PHILADELPHIA — President Biden returned on Friday to a place that is nearly as attached to his identity as his decades-long pursuit of the presidency: an Amtrak station.

This time, however, Mr. Biden was not kicking off a presidential campaign from the back of a train in Wilmington, Del., as he did in 1987. He barely had time to rub shoulders with commuters, a daily tradition during his decades in the Senate.