Computerized knowledge-based systems for fossil plant productivity; a knowlege-based operator system - concepts, knowledge acquisition and practical experience; a chart-based route to diagnostic systems; a consultative expert system for fault diagnosis of turbine-generator plant; use of neural networks for on-line vibration monitoring; on-line condition monitoring and first-pass assessment for auxiliary plant; a cost and performance modelling system for power generators.