A combined model based on seasonal autoregressive integrated moving average and modified particle swarm optimization algorithm for electrical load forecasting

A combined model based on data pre-analysis and weight coefficients optimization for electrical load forecasting

(2015) Liye Xiao et al.   ENERGY

Improving photovoltaics grid integration through short time forecasting and self-consumption

(2014) D. Masa-Bote et al.   APPLIED ENERGY

Probabilistic demand forecasting to minimize overtaking the transmission contract

(2014) M. Sperandio et al.   ELECTRIC POWER SYSTEMS RESEARCH

A new hybrid Modified Firefly Algorithm and Support Vector Regression model for accurate Short Term Load Forecasting

(2014) Abdollah Kavousi-Fard et al.   EXPERT SYSTEMS WITH APPLICATIONS

Generation of synthetic benchmark electrical load profiles using publicly available load and weather data

(2014) Gobind G. Pillai et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Hybrid approaches based on SARIMA and artificial neural networks for inspection time series forecasting

(2014) J.J. Ruiz-Aguilar et al.   TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW

Hybrid PSO–SVM method for short-term load forecasting during periods with significant temperature variations in city of Burbank

(2013) A. Selakov et al.   APPLIED SOFT COMPUTING

Electricity demand forecasting over Italy: Potential benefits using numerical weather prediction models

(2013) Matteo De Felice et al.   ELECTRIC POWER SYSTEMS RESEARCH

Short-term electric load and temperature forecasting using wavelet echo state networks with neural reconstruction

(2013) Ali Deihimi et al.   ENERGY

A hybrid economic indices based short-term load forecasting system

(2013) Cheng-Ting Lin et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A hybrid model (SARIMA–SVM) for short-term power forecasting of a small-scale grid-connected photovoltaic plant

(2013) M. Bouzerdoum et al.   SOLAR ENERGY

Forecasting for demand response in smart grids: An analysis on use of anthropologic and structural data and short term multiple loads forecasting

(2012) Fahad Javed et al.   APPLIED 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

Cyclic electric load forecasting by seasonal SVR with chaotic genetic algorithm

(2012) Wei-Chiang Hong et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A hybrid annual power load forecasting model based on generalized regression neural network with fruit fly optimization algorithm

(2012) Hong-ze Li et al.   KNOWLEDGE-BASED SYSTEMS

An efficient approach for electric load forecasting using distributed ART (adaptive resonance theory) & HS-ARTMAP (Hyper-spherical ARTMAP network) neural network

(2010) Yuan Cai et al.   ENERGY

Short-term Maharashtra state electrical power load prediction with special emphasis on seasonal changes using a novel focused time lagged recurrent neural network based on time delay neural network model

(2010) S.M. Kelo et al.   EXPERT SYSTEMS WITH APPLICATIONS