Well basically the circuit is drawing too much current.
Measure the resistance of a standard filament compared to your new LED light, they should be very similar.
Sounds like the LED don't have the correct resistance (too low), draw too much current and blow fuse. Either that or start up current spike is too high, weakening fuse and finally blowing it after three for four 'lights on' actions.