A Novel Forecasting Model for Solar Power Generation by a Deep Learning Framework With Data Preprocessing and Postprocessing

Statistical learning for NWP post-processing: A benchmark for solar irradiance forecasting

(2022) Hadrien Verbois et al.   SOLAR ENERGY

A multi-step ahead photovoltaic power prediction model based on similar day, enhanced colliding bodies optimization, variational mode decomposition, and deep extreme learning machine

(2021) Qing Li et al.   ENERGY

A review and evaluation of the state-of-the-art in PV solar power forecasting: Techniques and optimization

(2020) R. Ahmed et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

New Feature Extraction Method for Photovoltaic Array Output Time Series and Its Application in Fault Diagnosis

(2020) Honglu Zhu et al.   IEEE Journal of Photovoltaics

A Seasonal Model Using Optimized Multi-Layer Neural Networks to Forecast Power Output of PV Plants

(2018) Yang Hu et al.   Energies

Electricity Price Forecasting Using Recurrent Neural Networks

(2018) Umut Ugurlu et al.   Energies

Hourly day-ahead solar irradiance prediction using weather forecasts by LSTM

(2018) Xiangyun Qing et al.   ENERGY

Technological progress and industrial performance: A case study of solar photovoltaic industry

(2018) Zhao Xin-gang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Review on probabilistic forecasting of photovoltaic power production and electricity consumption

(2018) D.W. van der Meer et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Gated Recurrent Unit Network-Based Short-Term Photovoltaic Forecasting

(2018) Yusen Wang et al.   Energies

An Improved Forecasting Method for Photovoltaic Power Based on Adaptive BP Neural Network with a Scrolling Time Window

(2017) Honglu Zhu et al.   Energies

Forecasting of Chinese Primary Energy Consumption in 2021 with GRU Artificial Neural Network

(2017) Bingchun Liu et al.   Energies

Accurate photovoltaic power forecasting models using deep LSTM-RNN

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

Building electrical energy consumption forecasting analysis using conventional and artificial intelligence methods: A review

(2017) Mohammad Azhar Mat Daut et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Solar Power Prediction Based on Satellite Images and Support Vector Machine

(2016) Han Seung Jang et al.   IEEE Transactions on Sustainable Energy

One-day-ahead hourly forecasting for photovoltaic power generation using an intelligent method with weather-based forecasting models

(2015) Chao-Ming Huang et al.   IET Generation Transmission & Distribution

Analysis of daily solar power prediction with data-driven approaches

(2014) Huan Long et al.   APPLIED ENERGY

Model of Photovoltaic Power Plants for Performance Analysis and Production Forecast

(2013) Federico Bizzarri et al.   IEEE Transactions on Sustainable Energy

Integrating Solar Generation on the Electric Distribution Grid

(2012) S. J. Steffel et al.   IEEE Transactions on Smart Grid

Development of a Markov-Chain-Based Energy Storage Model for Power Supply Availability Assessment of Photovoltaic Generation Plants

(2012) Junseok Song et al.   IEEE Transactions on Sustainable Energy

Solar and photovoltaic forecasting through post-processing of the Global Environmental Multiscale numerical weather prediction model

(2011) Sophie Pelland et al.   PROGRESS IN PHOTOVOLTAICS

Short–mid-term solar power prediction by using artificial neural networks

(2011) Ercan İzgi et al.   SOLAR ENERGY

Irradiance Forecasting for the Power Prediction of Grid-Connected Photovoltaic Systems

(2009) Elke Lorenz et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing