A comprehensive multirotor noise assessment framework is developed to predict the noise of rotational-speed-controlled rotor configurations in real-time. The key objectives are to synthesize the frequency-modulated multirotor noise and analyze the frequency modulation (FM) characteristics. The framework includes modules associated with the flight control, aerodynamics, time reconstruction, noise prediction, and time-frequency analysis (TFA). In addition to the hybrid blade element momentum model, the aerodynamics module contains a linear inflow model, a Beddoes wake model, and an unsteady aerodynamic correction model. The convective form and source-time dominant algorithms are used in the acoustic analogy for tonal noise prediction. The FM characteristics are identified using the synchrosqueezing-based high-resolution TFA for strongly non-stationary signals. The framework is verified through validation and verification studies for diverse rotor configurations and flight conditions. During the cruise flight of the multirotor, the tonal noise exhibits simultaneous frequency and amplitude modulations. In wind gust conditions, these modulations result from rotational speed variations, acoustic wave interference, and Doppler shifting. By clarifying the non-stationary noise signal in diverse flight environments, the proposed framework can facilitate noise assessment in the perception-influenced design stage of multirotor configurations.
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February 2022
Research Article|
February 02 2022
Real-time prediction framework for frequency-modulated multirotor noise
Special Collection:
Flow and Acoustics of Unmanned Vehicles
Jeongwoo Ko
;
Jeongwoo Ko
1
Department of Aerospace Engineering, Seoul National University
, Gwanak-ro 1, Gwanak-gu, Seoul, Republic of Korea
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Jaeheon Jeong
;
Jaeheon Jeong
1
Department of Aerospace Engineering, Seoul National University
, Gwanak-ro 1, Gwanak-gu, Seoul, Republic of Korea
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Huisang Cho;
Huisang Cho
1
Department of Aerospace Engineering, Seoul National University
, Gwanak-ro 1, Gwanak-gu, Seoul, Republic of Korea
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Soogab Lee
Soogab Lee
a)
2
Department of Aerospace Engineering, Institute of Engineering Research
, Seoul National University, Gwanak-ro 1, Gwanak-gu, Seoul, Republic of Korea
a)Author to whom correspondence should be addressed: solee@snu.ac.k
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a)Author to whom correspondence should be addressed: solee@snu.ac.k
Note: This paper is part of the special topic, Flow and Acoustics of Unmanned Vehicles.
Physics of Fluids 34, 027103 (2022)
Article history
Received:
December 06 2021
Accepted:
January 13 2022
Citation
Jeongwoo Ko, Jaeheon Jeong, Huisang Cho, Soogab Lee; Real-time prediction framework for frequency-modulated multirotor noise. Physics of Fluids 1 February 2022; 34 (2): 027103. https://doi.org/10.1063/5.0081103
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