Research and Application of a Novel Hybrid Model Based on Data Selection and Artificial Intelligence Algorithm for Short Term Load Forecasting

Research and application of a hybrid model based on multi-objective optimization for electrical load forecasting

(2016) Liye Xiao et al.   APPLIED ENERGY

A combined model based on multiple seasonal patterns and modified firefly algorithm for electrical load forecasting

(2016) Liye Xiao et al.   APPLIED ENERGY

An innovative integrated model using the singular spectrum analysis and nonlinear multi-layer perceptron network optimized by hybrid intelligent algorithm for short-term load forecasting

(2016) Mingfei Niu et al.   APPLIED MATHEMATICAL MODELLING

A hybrid forecasting approach applied in the electrical power system based on data preprocessing, optimization and artificial intelligence algorithms

(2016) Ping Jiang et al.   APPLIED MATHEMATICAL MODELLING

Comparative Study of Hybrid Models Based on a Series of Optimization Algorithms and Their Application in Energy System Forecasting

(2016) Xuejiao Ma et al.   Energies

Electric Load Forecasting Based on a Least Squares Support Vector Machine with Fuzzy Time Series and Global Harmony Search Algorithm

(2016) Yan Chen et al.   Energies

Application of Hybrid Quantum Tabu Search with Support Vector Regression (SVR) for Load Forecasting

(2016) Cheng-Wen Lee et al.   Energies

Research and Application of a Hybrid Forecasting Model Based on Data Decomposition for Electrical Load Forecasting

(2016) Yuqi Dong et al.   Energies

Hybridization of Chaotic Quantum Particle Swarm Optimization with SVR in Electric Demand Forecasting

(2016) Min-Liang Huang   Energies

A Hybrid Method Based on Singular Spectrum Analysis, Firefly Algorithm, and BP Neural Network for Short-Term Wind Speed Forecasting

(2016) Yuyang Gao et al.   Energies

An optimized grey model for annual power load forecasting

(2016) Huiru Zhao et al.   ENERGY

Comparison of strategies for multi-step ahead photovoltaic power forecasting models based on hybrid group method of data handling networks and least square support vector machine

(2016) M.G. De Giorgi et al.   ENERGY

Electric load forecasting by the SVR model with differential empirical mode decomposition and auto regression

(2016) Guo-Feng Fan et al.   NEUROCOMPUTING

Using GM (1,1) Optimized by MFO with Rolling Mechanism to Forecast the Electricity Consumption of Inner Mongolia

(2016) Huiru Zhao et al.   Applied Sciences-Basel

Forecasting holiday daily tourist flow based on seasonal support vector regression with adaptive genetic algorithm

(2015) Rong Chen et al.   APPLIED SOFT COMPUTING

Error analysis of hybrid photovoltaic power forecasting models: A case study of mediterranean climate

(2015) Maria Grazia De Giorgi et al.   ENERGY CONVERSION AND MANAGEMENT

Hybrid filter–wrapper feature selection for short-term load forecasting

(2015) Zhongyi Hu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A combination method for interval forecasting of agricultural commodity futures prices

(2015) Tao Xiong et al.   KNOWLEDGE-BASED SYSTEMS

Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm

(2015) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Power system operation risk analysis considering charging load self-management of plug-in hybrid electric vehicles

(2014) Zhe Liu et al.   APPLIED ENERGY

Hybrid Improved Differential Evolution and Wavelet Neural Network with load forecasting problem of air conditioning

(2014) Gwo-Ching Liao   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Multistep-Ahead Air Passengers Traffic Prediction with Hybrid ARIMA-SVMs Models

(2014) Wei Ming et al.   TheScientificWorldJOURNAL

Application of seasonal SVR with chaotic gravitational search algorithm in electricity forecasting

(2013) Fuh-Yuh Ju et al.   APPLIED MATHEMATICAL MODELLING

Application of a hybrid quantized Elman neural network in short-term load forecasting

(2013) Penghua Li et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Multiple-output support vector regression with a firefly algorithm for interval-valued stock price index forecasting

(2013) Tao Xiong et al.   KNOWLEDGE-BASED SYSTEMS

A hybrid forecasting approach applied to wind speed time series

(2013) Jianming Hu et al.   RENEWABLE ENERGY

Application of residual modification approach in seasonal ARIMA for electricity demand forecasting: A case study of China

(2012) Yuanyuan Wang et al.   ENERGY POLICY

A wavelet Elman neural network for short-term electrical load prediction under the influence of temperature

(2012) Sanjay Kelo et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Stochastic prediction of fatigue loading using real-time monitoring data

(2011) You Ling et al.   INTERNATIONAL JOURNAL OF FATIGUE

Wisdom of group forecasts: Does role-playing play a role?

(2011) Dilek Önkal et al.   OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE

Influence of the input layer signals of ANNs on wind power estimation for a target site: A case study

(2011) Sergio Velázquez et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Short-term load forecasting using lifting scheme and ARIMA models

(2010) Cheng-Ming Lee et al.   EXPERT SYSTEMS WITH APPLICATIONS

Electricity demand load forecasting of the Hellenic power system using an ARMA model

(2009) S.Sp. Pappas et al.   ELECTRIC POWER SYSTEMS RESEARCH

Electric load forecasting by support vector model

(2008) Wei-Chiang Hong   APPLIED MATHEMATICAL MODELLING