Fiat Chrysler Automobiles said its supplier plans to speed up production of parts needed to repair 1.56 million recalled Jeeps linked to deadly fuel-tank fires.

The company aims to have enough parts to complete the recall campaign by March of next year, much sooner than U.S. safety regulators initially anticipated.

Fiat Chrysler’s…