WASHINGTON—Federal Reserve Chairman Jerome Powell said the economy’s prospects have brightened in recent months, indicating the central bank is on track to keep gradually lifting short-term interest rates and perhaps even pick up the pace this year.

“My personal outlook for the economy has strengthened since December,” he told members of the House Financial Services Committee on Tuesday in his first Capitol Hill appearance since taking over as Fed chief earlier this month.

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