Pt. Staats et al., A STATISTICAL-ANALYSIS OF THE EFFECT OF ELECTRIC VEHICLE-BATTERY CHARGING ON DISTRIBUTION-SYSTEM HARMONIC VOLTAGES, IEEE transactions on power delivery, 13(2), 1998, pp. 640-646
This paper presents a statistical method for predicting the effect tha
t widespread electric vehicle (EV) battery charging will have on pou e
r distribution system harmonic voltage levels. The method uses a stati
stical model for nonlinear load currents to generate the probabilities
of specific harmonic voltage levels. The statistical model for the ha
rmonic currents produced by a concentration of EVs accounts for partia
l harmonics cancellation introduced by uncertainty and variation in ch
arger start-time and initial battery state-of-charge, A general soluti
on technique: is presented along with several examples using data from
a commercially-available EV charger and an actual power distribution
system. Our results show that there is a definite threshold penetratio
n 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, our example distribution system can acc
ommodate EV penetration levels as high as 20%. A similar analysis of t
he system in the spring or fall indicates that the system can accommod
ate a 15% EV penetration before THDv exceeds 5% at an unacceptable num
ber of buses.