Frontiers in Energy Research

Original Research

Published on 05 Jan 2024

Complex terrains and wind power: enhancing forecasting accuracy through CNNs and DeepSHAP analysis

in Wind Energy

Theodoros Konstantinou
Nikos Hatziargyriou

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1328899

1,875 views

Original Research

Published on 03 Jan 2024

Probabilistic prediction of wind power based on improved Bayesian neural network

in Wind Energy

Zhiguang Deng
Xu Zhang
Zhengming Li
Jinghua Yang
Xin Lv
Qian Wu
Biwei Zhu

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1309778

1,383 views
1 citation

Original Research

Published on 29 Dec 2023

Incremental feedforward collective pitch control method for wind turbines

in Wind Energy

Qinwei Wang
Zeli Du
Wenting Chen
Jiarui Zhang
Yonggang Lin
Hongwei Liu

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1326248

1,078 views

Original Research

Published on 21 Dec 2023

Polynomial surface-fitting evaluation of new energy maximum power generation capacity based on random forest association analysis and support vector regression

in Wind Energy

Yuzhuo Hu
Hui Li
Yuan Zeng
Qichao Chen
Haosen Cao
Wei Chen

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1323559

1,054 views
1 citation

Original Research

Published on 21 Dec 2023

Krill herd technique for dynamic economic dispatch problems with the integration of wind power generation

in Wind Energy

Harish Pulluri
Gouthamkumar Nadakuditi
B. Vedik
B. Srikanth Goud
Ch. Rami Reddy
Hossam Kotb
Kareem M. AboRas
Ahmed Emara

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1339020

1,074 views

Original Research

Published on 13 Dec 2023

Fault detection of a wind turbine generator bearing using interpretable machine learning

in Wind Energy

Oliver Trygve Bindingsbø
Maneesh Singh
Knut Øvsthus
Arvind Keprate

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1284676

5,571 views
3 citations

Original Research

Published on 11 Dec 2023

Optimal management strategies of renewable energy systems with hyperexponential service provisioning: an economic investigation

in Wind Energy

Shreekant Varshney
Chandra Shekhar
A. V. Dhanunjaya Reddy
K. S. Pritam
M. V. V. Prasad Kantipudi
Hossam Kotb
Kareem AboRas
Mohammed Alqarni

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1329899

1,361 views
4 citations

Original Research

Published on 30 Nov 2023

Wind power output prediction: a comparative study of extreme learning machine

in Wind Energy

Zheng-Chuang Wang
Jin-Cai Niu

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1267275

1,052 views
3 citations

Correction

Published on 28 Nov 2023

Corrigendum: Wind energy-harvesting technologies and recent research progresses in wind farm control models

in Wind Energy

Belachew Desalegn
Desta Gebeyehu
Bimrew Tamrat
Tassew Tadiwose

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1340412

649 views
7 citations

Original Research

Published on 27 Nov 2023

Robust model predictive control of wind turbines based on Bayesian parameter self-optimization

in Wind Energy

Minan Tang
Wenjuan Wang
Yaguang Yan
Yaqi Zhang
Bo An

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1306167

1,675 views
1 citation

Brief Research Report

Published on 24 Nov 2023

Interval model of a wind turbine power curve

in Wind Energy

Kai Zhou
Hao Han
Junfen Li
Yongjie Wang
Wei Tang
Fei Han
Yulei Li
Ruyu Bi
Haitao Zhao
Lingxiao Jiao

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1305612

1,144 views
1 citation

Original Research

Published on 21 Nov 2023

A short-term hybrid wind speed prediction model based on decomposition and improved optimization algorithm

in Wind Energy

Lu Wang
Yilan Liao

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1298088

1,192 views
9 citations

Original Research

Published on 15 Nov 2023

Robust finite-time integral terminal sliding mode control design for maximum power extraction of PMSG-based standalone wind energy system

in Wind Energy

Lyu-Guang Hua
Ammar Ali
Safeer Ullah
Ghulam Hafeez
Monji Mohamed Zaidi
Liu Jun Jun

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1293267

1,355 views
3 citations

Methods

Published on 09 Nov 2023

Comprehensive layout optimization of the transmission system in a deepwater wind farm cluster

in Wind Energy

Chang Xu
Zhixiong Jiao
Xingxing Han
Yuwei Huang
Jincheng Wang
Hu Zhang
Wen Zhong Shen

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1268291

1,362 views
4 citations

Original Research

Published on 08 Nov 2023

Flow visualization by means of 3D thermography on yawing wind turbines

in Wind Energy

Andreas Fischer
Ann-Marie Parrey
Nicholas Balaresque
Axel von Freyberg

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1240183

2,398 views

Original Research

Published on 02 Nov 2023

Short-term wind power prediction based on anomalous data cleaning and optimized LSTM network

in Wind Energy

Wu Xu
Zhifang Shen
Xinhao Fan
Yang Liu

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1268494

1,318 views
6 citations