Power grid complexity:
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2011
|
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | XVI, 455 S. graph. Darst. |
| ISBN: | 9783642162107 9787302232803 |
Internformat
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| 245 | 1 | 0 | |a Power grid complexity |c Shengwei Mei ; Xuemin Zhang ; Ming Cao |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2011 | |
| 300 | |a XVI, 455 S. |b graph. Darst. | ||
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Datensatz im Suchindex
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IMAGE 1
CONTENTS
CHAPTER 1 INTRODUCTION 1
1.1 LARGE-SCALE POWER GRIDS AS COMPLEX SYSTEMS 1
1.2 SOC THEORY AND BLACKOUTS 7
1.3 VALIDATION OF SOC USING BLACKOUT DATA 9
1.4 POWER GRID COMPLEXITY 10
1.5 CASCADING FAILURES 11
1.5.1 CASCADING FAILURE MODELS BASED ON NETWORK TOPOLOGIES 12 1.5.2
COMPONENT CASCADING FAILURE DEPENDENT MODEL 16 1.5.3 POWER GRID DYNAMICS
AND BLACKOUT MODELS 18
1.6 BOOK OVERVIEW 23
REFERENCES 24
CHAPTER 2 SOC AND COMPLEX NETWORKS 29
2.1 RANDOM VARIABLES 29
2.1.1 PROBABILITY 29
2.1.2 RANDOM VARIABLES AND THEIR DISTRIBUTIONS 31
2.1.3 CONTINUOUS RANDOM VARIABLES 33
2.1.4 CHARACTERISTICS OF RANDOM VARIABLES 35
2.2 STOCHASTIC PROCESSES 38
2.2.1 CHARACTERISTICS OF STOCHASTIC PROCESSES 39
2.2.2 STATIONARY STOCHASTIC PROCESSES 42
2.2.3 ERGODIC PROCESSES 45
2.2.4 ESTIMATE OF TIME DOMAIN CHARACTERISTICS OF RANDOM SIGNALS 47
2.3 FREQUENCY DOMAIN CHARACTERISTICS-POWER AND SPECTRUM 49 2.3.1 POWER
SPECTRAL DENSITY OF REAL STOCHASTIC PROCESSES 49 2.3.2 CROSS-POWER
SPECTRAL DENSITY OF REAL STOCHASTIC PROCESSES. 52
2.4 BROWNIAN MOTION AND NOISE 54
2.4.1 BROWNIAN MOTION 54
2.4.2 NOISE 56
2.5 CENTRAL LIMIT THEOREM 59
2.5.1 GENERAL FORM OF THE CENTRAL LIMIT THEOREM 59
2.5.2 DONSKER INVARIANCE PRINCIPLE 61
IX
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1006507582
DIGITALISIERT DURCH
IMAGE 2
2.6 SCALE INVARIANCE 61
2.7 FLUCTUATION 64
2.8 POWER LAW AND CORRELATION 66
2.8.1 POWER LAW 66
2.8.2 LEVY DISTRIBUTION 67
2.8.3 LEVY DISTRIBUTION AND LONG-RANGE CORRELATION 70 2.8.4 SCALED
WINDOWED VARIANCE (SWV) METHOD 73 2.8.5 R/S (RESCALED RANGE-STATISTICS)
METHOD 74
2.8.6 R/S METHOD AND LEVY POWER-LAW DISTRIBUTION 75 2.8.7 GENERALIZED
CENTRAL LIMIT THEOREM 76
2.9 STATISTICAL CHARACTERISTICS OF NETWORK TOPOLOGIES 76
2.9.1 DEGREE 77
2.9.2 AVERAGE PATH LENGTH 77
2.9.3 CLUSTERING COEFFICIENT 78
2.9.4 BETWEENNESS 78
2.10 NETWORK MODELS 78
2.10.1 SMALL-WORLD NETWORKS 79
2.10.2 SCALE-FREE NETWORKS 80
2.11 COMMUNITY STRUCTURE THEORY 81
2.11.1 LAPLACIAN MATRIX 82
2.11.2 BISECTION ALGORITHMS 82
2.11.3 MULTI-SECTION ALGORITHMS 83
2.11.4 EVALUATION INDEX 83
2.12 CENTER NODES 84
2.12.1 DEGREE CENTRALITY 85
2.12.2 CLOSENESS CENTRALITY 85
2.12.3 BETWEENNESS CENTRALITY 85
2.13 VULNERABILITY 86
2.13.1 NODE VULNERABILITY 86
2.13.2 EDGE VULNERABILITY 86
2.14 SYNCHRONIZATION 87
2.14.1 STATE SYNCHRONIZATION 87
2.14.2 PHASE SYNCHRONIZATION 89
2.15 NOTES 90
REFERENCES 91
CHAPTER 3 FOUNDATION OF SOC IN POWER SYSTEMS 95
3.1 ORGANIZATION AND SELF-ORGANIZATION 96
3.2 SOC BASED ON CYBERNETICS 98
3.2.1 MATHEMATICAL DESCRIPTION OF THE SYSTEM 98
3.2.2 SYSTEM EVOLUTION AND SOC 99
IMAGE 3
3.3 EVOLUTION MODELS FOR POWER SYSTEMS 100
3.3.1 TRANSIENT DYNAMICS 102
3.3.2 FAST DYNAMICS 109
3.3.3 SLOW DYNAMICS 112
3.4 SOC PHENOMENA IN POWER SYSTEM BLACKOUTS 115
3.4.1 POWER LAW CHARACTERISTICS OF BLACKOUTS IN THE CHINESE POWER GRIDS
116
3.4.2 AUTOCORRELATION OF BLACKOUTS IN THE CHINESE POWER GRIDS BASED ON
SWV METHOD 119
3.4.3 AUTOCORRELATION OF BLACKOUTS IN THE CHINESE POWER GRIDS BASED ON
R/S METHOD 123
3.5 CONTROL OF POWER SYSTEMS AND SOC 124
3.6 BLACKOUT RISK ASSESSMENT IN POWER SYSTEMS 125
3.6.1 VAR 126
3.6.2 CVAR 127
3.6.3 BLACKOUT RISK ASSESSMENT BASED ON HISTORICAL DATA 128 3.6.4
DISCUSSION ON THE VAR AND CVAR 129
REFERENCES 130
CHAPTER 4 POWER GRID GROWTH AND EVOLUTION 133
4.1 DRIVING MECHANISM OF POWER GRID EVOLUTION 134
4.2 GENERAL POWER GRID GROWTH AND EVOLUTION MODEL 135
4.2.1 LOCAL-WORLD NETWORK EVOLUTION MODEL 135
4.2.2 DESIGN OF POWER GRID EVOLUTION MODEL 136
4.2.3 SIMULATION RESULTS AND ANALYSIS 140
4.3 SMALL-WORLD POWER GRID EVOLUTION MODEL AND ITS SIMULATION ANALYSIS
141
4.3.1 SMALL-WORLD POWER GRID GROWTH AND EVOLUTION MODEL 142 4.3.2
SIMULATION OF POWER GRID EVOLUTION 144
4.3.3 ANALYSIS OF EVOLUTION CHARACTERISTICS OF POWER GRID TOPOLOGY
PARAMETERS 147
4.3.4 ANALYSIS OF SENSITIVITIES OF POWER GRID EVOLUTION WITH RESPECT TO
ENERGY SUPPLY AND LOAD DEMAND 150
4.3.5 SATURATION CHARACTERISTICS OF POWER GRID EVOLUTION 155 4.3.6
ANALYSIS OF SENSITIVITIES OF POWER GRID CONSTRUCTION PARAMETERS 156
4.3.7 ANALYSIS OF THE MECHANISM FOR THE EVOLUTION 159
4.4 FURTHER DISCUSSION 159
REFERENCES 160
CHAPTER 5 COMPLEX SMALL-WORLD POWER GRIDS 161
5.1 POWER FLOW AND SYNCHRONIZATION IN SMALL-WORLD POWER GRIDS 161
XI
IMAGE 4
5.1.1 ANALYSIS OF POWER FLOW CHARACTERISTICS IN SMALL-WORLD
POWER GRIDS 162
5.1.2 ANALYSIS OF SYNCHRONIZATION CHARACTERISTICS IN SMALL-WORLD POWER
GRIDS 166
5.2 EVALUATION OF STRUCTURAL VULNERABILITY IN SMALL-WORLD POWER GRIDS
168
5.2.1 INTRODUCTION 168
5.2.2 TOPOLOGICAL MODELS FOR SMALL-WORLD POWER GRIDS 169 5.2.3
EVALUATION ALGORITHMS FOR POWER GRID STRUCTURAL VULNERABILITY 169
5.2.4 SIMULATION ANALYSIS 171
5.3 SUMMARY AND DISCUSSION 177
REFERENCES 178
CHAPTER 6 DECOMPOSITION AND COORDINATION OF STATIC POWER GRIDS 179 6.1
NETWORK PARTITIONING, PILOT BUSES AND COMMUNITY STRUCTURES 181 6.1.1
NETWORK PARTITIONING FOR REACTIVE POWER/VOLTAGE CONTROL 181 6.1.2
CHOOSING PILOT BUSES 183
6.1.3 STRUCTURE INFORMATION OF STATIC POWER GRIDS 184 6.2 NETWORK
PARTITIONING ALGORITHM BASED ON COMMUNITY STRUCTURES. 185 6.2.1
ANALYSIS OF DECOUPLING REACTIVE POWER FLOWS 185 6.2.2 PARTITIONING
ALGORITHM BASED ON SENSITIVITY MATRIX 186
6.2.3 INTEGRATION BASED ON Q N 188
6.3 CHOOSING PILOT BUSES USING THE CONTROL CENTRALITY INDEX 190 6.3.1
CHOOSING CANDIDATE PILOT BUSES USING THE CONTROL CENTRALITY INDEX 191
6.3.2 CHOOSING PILOT BUSES FOR EACH REGION 193
6.4 STABILIZATION EFFECT OF PILOT BUSES 194
6.5 SIMULATION AND ANALYSIS 194
6.5.1 IEEE 14-BUS SYSTEM 195
6.5.2 IEEE 39-BUS SYSTEM 196
6.5.3 IEEE 118-BUS SYSTEM 199
6.5.4 SHANGHAI POWER GRID 200
6.6 NOTES 206
REFERENCES 207
CHAPTER 7 VULNERABILITY ASSESSMENT OF STATIC POWER GRIDS 208 7.1
OVERVIEW 208
7.2 COMPLEMENTARY VULNERABILITY INDEX SET 212
7.2.1 GLOBAL INDEX 212
7.2.2 LOCAL INDEX 215
7.2.3 NORMALIZING PROCESS 216
7.2.4 COMPREHENSIVE VULNERABILITY INDEX 216
XII
IMAGE 5
7.3 ASSESSMENT METHODS FOR THE VULNERABILITY OF TRANSMISSION LINES 217
7.4 DISCUSSIONS ON COMPUTATIONAL COMPLEXITY 218
7.5 SIMULATION RESULTS 219
7.5.1 IEEE 30-BUS SYSTEM 219
7.5.2 IEEE 118-BUS SYSTEM 223
7.5.3 SHANGHAI POWER GRID 225
7.6 NOTES 227
REFERENCES 227
CHAPTER 8 SIMPLIFICATION, EQUIVALENCE, AND SYNCHRONIZATION CONTROL OF
DYNAMIC POWER GRIDS 229
8.1 OVERVIEW 229
8.2 STATE MATRIX AND LAPLACIAN MATRIX OF DYNAMIC POWER GRIDS 232 8.2.1
STATE MATRIX 233
8.2.2 LAPLACIAN MATRIX 234
8.3 NEW COHERENCY-BASED EQUIVALENCE ALGORITHM 236
8.3.1 SEPARATION INTO TWO AREAS 236
8.3.2 CHOICE OF STUDY AREA 237
8.3.3 EXTERNAL AREA AND EQUIVALENT ZONES 237
8.4 GENERATOR SYNCHRONIZABILITY COEFFICIENT 239
8.5 INFLUENCE OF DISTURBANCE ON SYNCHRONIZABILITY COEFFICIENT 239 8.5.1
INFLUENCES OF FAULT 240
8.5.2 EFFECTS OF CONTROL 240
8.6 CALCULATION OF TRIPPING GENERATORS 241
8.7 SIMULATION AND ANALYSIS 243
8.7.1 SIMULATION RESULTS OF THE SIMPLIFICATION AND EQUIVALENCE METHODS
243
8.7.2 SIMULATIONS OF SYNCHRONIZATION CONTROL 248
REFERENCES 256
CHAPTER 9 BLACKOUT MODEL BASED ON DC POWER FLOW 257
9.1 DC POWER FLOW AND RELATED OPTIMIZATION 258
9.1.1 DC POWER FLOW 258
9.1.2 THE OPTIMIZATION PROBLEM BASED ON DC POWER FLOW 261 9.2 OPAMODEL
262
9.2.1 INTRODUCTION OF OPAMODEL 262
9.2.2 SOC ANALYSIS BASED ON THE OPA MODEL 265
9.3 IMPROVED OPA MODEL 273
9.3.1 DESIGN OF THE IMPROVED OPA MODEL 273
9.3.2 SOC ANALYSIS BASED ON THE IMPROVED OPA MODEL 276 9.4 DISCUSSION
289
REFERENCES 290
XIII
IMAGE 6
CHAPTER 10 BLACKOUT MODEL BASED ON AC POWER FLOW 291
10.1 MATHEMATICAL DESCRIPTION OF OPTIMAL AC POWER FLOW 291 10.2 MODEL
DESIGN 293
10.2.1 MODEL STRUCTURE 293
10.2.2 FAST DYNAMICS OF THE INNER LOOP 293
10.2.3 SLOW DYNAMICS OF THE OUTER LOOP 294
10.2.4 CHARACTERISTICS OF THE MODEL 295
10.3 SIMULATIONS OF CASCADING FAILURES 296
10.3.1 CHOOSING PARAMETERS 296
10.3.2 IEEE 30-BUS SYSTEM 297
10.3.3 THE 500 KV NORTHEAST POWER GRID OF CHINA 302 10.3.4 INFLUENCE OF
NETWORK TOPOLOGY ON CASCADING FAILURES 308 10.4 STUDY ON MACROSCOPIC SOC
CHARACTERISTICS AND ANALYSIS OF CRITICALITY 310
10.4.1 CRITICALITY OF FAST DYNAMICS 310
10.4.2 MACROSCOPIC SOC CHARACTERISTICS 312
10.4.3 CRITICALITY ANALYSIS FOR THE 500 KV NORTHEAST POWER GRID OF CHINA
314
10.5 DISCUSSION 316
REFERENCES 317
CHAPTER 11 BLACKOUT MODEL CONSIDERING REACTIVE POWER/VOLTAGE
CHARACTERISTICS 318
11.1 BLACKOUT MODEL 1 319
11.2 REACTIVE POWER/VOLTAGE ANALYSIS METHODS IN BLACKOUT MODEL I. 320
11.2.1 CRITICAL VOLTAGE ANALYSIS METHOD 320
11.2.2 REACTIVE POWER/VOLTAGE MODAL ANALYSIS METHOD BASED ON
CONVENTIONAL POWER FLOWS 322
11.2.3 REACTIVE POWER/VOLTAGE MODAL ANALYSIS METHOD BASED ON OPTIMAL
POWER FLOWS 324
11.3 SOC ANALYSIS FOR BLACKOUT MODEL 1 329
11.3.1 THREE INDICES FOR CRITICAL CHARACTERISTICS 329 11.3.2 SIMULATION
330
11.3.3 EFFECTS OF TYPICAL OPERATION PARAMETERS ON BLACKOUT DISTRIBUTIONS
343
11.4 BLACKOUT MODEL II 346
11.5 REACTIVE POWER/VOLTAGE ANALYSIS METHODS IN BLACKOUT MODEL II.
348 11.5.1 LOAD MARGIN ALGORITHM 348
11.5.2 ACCURATE MODELING OF THE LOAD SHEDDING MODULE IN BLACKOUT MODEL
II 351
11.6 SOC ANALYSIS BASED ON BLACKOUT MODEL II 354
11.6.1 TREND OF CRITICAL CHARACTERISTIC INDICES IN BLACKOUT PROCESSES
354
XIV
IMAGE 7
11.6.2 EFFECTS OF TYPICAL OPERATION PARAMETERS ON BLACKOUT
DISTRIBUTIONS 356
11.7 NOTES 359
REFERENCES 359
CHAPTER 12 BLACKOUT MODEL BASED ON THE OTS 361
12.1 INDEX OF TRANSIENT STABILITY MARGIN 362
12.1.1 CONSTRUCTION OF TRANSIENT STABILITY MARGIN INDEX 363 12.1.2
CALCULATION OF TRANSIENT STABILITY MARGIN INDEX 365 12.1.3 CALCULATION
OF THE SENSITIVITY OF THE TRANSIENT STABILITY MARGIN INDEX 366
12.2 MATHEMATICAL MODEL OF THE OTS AND ITS ALGORITHMIC IMPLEMENTATION
368
12.2.1 CONVENTIONAL OPTIMAL POWER FLOW (OPF) 369
12.2.2 TREATMENT OF TRANSIENT STABILITY CONSTRAINTS 370
12.2.3 OPF WITH TRANSIENT STABILITY CONSTRAINTS (OTS) 371 12.2.4
IMPLEMENTATION OF THE OTS ALGORITHMS 372
12.2.5 SIMULATIONS OF THE NEW ENGLAND 39-BUS SYSTEM 372 12.2.6 REMARKS
ON THE OTS ALGORITHM 380
12.3 BLACKOUT MODELS 380
12.3.1 TRANSIENT DYNAMICS (INNER LOOP) 381
12.3.2 FAST DYNAMICS (MIDDLE LOOP) 384
12.3.3 SLOW DYNAMICS (OUTER LOOP) 388
12.3.4 CONTROL PARAMETERS 390
12.4 SIMULATIONS OF CASCADING FAILURES 391
12.5 MACROSCOPIC SOC CHARACTERISTICS AND CRITICALITY ANALYSIS 395 12.6
CRITICALITY AND RISK ASSESSMENT IN FAST DYNAMICS 398
12.7 NOTES 401
REFERENCES 402
CHAPTER 13 APPLICATIONS TO GENERATION EXPANSION PLANNING AND POWER
NETWORK PLANNING 404
13.1 SHORTCOMINGS OF EXISTING METHODS 404
13.2 IDENTIFICATION OF CRITICAL LINES 406
13.3 IDENTIFICATION OF THE CRITICAL POWER SUPPLY 411
13.4 ADJUSTMENT OF TRANSMISSION CAPACITY GROWTH RATE 414
13.5 PROBABILITY FOR TRIPPING OVERLOADED LINES AND BLACKOUT RISK 416
REFERENCES 419
CHAPTER 14 APPLICATIONS IN ELECTRIC POWER EMERGENCY MANAGEMENT PLATFORM
420
14.1 BRIEF INTRODUCTION ON ELECTRIC POWER EMERGENCY MANAGEMENT PLATFORM
421
XV
IMAGE 8
14.1.1 OVERALL STRUCTURE OF ELECTRIC POWER EMERGENCY MANAGEMENT
PLATFORM 422
14.1.2 BASIC PRINCIPLES FOR THE DECISION-SUPPORT SYSTEM 424 14.2 POWER
GRID DISASTER FORECASTING AND EARLY-WARNING MODEL BASED ON DC POWER FLOW
426
14.2.1 MODEL DESIGN 426
14.2.2 SIMULATION ANALYSIS 428
14.3 POWER GRID DISASTER FORECASTING AND EARLY-WARNING MODEL BASED ON AC
POWER FLOW 443
14.3.1 MODEL DESIGN 443
14.3.2 SIMULATION ANALYSIS 446
REFERENCES 452
INDEX 453
XVI |
| any_adam_object | 1 |
| author | Mei, Shengwei Zhang, Xuemin Cao, Ming 1913-2002 |
| author_GND | (DE-588)1014522757 (DE-588)1014522803 (DE-588)121307301 |
| author_facet | Mei, Shengwei Zhang, Xuemin Cao, Ming 1913-2002 |
| author_role | aut aut aut |
| author_sort | Mei, Shengwei |
| author_variant | s m sm x z xz m c mc |
| building | Verbundindex |
| bvnumber | BV039586578 |
| classification_rvk | ZN 8500 |
| ctrlnum | (OCoLC)748696300 (DE-599)DNB1006507582 |
| dewey-full | 333.7932 621.3190117 |
| dewey-hundreds | 300 - Social sciences 600 - Technology (Applied sciences) |
| dewey-ones | 333 - Economics of land and energy 621 - Applied physics |
| dewey-raw | 333.7932 621.3190117 |
| dewey-search | 333.7932 621.3190117 |
| dewey-sort | 3333.7932 |
| dewey-tens | 330 - Economics 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik Wirtschaftswissenschaften |
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| id | DE-604.BV039586578 |
| illustrated | Illustrated |
| indexdate | 2024-07-21T00:10:18Z |
| institution | BVB |
| isbn | 9783642162107 9787302232803 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-024437750 |
| oclc_num | 748696300 |
| open_access_boolean | |
| owner | DE-83 DE-634 DE-11 |
| owner_facet | DE-83 DE-634 DE-11 |
| physical | XVI, 455 S. graph. Darst. |
| publishDate | 2011 |
| publishDateSearch | 2011 |
| publishDateSort | 2011 |
| publisher | Springer |
| record_format | marc |
| spelling | Mei, Shengwei Verfasser (DE-588)1014522757 aut Power grid complexity Shengwei Mei ; Xuemin Zhang ; Ming Cao Berlin [u.a.] Springer 2011 XVI, 455 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Schwachstellenanalyse (DE-588)4127497-0 gnd rswk-swf Komplexes System (DE-588)4114261-5 gnd rswk-swf Selbstorganisierte Kritikalität (DE-588)7756340-2 gnd rswk-swf Elektrizitätsversorgungsnetz (DE-588)4121178-9 gnd rswk-swf Netzplanung (DE-588)4171522-6 gnd rswk-swf Stromausfall (DE-588)4997345-9 gnd rswk-swf Netzwerktheorie (DE-588)4171531-7 gnd rswk-swf Elektrizitätsversorgungsnetz (DE-588)4121178-9 s Komplexes System (DE-588)4114261-5 s Selbstorganisierte Kritikalität (DE-588)7756340-2 s Stromausfall (DE-588)4997345-9 s Schwachstellenanalyse (DE-588)4127497-0 s Netzwerktheorie (DE-588)4171531-7 s Netzplanung (DE-588)4171522-6 s DE-604 Zhang, Xuemin Verfasser (DE-588)1014522803 aut Cao, Ming 1913-2002 Verfasser (DE-588)121307301 aut Erscheint auch als Online-Ausgabe 978-3-642-16211-4 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3532000&prov=M&dok%5Fvar=1&dok%5Fext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024437750&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Mei, Shengwei Zhang, Xuemin Cao, Ming 1913-2002 Power grid complexity Schwachstellenanalyse (DE-588)4127497-0 gnd Komplexes System (DE-588)4114261-5 gnd Selbstorganisierte Kritikalität (DE-588)7756340-2 gnd Elektrizitätsversorgungsnetz (DE-588)4121178-9 gnd Netzplanung (DE-588)4171522-6 gnd Stromausfall (DE-588)4997345-9 gnd Netzwerktheorie (DE-588)4171531-7 gnd |
| subject_GND | (DE-588)4127497-0 (DE-588)4114261-5 (DE-588)7756340-2 (DE-588)4121178-9 (DE-588)4171522-6 (DE-588)4997345-9 (DE-588)4171531-7 |
| title | Power grid complexity |
| title_auth | Power grid complexity |
| title_exact_search | Power grid complexity |
| title_full | Power grid complexity Shengwei Mei ; Xuemin Zhang ; Ming Cao |
| title_fullStr | Power grid complexity Shengwei Mei ; Xuemin Zhang ; Ming Cao |
| title_full_unstemmed | Power grid complexity Shengwei Mei ; Xuemin Zhang ; Ming Cao |
| title_short | Power grid complexity |
| title_sort | power grid complexity |
| topic | Schwachstellenanalyse (DE-588)4127497-0 gnd Komplexes System (DE-588)4114261-5 gnd Selbstorganisierte Kritikalität (DE-588)7756340-2 gnd Elektrizitätsversorgungsnetz (DE-588)4121178-9 gnd Netzplanung (DE-588)4171522-6 gnd Stromausfall (DE-588)4997345-9 gnd Netzwerktheorie (DE-588)4171531-7 gnd |
| topic_facet | Schwachstellenanalyse Komplexes System Selbstorganisierte Kritikalität Elektrizitätsversorgungsnetz Netzplanung Stromausfall Netzwerktheorie |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=3532000&prov=M&dok%5Fvar=1&dok%5Fext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024437750&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT meishengwei powergridcomplexity AT zhangxuemin powergridcomplexity AT caoming powergridcomplexity |