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

A constrained orthogonal least-squares m

A constrained orthogonal least-squares method for generating TSK fuzzy models: Application to short-term load forecasting

✍ Paris A. Mastorocostas; John B. Theocharis; Vassilios S. Petridis 📂 Article 📅 2001 🏛 Elsevier Science 🌐 English ⚖ 237 KB

In this paper, an orthogonal least-squares (OLS) based modeling method is developed, named the constrained OLS (C-OLS), for generating simple and e cient TSK fuzzy models. The method is a two-stage model building technique, where both premise and consequent identiÿcation are simultaneously performed