Investigators allege he planned the attack for a year and was driven by a desire "to kill all Zionist people."
Police said someone threw a Molotov cocktail onto the car, causing the car to burst into flames.
A dangerous discovery brought the bomb squad out to the Kensington section of Philadelphia on Sunday.