Storage management optimization based on electrical consumption and production forecast in a photovoltaic system

Control and estimation techniques applied to smart microgrids: A review

(2023) Nsilulu T. Mbungu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Role of optimization techniques in microgrid energy management systems—A review

(2022) Gokul Sidarth Thirunavukkarasu et al.   Energy Strategy Reviews

A Smart Adaptive Switching Module Architecture Using Fuzzy Logic for an Efficient Integration of Renewable Energy Sources. A Case Study of a RES System Located in Hulubești, Romania

(2020) Simona-Vasilica Oprea et al.   Sustainability

A comparative analysis of gradient boosting algorithms

(2020) Candice Bentéjac et al.   ARTIFICIAL INTELLIGENCE REVIEW

Ultra-short-term forecasting for photovoltaic power plants and real-time key performance indicators analysis with big data solutions. Two case studies - PV Agigea and PV Giurgiu located in Romania

(2020) Simona-Vasilica Oprea et al.   COMPUTERS IN INDUSTRY

Neural network models and deep learning

(2019) Nikolaus Kriegeskorte et al.   CURRENT BIOLOGY

Application of extreme learning machine for short term output power forecasting of three grid-connected PV systems

(2017) Monowar Hossain et al.   JOURNAL OF CLEANER PRODUCTION

Accurate photovoltaic power forecasting models using deep LSTM-RNN

(2017) Mohamed Abdel-Nasser et al.   NEURAL COMPUTING & APPLICATIONS

A random forest guided tour

(2016) Gérard Biau et al.   TEST

A random forest guided tour

(2016) Gérard Biau et al.   TEST

Fuzzy logic based energy management strategy for commercial buildings integrating photovoltaic and storage systems

(2012) He Zhang et al.   ENERGY AND BUILDINGS

Methodologies for supervision of Hybrid Energy Sources based on Storage Systems – A survey

(2012) Benoît Robyns et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

A methodology to design a fuzzy logic based supervision of Hybrid Renewable Energy Systems

(2010) Vincent Courtecuisse et al.   MATHEMATICS AND COMPUTERS IN SIMULATION