Actually, even if it's set to fixed, as soon as you use the remote to vary the voltage, it'll drop out of fixed mode and revert to variable until a power cycle on that channel's input.
It sounds like you have a shorted FET in the controls, that's a fairly common issue and you end up with full voltage out.