reviewTop 1% cited
Forecasting of photovoltaic power generation and model optimization: A review
Renewable and Sustainable Energy Reviews · 2017 · Vol. 81 · pp. 912–928
Utpal Kumar Das(University of Malaya)Kok Soon Tey✉(University of Malaya)Mehdi Seyedmahmoudian(University of Malaya)Saad Mekhilef(University of Malaya)Moh Yamani Idna Idris(Deakin University)Willem Van Deventer(Deakin University)Ben Horan(Deakin University)Alex Stojcevski(Swinburne University of Technology)
Solar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization TechniquesPhotovoltaic systemRenewable energyElectricity generationReliability engineeringComputer scienceElectric power systemGrid-connected photovoltaic power systemGridEnvironmental economicsGrid parity
Funding
- Universiti Malaya
Citations
1,133
FWCI
42.58
field-weighted impact
References
138
Percentile
100%
vs. same field & year
Citations per year
Cited by
A day-ahead PV power forecasting method based on LSTM-RNN model and time correlation modification under partial daily pattern prediction framework
Energy Conversion and Management · 2020 · 607 citations
A review of deep learning for renewable energy forecasting
Energy Conversion and Management · 2019 · 1,078 citations
Advanced Methods for Photovoltaic Output Power Forecasting: A Review
Applied Sciences · 2020 · 314 citations
References
Online 24-h solar power forecasting based on weather type classification using artificial neural network
Solar Energy · 2011 · 603 citations
Assessment of forecasting techniques for solar power production with no exogenous inputs
Solar Energy · 2012 · 600 citations
Predicting solar radiation at high resolutions: A comparison of time series forecasts
Solar Energy · 2008 · 628 citations
A 24-h forecast of solar irradiance using artificial neural network: Application for performance prediction of a grid-connected PV plant at Trieste, Italy
Solar Energy · 2010 · 877 citations
Short-Term Solar Irradiance Forecasting Model Based on Artificial Neural Network Using Statistical Feature Parameters
Energies · 2012 · 311 citations
The sun’s total and spectral irradiance for solar energy applications and solar radiation models
Solar Energy · 2003 · 1,018 citations
Providing all global energy with wind, water, and solar power, Part I: Technologies, energy resources, quantities and areas of infrastructure, and materials
Energy Policy · 2010 · 1,536 citations
Practical selection of SVM parameters and noise estimation for SVM regression
Neural Networks · 2003 · 2,017 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.
