Short-term wind speed forecasting based on long short-term memory and improved BP neural network

A composite framework coupling multiple feature selection, compound prediction models and novel hybrid swarm optimizer-based synchronization optimization strategy for multi-step ahead short-term wind speed forecasting

(2020) Wenlong Fu et al.   ENERGY CONVERSION AND MANAGEMENT

The economic value of a centralized approach to distributed resource investment and operation

(2020) Juan Pablo Carvallo et al.   APPLIED ENERGY

Redefining Fuzzy Entropy with a General Framework

(2020) Manish Aggarwal   EXPERT SYSTEMS WITH APPLICATIONS

Fractional frequency hybrid model based on EEMD for financial time series forecasting

(2020) Shuqi Li et al.   Communications in Nonlinear Science and Numerical Simulation

Short-term wind speed prediction using time varying filter-based empirical mode decomposition and group method of data handling-based hybrid model

(2020) Yan Jiang et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term wind speed forecasting based on the Jaya-SVM model

(2020) Mingshuai Liu et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Optimizing wind/solar combinations at finer scales to mitigate renewable energy variability in China

(2020) Laibao Liu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Short-term wind speed predicting framework based on EEMD-GA-LSTM method under large scaled wind history

(2020) Yaoran Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Assessing the wind energy potential of China in considering its variability/intermittency

(2020) Yang Gao et al.   ENERGY CONVERSION AND MANAGEMENT

Two-dimensional time series sample entropy algorithm: Applications to rotor axis orbit feature identification

(2020) Wu Huachun et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Epilepsy prediction through optimized multidimensional sample entropy and Bi-LSTM

(2020) Qizhong Zhang et al.   Biomedical Signal Processing and Control

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

(2020) Gholamreza Memarzadeh et al.   ELECTRIC POWER SYSTEMS RESEARCH

A Markov model for short term wind speed prediction by integrating the wind acceleration information

(2020) Wenzhe Li et al.   RENEWABLE ENERGY

A hybrid neural network model for short-term wind speed forecasting based on decomposition, multi-learner ensemble, and adaptive multiple error corrections

(2020) Hui Liu et al.   RENEWABLE ENERGY

Identification of wave impacts and separation of responses using EMD

(2020) Ali Alsalah et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Repeated wavelet transform based ARIMA model for very short-term wind speed forecasting

(2019) Aasim et al.   RENEWABLE ENERGY

Automatic Detection of Epileptic Seizure Based on Approximate Entropy, Recurrence Quantification Analysis and Convolutional Neural Networks

(2019) Xiaozeng Gao et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

An efficient Nataf transformation based probabilistic power flow for high-dimensional correlated uncertainty sources in operation

(2019) Xingyu Lin et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Short-term wind power forecasting based on support vector machine with improved dragonfly algorithm

(2019) Ling-Ling Li et al.   JOURNAL OF CLEANER PRODUCTION

Short-term wind speed prediction model based on GA-ANN improved by VMD

(2019) Yagang Zhang et al.   RENEWABLE ENERGY

Smart wind speed deep learning based multi-step forecasting model using singular spectrum analysis, convolutional Gated Recurrent Unit network and Support Vector Regression

(2019) Hui Liu et al.   RENEWABLE ENERGY

One-day-ahead probabilistic wind speed forecast based on optimized numerical weather prediction data

(2018) Xinyu Zhao et al.   ENERGY CONVERSION AND MANAGEMENT

Analysis of differencing and decomposition preprocessing methods for wind speed prediction

(2018) Neeraj Bokde et al.   APPLIED SOFT COMPUTING

A comparative study of EMD and EEMD approaches for identifying chatter frequency in CNC turning

(2018) Y. Shrivastava et al.   EUROPEAN JOURNAL OF MECHANICS A-SOLIDS

Ultra-short-term forecast of wind speed and wind power based on morphological high frequency filter and double similarity search algorithm

(2018) D.Y. Hong et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

High impedance fault detection method based on improved complete ensemble empirical mode decomposition for DC distribution network

(2018) Xiaowei Wang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A combined model based on CEEMDAN and modified flower pollination algorithm for wind speed forecasting

(2017) Wenyu Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

An improved Wavelet Transform using Singular Spectrum Analysis for wind speed forecasting based on Elman Neural Network

(2017) Chuanjin Yu et al.   ENERGY CONVERSION AND MANAGEMENT

Comparative study on three new hybrid models using Elman Neural Network and Empirical Mode Decomposition based technologies improved by Singular Spectrum Analysis for hour-ahead wind speed forecasting

(2017) Chuanjin Yu et al.   ENERGY CONVERSION AND MANAGEMENT

Incorporating Wind Energy in Power System Restoration Planning

(2017) Amir Golshani et al.   IEEE Transactions on Smart Grid

Permutation and weighted-permutation entropy analysis for the complexity of nonlinear time series

(2016) Jianan Xia et al.   Communications in Nonlinear Science and Numerical Simulation

Lithium-ion batteries remaining useful life prediction based on a mixture of empirical mode decomposition and ARIMA model

(2016) Yapeng Zhou et al.   MICROELECTRONICS RELIABILITY

Improved week-ahead predictions of wind speed using simple linear models with wavelet decomposition

(2016) Dennis C. Kiplangat et al.   RENEWABLE ENERGY

Wind speed forecasting based on the hybrid ensemble empirical mode decomposition and GA-BP neural network method

(2016) Shouxiang Wang et al.   RENEWABLE ENERGY

Forecasting models for wind speed using wavelet, wavelet packet, time series and Artificial Neural Networks

(2013) Hui Liu et al.   APPLIED ENERGY

An experimental investigation of two Wavelet-MLP hybrid frameworks for wind speed prediction using GA and PSO optimization

(2013) Hui Liu et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A corrected hybrid approach for wind speed prediction in Hexi Corridor of China

(2011) Zhenhai Guo et al.   ENERGY

Fine tuning support vector machines for short-term wind speed forecasting

(2011) Junyi Zhou et al.   ENERGY CONVERSION AND MANAGEMENT

A case study on a hybrid wind speed forecasting method using BP neural network

(2011) Zhen-hai Guo et al.   KNOWLEDGE-BASED SYSTEMS

ARMA based approaches for forecasting the tuple of wind speed and direction

(2010) Ergin Erdem et al.   APPLIED ENERGY