Power system load forecasting using partial least square method

Proceedings of the Annual Southeastern Symposium on System Theory

Volumn , Issue , 2008, Pages 169-173

  Ran, Zhang ^a,b,c   Wenchuan, Cai ^c   Long, Ni ^b,c   Lebby, G L ^a,c  

^a IEEE

^b NATIONAL INSTITUTE OF AEROSPACE   (United States)

^c NORTH CAROLINA A AND T STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AIDING SYSTEM; COMMITMENT PROBLEM; ELECTRIC POWER INDUSTRIES; LOAD MANAGEMENT; LOAD MODELLING; NEW ENGLAND; PARTIAL LEAST SQUARE; PARTIAL LEAST SQUARE METHODS; PLS METHOD; POWER SYSTEMS; SHORT TERM; SHORT-TERM FORECASTING; THEORETICAL ANALYSIS;

COMPUTATIONAL METHODS; COMPUTER SIMULATION; CURVE FITTING; CYBERNETICS; ELECTRIC INDUSTRY; ELECTRIC LOAD MANAGEMENT; ELECTRIC LOADS; ELECTRIC NETWORK ANALYSIS; ELECTRIC POWER SYSTEMS; ELECTRIC POWER TRANSMISSION NETWORKS; FORECASTING; GEODESY; LEAST SQUARES APPROXIMATIONS; PLANNING; POWER TRANSMISSION; SYSTEM THEORY;

ELECTRIC LOAD FORECASTING;

EID: 50249182945     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSST.2008.4480213     Document Type: Conference Paper

References (13)

1. Barakat, E.H. and Eissa, MA.M., "Forecasting Monthly Peak Demand in Fast Growing Electric Utility Using a Compsite Multi-regression -Decomposition Model", in IEEE Proc., Vol. 136, pt. C, No. 1, January 1989. pp 35-41.
2. Asdury, C.E, "Weather Load Model For Electric Demand and Energy Forecasting", in IEEE Trans. PAS, Vol. PAS-94, No. 4, July/August 1975.
3. Vemuri, S., Hill, E.F., and Balasubramanian, R, "Load Forecasting Using Stochastic Models", Proc. 8th PICA Conf., Minneapolis, MN,
4. Stanton, K.N. and Gupta, P.C., "Forecasting Annual or Seasonal Peak Demand In Electric Utility Systems", in IEEE Trans., PAS-89,1970, pp.951-959
5. Moghram, I. and Rahman, S., "Analysis And Evaluation of Five Short-Term Load Forecasting Techniques", in IEEE Trans. Power Systems, Vol. 4, No. 4, October 1989, pp. 1484-1491.
6. Christianse, W.R, "Short Term Load Forecasting Using General Exponential Smoothing", in IEEE Trans. PAS-90 1971, pp. 900-910.
7. Elrazaz, Z.S, and Mazi, AA., "Unified Weekly Peak Load Forecasting for Fast Growing Power System", in IEEE Proc. Vol. 136, Pt. C, No. 1, Jan. 1989, pp 29-34
8. Bunn, D. W., "Experimental Study of a Bayesian Method for Daily Electricity Load Forecasting", Appl. Math. Modelling, April 1980, Vol.4, pp. 113-116
9. Barakat, E.H, Qayyum, MA, Hamed, M.N, and AI Rashed, SA., "Short-Term Peak Demand Forecasting in Fast Developing Utility with Inherent Dynamic Load Characteristics", in IEEE Trans. Power Systems, Vol. 5. No. 3. August 1990. pp. 813-824.
10. P. Geladi, B.R. Kowalski, "Partial Least Squares Regression: A Tutorial", Analytica Chimica Acta, Vol. 185, 1986, pp. 1-17.
11. Hill, D. J. "Nonlinear dynamic load models with recovery for voltage stability studies.", in IEEE Trans, on Power Systems 8(1), 166-176. ,1993
12. Kundur, P. "Power system stability and control", 1994
13. A. H"oskuldsson, "PLS regression methods," J. Chemometrics, vol.2,pp.211-228, 1988