Many industrial batch production processes have highly non-linear and time-varying characteristics. Actual operation conditions only allow us to do batch control sometimes. How to approach modelling and optimal control for such processes is a very significant problem. A region fuzzy control method for batch processes is developed that allows for this problem. How to realize modelling of the control method is described in detail. An implementation scheme for the method is also presented clearly.