From the moment you unplug from the household inlet, where and how good the.."other end" be protected form rain, snow????? If it is well weather-proof protected, the cause could be from your
battery shortened due to...short load(pump,
light, ....). Next time, you should BOTH, unplug from the household outlet AND dis-able breaker from main circuit panel....Just my thought..