right if the unit is still filling when you switch it off then its either a board or valve issue
if its a valve issue then if you pull the plug it will keep flowing till you turn off the taps
so it sounds like a board issue. it may just be a leaky triac which are cheap and easily changed if you can solder electronic components
Dave