I had a very similar problem, with my old Alienwhare. I was cleaning it, then after I finished I turned it on and same thing was happening, power was on but no picure. When I was cleaning it, I somehow disconnected the processor without even opening it. Its very weird.
Make sure your Processor is properly connected. !