Related Experiment Video
Updated: Feb 6, 2026

Place and Response Learning in the Open-field Tower Maze
Published on: October 28, 2015
Output-only modal analysis of wind turbine tower based on vibration response under emergency stop
Aijun Hu1, Jun Zhao1, Ling Xiang1
1Department of Mechanical Engineering, North China Electric Power University, Baoding 071003, Hebei Province, China.
Abstract:
The identification technique of output-only modal parameters is proposed for the large wind turbine tower under emergency stop. Compared with the response of regular operating conditions, the immediate tower structural response under emergency stop much more resembles a state of free vibration, which is more appropriate for the modal identification of the wind turbine tower. The vibration response is measured in the nacelle, which is easy to perform in the field modal test. The variational mode decomposition (VMD) is applied to decompose the vibration response into several band-limited intrinsic mode functions. The free responses of decomposed functions are extracted by applying the random decrement technique (RDT). Finally, the modal damping ratio and natural frequency are identified from each free modal response by using the Hilbert transform method. Simulations and a 1.5 MW wind turbine field modal test results verify the effectiveness of the proposed identification method. The main modal parameters of wind turbine, including weak modes, are effectively extracted by using output-only vibration responses under emergency stop. The modal parameter identification method is provided for the large wind turbine structure under the engineering condition.
Related Concept Videos
Wind Turbine Machine Models
Induction machines interact through the rotating magnetic field generated by the stator and the rotor. The key parameter is slip, which is the difference between synchronous speed and rotor speed relative to synchronous speed. Slip is...
Applications of GIS: Disaster Management and Emergency Response
Turbine-Governor Control
Three-Winding Transformers
In the per-unit equivalent circuit of a grounded Y-Y three-phase...
Emerging Adulthood
Sensory Modalities
General senses refer to the broad category of sensory information detected by receptors in the body and can be further grouped into somatic and visceral senses. Somatic sensations include touch, pressure, temperature, and pain and are essential for navigating our environment and...

