Yann-Chang Huang

Evolving Radial Basis Function Neural Networks for One-Day-Ahead Hourly Forecasting of PV Power Generation

2015

This paper proposes a novel method to predict one-day-ahead hourly photovoltaic (PV) power generation. The proposed method comprises three stages: data classification, training and forecasting. In the first stage, a fuzzy k-means algorithm is used …