The recall involves some 2006 and 2007 Highlander Hybrids and Lexus RX400h vehicles.
Toyota says there are issues related to the vehicles' Intelligent Power Module.
More than 82,000 vehicles are affected.
Owners of affected vehicles will be notified of the recall in mid-July.