TMRF eBook Advanced Knowledge Based Systems Model Applications  Research Eds
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TMRF eBook Advanced Knowledge Based Systems Model Applications Research Eds

Sajja Akerkar Vol 1 pp 50 73 2010 Diagnostic Expert Systems Fr om Experts Knowledge to RealTime Systems C Angeli Abstract INTRODUCTION brPage 2br Diagnostic Expert Systems From Expert s Knowledge to RealTime Systems EVOLUTION OF EXPERT SYSTEMS TEC

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TMRF eBook Advanced Knowledge Based Systems Model Applications Research Eds




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Page 1
TMRF e-Book Advanced Knowledge Based Systems: Model, Applications & Research (Eds. Sajja & Akerkar), Vol. 1, pp 50 Ė 73, 2010 Diagnostic Expert Systems: Fr om Expertís Knowledge to Real-Time Systems C. Angeli Abstract INTRODUCTION
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Diagnostic Expert Systems- From Expert ís Knowledge to Real-Time Systems EVOLUTION OF EXPERT SYSTEMS TECHNOLOGY FOR FAULT DETECTION
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Advanced Knowledge-Based Systems: Models, Applications and Research Rule-Based Diagnostic Expert Systems EXPERT KNOWLEDGE ENGINEER DATA KNOWLEDGE BASE INFERENCE ENGINE USER INTERFACE

USER
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Diagnostic Expert Systems- From Expe rtís Knowledge to Real-Time Systems
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Advanced Knowledge-Based Systems: Models, Applications and Research Model-based diagnostic expert systems
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Diagnostic Expert Systems- From Expe rtís Knowledge to Real-Time Systems , System Model Process Residual Generation Residual Evaluation Fault Isolation Fault Diagnostic Output Fault Detection Inputs Residu Fault
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Advanced Knowledge-Based Systems: Models, Applications and Research On-line diagnostic expert systems User Database Expert Fault cause

Fault type and size Explanation component Hypotesis test Rules and facts Experiences Threshold logic Fault decision Performance index Inference engine Analytical problem solution Heuristic problem Residual generation Fault recognition Nominal process behaviour Fault tree Fault statistic Process environment Process under consideration Knowledge base Analytical process model Observer scheme Analytical knowledge Heuristic knowledge
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Diagnostic Expert Systems- From Expe rtís Knowledge to Real-Time Systems Knowledge-based methods for fault detection a. Rule based diagnostic expert

systems b. Model based diagnostic expert systems c. On-line diagnostic expert systems
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Advanced Knowledge-Based Systems: Models, Applications and Research The development environment Recent research work of on-line expert systems
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Diagnostic Expert Systems- From Expe rtís Knowledge to Real-Time Systems Current trends in diagnostic systems development
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Advanced Knowledge-Based Systems: Models, Applications and Research EVOLUTION OF KNOWLEDGE AQUISITION TECHNIQUES
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Diagnostic Expert Systems- From Expe rtís Knowledge to Real-Time

Systems
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Advanced Knowledge-Based Systems: Models, Applications and Research model-based EVOLUTION OF KNOWLEDGE REPRESENTATION TECHNIQUES
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Diagnostic Expert Systems- From Expe rtís Knowledge to Real-Time Systems rule based expert systems model-based expert systems on-line expert systems EVOLUTION OF USER INTERFACE TECHNIQUES FOR EXPERT SYSTEMS
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Advanced Knowledge-Based Systems: Models, Applications and Research
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Diagnostic Expert Systems- From Expe rtís Knowledge to Real-Time Systems AN EXPERT SYSTEM MODEL FOR ON-LINE FAULT

DIAGNOSIS
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Advanced Knowledge-Based Systems: Models, Applications and Research The fault diagnosis process
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Diagnostic Expert Systems- From Expe rtís Knowledge to Real-Time Systems The knowledge base development Pbm, Pbs outmo3 V -> bar outpr3 Pam, Pas Stop00 Pa -> bar Pam - Pas Pb DPb OK ? abs (DPa) Pbm - Pbs abs (DPb) Pa DPa OK ? DPa/DPb/DW outct3 p/s -> rad/s Wm, Ws Statistics00 Statistics01 Wm - Ws abs (DW) DW OK ? Statistics02 DW/Wm outhp3 Relay00 Trigger00 Action00 abs(DPo) Statistics03 Po DPo OK? Y/t Chart00 Pom - Pos
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Advanced

Knowledge-Based Systems: Models, Applications and Research SUMMARY AND CONCLUSION
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Diagnostic Expert Systems- From Expe rtís Knowledge to Real-Time Systems REFERENCES Expert Systems, Journal of Engineering Manufacture International Journal of Computer Science & Applications, Expert Systems Applications in Engineering and Manufacturing: Detection of Abrupt Changes: Theory and Application IEEE Transactions on Systems, Man and Cybernetics International Journal of Man-Machine Studies, Expert Systems Cognitive Psychology Control Engineering Practice Knowledge-Based Systems

International Journal of Man-Machine Studies, International Journal of Man- Machine Studies, 4 th IFAC Symposium on Fault detection, Supervision and Safety of Technical Processes
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Advanced Knowledge-Based Systems: Models, Applications and Research International Journal of Materials and Product Technology Safeprocess 03 International Journal of Man-Machine Studies, Information and Management Journal of Systems and Software SAFEPROCESS 06 SAFEPROCESS 06 Handbook of Artificial Intelligence: Knowledge Engineering in 1980ís: Expert-Novice Differences and Knowledge Elicitation

Automatica IFAC SAFEPROCESS 2000 Transactions of the Institute of Measurement and Control Knowledge Acquisition for Knowledge-Based Systems Annals of Mathematics and Artificial Intelligence IEEE Transactions on Systems, Man and Cybernetics Expert Systems Expert Systems
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Diagnostic Expert Systems- From Expe rtís Knowledge to Real-Time Systems Annual Reviews in Control nd International Symposium on Intelligent Information Technology Applications Tenth National Conference on Artificial Intelligence Fault Diagnosis: Models, Artificial Intelligence, Applications AI Magazine

Computers and Chemical Engineering SAFEPROCESS 03 SAFEPROCESS 00 Designing and Evaluating User Interfaces for Knowledge-Based Systems Hybrid Intelligent Systems The State of the Art in Machine Learning Progress in Nuclear Energy Machine Studies, User Centred System Design: New Perspectives on Human-Computer Interaction SAFEPROCESS 03 Expert Systems Transactions of the Institute of Measurement and Control Issues in Fault Diagnosis for Dynamic Systems Expert Systems,
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Advanced Knowledge-Based Systems: Models, Applications and Research 5 th IFAC Symposium on Fault Detection, Supe

rvision and Safety of Technical Processes Real Time Fault Monitoring of Industrial Processes International Journal of Information Technology and Management Machine Learning International Journal of Man-Machine Studies , On-line fault detection and supervision in the chemical process industries, SAFEPROCESS 03 Knowledge-based system Diagnosis, Supervision, and Control Designing the user Interface Fault Detection, Supervision and Safety for Technical Processes Journal of Mechanical Science and Technology Fault Diagnosis in Dynamic Sy stems, Theory and Application IFAC Symposium on Fault

Detection, Supervision and Safety for Technical Processes Extraction and Exploitation of Intentional Knowle dge from heterogeneous Information Systems: Semi Automatic Approaches and Tools Proceedings of 25 th IASTED International Conference MIC, Knowledge-Based Systems Expert Systems with Applications Artificial Intelligence Artificial Inteligence, Simulation and Modeling
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Diagnostic Expert Systems- From Expe rtís Knowledge to Real-Time Systems Expert Systems . Artificial Intelligence for Engineering Design, Analysis and Manufacturing Knowledge and Information Systems, EUROSIS

4 th International Industrial Simulation Conference (ISC 2006) Expert systems with applications, Communications of the ACM IEEE Transactions on Automatic Control,