What gauge wire for 36V (DC), 5A peak?
DO NOT GO NEAR THESE LIMITS DO NOT GO NEAR THESE LIMITS DO NOT GO NEAR THESE LIMITS: -



So what should you use? I'd use this calculator - it seems to do the job: -