constant load on load sensor
The zero wanders around with temperature (and time) even with no load, and there's usually a spec for slow drift when a load is constantly applied.

For both those reasons, usually load cells are tared with a known force applied shortly before a measurement is made. 

Maybe you could automate the load removal or use a method that has less drift (for example, hydraulic pressure measurement).