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Optimal Control of PEV Charging Based on Residential Base Load Prediction

[+] Author Affiliations
Qiuming Gong, Shawn Midlam-Mohler, Vincenzo Marano, Giorgio Rizzoni

The Ohio State University, Columbus, OH

Paper No. DSCC2011-6136, pp. 727-734; 8 pages
doi:10.1115/DSCC2011-6136
From:
  • ASME 2011 Dynamic Systems and Control Conference and Bath/ASME Symposium on Fluid Power and Motion Control
  • ASME 2011 Dynamic Systems and Control Conference and Bath/ASME Symposium on Fluid Power and Motion Control, Volume 1
  • Arlington, Virginia, USA, October 31–November 2, 2011
  • Conference Sponsors: Dynamic Systems and Control Division
  • ISBN: 978-0-7918-5475-4
  • Copyright © 2011 by ASME

abstract

Due to the characteristics of electric power generation, transmission and distribution in the U.S., experts have identified local distribution as a likely component of the chain to be adversely affected by unregulated PEV (Plug-in Hybrid Electric Vehicle/Electric Vehicle) charging. This paper studied the optimal control of PEV charging considering the loss of life of residential distribution transformer based on the prediction of residential base load. The prediction was studied using an autoregressive moving average (ARMA) model. A dynamic thermal model was used for prediction of the transformer hot-spot temperature with the information on power load and ambient temperature. The loss of life model including the dynamic thermal model was integrated into the optimization problem. The objective of the optimal control is to minimize the loss of life of transformer. Finally, a genetic algorithm (GA) was used for searching the optimal solution of PEV charging based on the predicted base load.

Copyright © 2011 by ASME

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