Autonomous Systems and Intelligent Agents in Power System Control and Operation:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Berlin
Springer-Verlag GmbH & Co. KG
2003
|
| Edition: | 1. Aufl. |
| Series: | Power Systems
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Erscheint: Mai 2003 |
| Physical Description: | 305 S. |
| ISBN: | 3540402020 |
Staff View
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Record in the Search Index
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| adam_text | C. REHTANZ
AUTONOMOUS SYSTEMS
AND INTELLIGENT AGENTS
IN POWER SYSTEM CONTROL
AND OPERATION
WITH 153 FIGURES
SPRINGER
CONTENTS
1 AUTONOMOUS CONTROL SYSTEM ARCHITECTURE 1
1.1 FUNDAMENTAL ASPECTS OF AUTONOMOUS SYSTEMS 1
1.2 FUNCTIONAL ARCHITECTURE OF AUTONOMOUS COMPONENTS 3
1.2.1 EXECUTION LAYER 5
1.2.2 COORDINATION LAYER 6
1.2.3 MANAGEMENT AND ORGANIZATION LAYER 8
1.2.4 INFORMATION BASE 9
1.3 STRUCTURES OF AUTONOMOUS SYSTEMS 10
1.4 AUTONOMOUS SYSTEMS IN ELECTRICAL POWER SYSTEMS 12
1.4.1 OPERATIONAL ARCHITECTURE 12
1.4.2 CHARACTERISTICS OF AUTONOMOUS SYSTEMS 14
REFERENCES 15
2 IMPLEMENTATION OF AUTONOMOUS SYSTEMS 17
2.1 REQUIREMENTS FOR THE IMPLEMENTATION ARCHITECTURE 17
2.2 COMMUNICATION TECHNOLOGY 19
2.2.1 TOPOLOGY 20
2.2.2 PROTOCOLS 21
2.3 STANDARD DATA MODELS 24
2.3.1 SUBSTATION 25
2.3.2 NETWORK CONTROL CENTER 25
2.3.3 ELECTRICAL UTILITY ENTERPRISE 26
2.3.4 SUMMARY 27
2.4 INFORMATION-BASE OF AUTONOMOUS SYSTEMS 28
2.5 IT SECURITY CONSIDERATIONS 29
2.6 CONCLUSIONS 32
REFERENCES 33
3 COMPUTATIONAL INTELLIGENCE AND AGENT TECHNOLOGIES FOR AUTONOMOUS
SYSTEMS 35
3.1 INTELLIGENCE IN AUTONOMOUS SYSTEMS AND AGENTS 35
3.2 KINDS OF KNOWLEDGE AND COGNITIVE MODELING 36
3.3 METHODS OF COMPUTATIONAL INTELLIGENCE 37
3.3.1 BASIC METHODS 37
3.3.2 EXTENDED AND ALTERNATIVE METHODS 41
3.4 AGENT TECHNOLOGIES 43
3.4.1 COMMUNICATION 43
CONTENTS
3.4.2 COORDINATION 44
REFERENCES 46
4 MULTI-AGENT NEGOTIATION MODELS FOR POWER SYSTEM APPLICATIONS 49
4.1 INTRODUCTION 49
4.2 NEGOTIATION THEORY AND AGENTS: A REVIEW 52
4.2.1 BASICS OF NEGOTIATION THEORY 52
4.2.2 COMPUTER-BASED NEGOTIATION SYSTEMS 56
4.3 A MULTI-AGENT NEGOTIATION SYSTEM 58
4.3.1 MAS IMPLEMENTATION 59
4.3.2 NEGOTIATION PROTOCOL 60
4.3.3 EMBEDDING AGENTS WITH SOCIAL RATIONALITY 64
4.4 ILLUSTRATIONS 67
4.4.1 SECURITY-RELATED DECISION-MAKING 67
4.4.2 MAINTENANCE SCHEDULING 68
4.5 CONCLUSIONS 72
REFERENCES 72
5 A MULTI-AGENT APPROACH TO POWER SYSTEM DISTURBANCE DIAGNOSIS 75
5.1 INTRODUCTION 75
5.2 PROTECTION ENGINEERING DECISION SUPPORT 76
5.2.1 THE POST-FAULT ANALYSIS PROCESS OF PROTECTION ENGINEERS 76
5.2.2 TECHNICAL REQUIREMENTS FOR THE DECISION SUPPORT FUNCTIONS 78
5.3 DESIGNING THE PEDA MULTI-AGENT SYSTEM 78
5.3.1 REQUIREMENTS CAPTURE AND KNOWLEDGE CAPTURE 79
5.3.2 TASK DECOMPOSITION 80
5.3.3 ONTOLOGY DESIGN 82
5.3.4 AGENT MODELING 84
5.3.5 AGENT INTERACTIONS MODELING 86
5.3.6 AGENT BEHAVIOR 87
5.4 CORE FUNCTIONALITY OF THE AGENTS WITHIN PEDA 88
5.4.1 INCIDENT AND EVENT IDENTIFICATION (IEI) AGENT 88
5.4.2 FAULT RECORD RETRIEVAL (FRR) 90
5.4.3 FAULT RECORD INTERPRETATION (FRI) 92
5.4.4 PROTECTION VALIDATION AND DIAGNOSIS (PVD) 93
5.5 CASE STUDY OF PEDA OPERATION 94
5.5.1 PEDA INITIALISATION 96
5.5.2 DISTURBANCE DIAGNOSIS PROCESS 97
5.6 CONCLUSIONS 99
REFERENCES 99
6 A MULTI-AGENT APPROACH TO POWER SYSTEM RESTORATION 101
6.1 POWER SYSTEM RESTORATION METHODS 101
6.2 POWER SYSTEM RESTORATION MODEL 103
6.3 MULTI-AGENT POWER SYSTEM RESTORATION ARCHITECTURE 103
6.3.1 BUS AGENTS 104
R
CONTENTS XI
6.3.2 FACILITATOR AGENT 105
6.3.3 NEGOTIATION PROCESS BETWEEN BUS AGENTS 105
6.4 SIMULATION RESULTS 108
6.4.1 SIMULATION CONDITIONS 108
6.4.2 SIMULATION RESULTS 108
6.5 CONCLUSIONS 112
REFERENCES 113
7 AGENT TECHNOLOGY APPLIED TO THE PROTECTION OF POWER SYSTEMS 115
7.1 INTRODUCTION -. 115
7.2 AGENT TECHNOLOGY IN POWER SYSTEM PROTECTION 116
7.2.1 DEFINITION 116
7.2.2 AGENT ARCHITECTURE 117
7.3 THE STRUCTURE OF A UTILITY COMMUNICATION NETWORK 118
7.4 DEVELOPMENTS OF EPOCHS 119
7.4.1 OVERVIEW 119
7.4.2 RELATED WORK 120
7.4.3 EPOCHS SIMULATION DESCRIPTION 121
7.5 SIMULATION ARCHITECTURE 122
7.5.1 THE RUN-TIME INFRASTRUCTURE 123
7.5.2 ELECTRICAL COMPONENT SUBSYSTEM 124
7.5.3 THE NETWORK COMMUNICATION COMPONENT 124
7.5.4 THE AGENTHQ SUBSYSTEM 126
7.5.5 IMPLEMENTATION AND OPTIMIZATION 128
7.5.6 SIMULATION SCRIPTS 128
7.5.7 SUMMARY 129
7.6 BACKUP PROTECTION SYSTEMS FOR TRANSMISSION NETWORKS 129
7.6.1 OVERVIEW 129
7.6.2 THE ARCHITECTURE OF THE AGENT RELAY 130
7.6.3 THE STRATEGY EMPLOYED BY THE AGENT-BASED BACKUP PROTECTION
SYSTEM 131
7.6.4 SIMULATION RESULTS 133
7.6.5 SUMMARY 136
? 7.7 AN AGENT BASED CURRENT DIFFERENTIAL RELAY FOR TRANSMISSION LINES
136
7.7.1 OVERVIEW 136
7.7.2 RELATED WORK 137
7.7.3 THE DIFFERENTIAL PROTECTION AGENT ARCHITECTURE 137
7.7.4 SIMULATION RESULTS USING EPOCHS 139
7.7.5 SUMMARY 141
7.8 SPECIAL PROTECTION SYSTEMS 142
7.8.1 OVERVIEW 142
7.8.2 ALGORITHMS FOR FREQUENCY STABILITY CONTROL 143
7.8.3 THE SYSTEM STUDIED AND AGENT-BASED SPS SCHEME 146
7.8.4 SIMULATION RESULTS 148
7.8.5 SUMMARY 149
XII CONTENTS
7.9 CONCLUSIONS 152
REFERENCES 153
8 DYNAMIC OUTPUT COMPENSATION BETWEEN SELECTED CHANNELS IN POWER
SYSTEMS 155
8.1 INTRODUCTION 155
8.2 FRAMEWORK 157
8.3 SPS AGENTS 158
8.3.1 PRINCIPLES 158
8.3.2 EXAMPLE 162
8.4 DAMPING AGENTS 162
8.4.1 LINEAR SYSTEM MODEL AS A CONNECTION OF AGENTS 165
8.4.2 MODEL BUILDING 167
8.4.3 CONTROLLER BUILDING 167
8.4.4 EXAMPLE 170
8.5 COORDINATION AGENTS 174
8.5 CONCLUSIONS 177
REFERENCES 178
9 DEVELOPMENT OF A COORDINATING AUTONOMOUS FACTS CONTROL SYSTEM 179
9.1 INTRODUCTION 179
9.2 FLEXIBLE AC TRANSMISSION SYSTEMS - FACTS 181
9.2.1 FEATURES 181
9.2.2 STRUCTURE 182
9.2.3 MODELING AND CONTROL 182
9.3 NEED OF COORDINATION 184
9.4 THEORY OF AUTONOMOUS CONTROL SYSTEMS 187
9.5 SYNTHESIS OF THE AUTONOMOUS CONTROL SYSTEM FOR FACTS 189
9.5.1 BAY CONTROL LEVEL 189
9.5.2 SUBSTATION AND NETWORK CONTROL LEVEL 192
9.5.3 PREVENTIVE COORDINATION 195
9.6 VERIFICATION 197
9.6.1 FAILURE OF A TRANSMISSION LINE 198
9.6.2 INCREASE OF THE LOAD 200
9.7 CONCLUSIONS 201
REFERENCES 202
10 MULTI-AGENT COORDINATION FOR SECONDARY VOLTAGE CONTROL 205
10.1 INTRODUCTION 205
10.2 MULTI-AGENT VOLTAGE MANAGEMENT - FEASIBILITY STUDY 207
10.2.1 NECESSITY OF THE SECONDARY VOLTAGE CONTROL IN POWER SYSTEM
CONTINGENCIES 207
10.2.2 MULTI-AGENT COLLABORATION TO ELIMINATE VOLTAGE VIOLATIONS 211
10.3 MULTI-AGENT VOLTAGE MANAGEMENT - COLLABORATION PROTOCOL 216
10.3.1 COLLABORATION PROTOCOL 216
10.3.2. TEST RESULTS BY SIMULATION 221
R
CONTENTS XIII
REFERENCES 226
11 AGENT BASED POWER SYSTEM VISUALIZATION 229
11.1 ACTUAL PROBLEMS IN POWER SYSTEM VISUALIZATION 229
11.2 DECISION SUPPORTING HUMAN-MACHINE INTERFACE 230
11.2.1 CAUSALITY AS THE NATURAL PRINCIPLE FOR VISUALIZATION 231
11.2.2 HIERARCHICALLY STRUCTURED INFORMATION PROVISION 232
11.2.3 GLOBAL SYSTEM VIEW AND PROBLEM SPECIFIC DETAIL VIEW 234
11.3 IMPLEMENTATION AS INTELLIGENT AGENTS 236
11.4 VERIFICATION 238
11.4.1 USER-MACHINE INTERACTION 239
11.4.2 IMPLEMENTATION AS MULTI-AGENT SYSTEM 242
11.5 CONCLUSIONS 245
REFERENCES 245
12 NEW APPLICATIONS OF MULTI-AGENT SYSTEM TECHNOLOGIES TO POWER
SYSTEMS 247
12.1 MULTI-AGENT SYSTEM TECHNOLOGIES 247
12.2 STRATEGIC POWER INFRASTRUCTURE DEFENSE SYSTEM 249
12.2.1 SPID SYSTEM FRAMEWORK 249
12.2.2 DEFINITIONS AND ROLES OF SPID SYSTEM AGENTS 250
12.3 CONTROLLED ISLANDING AGENT OF SPID SYSTEM 252
12.3.1 CONTROLLED ISLANDING OF POWER SYSTEMS 252
12.3.2 CONTEXT OF SPID SYSTEM AGENTS INTERACTIONS 253
12.3.3 CONTROLLED ISLANDING AGENT 254
12.3.4 CONTROLLED ISLANDING CRITERIA 256
12.3.5 A CONTROLLED ISLANDING ALGORITHM 256
12.4 AN APPLICATION TO MICROGRID CONTROL AND OPERATION 259
12.4.1 WHAT IS MICROGRID? 259
12.4.2 MICROGRID DESIGN 260
12.4.3 MICROGRID AGENT (MGA) 262
12.4.4 MICROGRID CONTROL 265
12.4.5 MICROGRID OPERATION ISSUE 269
12.4.6 AN EXAMPLE FOR OSCILLATION RESTRICTION 270
12.5 CONCLUSIONS 275
REFERENCES 276
13 OPERATION OF QUALITY CONTROL CENTER BASED ON MULTI-AGENT
TECHNOLOGY 279
13.1 INTRODUCTION 279
13.2 MULTI-AGENT AND FRIENDS 280
13.3 AGENT MODELS 281
13.3.1 MODEL OF QUALITY CONTROL CENTER 281
13.3.2 MODEL OF DISTRIBUTION SUBSTATION 282
13.3.3 INFORMATION MEASURED 282
XIV CONTENTS
13.3.4 COMMUNICATION BETWEEN AGENTS 283
13.4 EMERGENCY OPERATION OF DISTRIBUTION SYSTEMS 283
13.4.1 OPERATIONAL POLICIES 283
13.4.2 PROPOSED ALGORITHM 284
13.4.3 SIMULATION RESULTS 287
13.5 VOLTAGE REGULATION OF DISTRIBUTION SYSTEMS IN FRIENDS 290
13.5.1 AUTONOMOUS VOLTAGE AND REACTIVE POWER CONTROL IN FRIENDS ..291
13.5.2 RECONFIGURATION OF QCC NETWORK TOPOLOGY IN FRIENDS 295
13.5.3 EVALUATION OF THE PERFORMANCE OF THE VOLTAGE REGULATION 298
13.6 CONCLUSION 300
REFERENCES 301
INDEX 303
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| id | DE-604.BV017159403 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-09T19:14:26Z |
| institution | BVB |
| isbn | 3540402020 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-010344060 |
| open_access_boolean | |
| physical | 305 S. |
| publishDate | 2003 |
| publishDateSearch | 2003 |
| publishDateSort | 2003 |
| publisher | Springer-Verlag GmbH & Co. KG |
| record_format | marc |
| series2 | Power Systems |
| spelling | Autonomous Systems and Intelligent Agents in Power System Control and Operation 1. Aufl. Berlin Springer-Verlag GmbH & Co. KG 2003 305 S. txt rdacontent n rdamedia nc rdacarrier Power Systems Erscheint: Mai 2003 Regelungssystem (DE-588)4134712-2 gnd rswk-swf Mehragentensystem (DE-588)4389058-1 gnd rswk-swf Elektrisches Netz (DE-588)4138980-3 gnd rswk-swf Autonomes System (DE-588)4143713-5 gnd rswk-swf Elektrisches Netz (DE-588)4138980-3 s Regelungssystem (DE-588)4134712-2 s Autonomes System (DE-588)4143713-5 s Mehragentensystem (DE-588)4389058-1 s DE-604 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010344060&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Autonomous Systems and Intelligent Agents in Power System Control and Operation Regelungssystem (DE-588)4134712-2 gnd Mehragentensystem (DE-588)4389058-1 gnd Elektrisches Netz (DE-588)4138980-3 gnd Autonomes System (DE-588)4143713-5 gnd |
| subject_GND | (DE-588)4134712-2 (DE-588)4389058-1 (DE-588)4138980-3 (DE-588)4143713-5 |
| title | Autonomous Systems and Intelligent Agents in Power System Control and Operation |
| title_auth | Autonomous Systems and Intelligent Agents in Power System Control and Operation |
| title_exact_search | Autonomous Systems and Intelligent Agents in Power System Control and Operation |
| title_full | Autonomous Systems and Intelligent Agents in Power System Control and Operation |
| title_fullStr | Autonomous Systems and Intelligent Agents in Power System Control and Operation |
| title_full_unstemmed | Autonomous Systems and Intelligent Agents in Power System Control and Operation |
| title_short | Autonomous Systems and Intelligent Agents in Power System Control and Operation |
| title_sort | autonomous systems and intelligent agents in power system control and operation |
| topic | Regelungssystem (DE-588)4134712-2 gnd Mehragentensystem (DE-588)4389058-1 gnd Elektrisches Netz (DE-588)4138980-3 gnd Autonomes System (DE-588)4143713-5 gnd |
| topic_facet | Regelungssystem Mehragentensystem Elektrisches Netz Autonomes System |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010344060&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |