Electrical Load Forecasting

2002-03-13

Adaptive Parallelism For Computing On Heterogeneous Clusters - Shum (Correct)

Context Doc 2.9 2 (0): H. L. Willis, Spatial Load Forecasting , Marcel Dekker Inc., New York, 1996. ISBN: 0-8247-9425-7  

D.W. Bunn, E.D. Farmer (edit). Comparative Models for Electrical Load Forecasting. New York, John Wiley & Sons Ltd. 1985  

A Hybrid Statistical and Feedforward Network Model for Forecasting with a Limited Amount of Data: Average Monthly Water Demand Time-series (1995)   (Correct)   Grace Widjaja Rumantir  

M. Amin. Modeling and Control of Electric Power Systems and Markets. August 2000 - Ver The Last (Correct) IEEE Control Systems Magazine August 2000
Context Doc 10.3 4 (4): K. Liu, S. Subbarayan, R.R.Shoults, M.T.Manry C.Kwan, F.L.Lewis, and J.Naccarino, " Comparison of Very Short-Term Load Forecasting Techniques ," IEEE Transactions on Power Systems, to appear.

Context Doc 1.3 1 (0): Piras, A., Czernichow, T., Imhof, K., Caire, P., Jaccard, Y., Dorizzi, B., (1995) " A Review of Connectionist Models for Short Term Electrical Load Forecasting ", in proc. ICANN' 95, Industrial Conference, Session 8 (Power Systems), Paris (France).

Context Doc 1 1 (0): H. L. Willis, J.E.D. Northcote-Green " Comparision Tests of Fourteen distribution Load Forecasting Methods ", IEEE Transactions on Power Apparatus and Systems, Vol. PAS-103, No. 6, June 1984, pp. 1190-1197.

Context Doc 1 1 (0): L. Atlas, J. Connor, and M. Damborg. Comparisons of conventional techniques and neural networks in power system load forecasting and stability . In Proceedings of the American Power Conference, pages 1196-- 1200, Chicago, IL, April 29 -- May 1 1991.

Context Doc 0 0 (1): A. Piras, T. Czernichow, K. Imhof, P. Caire, Y. Jaccard, B. Dorizzi, " Short Term Load Forecasting with Neural Networks: A Review ," submitted to ICANN, 1995, Paris.  

Context Doc 0 0 (1): K. Liu, S. Subbarayan, R.R. Shoults, M.T. Manry C. Kwan, F.L. Lewis, and J. Naccarino, " Comparisonof Very Short-Term Load Forecasting Techniques ," IEEE PowerEngineering Society Summer Meeting, Portland, OR, 1995.

Context Doc 0 0 (1): Sterling M, Bargiela A, Adaptive forecasting of daily water demand , in Bunn D and Farmer E (eds.) Comparative models for electrical load forecasting , John Wiley and Sons, 1984

Electric Load Modelling with Neural Networks : An Insight.. - Brierley And Batty (Correct)

Context Doc 4.4 4 (0): T.M. Peng, N.F. Hubele, and G.G. Karady, " Advancement in the Application of Neural Networks for Short-Term Load Forecasting ," IEEE Transactions on Power Systems, vol. 7, pp. 250-257, 1992.

• Time-series / Regression approach

Context Doc 2 2 (0): A. D. Papalexopoulos and T. C. Hesterberg, " A Regression-Based Approach to Short Term System Load Forecasting ," IEEE Trans. on Power Systems, Vol. 5, No. 4, pp. 1535-1547,1990.

Context Doc 1.1 1 (0): G. A. N. Mbamalu and M. E. El-Hawary. Load forecasting via suboptimal seasonal autoregressive models and iteratively reweighted least squares estimation . IEEE Transactions on Power Systems, 8(1):343--348, 1993.  

Francesco Camastra and Anna Maria Colla Elsag Bailey Short-term Load Forecasting based on Correlation Dimension Estimation and Neural Nets    (Correct)    ICANN 

Modeling and Short Term Forecasting of New South Wales.. - Michael Smith.. (Correct)  

Context Doc 4 4 (0): G. Gross and F. Galiana, " Short-Term Load Forecasting ," Proceedings of IEEE, vol. 75, pp. 1558-1573, 1987.

• Group Method of Data Handling

• Feed-forward Network Approach(MLP,BP,RBF)

Neural Network Prediction with Noisy Predictors. - Ding (1998) (Correct)

Context Doc 15.1 14 (0): Park, D.C., M.A. El-Sharkawi, R.J. Marks II, L.E. Atlas and M.J. Damborg, " Electric Load Forecasting Using An Artificial Neural Network ," IEEE Transactions on Power Systems, Vol.6, No.2, May 1991, pp. 442-449.  

Context Doc 5.9 5 (0): A. Khotanzad, R-C Hwang, and D. Maratuklam, " Hourly Load Forecasting by Neural Networks ," presented at the IEEE PES Winter Meeting, Columbus, Ohio, February 1993.

Context Doc 5.8 4 (3): A. Bakirtzis and et al. A neural network short-term load forecasting model for the greek power system . IEEE Trans. on Power Systems, 11(2):858--863, May 1996.

Context Doc 4 3 (0): O. Mohammed and et al. Practical experiences with an adaptive neural network short-term load forecasting system . IEEE Trans. on Power Systems, 10(1):254--265, February 1995.  

Context Doc 3.5 3 (0): C.N. Lu, H.T. Wu and S. Vemuri, " Neural Network Based Short Term Load Forecasting ," IEEE Trans. on Power Systems, Vol. 8, No. 1, pp. 336-342, 1993.  

Context Doc 2.5 1 (0): Khadem, M. and E. Dobrowolski, " Short-term Electric Load Forecasting Using Neural Networks ," same source as [5], pp. 173-178.  

Context Doc 2.4 1 (0): H. Yoo, R.L. Pimmel, " Short-Term Load Forecasting Using a Self-Supervised Adaptive Neural Network ", IEEE Trans. on PWRS, Vol. 14, No. 2, May 1999, pp. 779-784.  

Context Doc 2.4 1 (0): I. Drezga, S. Rahman, " Short-Term Load Forecasting with Local ANN Predictors ", IEEE Trans. on PWRS, Vol. 14, No. 3, August 1999, pp. 844-850.  

Context Doc 1.6 1 (0): A. Khotanzad and A. Abaye. ANNSTLF - a neural networks based electric load forecasting system . IEEE Transactions on Neural Networks, 8:843--845, 1997.

Context Doc 1.6 1 (0): Khotanzad, R. Afkhami-Rohani, T. Lu, A. Abaye, M. Davis, D. J. Maratukulam, " ANNSTLF- A neuralnetwork -based elctric load forecasting system ", Trans. on Neural Networks, vol. 8 No. 4, July 1997.  

Context Doc 1.4 1 (0): A. Piras, A. Germond, B. Buchenel, K. Imhof, Y. Jaccard, " Heterogeneous Artificial Neural Network for Short Term Electrical Load Forecasting ", IEEE Trans. on PWRS, Vol. 11, No. 1, February 1996, pp. 397-402.  

Context Doc 1.2 1 (0): Asar A., McDonald J.R., " A specification of neural network applications in the load forecasting problem ," IEEE Transactions on Control Systems Technology, Vol.2, No.2, pp.135-141, 1994.  

Context Doc 1.2 1 (0): A.D. Papalexopoulos, S. How and T.M. Peng: " An Implementation of a Neural Network based Load Forecasting Model for the EMS ", Paper 94 WM 209-7 PWRS presented at the IEEE/PES 1994 Winter Meeting.  

Context Doc 1.2 1 (0): LEE K., T. CHOI, C. KU, AND J. PARK, Neural Network Architectures for Short Term Load Forecasting , IEEE International Conference on Neural Networks, Orlando, 1994  

Context Doc 1.1 1 (0): D.D. Highley and T.J. Hilmes, " Load Forecasting by ANN ", IEEE Computer Applications in Power, July 1993, pp. 10-15.  
 

Context Doc 1 1 (0): D.C. Park, M.A. El-Sharkawi, R. J. Marks, L.E. Atlas, and M.J. Damborg, " Electric Load Forecasting Using an Artificial Naural Network ," IEEE Trans. on Power Systems, Vol. 6, No. 2, pp. 442-449, 1991.

Context Doc 1 1 (0): D.C. Park, M.A. El-Sharkawi, R.J. Marks II, and M.J. Damborg, Electric Load Forecasting using an articial Neural Networks ", IEEE Transactions on Power Systems Vol. 6, No. 2, pp. 441-449, 1991  

Real-Time Load Forecasting by Artificial Neural Networks - Saied Sharif Member (Correct)
2000 

• Recurrent Network Approach

• Competitive Network Approach

• Evolutionary Network Approach

• Modular / Hierarchical / Hybrid Network Approach

• Fuzzy Approach

• Bayesian Network Approach

• Weather Factor

  Context Doc 1.4 1 (0): Khotanzad, A. Davis, M. H. Abaye, A. Mazatukulam, D.J. (1996) ` An artificial Neural Network: Hourly Temperature Forecaster with Applications in Load Forecasting ' IEEE Power Engineering, Vol 16, No 5, 79-79.

Context Doc 1.4 1 (0): T.W.S. Chow, C.T. Leung, " Neural Network Based Short-Term Load Forecasting Using Weather Compensation ," IEEE transactions on power systems, vol. 11, pp. 1736, 1996.

Context Doc 1.1 1 (0): S.T. Chen, D.C. Yu, and A.R. Moghaddamjo, " Weather Sensitive Short-Term Load Forecasting Using Nonfully Connected Artificial Neural Network ," IEEE Trans. on Power Systems, Vol. 7, No. 3, pp. 1098-1105, 1992.

• Other

Context Doc 1.6 1 (0): M.Y. Chow, H. Tram, " Methodology of Urban ReDevelopment Considerations in Spatial Load Forecasting ", IEEE Transactions on Power Systems, Vol.12, No2, May 1997, pp. 996-1001.

Context Doc 1.4 1 (0): D.M. Morsi, et al., " Distribution system load forecasting : An expert system approach for the determination of the optimal location of newly added substations " 4th Middle East Power Systems Conference, Egypt, 1996.

Context Doc 1 1 (0): K.L. Ho, Y.Y. Hsu, C.F. Chen, T.E. Lee, C.C. Liang, T.S. Lai, and K.K. Chen, " Short term load forecasting of Taiwan power system using a knowledge-based expert system ," Paper 90 WM 259-2 PWRS, presented at the IEEE/PES 1990 Winter Meeting.

Context Doc 1 1 (0): S. Ranman and R. Bhatnagar, " An expert system based algorithm for short term load forecast ," IEEE Trans, PWRS, Vol. 3, pp.392-399, 1988.

Context Doc 7.1 7 (0): Jabbour K., Riveros J.F., Landsbergen D., Meyer W. (1987). ALFA : Automated load forecasting assistant . Proceedings IEEE Power Engineering Society Summer Meeting. San Francisco. ( Lazy Learning)

Context Doc 1 1 (0): Lu Q.C., Grady W.M., Crawford M.M. and Anderson G.M., An adaptive nonlinear predictor with orthogonal escalator structure for short-term load forecasting , IEEE Transactions on Power Systems, Vol. 4, No. 1, 1989