Energy system diagnosis by a fuzzy expert system with genetically evolved rules

International Journal of Thermodynamics

Volumn 11, Issue 3, 2008, Pages 115-121

  Toffolo, Andrea ^a   Lazzaretto, Andrea ^a  

^a UNIVERSITY OF PADOVA   (Italy)

Author keywords

Diagnosis; Fuzzy expert system; Multi objective evolutionary algorithms

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; COGENERATION PLANTS; DECISION SUPPORT SYSTEMS; ELECTRIC GENERATORS; EXPERT SYSTEMS; GAS TURBINES; KNOWLEDGE BASED SYSTEMS; PERSONNEL SELECTION;

A PLANTS; ACQUISITION SYSTEMS; COMBINED CYCLES; ENERGY SYSTEMS; EXPERIMENTAL DATUMS; FAULT IDENTIFICATIONS; FUZZY EXPERT SYSTEM; FUZZY EXPERT SYSTEMS; KNOWLEDGE BASE; LOCAL APPROACHES; MALFUNCTION DIAGNOSIS; MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS; OBJECTIVE OPTIMIZATIONS; OPERATING CONDITIONS; OPTIMAL SETS; PLANT PERSONNELS; SELECTION OPERATORS; TEST CASES;

EVOLUTIONARY ALGORITHMS;

EID: 56849132377     PISSN: 13019724     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (7)

1. Biagetti, T., Sciubba, E., 2004, "Automatic Diagnostics and Prognostics of Energy Conversion Processes via Knowledge-Based Systems", Energy, Vol. 29, pp. 2553-2572.
2. Ganguli, R., 2003, "Application of Fuzzy Logic for Fault Isolation of Jet Engines", J. of Eng. for Gas Turbine and Power, Vol. 125, pp. 617-623.
3. Lazzaretto, A., Toffolo, A., Trolese, S., 2002, "Using Experimental Data for Predicting Performance and Emissions of a Real Gas Turbine Plant". ASME paper IMECE2002-33197.
4. Li, Y.G., 2002, "Performance Analysis Based Gas-Turbine Diagnostics: a Review", J. of Power and Energy, Vol. 216, pp. 363-377.
5. Ogaji, S.O.T., Marinai, L., Sampath, S., Singh, R., Probert, S.D., 2005, "Gas-Turbine Fault Diagnostics: a Fuzzy-Logic Approach", Applied Energy, Vol. 82, pp. 81-89.
6. Toffolo, A., Benini, E., 2003, Genetic Diversity as an Objective in Multi-Objective Evolutionary Algorithms", Evolutionary Computation, Vol. 11, pp. 151-167.
7. Yager, R.R., Zadeh, L.A., 1998, An Introduction to Fuzzy Logic Applications in Intelligent Systems, Kluwer Academic Publishers, Norwell, MA.