Section headings and selected papers: New Paradigms for AI in Real-Time Systems. Towards distributed real-time intelligence, I. M. Macleod & V. Lun. Artificial intelligence in hard real-time - a new paradigm needed? L. Motus. Intelligent Real-Time Control. DICE: a framework for intelligent real-time control, A. J. Krijgsman et al. Preprocessing inputs for adaptive critic control, D. L. Styer & V. Vemuri. Temporal Reasoning. Model-based diagnosis of complex systems: structuring and temporal reasoning, T. Hubner. Explicit clock temporal logic in constraint checking for real-time systems, S. Ramanna & J. F. Peters. Methodology. Planning for embedded systems: a real-time prospective, A. Bestavros. Further studies in AI augmented process control using the boxes methodology, D. W. Russell. Architectures, Tools and Techniques. Sequential function charts for knowledge-based, real-time applications, K-E. Arzen. Qualitative Reasoning. Model-based alarm analysis using MFM, J. E. Larsson. Structural estimation with the hybrid phenomena theory, E. A. Woods & J. G. Balchen. Applications. FLANEX - A Flow Line Analyzing Expert System, D. Wild et al. Applications of intelligent telerobotic control, C. J. Herget et al. Author Index. Keyword Index.