TY - JOUR
T1 - Investigation into Periodic Signal-based Dithering Modulations for Suppression Sideband Vibro-acoustics in PMSM Used by Electric Vehicles
AU - Qiu, Zizhen
AU - Chen, Yong
AU - Kang, Yang
AU - Liu, Xu
AU - Gu, Fengshou
N1 - Funding Information:
Manuscript received May 5, 2020; revised August 20, 2020, October 29, 2020, and December 7, 2020; accepted December 20, 2020. Date of publication December 23, 2020; date of current version August 20, 2021. This work was supported in part by the National Key R&D Program of China under Grant 2017YFB0102400, in part by the Hebei Subsidized Project of Innovative Ability Training for Postgraduates under Grant CXZZBS2021033, and in part by China Scholarship Council under Grant 201906700001. Paper no. TEC-00451-2020. (Corresponding author: Yong Chen.) Zizhen Qiu, Yong Chen, and Yang Kang are with the Tianjin Key Laboratory of Power Transmission and Safety Technology for New Energy Vehicles, Hebei University of Technology, Tianjin 300130, China (e-mail: [email protected]; [email protected]; kangyang1125 @163.com).
Funding Information:
This work was supported in part by the National Key RandD Program of China under Grant 2017YFB0102400, in part by theHebei Subsidized Project of Innovative Ability Training for Postgraduates under Grant CXZZBS2021033, and in part by China Scholarship Council under Grant 201906700001
Publisher Copyright:
© 1986-2012 IEEE.
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021/9/1
Y1 - 2021/9/1
N2 - This paper presents an investigation into sideband vibro-acoustics suppression of the permanent magnet synchronous motor (PMSM), associated with several periodic signal-based dithering modulations. Mathematical derivations of four typical periodic signal-based schemes are deduced with the power spectral density (PSD) method. The individual modulation parameters, such as bandwidth and modulation ratio, are determined the values to minimize the sideband vibro-acoustics. The frequency distributions of the sideband components are discussed by the analytical derivations. The relationship between the electromagnetic components and mechanical responses is reconstructed by coupling with temporal features. For verification, the experimental tests with a prototype PMSM are introduced under different operational conditions. According to the results and figures, both magnitude suppression and frequency distribution are accurately correlated with sideband harmonic components as well as vibro-acoustic responses. This investigation thus clearly holds promise for the evaluation and optimization in powertrain used by electric vehicles.
AB - This paper presents an investigation into sideband vibro-acoustics suppression of the permanent magnet synchronous motor (PMSM), associated with several periodic signal-based dithering modulations. Mathematical derivations of four typical periodic signal-based schemes are deduced with the power spectral density (PSD) method. The individual modulation parameters, such as bandwidth and modulation ratio, are determined the values to minimize the sideband vibro-acoustics. The frequency distributions of the sideband components are discussed by the analytical derivations. The relationship between the electromagnetic components and mechanical responses is reconstructed by coupling with temporal features. For verification, the experimental tests with a prototype PMSM are introduced under different operational conditions. According to the results and figures, both magnitude suppression and frequency distribution are accurately correlated with sideband harmonic components as well as vibro-acoustic responses. This investigation thus clearly holds promise for the evaluation and optimization in powertrain used by electric vehicles.
KW - Amplitude modulation
KW - Frequency modulation
KW - Harmonic analysis
KW - Modulation
KW - modulation parameter
KW - Periodic dithering modulation
KW - Permanent magnet motors
KW - permanent magnet synchronous motor (PMSM)
KW - Power harmonic filters
KW - sideband harmonic components
KW - Space vector pulse width modulation
KW - vibro-acoustic responses
KW - Sideband harmonic components
KW - Vibro-acoustic responses
KW - Modulation parameter
KW - Permanent magnet synchronous motor (PMSM)
UR - http://www.scopus.com/inward/record.url?scp=85098802966&partnerID=8YFLogxK
U2 - 10.1109/TEC.2020.3046669
DO - 10.1109/TEC.2020.3046669
M3 - Article
AN - SCOPUS:85098802966
VL - 36
SP - 1787
EP - 1796
JO - IEEE Transactions on Energy Conversion
JF - IEEE Transactions on Energy Conversion
SN - 0885-8969
IS - 3
M1 - 9305739
ER -