Power System Voltage Stability Assessment through Artificial Neural Network

作者: O.P. Rahi , Amit Kr Yadav , Hasmat Malik , Abdul Azeem , Bhupesh Kr

DOI: 10.1016/J.PROENG.2012.01.833

关键词:

摘要: Abstract Voltage stability is concerned with the ability of a power system to maintain acceptable voltages at all buses in under normal conditions and after being subjected disturbance. This paper presents new technique determine static voltage load for certain operating condition hence identifies which are close collapse. A index respect bus formulated from equation derived two network it computed using Thevenin equivalent circuit referred bus.. Buses values factors 1 .0 identified as critical buses. And that, an Artificial Neural Network developed monitoring. In ANN applications, selection input variables important aspect

参考文章(20)
S. Chakrabarti, B. Jeyasurya, On-line voltage stability monitoring using artificial neural network large engineering systems conference on power engineering. pp. 71- 75 ,(2004) , 10.1109/LESCPE.2004.1356271
Prabha Kundur, Power system stability and control McGraw-Hill. ,(1994)
V. Balamourougan, T.S. Sidhu, M.S. Sachdev, Technique for online prediction of voltage collapse IEE Proceedings - Generation, Transmission and Distribution. ,vol. 151, pp. 453- 460 ,(2004) , 10.1049/IP-GTD:20040612
M.H. Haque, On-line monitoring of maximum permissible loading of a power system within voltage stability limits IEE Proceedings - Generation, Transmission and Distribution. ,vol. 150, pp. 107- 112 ,(2003) , 10.1049/IP-GTD:20020682
D. Thukaram, K. Parthasarathy, H.P. Khincha, Narendranath Udupa, A. Bansilal, Voltage stability improvement: case studies of Indian power networks Electric Power Systems Research. ,vol. 44, pp. 35- 44 ,(1998) , 10.1016/S0378-7796(97)01208-X
Dingguo Chen, R.R. Mohler, Neural-network-based load modeling and its use in voltage stability analysis IEEE Transactions on Control Systems and Technology. ,vol. 11, pp. 460- 470 ,(2003) , 10.1109/TCST.2003.813400
M. Pandit, L. Srivastava, J. Sharma, Fast voltage contingency selection using fuzzy parallel self-organizing hierarchical neural network IEEE Transactions on Power Systems. ,vol. 18, pp. 657- 664 ,(2003) , 10.1109/TPWRS.2003.810993
V. Ajjarapu, C. Christy, The continuation power flow: a tool for steady state voltage stability analysis IEEE Transactions on Power Systems. ,vol. 7, pp. 416- 423 ,(1991) , 10.1109/59.141737
B. Gao, G.K. Morison, P. Kundur, Voltage Stability Evaluation Using Modal Analysis IEEE Transactions on Power Systems. ,vol. 7, pp. 1529- 1542 ,(1992) , 10.1109/59.207377
C.L. DeMarco, T.J. Overbye, An energy based security measure for assessing vulnerability to voltage collapse IEEE Transactions on Power Systems. ,vol. 5, pp. 419- 427 ,(1990) , 10.1109/59.54548