States that neural networks have potential as tools in predictive process control and supervisory optimisation techniques. Demonstrates some of the results of both applications with consideration given to the reduction of computer memory and excessive data requirements.Units: I-PKEYWORDS: year 1997, Expert systems, computer programs, controls, energy management