Hierarchical representation of complex systems for supporting human decision making
Advanced Engineering Informatics
Trends extraction and analysis for complex system monitoring and decision support
Engineering Applications of Artificial Intelligence
Combining FDI and AI approaches within causal-model-based diagnosis
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Dynamic causal model diagnostic reasoning for online technical process supervision
Automatica (Journal of IFAC)
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This paper presents some difficulties of complex industrial process supervision and explains why artificial intelligence may help to solve some problems. Qualitative or semi-qualitative trend extraction is mentioned first. Then fault detection and fault supervision are evoked. The necessity for intelligent interfaces is explained next and distributed supervision is finally mentioned.