I used to have problems many years ago with a generator burning bulbs, especially once the first of the pair went.

Wondered if putting a battery in parrallel would help.
Would seem to have the added benefit of keeping the lights aglow when stopped.

If it's high frequency spikes that burn the bulb, would putting a low pass Resistor-Capacitor filter in parallel with said battery solve the issue?