Demand forecasting in power distribution systems using nonparametrie probability density estimation

IEEE Transactions on Power Systems

Volumn 14, Issue 4, 1999, Pages 1200-1206

  Charytoniuk, W ^a  

^a UNIVERSITY OF TEXAS AT ARLINGTON   (United States)

Author keywords

Demand forecast; Distribution system; Nonparametric density estimation; Probabilistic method

Indexed keywords

NONPARAMETRIC PROBABILITY DENSITY ESTIMATIONS; PROBABILISTIC DEMAND MODELS;

COMPUTER SIMULATION; CONSTRAINT THEORY; ELECTRIC LOAD DISTRIBUTION; ELECTRIC LOAD FORECASTING; ELECTRIC POWER DISTRIBUTION; MATHEMATICAL MODELS; PARAMETER ESTIMATION; PROBABILITY DISTRIBUTIONS;

ELECTRIC POWER SYSTEMS;

EID: 0033222037     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/59.801873     Document Type: Article

References (15)

1. 1. Roytetman and S.M. Shahtdehpour, "State Estimation for Electric Power Distribution Systems in Quasi Real-Time Condition,". IEEE Trans, on Power Delivery, Vol. 8, No.4, October 1993, pp, 2009-2015.
2. K.C. Schneider and R.F. Hoad, "Initial Transformer Sizing for SinglePhase Residential Load," IEEE Tram, on Power Delivery, Vol. 7, No.4, October 1992, pp. 2074-2080.
3. p] I.H. Broehl, "An End-Use Approach to Demand Forecasting," IEEE Trans, on Power Apparatus and Systems, Vol. PAS100, No.6, June 19S1, pp. 2714-2718.
4. A-Capasso, W. Grattieri, R. Lamediea, A, Prudenzi, "A Bottom-up Approach to Residential Load Modeling," IEEE Trans, on Power Systems, Vol. 9, No.2, May 1994, pp. 957-964.
5. C.W. Ceilings, R, W. Taylor, "Electric Load Curve Synthesis - A Computer Simulation of an Electric Utility Load Shape," fEEE Trans, on Power Apparatus and Systems, Vol. PAS100, No.l, January 1981, pp, 60-65.
6. T.M. Cstiowaywä C.W. Brice, "PhysicaJly-Based Model of Demand with Applications to Load Management Assessment and Load Forecasting," IEEE Trans, on Power Apparatus arid Systems, Vol. PAS101, No. 12, December 1982, pp. 4625-4631.
7. D. Bargttas, J.D. Birdwell, "Residential Air Conditioner Dynamic Model for Direct Load Control," IEEE 'frans, on Power Delivery, Vol.3, No.4, October 1988, pp. 2119-2126.
8. A. Pahwa, C.W. Brice, "Modeling and System Identification of Residential Air Conditioning Loaä," IEEE Trans, on Power Apparatus and Systems, Vol. PAS104, Na.6, June 1985, pp. 1418-1425.
9. N.D. Hatziargyriou , T.S. Karakatsanis and M. Papadopoulos, "Probabilistic Calculations of Aggregate Storage Heating Loads," IEEE Trans, on Power Delivery, Vol. 5, No.3, July 1990, pp. 1520-1526.
10. J S. Ihara, F. C. Schweppe, "Physically Based Modeling of Cold Load Pickup," IEEE Trans, on Power Apparatus and Systems, Vol.PAS100, No.9, September 1981, pp. 4142-4150.
11. R.E, Mortemen, K.P. Haggerty, "A Stochastic Computer Mode! for Heating and Cooling Loads," IEEE Trans, on Power Systems, Vol.3, No.3, August 1988, pp. 1213-12(9.
12. M.H. Nehri, P.S. Dolan, V. Gérez, W.J. Jameson, "Development and Validation of a Physically-Based Computer Model for Predicting Winter Electric Heating Loads," IEEE Trans- on Power Systems, Vol.JO, No.3, February 1995, pp. 266-272.
13. D.W. Scott, Multivariate Density Estimation. Theory, Practice, and Visualization. John Wilcy & Sons, 1992, pp. 125-190.
14. B.W. Silverraan, Density Estimation for Statistics and Data Analysis, Chapman and Hall, 1986, pp. 34-94.
15. J15J G.E.P. Box and O.M. Jenkins, Time Series Analysis, Forecasting and Control. Holden-Day, 1976.