The only context I can think of where they would mean the same thing is "start the engine" or "turn on the engine", when talking about cars, motorbikes etc.
"Turn on the lights", "turn on the tap", "turn on the heating".
"Start the lights", "start the tap", or "start the heating" don't make sense because in these contexts, the words mean different things.