Toolset for construction of hybrid intelligent forecasting systems: Application for water demand prediction

Artificial Intelligence in Engineering

Volumn 13, Issue 1, 1999, Pages 21-42

  Lertpalangsunti, Narate ^a   Chan, Christine W ^a   Mason, Ralph ^a   Tontiwachwuthikul, Paitoon ^a  

^a UNIVERSITY OF REGINA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; FUZZY SETS; KNOWLEDGE BASED SYSTEMS; NEURAL NETWORKS; REGRESSION ANALYSIS; WATER DISTRIBUTION SYSTEMS;

INTELLIGENT FORECASTERS CONSTRUCTION SET (IFCS);

DECISION SUPPORT SYSTEMS;

EID: 0032740654     PISSN: 09541810     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0954-1810(98)00008-9     Document Type: Article

References (12)

1. Marshall KT, Oliver RM. Decision making and forecasting. New York: McGraw-Hill, 1995.
2. A. Khotanzad R. Hwang A. Abaye D. Maratukulam An adaptive modular artificial neural network hourly load forecaster and its implementation at electric utilities IEEE Transactions on Power Systems 10 3 1995 1716 1722
3. O. Mohammed D. Park R. Merchant T. Dinh C. Tong A. Azeem Practical experiences with an adaptive neural network short-term load forecasting system IEEE Transactions on Power Systems 10 1 1995 254 265
4. K. Liu S. Subbarayan R.R. Shoults M.T. Manry C. Kwan F.L. Lewis J. Naccarino Comparison of very short-term load forecasting techniques IEEE Transactions on Power Systems 11 2 1996 877 882
5. D.C. Park M.A. El-Sharkawi R.J. Marks II L.E. Atlas M.J. Damborg Electric load forecasting using an artificial neural network IEEE Transaction on Power Systems 6 2 1991 442 449
6. K. Kim J. Park K. Hwang S. Kim Implementation of hybrid short-term load forecasting system using artificial neural networks and fuzzy expert systems IEEE Transactions on Power Systems 10 3 1995 1534 1539
7. G2 Reference Manual. Version 4.0. Gensym Corporation, Cambridge, MA, 1995.
8. A Guided Introduction to GDA. Gensym Corporation, Cambridge, MA, 1992.
9. NeurOn-Line Reference Manual. Version 1.1. Gensym Corporation, Cambridge, MA, 1995.
10. ++. Academic Press, 1993.
11. Yale K. Preparing the right data diet for training neural networks. IEEE Spectrum 1997;34(3).
12. Goonatilake S, Khebbal S. Intelligent hybrid systems, chapter 1. Wiley, 1995:1–20.