Residential load modeling for predicting distribution transformer load behavior, feeder load and cold load pickup

This paper presents a physically based model for computing the electric load on residential distribution feeders and on distribution transformers. The load is assumed to consist of electric space heating, electric water heating and other miscellaneous devices. Validation against field tests and field monitoring records shows the accuracy of the approach both for steady-state operation and for power restoration conditions. The magnitude and duration of cold load pickup is predicted more accurately with the approach presented than with previous models.

[1]  V. Gerez,et al.  Development and validation of a physically-based computer model for predicting winter electric heating loads , 1995 .

[2]  Chan-Nan Lu,et al.  Distribution system feeder cold load pickup model , 1996 .

[3]  Clark Gellings,et al.  Electric Load Curve Synthesis - A Computer Simulation of an Electric Utility Load Shape , 1981, IEEE Transactions on Power Apparatus and Systems.

[4]  Brock J. LaMeres,et al.  Controlling the average residential electric water heater power demand using fuzzy logic , 1999 .

[5]  J. D. Law,et al.  Measured and predicted cold load pick up and feeder parameter determination using the harmonic model algorithm , 1995 .

[6]  V. Gerez,et al.  Development of a Monte Carlo based aggregate model for residential electric water heater loads , 1996 .

[7]  R. Morin,et al.  Distribution transformer overloading capability under cold-load pickup conditions , 1990 .

[8]  Regina Lamedica,et al.  A bottom-up approach to residential load modeling , 1994 .

[9]  Roland P. Malhamé,et al.  A physically-based computer model of aggregate electric water heating loads , 1994 .

[10]  R. E. Mortensen,et al.  Dynamics of heating and cooling loads: models, simulation, and actual utility data , 1990 .

[11]  D. Athow,et al.  Development and applications of a random variable model for cold load pickup , 1994 .

[12]  I. E. Lane,et al.  A load model to support demand management decisions on domestic storage water heater control strategy , 1996 .

[13]  James McDonald,et al.  Cold Load Pickup , 1979, IEEE Transactions on Power Apparatus and Systems.

[14]  K. C. Schneider,et al.  Initial transformer sizing for single-phase residential load , 1991 .

[15]  R. L. Wilde Effects of Cold Load Pickup at the Distribution Substation Transformer , 1985 .

[16]  Fred Schweppe,et al.  Physically Based Modeling of Cold Load Pickup , 1981, IEEE Transactions on Power Apparatus and Systems.

[17]  J. J. Wakileh,et al.  Optimization of Distribution System Design to Accommodate Cold Load Pickup , 1997 .

[18]  R. Graham,et al.  Analysis and Simulation of the Effects of Controlled Water Heaters in a Winter Peaking System , 1979, IEEE Transactions on Power Apparatus and Systems.

[19]  R. E. Mortensen,et al.  A stochastic computer model for heating and cooling loads , 1988 .