The world’s appetite for oil is rebounding this year and should increase through 2018, the International Energy Agency said Thursday.

In its closely watched monthly oil market report, the IEA said it now expects global demand to grow by 1.5% this year to 98 million barrels a day, driven in part by rising consumption in Germany and the U.S. during the second quarter.

The...