WASHINGTON—The Federal Reserve said it would raise short-term interest rates a quarter-percentage point and signaled it could lift them at a slightly more aggressive pace in coming years to keep the strengthening economy on an even keel.

Fed officials said they would increase their benchmark federal-funds rate to a range between 1.5% and 1.75% and penciled in a total of three rate increases for this year.

But…