4.7 Article

Solar radiation forecasting based on convolutional neural network and ensemble learning

Related references

Note: Only part of the references are listed.
Article Green & Sustainable Science & Technology

Sky image-based solar irradiance prediction methodologies using artificial neural networks

Jane Oktavia Kamadinata et al.

RENEWABLE ENERGY (2019)

Article Energy & Fuels

Missing value imputation for short to mid-term horizontal solar irradiance data

Haydar Demirhan et al.

APPLIED ENERGY (2018)

Article Automation & Control Systems

Evaluation of dimensionality reduction methods applied to numerical weather models for solar radiation forecasting

O. Garcia-Hinde et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2018)

Article Engineering, Electrical & Electronic

Hybrid method for short-term photovoltaic power forecasting based on deep convolutional neural network

Haixiang Zang et al.

IET GENERATION TRANSMISSION & DISTRIBUTION (2018)

Article Automation & Control Systems

A novel intelligent approach for state space evolving forecasting of seasonal time series

Selmo Eduardo Rodrigues Junior et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2017)

Article Computer Science, Information Systems

Comparing Variational and Empirical Mode Decomposition in Forecasting Day-Ahead Energy Prices

Salim Lahmiri

IEEE SYSTEMS JOURNAL (2017)

Article Computer Science, Information Systems

Multi-objective evolutionary optimization of prediction intervals for solar energy forecasting with neural networks

Ines M. Galvan et al.

INFORMATION SCIENCES (2017)

Article Energy & Fuels

Strong short-term non-linearity of solar irradiance fluctuations

Ata Madanchi et al.

SOLAR ENERGY (2017)

Article Computer Science, Information Systems

Peak Load Shifting in the Internet of Energy With Energy Trading Among End-Users

Chun-Cheng Lin et al.

IEEE ACCESS (2017)

Article Computer Science, Hardware & Architecture

ImageNet Classification with Deep Convolutional Neural Networks

Alex Krizhevsky et al.

COMMUNICATIONS OF THE ACM (2017)

Proceedings Paper Green & Sustainable Science & Technology

A novel integrated real-time simulation platform for assessing photovoltaic penetration impacts in smart grids

Lorenzo Bottaccioli et al.

8TH INTERNATIONAL CONFERENCE ON SUSTAINABILITY IN ENERGY AND BUILDINGS, SEB-16 (2017)

Review Green & Sustainable Science & Technology

Machine learning methods for solar radiation forecasting: A review

Cyril Voyant et al.

RENEWABLE ENERGY (2017)

Article Energy & Fuels

Deep learning based ensemble approach for probabilistic wind power forecasting

Huai-zhi Wang et al.

APPLIED ENERGY (2017)

Article Thermodynamics

Assessing the potential of random forest method for estimating solar radiation using air pollution index

Huaiwei Sun et al.

ENERGY CONVERSION AND MANAGEMENT (2016)

Article Green & Sustainable Science & Technology

Machine learning for solar irradiance forecasting of photovoltaic system

Jiaming Li et al.

RENEWABLE ENERGY (2016)

Article Automation & Control Systems

A Survey on Demand Response in Smart Grids: Mathematical Models and Approaches

Ruilong Deng et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2015)

Article Energy & Fuels

Photovoltaic and Solar Power Forecasting for Smart Grid Energy Management

Can Wan et al.

CSEE JOURNAL OF POWER AND ENERGY SYSTEMS (2015)

Article Engineering, Electrical & Electronic

Variational Mode Decomposition

Konstantin Dragomiretskiy et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2014)

Review Green & Sustainable Science & Technology

Demand response and smart grids-A survey

Pierluigi Siano

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2014)

Article Energy & Fuels

Stochastic prediction of hourly global solar radiation for Patra, Greece

S. Kaplanis et al.

APPLIED ENERGY (2010)

Article Energy & Fuels

Validation of the NSRDB-SUNY global horizontal irradiance in California

Anders Nottrott et al.

SOLAR ENERGY (2010)

Article Computer Science, Artificial Intelligence

Improvement of Auto-Regressive Integrated Moving Average models using Fuzzy logic and Artificial Neural Networks (ANNs)

Mehdi Khashei et al.

NEUROCOMPUTING (2009)

Article Automation & Control Systems

Application of the diagonal recurrent wavelet neural network to solar irradiation forecast assisted with fuzzy technique

Jiacong Cao et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2008)