Application of hybrid model based on empirical mode decomposition, novel recurrent neural networks and the ARIMA to wind speed prediction

MD Liu, L Ding, YL Bai - Energy Conversion and Management, 2021 - Elsevier
Wind speed is the key factor of wind power generation. With the increase of the proportion of
wind power generation in total power generation, the accurate prediction of wind speeds …

A novel offshore wind farm typhoon wind speed prediction model based on PSO–Bi-LSTM improved by VMD

J Li, Z Song, X Wang, Y Wang, Y Jia - Energy, 2022 - Elsevier
Accurate typhoon wind speed prediction is significant because it enables wind farms to take
advantage of high wind speeds and to simultaneously protect wind turbines from damage …

Shunt active power filter: Current status of control techniques and its integration to renewable energy sources

R Kumar, HO Bansal - Sustainable Cities and Society, 2018 - Elsevier
The renewable energy sources (RESs) are a viable alternative to fulfill the ever-rising
energy demand. The present power distribution system contains nonlinear loads that bring …

A review of harmonic elimination techniques in grid connected doubly fed induction generator based wind energy system

A Mishra, PM Tripathi, K Chatterjee - Renewable and Sustainable Energy …, 2018 - Elsevier
Wind energy is one of the developed forms of renewable energy which has seen a rapid
increase in its demand by the utilities. The Doubly Fed Induction Generator (DFIG) based …

Short-term wind speed prediction using an extreme learning machine model with error correction

L Wang, X Li, Y Bai - Energy Conversion and Management, 2018 - Elsevier
Wind speed forecasting is an important technology in the wind power field; however,
because of their chaotic nature, predicting wind speeds accurately is difficult. Aims at this …

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

X Zhao, J Liu, D Yu, J Chang - Energy Conversion and Management, 2018 - Elsevier
At present, wind forecast based on Numerical Weather Prediction is widely recognized and
applied for a safer and more sufficient usage of wind sources. However, because of the …

Promoted supercapacitor control scheme based on robust fractional-order super-twisting sliding mode control for dynamic voltage restorer to enhance FRT and PQ …

AD Falehi, H Torkaman - Journal of Energy Storage, 2021 - Elsevier
Aside from the importance of power quality issue, fault ride-through capability is also of
greater importance which must be required for doubly-fed induction generator to meet the …

Experimental enhancement of fuzzy fractional order PI+ I controller of grid connected variable speed wind energy conversion system

A Beddar, H Bouzekri, B Babes, H Afghoul - Energy Conversion and …, 2016 - Elsevier
In this paper, fuzzy fractional order PI+ I (FFOPI+ I) controller for grid connected Variable
Speed Wind Energy Conversion System (VS-WECS) is proposed. The FFOPI+ I controller is …

MPPT control in wind energy conversion systems and the application of fractional control (PIα) in pitch wind turbine

S Ghoudelbourk, D Dib, A Omeiri… - International Journal of …, 2016 - inderscienceonline.com
Wind power generation has grown at an alarming rate in the past decade and will continue
to do so as power electronic technology continues to advance. In this article, this study …

Experimental investigation of efficient and simple wind-turbine based on DFIG-direct power control using LCL-filter for stand-alone mode

F Amrane, B Francois, A Chaiba - ISA transactions, 2022 - Elsevier
This paper suggests an experimental implementation study of the Wind Energy Conversion
System (WECS) based on efficient Direct Power Control (DPC). Stand-alone mode for …