Application of a fuzzy model for short-term load forecast with group method of data handling enhancement

International Journal of Electrical Power and Energy Systems

Volumn 24, Issue 8, 2002, Pages 631-638

  Huang, Shyh Jier ^a   Shih, Kuang Rong ^a  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

Fuzzy model; Group method of data handling; Short term load forecast

Indexed keywords

ALGORITHMS; DATA HANDLING; ELECTRIC LOAD FORECASTING; FUZZY SETS; NEURAL NETWORKS;

SHORT-TERM LOAD FORECAST;

ELECTRIC POWER SYSTEMS;

EID: 0036778976     PISSN: 01420615     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0142-0615(01)00081-3     Document Type: Article

References (26)

1. Analysis and evaluation of five short-term load forecasting techniques
2. The time series approach to short-term load forecast
3. A regression based approach to short-term load forecasting
4. Short-term load forecasting using general exponential smoothing
5. An expert system based algorithm for short-term load forecasting
6. ALFA: Automated load forecasting assistance
7. Electric load forecasting using an artificial neural network
8. Short-term load forecasting using an artificial neural network
9. Advancement in the application of neural networks for short-term load forecasting
10. Input variable selection for ANN-based short-term load forecasting
11. Short-term load forecasting using fuzzy neural networks
12. Fuzzy neural network and fuzzy expert system for load forecasting
13. Genetic-based multi-layered perceptrons for Taiwan power system short-term load forecasting
14. Ancillary technique for neural network applications
15. Automatic fuzzy model identification for short-term load forecast
16. Fuzzy identification of systems and its applications to modeling and control
17. A fuzzy logic-based approach to qualitative modeling
18. Building Sugeno type models using fuzzy discretization and orthogonal parameter estimation techniques
19. A new approach to fuzzy modeling
20. Polynomial theory of complex systems
21. Short term load forecasting using adaptive pattern recognition and self organizing techniques
22. Sequential GMDH algorithms and its application to river flow prediction
23. A polynomial network for predicting temperature distributions
24. A study on multi-layer polynomial inference system based on an extended GMDH algorithm