If the lights are dimming, the motors are trying to turn under a BIG load. The question is not likely the controller but, instead, the unlubricated and or depolymerizing/sticky tread that the poor motor is trying to pull across the skid plate. Or a very dirty/sticky skid plate. It is shuddering / stuttering because the stickiness may occur in a narrow temp range as the sugar, plastic or whatever melts and hardens.
A tube of silicone oil should have come with your treadmill. Use it after you clean any crap.
IF, you were unfortunate enough to try lubricating your rubber tread with petroleum based oil, then you have a big problem. Regular oil softens the rubber and makes it tacky.