Virtual sensors for wind turbines with machine learning‐based time series models
Author:
Affiliation:
1. DTU Wind and Energy Systems Technical University of Denmark Roskilde Denmark
Publisher
Wiley
Subject
Renewable Energy, Sustainability and the Environment
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/we.2762
Reference33 articles.
1. Virtual Wind Speed Sensor for Wind Turbines
2. From wind to loads: wind turbine site-specific load estimation with surrogate models trained on high-fidelity load databases
3. Uncertainty propagation through an aeroelastic wind turbine model using polynomial surrogates
4. Surrogate models for parameterized representation of wake‐induced loads in wind farms
5. Parametric hierarchical kriging for multi-fidelity aero-servo-elastic simulators — Application to extreme loads on wind turbines
Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Virtual sensing via Gaussian Process for bending moment response prediction of an offshore wind turbine using SCADA data;Renewable Energy;2024-06
2. Data-driven forecasting of FOWT dynamics and load time series using lidar inflow measurements;Journal of Physics: Conference Series;2024-06-01
3. Wind Farm Control Optimisation Under Load Constraints Via Surrogate Modelling;Journal of Physics: Conference Series;2024-06-01
4. Data-driven time series forecasting of offshore wind turbine loads;Journal of Physics: Conference Series;2024-06-01
5. Prediction and Analysis of Transient Turbine Tip Clearance Using Long Short-Term Memory Neural Network;Journal of Engineering for Gas Turbines and Power;2024-05-13
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3