A real-time hybrid testing strategy for offshore wind turbines under wind–wave–earthquake loads using a frequency-decoupled wind load simulator

The expansion of offshore wind turbines into deep-sea environments necessitates rigorous testing under combined wind, wave, and earthquake loads. Real-Time Hybrid Testing(RTHT) offers an effective approach for evaluating these multi-hazard interactions. To address the Froude-Reynolds scaling conflict inherent in conventional physical modeling, this study proposes a novel Wind Load Simulator (WLS) system that decouples aerodynamic loading through a ​physical-frequency decoupling design: A Fluctuating Wind Load Simulator (FWLS) employing an electromagnetic shaker with improved three-variable control (ITVC) for high-frequency components, and An Average Wind Load Simulator (AWLS) utilizing a gravity-driven mass-pulley system for static loads. A dual-loop control with supplemental damping compensation to address broadband signal reproduction challenges and mitigate negative damping effects caused by high-frequency noise and actuator delays. A comprehensive evaluation of a 1/10-scale model under wind-only, wind-wave, and multi-hazard conditions demonstrates that the proposed Wind Load Simulator (WLS) achieves a force-tracking root mean square (RMSE) between 37.0% and 45.40% (0–20 Hz), with a first-mode relative error (RE) of 4.06% to 4.71%. These results substantiate the WLS's efficacy in reasonably replicating structural dynamic responses. The control framework also exhibits consistent stability and robustness across diverse scenarios, validating its suitability for RTHT in complex environments. • A novel Wind Load Simulator (WLS) that resolves Froude-Reynolds scaling conflicts for multi-hazard testing of offshore wind turbines. • Physical-Frequency decoupling design decoupling fluctuating and average wind loads via electromagnetic actuation and gravity-driven systems. • A dual loop force displacement control strategy with damping compensation, which has stability and force tracking accuracy in multi hazard simulations.

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Publication Details

Journal
Ocean Engineering
Published
2026-02-16
DOI
https://doi.org/10.1016/j.oceaneng.2026.124645
Primary Topic
Hydraulic and Pneumatic Systems
Type
article
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article

A real-time hybrid testing strategy for offshore wind turbines under wind–wave–earthquake loads using a frequency-decoupled wind load simulator

Lingfeng Xiao, Yingpeng Tian, Junfan Zuo, Tao Wang et al.
Ocean Engineering
Hydraulic and Pneumatic Systems
article

A real-time hybrid testing strategy for offshore wind turbines under wind–wave–earthquake loads using a frequency-decoupled wind load simulator

Lingfeng Xiao, Yingpeng Tian, Junfan Zuo, Tao Wang, Ying Xu
article en

Abstract

The expansion of offshore wind turbines into deep-sea environments necessitates rigorous testing under combined wind, wave, and earthquake loads. Real-Time Hybrid Testing(RTHT) offers an effective approach for evaluating these multi-hazard interactions. To address the Froude-Reynolds scaling conflict inherent in conventional physical modeling, this study proposes a novel Wind Load Simulator (WLS) system that decouples aerodynamic loading through a ​physical-frequency decoupling design: A Fluctuating Wind Load Simulator (FWLS) employing an electromagnetic shaker with improved three-variable control (ITVC) for high-frequency components, and An Average Wind Load Simulator (AWLS) utilizing a gravity-driven mass-pulley system for static loads. A dual-loop control with supplemental damping compensation to address broadband signal reproduction challenges and mitigate negative damping effects caused by high-frequency noise and actuator delays. A comprehensive evaluation of a 1/10-scale model under wind-only, wind-wave, and multi-hazard conditions demonstrates that the proposed Wind Load Simulator (WLS) achieves a force-tracking root mean square (RMSE) between 37.0% and 45.40% (0–20 Hz), with a first-mode relative error (RE) of 4.06% to 4.71%. These results substantiate the WLS's efficacy in reasonably replicating structural dynamic responses. The control framework also exhibits consistent stability and robustness across diverse scenarios, validating its suitability for RTHT in complex environments. • A novel Wind Load Simulator (WLS) that resolves Froude-Reynolds scaling conflicts for multi-hazard testing of offshore wind turbines. • Physical-Frequency decoupling design decoupling fluctuating and average wind loads via electromagnetic actuation and gravity-driven systems. • A dual loop force displacement control strategy with damping compensation, which has stability and force tracking accuracy in multi hazard simulations.

Ocean EngineeringVol. 352
Tianjin University (CN), China Earthquake Administration (CN), Tsinghua University (CN)
Affordable and clean energy
Openalex Percentile: Top 55%
Hydraulic and Pneumatic Systems
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