Jump to Main Content
- Isa, Dino, et al. Show all 4 Authors
- Journal of cleaner production 2018 v.205 pp. 252-265
- algorithms; batteries; energy; neural networks; prediction; solar collectors; time series analysis
- ... In this paper, an incremental unsupervised neural network algorithm namely memory self-organizing incremental neural network (M-SOINN) is proposed to first predict the output power and subsequently detect the occurrence of power fluctuation events in a photovoltaic microgrid system. The M-SOINN uses clustering technique to form the data map, identifies the most similar patterns to predict the phot ...