A hybrid fuzzy neural network-expert system for a short term unit commitment problem

Microelectronics Reliability

Volumn 37, Issue 5, 1997, Pages 733-737

  Padhy, Narayana Prasad ^a   Paranjothi, S R ^a   Ramachandran, V ^a  

^a ANNA UNIVERSITY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC LOAD MANAGEMENT; ELECTRIC POWER SYSTEMS; EXPERT SYSTEMS; FLOWCHARTING; FUZZY SETS; MATHEMATICAL MODELS; PROBLEM SOLVING; SCHEDULING;

HYBRID MODEL; UNIT COMMITMENT SCHEDULES;

NEURAL NETWORKS;

EID: 0031148149     PISSN: 00262714     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0026-2714(96)00095-9     Document Type: Article

References (8)

1. Snyder, W. L., Powell, Jr. and Rayburn, J. C., Dynamic programming to unit commitment, IEEE Trans. PWRS, 1987, 2(2), 339-350.
2. Ouyang, Z. and Shahidehpour, S. M., Short term unit commitment expert system, Electric Power System Res., 1990, 18(1) 1-13.
3. Ouyang, Z. and Shahidehpour, S. M., A hybrid artificial neural network-dynamic programming approach to unit commitment. IEEE Trans. PWRS, 1991, 438-442.
4. Dash, P. K., Dash, S. and Rahman, S., A hybrid neural network-fuzzy expert system for short term load forecasting. ESAP, 1993, 175-181.
5. Kim, K. H., Park, D. Y. and Park, J. K., A hybrid model of artificial neural network and fuzzy expert system for short term load forecast. ESAP, 1993, 164-169.
6. Padhy, N., Paranjothi, S. R., Ramachandran, V. and Ramaraj, N., Application of expert system to a short term unit commitment problem. Proc. Nat. System Conf. 95, pp. 343-349, 1995.
7. Padhy, N., Ramachandran, V. and Paranjothi, S. R., A fuzzy decision system for solving unit commitment problem. Proc Nat. Conf. on Neural Networks and Fuzzy Systems, pp. 287-299, 1995.
8. Sheble, G. B. and Fahd, G. N., Unit Commitment Literature Synopsis. IEEE Trans. on Power Systems, 1994, 9 (1) 128-135.