Short-Term Forecasting of Electricity Supply and Demand by Using the Wavelet-PSO-NNs-SO Technique for Searching in Big Data of Iran's Electricity Market
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Mohammad Sadegh Ghazizadeh | Farzad Movahedi Sobhani | Mesbaholdin Salami | M. Ghazizadeh | F. Sobhani | Mesbaholdin Salami
[1] L. Mili,et al. Electric Load Forecasting Based on Statistical Robust Methods , 2011, IEEE Transactions on Power Systems.
[2] Joao P. S. Catalao,et al. Hybrid wavelet-PSO-ANFIS approach for short-term wind power forecasting in Portugal , 2011 .
[3] Jianzhong Wu,et al. Short-term wind power forecasting using wavelet-based neural network , 2017 .
[4] Danladi Ali,et al. Long-term load forecast modelling using a fuzzy logic approach , 2016 .
[5] Toly Chen,et al. Long-term load forecasting by a collaborative fuzzy-neural approach , 2012 .
[6] T. Yalcinoz,et al. Short term and medium term power distribution load forecasting by neural networks , 2005 .
[7] Duong Quoc Hung,et al. An intelligent hybrid short-term load forecasting model for smart power grids , 2017 .
[8] Priyanka Singh,et al. Integration of new evolutionary approach with artificial neural network for solving short term load forecast problem , 2018 .
[9] Huijuan Zhao,et al. Application of Improved Grey Model in Long-term Load Forecasting of Power Engineering , 2012 .
[10] M. A. Zakariya,et al. Neural network based STLF model to study the seasonal impact of weather and exogenous variables , 2013 .
[11] Julián Moral-Carcedo,et al. Integrating long-term economic scenarios into peak load forecasting: An application to Spain , 2017 .
[12] Toly Chen. A collaborative fuzzy-neural approach for long-term load forecasting in Taiwan , 2012, Comput. Ind. Eng..
[13] Nazih M. Abu-Shikhah,et al. Medium-term electric load forecasting using singular value decomposition , 2011 .
[14] Jianzhou Wang,et al. A hybrid system for short-term wind speed forecasting , 2018, Applied Energy.
[15] Chao-Ming Huang,et al. Analysis of an adaptive time-series autoregressive moving-average (ARMA) model for short-term load forecasting , 1995 .
[16] Hamidreza Zareipour,et al. Forecasting aggregated wind power production of multiple wind farms using hybrid wavelet‐PSO‐NNs , 2014 .
[17] Mi Zhang,et al. A hybrid application of soft computing methods with wavelet SVM and neural network to electric power load forecasting , 2018 .
[18] Yongli Wang,et al. Short-term power load forecasting based on IVL-BP neural network technology , 2012 .
[19] Hyojoo Son,et al. Short-term forecasting of electricity demand for the residential sector using weather and social variables , 2017 .
[20] Sumedha Rajakaruna,et al. Very short-term photovoltaic power forecasting with cloud modeling: A review , 2017 .
[21] Mourad Mordjaoui,et al. Electric load forecasting by using dynamic neural network , 2017 .
[22] Oyebade K. Oyedotun,et al. Short term load forecasting using particle swarm optimization neural network , 2017 .
[23] Tanveer Ahmad,et al. Short and medium-term forecasting of cooling and heating load demand in building environment with data-mining based approaches , 2018 .
[24] Wei Zhong,et al. Short-term Electric Load Forecasting Based on Wavelet Neural Network, Particle Swarm Optimization and Ensemble Empirical Mode Decomposition , 2017 .
[25] Alagan Anpalagan,et al. Improved short-term load forecasting using bagged neural networks , 2015 .
[26] Grzegorz Dudek,et al. Neural networks for pattern-based short-term load forecasting: A comparative study , 2016, Neurocomputing.
[27] Alagan Anpalagan,et al. Boosted neural networks for improved short-term electric load forecasting , 2017 .
[28] Matteo De Felice,et al. Seasonal climate forecasts for medium-term electricity demand forecasting , 2015 .
[29] Marie Bessec,et al. Short-run electricity load forecasting with combinations of stationary wavelet transforms , 2018, Eur. J. Oper. Res..
[30] W. R. Christiaanse. Short-Term Load Forecasting Using General Exponential Smoothing , 1971 .
[31] H Zareipour,et al. Wind Power Prediction by a New Forecast Engine Composed of Modified Hybrid Neural Network and Enhanced Particle Swarm Optimization , 2011, IEEE Transactions on Sustainable Energy.
[32] Yang Yang,et al. Short-term forecasting of daily reference evapotranspiration using the Penman-Monteith model and public weather forecasts , 2016 .
[33] Rasoul Irani,et al. Evolving neural network using real coded genetic algorithm for permeability estimation of the reservoir , 2011, Expert Syst. Appl..
[34] Irena Koprinska,et al. Forecasting electricity load with advanced wavelet neural networks , 2016, Neurocomputing.
[35] Jaime Lloret,et al. Artificial neural networks for short-term load forecasting in microgrids environment , 2014 .
[36] Francisco Sandoval Hernández,et al. Short-Term Peak Load Forecasting: Statistical Methods Versus Artificial Neural Networks , 1997, IWANN.
[37] J. E. Payne,et al. Short term forecasting of electricity prices for MISO hubs: Evidence from ARIMA-EGARCH models , 2008 .
[38] Danladi Ali,et al. Application of fuzzy – Neuro to model weather parameter variability impacts on electrical load based on long-term forecasting , 2017 .
[39] Zhang Hong,et al. The Application of the Pso Based BP Network in Short-Term Load Forecasting , 2012 .
[40] Devendra K. Chaturvedi,et al. Short term load forecast using fuzzy logic and wavelet transform integrated generalized neural network , 2015 .
[41] James W. Taylor. An evaluation of methods for very short-term load forecasting using minute-by-minute British data , 2008 .
[42] Monjur Mourshed,et al. Forecasting methods in energy planning models , 2018 .
[43] Antonio Muñoz San Roque,et al. Probabilistic forecasting of hourly electricity prices in the medium-term using spatial interpolation techniques , 2016 .
[44] Ali Badri,et al. Application of Artificial Neural Networks and Fuzzy logic Methods for Short Term Load Forecasting , 2012 .
[45] Yu Jin,et al. A generalized dynamic fuzzy neural network based on singular spectrum analysis optimized by brain storm optimization for short-term wind speed forecasting , 2017, Appl. Soft Comput..
[46] Paresh Chandra Deka,et al. Prediction of Air Temperature by Hybridized Model (Wavelet-ANFIS) Using Wavelet Decomposed Data☆ , 2015 .
[47] Poh Soon Loh,et al. Data-driven short-term forecasting of solar irradiance profile , 2017 .
[48] Christophe Nicolle,et al. Understandable Big Data: A survey , 2015, Comput. Sci. Rev..
[49] Hao Ye,et al. Fuzzy Neural Very-Short-Term Load Forecasting Based on Chaotic Dynamics Reconstruction , 2005, ISNN.
[50] C.S. Ozveren,et al. Short term load forecasting using Multiple Linear Regression , 2007, 2007 42nd International Universities Power Engineering Conference.
[51] Ioannis P. Panapakidis,et al. Clustering based day-ahead and hour-ahead bus load forecasting models , 2016 .
[52] Song Li,et al. An ensemble approach for short-term load forecasting by extreme learning machine , 2016 .
[53] Shuhui Li,et al. Using neural networks to estimate wind turbine power generation , 2001 .
[54] Fuad E. Alsaadi,et al. A switching delayed PSO optimized extreme learning machine for short-term load forecasting , 2017, Neurocomputing.