Mecanum wheels under varying loads

[Robot Sans]

I have seen mecanum not perform to well in situations where the center of mass is closer to one wheel than the others but it is something that can be fixed with clever coding, use of encoders and a accelerometer. A more mechanical solution would be to add a pair of wheels closer to the load, which could be free spinning and even the weight difference.