Short term load forecasting using artificial neural network

2007 IEEE Lausanne POWERTECH, Proceedings

Volumn , Issue , 2007, Pages 108-112

  Banda, E ^a   Folly, K A ^a  

^a UNIVERSITY OF CAPE TOWN   (South Africa)

Author keywords

Artificial intelligence; Artificial neural networks; Short term load forecasting

Indexed keywords

BACKPROPAGATION; COMPUTER NETWORKS; ELECTRIC LOAD FORECASTING; FEEDFORWARD NEURAL NETWORKS; FORECASTING; IMAGE CLASSIFICATION;

ARTIFICIAL INTELLIGENCE; ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORKS; SHORT-TERM LOAD FORECASTING;

NEURAL NETWORKS;

EID: 50849120369     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PCT.2007.4538301     Document Type: Conference Paper

References (11)

1. F.D Galiana, G Gross, "Short term load forecasting", Proceedings of the IEEE, 1987, Vol. 75 No. 12, pp 1558-1573
2. A Singh, H Chen, A,C. Canizares, "ANN-based Short term load forecasting in electricity markets", Proceedings of the IEEE Power engineering society transmission and distribution conference, 2001, pp 2:411 - 415
3. E.A Feinberg, D Genethliou, "Chapter 12 Load forecasting", Applied mathematics for power systems, pp 269-282.
4. D K Ranaweera,N F Hubele, G C Karady, "Fuzzy-Logic for Short-Term Load Forecasting" International Journal of Electrical Power & Energy Systems 18.4, 1996, pp 215- 222
5. M. R Remior, J.L Ayuso, "E.L.F.O.S expert system for short term load forecasting", Symposium on expert systems application to power systems, 1988, pp 7-5 - 7-9
6. A.G Barkitzis, V Petridis, S.J Klartzis, M.C Alexiadis, H Maissis, "A neural network short term load forecasting model for the Greek Power System", IEEE Transactions on power systems, Vol.11, No. 2, 1996, pp 858 - 863.
7. D Anderson, G McNeil, "Artificial neural networks technology", A DACS State-of-the-Art Report, Data & Analysis Center for Software, 1990, pp 1-35.
8. Neural Networks Available http://www.cs.nott.ac.uk/~gxk/courses/g5aiai/ 006neuralnetworks/neural-networks.htm
9. K Swingler, Applying Neural Networks, A practical guide, London: Acadenic Press 1996.
10. Conjugate gradient method (1995) Available www.lix.polytechnique.fr/ ~liberti/public/computing/neural/snns/usermanual.
11. A Khothanzad, R.C Hwang, A Abaye, D Maratukulam, "An adaptive modular artificial neural network hourly load forecaster and its implementation at electric utilities", IEEE Transactions on Power Systems, Vol.10, No. 3, 1995, pp1716 - 1722.