Background for knowledge-based control: Holistic approaches in knowledge-based process control; introduction to knowledge-based systems for process control; basic theory and algorithms for fuzzy sets and logic; knowledge engineering and process control. Artificial intelligence issues: Cognitive models from subcognitive skills; a review of the approaches to the qualitative modelling of complex systems; solving process engineering problems using artificial neural networks; parallel processing architecture for real-time control.