Frontiers in Energy Research

Original Research

Published on 09 Feb 2024

Wavelet decomposition and neural networks: a potent combination for short term wind speed and power forecasting

in Wind Energy

Adaiyibo E. Kio
Jin Xu
Natarajan Gautam
Yu Ding

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1277464

3,094 views
4 citations

Original Research

Published on 08 Feb 2024

Integrated energy system scheduling optimization considering vertical-axis wind turbines and thermal inertia in oilfield management areas

in Wind Energy

Xusheng Wang
Jian Cui
Bingpeng Ren
Yanfeng Liu
Yanfei Huang

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1340580

1,426 views
2 citations

Brief Research Report

Published on 25 Jan 2024

Meta-reservoir computing for learning a time series predictive model of wind power

in Wind Energy

Li Zhang
Han-Xiao Ai
Ya-Xin Li
Li-Xin Xiao
Cao Dong

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1321917

2,154 views

Original Research

Published on 25 Jan 2024

Forecasting model for short-term wind speed using robust local mean decomposition, deep neural networks, intelligent algorithm, and error correction

in Wind Energy

Jiawen Li
Minghao Liu
Lei Wen

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1336675

1,923 views

Original Research

Published on 23 Jan 2024

The energy management strategy of a loop microgrid with wind energy prediction and energy storage system day-ahead optimization

in Wind Energy

Bin Xu
Feng Zhang
Rui Bai
Hui Sun
Shichuan Ding

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1334588

2,603 views
1 citation

Original Research

Published on 19 Jan 2024

Yaw misalignment in powertrain degradation modeling for wind farm control in curtailed conditions

in Wind Energy

Farid Khazaeli Moghadam
Zhen Gao
Valentin Chabaud
Spyridon Chapaloglou

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1272967

1,969 views
1 citation

Original Research

Published on 10 Jan 2024

Large-eddy simulation of the effects of horizontal and vertical adjustments in a wind farm

in Wind Energy

Dandan Zhao
Jinyuan Xin
Xiaole Pan
Yongjing Ma
Xinbing Ren
Yunyan Jiang
Yining Ma
Chongshui Gong

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1333578

1,075 views

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

2,147 views
1 citation

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

1,709 views
5 citations

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

1,295 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

1,174 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

1,255 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

6,866 views
7 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

1,538 views
12 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

1,194 views
5 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

759 views
7 citations