enterprise.

A Service-Oriented Approach for Holonic Manufacturing Control and Beyond

(20)

Jan Van Belle

Johan Philips

Osman Ali

Bart Saint Germain

Hendrik Van Brussel

Paul Valckenaers

1 Introduction

(1)

2 Holonic Manufacturing Execution System

(3)

3 Application Domains

(10)

3.1 Manufacturing

(1)

3.1.1 Car Paint Shop

(1)

3.1.2 Photographic Foil Facility

(1)

3.1.3 Machine Tool Shop

(1)

3.1.4 Heat Treatment Facility

(1)

3.2 Open-Air Engineering

(1)

3.3 Robotics

(2)

3.4 Logistics

(1)

3.4.1 Chain Conveyor System

(1)

3.4.2 Cross-Docking Facility

(1)

4 Supporting Services

(2)

5 Conclusions

(4)

References

(3)

Service Oriented Control Framework for a Holonic System Characterized by a Guided Flow of Entities

(14)

Theodor Borangiu

Silviu Raileanu

Octavian Stocklosa

Christian Tahon

Thierry Berger

Damien Trentesaux

1 Introduction

(2)

2 The System Characterized by a Guided Flow

(3)

2.1 The Concept and Characterization of Entities

(1)

Active entity

(1)

Non-active entities

(1)

Generalized active entity (GAE)

(1)

2.2 Control Architecture for an Active Entity System

(1)

3 Structure of the Holonic Control System

(4)

3.1 Static and Dynamic Models of the Composing Holons

(1)

3.2 Static Structure

(1)

Coordinator Holon (CH)

(1)

Resource Holon (RH)

(1)

System Knowledge Holon (SKH)

(1)

3.3 Dynamic Structure

(1)

Conduct Holon (COH)

(1)

Mobility Holon (MH)

(1)

Services to be Obtained Holon (SOH)

(1)

Object Service Receiving Holon (OSRH)

(1)

Flow Holon (FH)

(1)

3.4 Aggregation Process and Lifecycle of a FH

(1)

4 Behavioural Model

(2)

4.1 Planning Process

(1)

4.2 Resource Scheduling

(1)

4.3 Service Reception

(1)

5 Realization

(1)

6 Conclusion

(2)

References

(2)

The Augmentation Concept: How to Make a Product "Active" during Its Life Cycle

(14)

Yves Sallez

1 Introduction

(1)

2 The Concept of "Active" Product

(4)

2.1 Improved Performance of the Pair "Active Products - Support System"

(2)

2.2 Proposed Model

(1)

Functional view

(1)

Evolutionary view

(1)

3 Application of the Model in a Manufacturing Context

(3)

3.1 Product Augmentation in a Manufacturing Phase

(1)

3.2 Real Implementation

(2)

3.3 Experimental Results

(1)

4 Application of Our Model in a Condition-Based Maintenance Context

(3)

4.1 Product Augmentation in Use Phase

(2)

4.2 Real Implementation

(1)

4.3 Results

(1)

5 Conclusion and Prospects

(3)

References

(2)

Engineering Hierarchical Complex Systems: An Agent-Based Approach: The Case of Flexible Manufacturing Systems

(12)

Gildas Morvan

Daniel Dupont

Jean-Baptiste Soyez

Rochdi Merzouki

1 Introduction

(1)

2 Two Trends in MABS Research

(2)

2.1 Multi-level Modelling

(1)

2.2 The Influences → Reaction Model

(1)

3 A Generic Meta-model for Multi-level MABS

(2)

3.1 Specification of the Levels and Their Interactions

(1)

3.2 Agent Population and Environments

(1)

3.3 Action Modelling

(1)

4 Engineering Hierarchical Complex Systems with IRM4MLS

(3)

4.1 The Emergence/Constraint Paradigm

(1)

4.2 IRM4MLS Implementation

(1)

4.3 Conception of Hierarchical Systems

(1)

4.4 Case Study: AGV Deadlocks in Gradient Field-Based FMS

(1)

5 Conclusion

(4)

References

(3)

HAPBA - A Holonic Adaptive Plan-Based Architecture

(14)

Doru Panescu

Carlos Pascal

1 Introduction

(1)

2 Petri Nets Modelling of Holonic Systems; Some Main Planning Issues

(5)

3 The Need of Holonic Centralized Components - Staff Holons

(3)

4 Experimental Results and Conclusions

(5)

References

(1)

Integrating Intelligent Robot Services in Holonic Manufacturing

(14)

Florin Daniel Anton

Theodor Borangiu

Silvia Anton

Marco Ceccarelli

Giuseppe Carbone

1 Introduction

(2)

2 Decomposing Orders in Operations

(2)

3 Transforming Operations in Programs

(2)

4 High Availability Services

(2)

5 Conclusion

(6)

References

(2)

Key Factors for Information Dissemination on Communicating Products and Fixed Databases

(14)

Sylvain Kubler

William Derigent

Andre Thomas

Eric Rondeau

1 Introduction

(2)

2 The System Characterized by a Guided Flow

(2)

2.1 General Data Distribution Framework

(1)

2.2 Distributed Databases through Literature

(2)

3 Case Study Presentation

(2)

3.1 Reference Distribution Pattern

(1)

3.2 Adaptation of the Logistic Process

(2)

4 DiPA and CoPA Architecture Modelling

(3)

4.1 Architecture

(1)

4.2 Estimated "Round Trip Times" via Opnet

(1)

4.3 Petri Nets: DiPA and CoPA Architectures

(2)

5 Results and Analysis

(3)

5.1 Simulation and Results

(1)

5.2 Key Factor Identification

(2)

6 Conclusion

101

(2)

References

102

(1)

A Load Balancing Algorithm for Multi-agent Systems

103

(12)

Iulia Stefan

George Mois

Szilard Enyedi

Liviu Miclea

1 Introduction

103

(3)

1.1 Generalities

103

(1)

1.2 Load Balancing

104

(1)

1.3 Agent Society

105

(1)

2 Proposed Solution

106

(2)

3 Skill Classes Awareness

108

(1)

4 The Load Balancing Algorithm

109

(2)

5 Task Agents Transfer

111

(1)

6 Distributed Security

112

(1)

7 Conclusions and Future Work

112

(3)

References

113

(2)

A Holonic Approach to Myopic Behavior Correction for the Allocation Process in Flexible-Job Shops Using Recursiveness

115

(14)

Gabriel Zambrano Rey

Nassima Aissani

Abdelghani Bekrar

Damien Trentesaux

1 Introduction

115

(2)

2 Myopic Behaviour in Holonic Manufacturing Systems

117

(1)

2.1 Recursiveness in HMS

118

(1)

3 The Approach

118

(5)

3.1 Modelling Holons

119

(1)

3.2 Modelling Resources

120

(1)

3.3 The Allocation Method

121

(1)

3.4 Reactivity to Uncertain Conditions

122

(1)

4 Holons and Their Agent-Based Implementation

123

(1)

5 FJSP Test Case and Lower Bound Calculation

123

(2)

5.1 Mixed-Integer Linear Program (MILP) for FMS

123

(2)

6 Results

125

(1)

7 Conclusions and Future Work

126

(3)

References

127

(2)

Integrating e-IMS Platform via Interoperability within Collaborative Enterprises

129

(14)

Aurelian Mihai Stanescu

Mihnea Alexandru Moisescu

Ioan Stefan Sacala

George Burlacu

1 Introduction

129

(1)

2 Key Requirement towards the Development of a Methodology for Future Enterprise System of Systems

130

(4)

3 From Virtual Enterprise towards Future Enterprise

134

(4)

4 Case Study Modules Operator for FInES Supply Chain

138

(3)

5 Conclusions

141

(2)

References

142

(1)

Dynamic Bayesian Network for Decision Aided Disassembly Planning

143

(12)

Luminita Duta

Sidali Ad Douche

1 Introduction

143

(1)

2 State of the Art

144

(1)

3 Dynamic Bayesian Networks

145

(2)

4 Proposed Model

147

(1)

4.1 Notations and Assumptions

147

(1)

5 Validation and Results

148

(5)

5.1 Case Study

148

(2)

5.2 BayesiaLab

150

(1)

5.3 Implementation

151

(2)

6 Conclusions

153

(2)

References

154

(1)

Service Oriented Architecture for Holonic Isoarchic and Multicriteria Control

155

(14)

Yves Dubromelle

Fouzia Ounnar

Patrick Pujo

1 Introduction

155

(2)

2 Main Characteristics of Prosis Approach

157

(5)

2.1 Definition of Isoarchic System

157

(1)

2.2 Deployment of SOA in Isoarchic System

158

(1)

2.3 ACE as Support System for Isoarchic SOA

159

(2)

2.4 Presentation of SOA in Prosis

161

(1)

3 Services Provided by ACE

162

(5)

3.1 Hosting Service

162

(2)

3.2 Decision Support Service

164

(3)

4 Conclusion

167

(2)

References

167

(2)

Viable System Model Approach for Holonic Product Driven Manufacturing Systems

169

(14)

Carlos Herrera

Sana Belmokhtar Berraf

Andre Thomas

1 Introduction

169

(1)

2 VSM for Holonic Product-Driven Manufacturing Systems

170

(5)

2.1 Implementation

171

(1)

2.2 Coordination

171

(1)

2.3 Control

171

(1)

2.4 Intelligence

171

(1)

2.5 Policy

172

(3)

3 Application to MPC Systems

175

(3)

3.1 Part I: Design/Virtual

177

(1)

3.2 Part II: Design/Physical

177

(1)

3.3 Part III: Implementation/Physical

177

(1)

3.4 Part IV: Implementation/Virtual

178

(1)

4 Discussion

178

(2)

5 Conclusion

180

(3)

References

180

(3)

Speech to Head Gesture Mapping in Multimodal Human-Robot Interaction

183

(14)

Amir Aly

Adriana Tapus

1 Introduction

183

(1)

2 Prosodic Features Extraction

184

(1)

3 Head Pose Estimation

185

(3)

4 Speech and Head Gesture Segmentation

188

(3)

4.1 Speech Temporal Segmentation

189

(1)

4.2 Gestures Temporal Segmentation

190

(1)

5 Speech to Head Gesture Coupling

191

(2)

6 Experimental Results

193

(2)

7 Conclusions

195

(2)

References

195

(2)

Myopia of Service Oriented Manufacturing Systems: Benefits of Data Centralization with a Discrete-Event Observer

197

(14)

Olivier Cardin

Pierre Castagna

1 Introduction

197

(1)

2 Service Oriented Manufacturing Systems

198

(2)

2.1 Service Orientation in the Context of Distributed Manufacturing Systems

198

(1)

2.2 Service Oriented Manufacturing System Example

199

(1)

3 HMS and SOA

200

(2)

3.1 PROSA Modelling

200

(1)

3.2 PROSA in SOA

201

(1)

4 Centralizing Data, Not Decisions

202

(2)

4.1 Gathering an Up-to-Date State of a HMS

202

(1)

4.2 Integration in HMS

203

(1)

5 Applications

204

(5)

5.1 Application to Decision DG2

204

(1)

5.2 Application to Decision DL1

205

(1)

Problem Definition

206

(1)

Scenarios

207

(1)

Results and Discussion

207

(2)

6 Conclusion and Future Works

209

(2)

References

209

(2)

A Multi-agent Model for Job-Shop Scheduling

211

(16)

Gabriel Neagu

1 Introduction

211

(1)

2 Building Blocks of the Multi-agent Solution

212

(2)

2.1 MACOR - a Multi-agent Co-ordination Mechanism

212

(2)

2.2 The DCPN Formalism

214

(1)

3 Generic Prototyping in Manufacturing Control

214

(3)

3.1 Methodological Framework

214

(2)

3.2 DSMC_A Generic Prototype

216

(1)

4 Job-Shop Scheduling Particular Prototype

217

(5)

4.1 Design Specification of the Control Model

217

(2)

4.2 A Case Study: The Job Object Class

219

(3)

5 Towards a Service Oriented Implementation

222

(2)

5.1 PEGAF Platform

222

(1)

5.2 Implementation Feasibility

223

(1)

6 Conclusions

224

(3)

References

224

(3)

Services for Competitive and Sustainable Manufacturing in the Smart Grid

227

(14)

Vittaldas V. Prabhu

1 Introduction

227

(3)

2 Desiderata of Services

230

(3)

3 Simulation-Based Distributed Feedback Control

233

(3)

4 Simulation Results

236

(2)

5 Conclusions

238

(3)

References

239

(2)

Different Approaches Regarding the Operational Control of Production in a Flexible Manufacturing Cell

241

(14)

Nick Andrei Ivanescu

Mihai Parlea

Andrei Rosu

1 Introduction

241

(1)

2 System Architecture and Production Flow

242

(1)

3 First Control Solution and PLC-Based Implementation of Order Holons

243

(4)

3.1 Theoretical Backgrounds

243

(1)

3.2 Project Structure

244

(2)

3.3 The Routing Challenge

246

(1)

4 Failure and Perturbations Management

247

(2)

4.1 Case 1: Failure / Recovery of a Resource

248

(1)

4.2 Case 2: Re-supplying Mechanism

248

(1)

5 Second Approach: Using Intelligent Products

249

(3)

5.1 Routing a Pallet

251

(1)

6 Communication Inside the System

252

(1)

7 Practical Results and Conclusions

253

(2)

References

253

(2)

Using Hybrid Petri Nets for Performance Analysis in Manufacturing Systems

255

(10)

Calin Munteanu

Simona Caramihai

Mihnea Alexandru Moisescu

Ioan Stefan Sacala

1 Introduction

255

(1)

2 Continuous Petri Nets

255

(4)

3 Hybrid Petri Nets

259

(1)

4 Modelling Manufacturing Systems with Hybrid Petri Nets - Case Study

260

(3)

5 Analysis

263

(1)

6 Conclusions

264

(1)

References

264

(1)

A JADE Environment for Product Driven Automation of Holonic Manufacturing

265

(14)

Silviu Raileanu

Mihai Parlea

Theodor Borangiu

Octavian Stocklosa

1 Introduction

265

(1)

2 Using Intelligent Products for Decision Taking in an Industrial Environment

266

(7)

2.1 Control System Model

266

(2)

2.2 Production Driving Strategies

268

(2)

2.3 Using the CNP to Obtain Workstation Offers and Make Reservations

270

(1)

2.4 Comparing Robot Offers

271

(1)

2.5 Planning the Route

272

(1)

2.6 Taking the Production Decision

273

(1)

3 Product Driven Automation

273

(2)

4 Software System for Implementation Using the JADE Environment

275

(2)

4.1 Message Exchange System

275

(1)

4.2 System Classes and Implementation

276

(1)

5 Conclusions

277

(2)

References

277

(2)

Physical Internet Enabled Open Hub Network Design for Distributed Networked Operations

279

(14)

Eric Ballot

Olivier Gobet

Benoit Montreuil

1 Introduction

279

(1)

2 A New Logistics Paradigm: The Physical Internet

280

(3)

2.1 Motivations for a New Logistics Paradigm

280

(1)

2.2 The Physical Internet

281

(2)

3 Physical Internet enabled open hub network design

283

(3)

3.1 Network Design and Assumptions

283

(1)

3.2 Typical Logistics Network Optimizations Problems

284

(1)

3.3 Open Hub Network Design for the Physical Internet

284

(2)

4 Open Hub Network Design for Physical Internet Proof of Efficiency Purposes

286

(4)

4.1 A Need of Proof of Efficiency by Simulation of Decentralized Design

286

(1)

4.2 Open Hub Networks Design by an Ad Hoc Evolutionist Algorithm

286

(2)

4.3 An Open Hub Network for Food Distribution in France

288

(2)

5 Conclusion and Future Work

290

(3)

References

291

(2)

Volunteer Based Search Engine for Holonic Manufacturing Services

293

(14)

Cristina Morariu

Octavian Morariu

Theodor Borangiu

1 Introduction

293

(2)

2 System Architecture

295

(3)

3 Holonic Manufacturing System Web Service Design

298

(1)

4 Volunteer Based Search Engine

299

(4)

Phase I Semantic Search

299

(1)

Phase II Volunteer Challenge

300

(3)

5 Conclusions and Future Work

303

(4)

References

305

(2)

Impact of Information Technology on the Quality of Health Services

307

(14)

Radu Dobrescu

Victor Purcarea

1 Introduction

307

(1)

2 Major Effects of Health Information Technology Implementation

308

(1)

2.1 Effects on Quality of Medical Care

308

(1)

2.2 Effects on HIT Efficiency

308

(1)

2.3 Effects on Costs

309

(1)

3 The Impact of Service Oriented Architecture on Health Information Systems

309

(1)

4 Service-Oriented Solutions for Healthcare

310

(1)

5 The HSSP/HL7 SOA Interoperability Paradigm

311

(2)

6 State of the Art and Trends of HL7 Implementation

313

(4)

7 HL 7 Integration

317

(1)

8 Conclusions

318

(3)

References

318

(3)

Competency Management System for IT Project-Oriented Organizations

321

(14)

Constanta-Nicoleta Bodea

Robert Buchmann

1 Introduction

321

(3)

2 Literature Review

324

(1)

3 The Proposed Solution for the Competency Management System

325

(5)

3.1 The Architecture of the Competency Management System

327

(1)

3.2 The Project Management Competence Ontology

328

(1)

3.3 The IT Competence Ontology

329

(1)

4 The Experimentation of Competency Management System

330

(2)

5 Conclusions and Future Work

332

(3)

References

333

(2)

Knowledge-Based Adaptive Machining Concept for Service Oriented Architectures

335

(14)

Alexandru Dumitrache

Theodor Borangiu

Sylvain Pateloup

Grigore Gogu

1 Introduction

335

(1)

2 Overview of the Knowledge-Based Adaptive Machining Concept

336

(1)

3 Management Module

337

(1)

4 Observation of the Milling Process

338

(3)

5 Adaptive Machining Strategy

341

(4)

5.1 Algorithm Overview

342

(1)

5.2 Core Algorithm: Advancing with Constant Engagement

343

(1)

5.3 Examples of Generated Toolpaths

344

(1)

6 The Prediction Module

345

(1)

7 Conclusions

346

(3)

References

346

(3)

Author Index

349

(2)

Subject Index

351

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E-raamat: Service Orientation in Holonic and Multi-Agent Manufacturing Control

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