The week's pick
Reseach Article
AI Applications to Distribution System with Distributed Generation
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 1 - Number 14 |
| Year of Publication: 2010 |
| Authors: P.N.Hrisheekesha, Jaydev Sharma |
10.5120/304-470
|
P.N.Hrisheekesha, Jaydev Sharma . AI Applications to Distribution System with Distributed Generation. International Journal of Computer Applications. 1, 14 ( February 2010), 38-42. DOI=10.5120/304-470
Abstract
In this paper, Artificial Neural Network, one of the Artificial Intelligence (AI) techniques, for the Volt / Var control in power distribution systems with dispersed generation (DG) is proposed. Artificial neural networks have been considered due to their ability for real time control, simpler calculations and adaptability to different operating conditions. Neuro-controllers are much more effective, fast acting than conventional controllers. Neural network for controlling Step voltage regulator (SVR) with line rise compensation (LRC) /line drop compensation (LDC) function has been presented. The neural network based controller has been simulated for a radial distribution system with DG and the neuro-controller shows promising results after testing.
References
- Masters C.L.,”Voltage rise: the big issue when connecting embedded generation to long 11kV overhead lines”, Power engineering Journal, IEE, Vol.16, No.1, pp.5-12, 2002
- A.E. Kiprakis and A.R Wallace, “Maximizing energy capture from distributed generators in weak networks”, IEE Proceedings on Generation Transmission Distribution, Vol.151, No.5, pp.611-618, September 2004
- “IEEE standard for interconnecting distributed resources with electric power systems” IEEE standard, 1547TM -2003
- Khoan Tran and Mohammad Vaziri, “Effects of dispersed generation on distribution systems”, IEEE conference,2005
- Rajshekaran S.,”Neural networks, fuzzy logic and genetic algorithms: synthesis and applications” Prentice-Hall of India, 2004
- Turan Gonen,”Electric power distribution system engineering” McGraw-Hill, 1986
- T.E. Kim and J.E.Kim, “Voltage regulation coordination of distributed generation system in distribution system”, IEEE conference, pp.480-484, 2001
- Joon-Ho Choi and Jae-Chul Kim, “Advanced voltage regulation method at the power distribution systems interconnected with dispersed storage and generation systems”, IEEE transactions on Power Delivery, Vol.15, No.2,pp.691-696, April 2000
- Tae-Eung Kim and Jae- Eon Kim,” Considerations for the feasible operating range of distributed generation interconnected to power distribution system”, IEEE Conference, pp.42-48, 2002
- Nigel C.Scott, David J.Atkinson and James E.Morrell,”Use of load control to regulate voltage on distribution networks with embedded generation”, IEEE transactions on Power Systems, Vol.17, No.2, pp.510-515, May 2002
- T. Niknam, A.M. Ranjbar and A.R. Shirani, “Impact of distributed generation on Volt/ Var control in distribution Networks” IEEE Bologna Power Tech Conference, Italy, June 23-26, 2003
- N.Iwan Santoso and Owen T.Tan,”Neural-Net Based Real –time control of capacitors installed on distribution systems” IEEE Transactions on Power Delivery, Vol.5, No.1,January 1990
- Yuan-Yih Hsu and Feng-Chang Lu,” A Combined artificial neural network-fuzzy dynamic programming approach to reactive power/ voltage control in a distribution substation” IEEE transactions on Power Systems, Vol.13, No.4, November 1998,pp.1265-1271
- K.S. Swaroop and P.S. Subhash,” Neural network approach to voltage and reactive power control in power systems” IEEE conference, pp.228-233, 2005
Index Terms
Keywords