A Hybrid Forecasting Method for Solar Output Power Based on Variational Mode Decomposition, Deep Belief Networks and Auto-Regressive Moving Average

A model-based design optimization strategy for ground source heat pump systems with integrated photovoltaic thermal collectors

(2018) Lei Xia et al.   APPLIED ENERGY

A hybrid model based on synchronous optimisation for multi-step short-term wind speed forecasting

(2018) Chaoshun Li et al.   APPLIED ENERGY

A PSO-ANFIS based Hybrid Approach for Short Term PV Power Prediction in Microgrids

(2018) Yordanos Kassa Semero et al.   ELECTRIC POWER COMPONENTS AND SYSTEMS

Daily Peak Load Forecasting Based on Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Support Vector Machine Optimized by Modified Grey Wolf Optimization Algorithm

(2018) Shuyu Dai et al.   Energies

Deep belief network based ensemble approach for cooling load forecasting of air-conditioning system

(2018) Guoyin Fu   ENERGY

Long term rolling prediction model for solar radiation combining empirical mode decomposition (EMD) and artificial neural network (ANN) techniques

(2018) Fang-Fang Li et al.   Journal of Renewable and Sustainable Energy

Complete ensemble local mean decomposition with adaptive noise and its application to fault diagnosis for rolling bearings

(2018) Lei Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Short-term photovoltaic solar power forecasting using a hybrid Wavelet-PSO-SVM model based on SCADA and Meteorological information

(2018) Abinet Tesfaye Eseye et al.   RENEWABLE ENERGY

Short term wind power forecasting using hybrid variational mode decomposition and multi-kernel regularized pseudo inverse neural network

(2018) Jyotirmayee Naik et al.   RENEWABLE ENERGY

A hierarchical classification method using belief functions

(2018) Daniel Alshamaa et al.   SIGNAL PROCESSING

Comparison of prediction methods of PV/T nanofluid and nano-PCM system using a measured dataset and artificial neural network

(2018) Ali H.A. Al-Waeli et al.   SOLAR ENERGY

Intra-hour direct normal irradiance forecasting through adaptive clear-sky modelling and cloud tracking

(2018) Viv Bone et al.   SOLAR ENERGY

Predicting Short-Term Electricity Demand by Combining the Advantages of ARMA and XGBoost in Fog Computing Environment

(2018) Chuanbin Li et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

A Short-Term Photovoltaic Power Prediction Model Based on the Gradient Boost Decision Tree

(2018) Jidong Wang et al.   Applied Sciences-Basel

Wavelet Decomposition and Convolutional LSTM Networks Based Improved Deep Learning Model for Solar Irradiance Forecasting

(2018) Fei Wang et al.   Applied Sciences-Basel

Two-Tier Reactive Power and Voltage Control Strategy Based on ARMA Renewable Power Forecasting Models

(2017) Jinling Lu et al.   Energies

Predictive Models for Photovoltaic Electricity Production in Hot Weather Conditions

(2017) Jabar Yousif et al.   Energies

A new chaotic time series hybrid prediction method of wind power based on EEMD-SE and full-parameters continued fraction

(2017) Cong Wang et al.   ENERGY

Mathematical morphology-based islanding detection for distributed generation

(2017) Musliyarakath Aneesa Farhan et al.   IET Generation Transmission & Distribution

Self-Tuning Robust Fuzzy Controller Design Based on Multi-Objective Particle Swarm Optimization Adaptation Mechanism

(2017) Edson B. M. Costa et al.   JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME

Human Arm Motion Tracking by Inertial/Magnetic Sensors Using Unscented Kalman Filter and Relative Motion Constraint

(2017) Arash Atrsaei et al.   JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

A multiple time series-based recurrent neural network for short-term load forecasting

(2017) Bing Zhang et al.   SOFT COMPUTING

Comparative Study on KNN and SVM Based Weather Classification Models for Day Ahead Short Term Solar PV Power Forecasting

(2017) Fei Wang et al.   Applied Sciences-Basel

Forecasting solar radiation using an optimized hybrid model by Cuckoo Search algorithm

(2015) Jianzhou Wang et al.   ENERGY

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Coupling satellite images with surface measurements of bright sunshine hours to estimate daily solar irradiation on horizontal surface

(2013) Selmin Ener Rusen et al.   RENEWABLE ENERGY

Short-term wind speed forecasting using wavelet transform and support vector machines optimized by genetic algorithm

(2013) Da Liu et al.   RENEWABLE ENERGY

Hybrid solar forecasting method uses satellite imaging and ground telemetry as inputs to ANNs

(2013) Ricardo Marquez et al.   SOLAR ENERGY

Determination Method of Insolation Prediction With Fuzzy and Applying Neural Network for Long-Term Ahead PV Power Output Correction

(2013) Atsushi Yona et al.   IEEE Transactions on Sustainable Energy

Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation

(2012) Cyril Voyant et al.   ENERGY

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Forecasting Power Output of Photovoltaic Systems Based on Weather Classification and Support Vector Machines

(2012) Jie Shi et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

A hybrid model for wind speed prediction using empirical mode decomposition and artificial neural networks

(2012) Hui Liu et al.   RENEWABLE ENERGY

Prediction of hourly solar radiation using a novel hybrid model of ARMA and TDNN

(2011) Wu Ji et al.   SOLAR ENERGY

Grid-connected photovoltaic power systems: Technical and potential problems—A review

(2009) Mohamed A. Eltawil et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS