Title :
A statistical analysis of the effect of electric vehicle battery charging on distribution system harmonic voltages
Author :
Staats, P.T. ; Grady, W.M. ; Arapostathis, A. ; Thallam, R.S.
Author_Institution :
Texas Univ., Austin, TX, USA
fDate :
4/1/1998 12:00:00 AM
Abstract :
This paper presents a statistical method for predicting the effect that widespread electric vehicle (EV) battery charging will have on power distribution system harmonic voltage levels. The method uses a statistical model for nonlinear load currents to generate the probabilities of specific harmonic voltage levels. The statistical model for the harmonic currents produced by a concentration of EVs accounts for partial harmonics cancellation introduced by uncertainty and variation in charger start-time and initial battery state-of-charge. A general solution technique is presented along with several examples using data from a commercially-available EV charger and an actual power distribution system. The results show that there is a definite threshold penetration below which EV charging has negligible impact on the number of buses whose voltage total harmonic distortion (THDV) exceeds 5%. During the late evening of a summer day, the authors´ example distribution system can accommodate EV penetration levels as high as 20%. A similar analysis of the system in the spring or fail indicates that the system can accommodate a 15% EV penetration before THDV exceeds 5% at an unacceptable number of buses
Keywords :
battery chargers; distribution networks; electric vehicles; harmonic distortion; load (electric); power system harmonics; probability; statistical analysis; battery state-of-charge; charger start-time; distribution system; electric vehicle battery charging; harmonic voltage levels; nonlinear load currents; partial harmonics cancellation; probabilities; statistical analysis; threshold penetration; total harmonic distortion; Batteries; Electric vehicles; Load modeling; Power distribution; Power system harmonics; Power system modeling; Probability; Statistical analysis; Uncertainty; Voltage;
Journal_Title :
Power Delivery, IEEE Transactions on