Evaluating neural network and linear regression photovoltaic power forecasting models based on different input methods

Photovoltaic penetration in isolated thermoelectric power plants in Brazil: Power regulation and specific consumption aspects

(2021) Renato Luz Cavalcante et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A holistic review on energy forecasting using big data and deep learning models

(2021) Jayanthi Devaraj et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Multi-channel convolutional neural network for integration of meteorological and geographical features in solar power forecasting

(2021) Jae Heo et al.   APPLIED ENERGY

Day-ahead hourly photovoltaic power forecasting using attention-based CNN-LSTM neural network embedded with multiple relevant and target variables prediction pattern

(2021) Jiaqi Qu et al.   ENERGY

Advanced Methods for Photovoltaic Output Power Forecasting: A Review

(2020) Adel Mellit et al.   Applied Sciences-Basel

Load forecasting based on grasshopper optimization and a multilayer feed-forward neural network using regressive approach

(2020) M. Talaat et al.   ENERGY

A day-ahead PV power forecasting method based on LSTM-RNN model and time correlation modification under partial daily pattern prediction framework

(2020) Fei Wang et al.   ENERGY CONVERSION AND MANAGEMENT

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

Solar irradiance measurement instrumentation and power solar generation forecasting based on Artificial Neural Networks (ANN): A review of five years research trend

(2020) Abdul Rahim Pazikadin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Taxonomy research of artificial intelligence for deterministic solar power forecasting

(2020) Huaizhi Wang et al.   ENERGY CONVERSION AND MANAGEMENT

A review on modeling of solar photovoltaic systems using artificial neural networks, fuzzy logic, genetic algorithm and hybrid models

(2020) Kunal Sandip Garud et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Some Applications of ANN to Solar Radiation Estimation and Forecasting for Energy Applications

(2019) Gilles Notton et al.   Applied Sciences-Basel

Economic Analysis of Grid-Connected PV System Regulations: A Hungarian Case Study

(2019) Henrik Zsiborács et al.   Electronics

Modeling of solar energy systems using artificial neural network: A comprehensive review

(2019) Ammar H. Elsheikh et al.   SOLAR ENERGY

Day-Ahead Photovoltaic Forecasting: A Comparison of the Most Effective Techniques

(2019) Alfredo Nespoli et al.   Energies

Day-ahead spatiotemporal solar irradiation forecasting using frequency-based hybrid principal component analysis and neural network

(2019) Hai Lan et al.   APPLIED ENERGY

An ANFIS-Based Modeling Comparison Study for Photovoltaic Power at Different Geographical Places in Mexico

(2019) Nun Pitalúa-Díaz et al.   Energies

A review of deep learning for renewable energy forecasting

(2019) Huaizhi Wang et al.   ENERGY CONVERSION AND MANAGEMENT

A review of energy storage types, applications and recent developments

(2019) S. Koohi-Fayegh et al.   Journal of Energy Storage

Time series forecasting of solar power generation for large-scale photovoltaic plants

(2019) Hussein Sharadga et al.   RENEWABLE ENERGY

Chaotic fractal walk trainer for sonar data set classification using multi-layer perceptron neural network and its hardware implementation

(2018) M. Khishe et al.   APPLIED ACOUSTICS

Solar photovoltaic generation forecasting methods: A review

(2018) Sobrina Sobri et al.   ENERGY CONVERSION AND MANAGEMENT

Forecasting of photovoltaic power generation and model optimization: A review

(2018) Utpal Kumar Das et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Application of ANN technique to predict the performance of solar collector systems - A review

(2018) Harish Kumar Ghritlahre et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Predicting solar energy generation through artificial neural networks using weather forecasts for microgrid control

(2018) Fermín Rodríguez et al.   RENEWABLE ENERGY

Multi-step forecasting for big data time series based on ensemble learning

(2018) A. Galicia et al.   KNOWLEDGE-BASED SYSTEMS

Generative adversarial networks and convolutional neural networks based weather classification model for day ahead short-term photovoltaic power forecasting

(2018) Fei Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Electricity price forecasting in the short term hybridising fundamental and econometric modelling

(2018) Rodrigo A. de Marcos et al.   ELECTRIC POWER SYSTEMS RESEARCH

Predictive Models for Photovoltaic Electricity Production in Hot Weather Conditions

(2017) Jabar Yousif et al.   Energies

Analysis and validation of 24 hours ahead neural network forecasting of photovoltaic output power

(2017) S. Leva et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Forecasting long-term global solar radiation with an ANN algorithm coupled with satellite-derived (MODIS) land surface temperature (LST) for regional locations in Queensland

(2017) Ravinesh C. Deo et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Neural network classifier optimization using Differential Evolution with Global Information and Back Propagation algorithm for clinical datasets

(2016) N. Leema et al.   APPLIED SOFT COMPUTING

Identifying statistical properties of solar radiation models by using information criteria

(2016) Laurent Linguet et al.   SOLAR ENERGY

On recent advances in PV output power forecast

(2016) Muhammad Qamar Raza et al.   SOLAR ENERGY

Review of photovoltaic power forecasting

(2016) J. Antonanzas et al.   SOLAR ENERGY

A review on artificial intelligence based load demand forecasting techniques for smart grid and buildings

(2015) Muhammad Qamar Raza et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Short-term reforecasting of power output from a 48 MWe solar PV plant

(2015) Yinghao Chu et al.   SOLAR ENERGY

Solar energy prediction using linear and non-linear regularization models: A study on AMS (American Meteorological Society) 2013–14 Solar Energy Prediction Contest

(2014) S.K. Aggarwal et al.   ENERGY

A methodology based on dynamic artificial neural network for short-term forecasting of the power output of a PV generator

(2014) F. Almonacid et al.   ENERGY CONVERSION AND MANAGEMENT

Photovoltaic power forecasting using statistical methods: impact of weather data

(2014) Maria Grazia De Giorgi et al.   IET Science Measurement & Technology

Hybrid Predictive Models for Accurate Forecasting in PV Systems

(2013) Emanuele Ogliari et al.   Energies

Solar power generation by PV (photovoltaic) technology: A review

(2013) G.K. Singh   ENERGY

Solar forecasting methods for renewable energy integration

(2013) Rich H. Inman et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Enhancing solar cell efficiency: the search for luminescent materials as spectral converters

(2012) Xiaoyong Huang et al.   CHEMICAL SOCIETY REVIEWS

A review of solar energy modeling techniques

(2012) Tamer Khatib et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Solar Power Prediction Using Interval Type-2 TSK Modeling

(2012) Saeed Jafarzadeh et al.   IEEE Transactions on Sustainable Energy

Online 24-h solar power forecasting based on weather type classification using artificial neural network

(2011) Changsong Chen et al.   SOLAR ENERGY

Experimental study of electricity generation by Solar PV/diesel hybrid systems without battery storage for off-grid areas

(2010) D. Yamegueu et al.   RENEWABLE ENERGY

Estimating operating cell temperature of BIPV modules in Thailand

(2009) Piyatida Trinuruk et al.   RENEWABLE ENERGY

Online short-term solar power forecasting

(2009) Peder Bacher et al.   SOLAR ENERGY