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You searched for: Author "Isa, Dino" Remove constraint Author: "Isa, Dino" Journal Journal of cleaner production Remove constraint Journal: Journal of cleaner production Text Availability Citation in PubAg Remove constraint Text Availability: Citation in PubAg
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1. An intelligent real-time power management system with active learning prediction engine for PV grid-tied systems

Author:
Isa, Dino,   et al.   ; Kow, Ken Weng; Wong, Yee Wan; Rajkumar, Rajprasad;     Show all 4 Authors
Source:
Journal of cleaner production 2018 v.205 pp. 252-265
ISSN:
0959-6526
Subject:
algorithms; batteries; energy; neural networks; prediction; solar collectors; time series analysis
Abstract:
... 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 ...
DOI:
10.1016/j.jclepro.2018.09.084