Police say they acted out of an abundance of caution after witnesses reported smoke rising nearby. The fire was several blocks away.
A rehearsal for Mr Biden's inauguration was suspended.
Five people died on 6 January when a pro-Trump mob stormed the Capitol, which is home to the US Congress.
Security is tight, with thousands of National Guard members deployed at the Capitol and around central Washington DC.
