An ANN-based ward equivalent approach for power system security assessment

被引:2
|
作者
Chung, T.S. [1 ]
Fu, Ying [1 ]
机构
[1] Department of Electrical Engineering, Hong Kong Polytechnic University, Hong Kong, Hong Kong
关键词
D O I
10.1080/153250001461183
中图分类号
学科分类号
摘要
This paper presents a novel hybrid Artificial Neural Network (ANN) and extended Ward-type equivalent approach for fast on-line voltage security assessment of power systems. The proposed approach maintains the desirable properties of the Ward equivalent method and can update online the parameters of the equivalent model when the topology of the external system changes. Moreover, fast boundary matching is achieved by using ANN. Test results demonstrate that the new approach is efficient and has good accuracy.
引用
收藏
相关论文
共 50 条
  • [1] An ANN-based Ward equivalent approach for power system security assessment
    Chung, TS
    Fu, Y
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2001, 29 (01) : 55 - 69
  • [2] An ANN-based network equivalent approach for power system on-line voltage security assessment
    Chung, TS
    Ying, F
    POWERCON '98: 1998 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY - PROCEEDINGS, VOLS 1 AND 2, 1998, : 1504 - 1507
  • [3] An extended Ward equivalent approach for power system security assessment
    Lo, KL
    Peng, LJ
    Macqueen, JF
    Ekwue, AO
    Cheng, DTY
    ELECTRIC POWER SYSTEMS RESEARCH, 1997, 42 (03) : 181 - 188
  • [4] ANN-based pattern recognition technique for power system security assessment
    Luan, WP
    Lo, KL
    Yu, YX
    DRPT2000: INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, PROCEEDINGS, 2000, : 197 - 202
  • [5] A hybrid artificial neural network (ANN) and Ward equivalent approach for on-line power system voltage security assessment
    Fu, Y
    Chung, TS
    ELECTRIC POWER SYSTEMS RESEARCH, 2000, 53 (03) : 165 - 171
  • [6] An ANN-based Approach for Forecasting the Power Output of Photovoltaic System
    Ding, Ming
    Wang, Lei
    Bi, Rui
    2011 2ND INTERNATIONAL CONFERENCE ON CHALLENGES IN ENVIRONMENTAL SCIENCE AND COMPUTER ENGINEERING (CESCE 2011), VOL 11, PT C, 2011, 11 : 1308 - 1315
  • [7] ANN-based power unit protective system
    Halinka, A
    Szewczyk, M
    Witek, B
    COMPUTATIONAL INTELLIGENCE: THEORY AND APPLICATIONS, 1997, 1226 : 556 - 557
  • [8] Input space decomposition and multilevel classification approach for ANN-based transient security assessment
    Tso, SK
    Gu, XP
    Zeng, QY
    Lo, KL
    FOURTH INTERNATIONAL CONFERENCE ON ADVANCES IN POWER SYSTEM CONTROL, OPERATION & MANAGEMENT, VOLS 1 AND 2, 1997, : 499 - 504
  • [9] ANN-Based Extraction Approach of PV Cell Equivalent Circuit Parameters
    Gastli, A.
    Ben-Brahim, L.
    Rhouma, M. B. H.
    2015 17TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS (EPE'15 ECCE-EUROPE), 2015,
  • [10] ANN-based measuring algorithms for power system protection
    Handschin, E
    Kuhlmann, D
    Westermann, D
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 1997, 5 (04): : 205 - 211