Conveyor Belt Power Calculation

I want to select a motor for a conveyor or machine , for load torque calculation, i need the weight of the parts which has to move by motor.Now the problem is that ,can i simply take full weight of all parts which has to move or carry or is there is any specific method to take weight of all parts like chain, shaft, belts for example like if there is shaft with pulleys on two pillow blocks.