Fuzzy-expert approach for voltage-reactive power dispatch

被引:0
作者
Thukaram, D. [1 ]
Yesuratnam, G. [1 ]
机构
[1] Indian Inst Sci, Dept Elect Engn, Bangalore 560012, Karnataka, India
来源
2006 IEEE POWER INDIA CONFERENCE, VOLS 1 AND 2 | 2006年
关键词
reactive power; voltage stability; fuzzy; expert system;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The voltage stability control problem has become an important concern for utilities transmitting power over long distances. This paper presents an approach using fuzzy set theory for reactive power control with the purpose of improving the voltage stability of a power system. To minimize the voltage deviations from pre-desired values of all the load buses, using the sensitivities with respect to reactive power control variables form the basis of the proposed fuzzy logic control (FLC). Control variables considered are switchable VAR compensators, On Load Tap Changing (OLTC) transformers and generator excitations. Voltage deviations and controlling variables are translated into fuzzy set notations to formulate the relation between voltage deviations and controlling ability of controlling devices. The developed fuzzy system is tested on a few simulated practical Indian power systems and some IEEE standard test systems. The performance of the fuzzy system is compared with conventional optimization technique and results obtained are encouraging. Results obtained for a 24 - node equivalent EHV system of part of Indian southern grid and IEEE New England 39-bus system are presented for illustration purposes. The proposed Fuzzy-Expert technique is found suitable for on-line applications in energy control centre as the solution is obtained fast with significant speedups.
引用
收藏
页码:55 / +
页数:2
相关论文
共 50 条
[41]   AREA AUTOMATIC-CONTROL OF VOLTAGE AND REACTIVE POWER USING A MULTIVARIABLE APPROACH [J].
BJELIC, S ;
JELIC, N .
ELECTRICAL TECHNOLOGY, 1995, (02) :99-119
[42]   A New Approach for Voltage Control Area Identification Based on Reactive Power Sensitivities [J].
Maharjan, Rabindra ;
Kamalasadan, Sukumar .
2015 NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2015,
[43]   Jellyfish Search Algorithm-based Optimal Reactive Power Dispatch Considering SVC Devices for Voltage Stability Enhancement [J].
Ghada, Machane ;
Ahmed, Gherbi ;
Mohammed, Amroune ;
Anwar, Guessabi .
PROGRAM OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND AUTOMATIC CONTROL, ICEEAC 2024, 2024,
[44]   Research on Fuzzy Logic based Dynamic Boundary Voltage and Reactive Power Integrated Control Method [J].
Xu, Zigang ;
Wang, Fei .
CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, :1645-1649
[45]   A novel fuzzy adaptive configuration of particle swarm optimization to solve large-scale optimal reactive power dispatch [J].
Naderi, Ehsan ;
Narimani, Hossein ;
Fathi, Mehdi ;
Narimani, Mohammad Rasoul .
APPLIED SOFT COMPUTING, 2017, 53 :441-456
[46]   Distributionally Robust Optimal Reactive Power Dispatch with Wasserstein Distance in Active Distribution Network [J].
Liu, Jun ;
Chen, Yefu ;
Duan, Chao ;
Lin, Jiang ;
Lyu, Jia .
JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2020, 8 (03) :426-436
[47]   Reactive Power Dispatch Algorithm for a Reduction in Power Losses in Offshore Wind Farms [J].
Song, Seung-Ho ;
Tae, Gyo-Won ;
Lim, Alexandr ;
Kim, Ye-Chan .
ENERGIES, 2023, 16 (21)
[48]   OPTIMAL REACTIVE POWER DISPATCH BASED ON ARTIFICIAL NEURAL NETWORK IN POWER SYSTEMS [J].
Liu, Baozhu .
PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2008, :2704-2709
[49]   Particle Swarm Optimization Based Optimal Reactive Power Dispatch [J].
Pandya, Sundaram ;
Roy, Ranjit .
2015 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL, COMPUTER AND COMMUNICATION TECHNOLOGIES, 2015,
[50]   Optimal reactive power dispatch based on harmony search algorithm [J].
Khazali, A. H. ;
Kalantar, M. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2011, 33 (03) :684-692