Dallas Fed President Robert Kaplan said Tuesday he sees a risk of higher oil prices in coming years as U.S. shale production may not be able to meet global demand.

“We think the price risk is more to upside and we may well be in global undersupply situation in the next three to five years, and so we need to be braced for that,” Kaplan said, during a talk to the Economics Club of New York.