Short-term electricity load and price forecasting by a new optimal LSTM-NN based prediction algorithm

Optimal load dispatch of community microgrid with deep learning based solar power and load forecasting

(2019) Lulu Wen et al.   ENERGY

Enhanced ensemble structures using wavelet neural networks applied to short-term load forecasting

(2019) Gabriel Trierweiler Ribeiro et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Smart grid load forecasting using online support vector regression

(2018) Petra Vrablecová et al.   COMPUTERS & ELECTRICAL ENGINEERING

A deep learning model for short-term power load and probability density forecasting

(2018) Zhifeng Guo et al.   ENERGY

Thermal load forecasting in district heating networks using deep learning and advanced feature selection methods

(2018) Gowri Suryanarayana et al.   ENERGY

Wind speed forecasting method based on deep learning strategy using empirical wavelet transform, long short term memory neural network and Elman neural network

(2018) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Probabilistic Load Forecasting using an Improved Wavelet Neural Network Trained by Generalized Extreme Learning Machine

(2018) Mehdi Rafiei et al.   IEEE Transactions on Smart Grid

Hybrid model using three-stage algorithm for simultaneous load and price forecasting

(2018) Mehrdad Setayesh Nazar et al.   ELECTRIC POWER SYSTEMS RESEARCH

Nonlinear autoregressive and random forest approaches to forecasting electricity load for utility energy management systems

(2018) Tanveer Ahmad et al.   Sustainable Cities and Society

An intelligent hybrid short-term load forecasting model for smart power grids

(2017) Muhammad Qamar Raza et al.   Sustainable Cities and Society

A new short-term load forecast method based on neuro-evolutionary algorithm and chaotic feature selection

(2014) Sajjad Kouhi et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Application of SOM neural networks to short-term load forecasting: The Spanish electricity market case study

(2012) M. López et al.   ELECTRIC POWER SYSTEMS RESEARCH

A new prediction strategy for price spike forecasting of day-ahead electricity markets

(2011) Nima Amjady et al.   APPLIED SOFT COMPUTING

Short-term load forecasting of power systems by combination of wavelet transform and neuro-evolutionary algorithm

(2008) N AMJADY et al.   ENERGY

Day-ahead price forecasting of electricity markets by a hybrid intelligent system

(2008) Nima Amjady et al.   EUROPEAN TRANSACTIONS ON ELECTRICAL POWER

Day ahead price forecasting of electricity markets by a mixed data model and hybrid forecast method

(2008) Nima Amjady et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Sensitivity analysis of neural network parameters to improve the performance of electricity price forecasting

(2008) Paras Mandal et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH