PHILADELPHIA — A key piece of hardware that aviation experts and pilots said could solve the mystery in the fatal crash of the medical transport Learjet on Jan. 31 turned out to be useless.

Four people were aboard the Learjet that hit a parked Gulfstream jet, which had one person on board. Officials said it appears the landing gear failed on the plane, which is owned by Motley Crue ...