ArticlePDF Available

Vibration and Noise Analysis for a Motor of Pure Electric Vehicle

Authors:

Abstract

To control the pure electric vehicle motors vibration and noise, the dynamic characteristics of the motor are analyzed. Dynamic characteristic include the natural frequency and response characteristics of different parts of the motors structural member. This paper uses three-dimensional software Pro/E modeling of the motor: By making appropriate assumptions and equivalent treatment of the motors stator, rotor core and coil winding, establish the finite element simulation model of the various components .Using the finite element analysis software Workbench analyzes the windings and motor model modal analysis, to get natural frequency of each mode. To make a modal analysis test, we can use hammering method done on the motor. By using real-time signal analyzer AWA6291 make spectral analysis of the motor online, comprehensive comparative analysis of the results and used to guide motor design.
Vibration and noise analysis for a motor of pure electric vehicle
Bao Meng
1,a
,Chen Enwei
2,b
,Lu Yimin
3,c
,Liu Zhengshi,Liu Shuai
School of Mechanical and Automotive Engineer,Hefei University of Technology,Hefei,China
a
hpu1909bam@163.com,
b
cew723@163.com,
c
yimin_lu@163.com
Keywords: Pure electric vehicles, Motor, Noise, Modal, Finite element
Abstract: To control the pure electric vehicle motor’s vibration and noise, the dynamic
characteristics of the motor are analyzed. Dynamic characteristic include the natural frequency and
response characteristics of different parts of the motor’s structural member. This paper uses
three-dimensional software Pro/E modeling of the motor: By making appropriate assumptions and
equivalent treatment of the motor’s stator, rotor core and coil winding, establish the finite element
simulation model of the various components .Using the finite element analysis software Workbench
analyzes the windings and motor model modal analysis, to get natural frequency of each mode. To
make a modal analysis test, we can use hammering method done on the motor. By using real-time
signal analyzer AWA6291 make spectral analysis of the motor online, comprehensive comparative
analysis of the results and used to guide motor design.
Introduction
Currently, pure electric vehicles is mostly drove by permanent magnet motor, in some parts of
the working area, permanent magnet motor vibration may cause serious noise pollution, affect ride
comfort, and more importantly it will decrease its performance. Stator comprises a stator core and
casing mainly in close contact with an interference fit. The structure of stator is relatively complex,
its model has a great impact on the simulation results[4-5]. To simplify the analysis, early studies
generally view winding as an additional mass of the stator core, to consider the windings effects of
the motor modal. Later, it was discovered that winding kept in close contact with the stator core not
only has the effect on motor modal as added mass, but also the effect of stiffness. Therefore, the
equivalent model of the windings is very important of the stator modal calculation[3]
.
M.Benbouzid and others’ research indicates that the tightness of the stator core and a winding will
have a significant role in the natural frequency of stator structure[1-3]. The spectrum analysis of
motor’s noise and vibration can prove the correctness of modal analysis results to some extent[6].
In this paper, Pro/E software is used for the three-dimensional modeling of the motor,
establishing a simplified model of the motor’s main components. Then import the finite element
analysis software Workbench, go on modal analysis, whereby the dynamic performance of the
motor. Prototype uses hammering method to have a modal test, and get the actual natural frequency
of the motor. Finally AWA6291-based real-time signal analyzer has been used to test the motor’s
sound pressure and vibration online. Comprehensive comparison , it may guide the design of the
motor.
Finite element has been used for pure electric vehicle motors modal analysis
1.1 The finite element model of the motor structure
By simulating the whole structure of the stator structure and modal finite element, analyzing the
structural components of the motor‘s dynamic characteristics.
Advanced Materials Research Online: 2014-04-09
ISSN: 1662-8985, Vols. 915-916, pp 98-102
doi:10.4028/www.scientific.net/AMR.915-916.98
© 2014 Trans Tech Publications, Switzerland
All rights reserved. No part of contents of this paper may be reproduced or transmitted in any form or by any means without the written permission of Trans
Tech Publications, www.ttp.net. (ID: 130.203.136.75, Pennsylvania State University, University Park, USA-17/05/16,00:12:14)
Fig. 1 Model of motor structure Fig. 2 FEM model of steel core-winding structure
1.2 The theory of modal analysis
Finite element modal analysis can reflect the structural of vibration motor theoretically, it can
detailed analysis the vibration of natural frequency of each type particularly. It provides a basis and
reference for optimize the design and improve the processing technology. The problems of actual
production the motor’s noise and vibration can also be solved.
1.3 Determine the properties of model materials
The core structure of vehicle synchronous motor is a combination of the orthotropic silicon
layers, which can not do as uniform continuous elastic body do. However it has obvious layered
structure, laminations plane direction can be considered isotropic. E is lower than silicon steel in the
direction of perpendicular to the silicon. Currently, how to select the elastic modulus of laminated
structure has not been standard clearly. According to the experience, the laminated elastic modulus
of the plane usually in the range of 1.36e112.15e11Pa. Normal lamination plane of elastic
modulus is difficult to value, which affected by Core is a whole piece or slice punching, laminating
coefficient, whether painted. Since the model of stator relative idealized, and windings stiffness is
not as large as the actual copper. Winding stiffness depends on the winding tankful ratio, the value
of E decided by the gap between two turns of connected winding copper wire. Motor’s shell is used
in die-cast aluminum. Shear modulus G
23
and G
13
are equal.G
12
is not the same situation, which can
be determined by orthotropic materials,G
23
and G
13
are slightly less than the silicon. Winding can be
considered as a fiber, which is a combination of wire and the insulating layer. The overall is
orthotropic, we assumed winding and the stator teeth keep in close contact when modeling, but in
fact the stiffness of windings is much lower than copper, on top of this, the issues of slot fill factor
also should take into consideration. Assuming all directions Poisson's ratio is 0.3. Material
properties are shown in Table 2.
Tab. 1
Material properties of stator
Property Steel Laminate structure Cooper Chassis Windings
ρ/(kg/
m3)
7800 6960 8900 2650 3045
E
2
=E
3
/Pa 2.058e11
2.058e11
1.2e11
2.0e11
9.5e10
E
1
/Pa 2.058e11
1.5e11
1.2e11
2.0e11
1.4e10
G
13
=G
23
/Pa 8.0e11
7.3e10
4.6e10
7.6e10
4.6e9
G
12
/Pa 8.0e10
8e10
4.6e10
7.6e10
5.4e9
ν
12
13
23
0.28 0.3 0.3 0.3 0.3
1.4 Solving and post-processing
Stator core assembly can ensure the quality of the grid by Sweep of refined mesh networks, etc.
Workbench’s build-in can be used for the complete machine smart sub-network. Then refine
locally, since the analysis of free modal, therefore do not need to add any load or boundary
conditions. Set solver can solve this issue. Finally, you need to do some processing on the graphics
to get the results style we want.
Advanced Materials Research Vols. 915-916 99
Finite element simulation results: on the left of Fig. 3 is an overall view of motor’s structure
vibration type, the right is the winding core view of the motor structure vibration type.
(a)the 2
nd
order 3
rd
order
4
th
order 5
th
order
Fig. 3 FEM results of mode shapes for the motor
1.5Analysis
During the course, motor is mainly affected by the unbalanced force of rotor and the
electromagnetic exciting force, rotor unbalance excitation force frequency range is generally 0 ~
100Hz. Electromagnetic exciting force frequency range is 0~2000Hz[8]. This paper calculated the
fourth-order modal shape, two models are corresponding to the main natural frequencies of
vibration mode and mode shapes shown in Table 3. That is, the natural frequency of the motor away
from the unbalance excitation force frequency of the motor rotor and the excitation force frequency
of the motor electromagnetic, so it will not cause resonance.
Tab. 2 Modal frequency results for the sample motor Hz
order winding core’s natural frequency motor’s natural frequency Vibration map
2 1748.9 2292.9
Fig
3 a
3 2133.2 4806.2
Fig
3 b
4 2446.7 5000.3
Fig
3 c
5 2768.3 6080.9
Fig
3 d
Motor experimental modal analysis
2.1 Experimental process
In order to verify the drive motor finite element modal analysis is correct, in this paper,
experimental modal analysis uses hammering method. Based on the suspension way of modal
experimental [16], to obtain the boundary conditions of the drive motor consisted with and finite
element, we need to use rubber rope to hung up the drive motor tested, simulate free modal analysis.
Specific experimental process diagram is as follows:
Fig 4 Test system diagram
100 Advanced Engineering Research
Take the appropriate location and number of excitation points, do some appropriate processing of
the motor at the same time (Such as removing some of the motor’s damping mechanism spring
washers, etc.), in order to obtain relatively accurate experimental data. The force hammer and the
data logger are connected with the acceleration sensor, each of the exciting force signal and the
impulse response signal is transmitted to a data logger, and then passed by the data collection
instrument into the signal analysis system. By analyzing and processing response signal, obtain the
frequency response function of each monitoring point.
2.2 Analysis
According to the pilot testing of the drive motor transfer function curves in Figure 5 and the
coherent function curve in Figure 6, we can determine the natural frequency and vibration mode of
the system. In this paper, hammering method measured mode shapes only have two order modals,
its acceleration response curve was shown below, the figure shows natural frequencies is roughly
2200Hz under 2nd order, which has little error with simulation results.
0 1000 2000 3000 4000 5000 6000
0
0.5
1
1.5
2
2.5
3
3.5
The transfer function curv e of the m otor
f Hz
a(m/s
2
)
0 1000 2000 3000 4000 5000 6000
0
0.2
0.4
0.6
0.8
1
1.2
Motor coherence function
f Hz
Real component of motor coherence function
Fig 5 The transfer function curves of the motor Fig 6 The coherence function curve of the motor
3. The noise analysis of prototype in certain operating conditions
3.1 The noise spectrum measurement of prototype
In this paper AWA6228 Real-Time Signal Analyzer was used to test the noise and vibration
spectrum of the motor online. AWA6228 type real-time signal analyzer might analysis the noise
spectrum and amplitude after installing S6291-00404. Using the microphone MPA201 measure the
sound power of the motor in the field.
Measurement the conditions of the motor when its running: speed of 6000 rev / secload
torque 24 Nm. The vibration and noise measurement results of the motor are as follows:
0 1000 2000 3000 4000 5000 6000 7000 8000 9000 10000
30
35
40
45
50
55
60
65
70
75
80
The noise spectrum of the motor(4000r/min)
f Hz
dB
0 1000 2000 3000 4000 5000 6000 7000 8000 9000 10000
0
1
2
3
4
5
6
The vibration response plot (4000r/min)
Hz
m/s
2
Fig 7 The noise spectrum of the motor Fig 8 The vibration response plot.
By testing the noise characteristics of the motor, the noise of the motor is common, which can
be found at the start-up phase. The noise has a significantly increasing nearing 6,000 rpm. The chart
shows the vibration response it has a severe vibration when the motor start up to 2000 rpm.
Advanced Materials Research Vols. 915-916 101
Followed by an obvious vibration fitfully, and weak vibration when running smoothly. It indicates
that the motor occurred resonance in these peak points, and particularly evident around 2000 rpm.
Therefore, it is necessary to take reasonable means to weaken the vibrations of the motor at these
peak points in the design of the motor
Conclusion
In this paper, an electric vehicle drive motor is used as the research object, established the
three-dimensional simulation model of the various motor’s structure components, after analysis and
experiments, the following conclusions:
(1) Simplified model of the motor and windings, using the modal analysis of the motor structure,
can accurately predict the natural frequency of motor vehicle structure;
(2) For the complex structure of the vehicle motor, it is difficult to obtain many modal shapes of
experimental modal by hammering method. This paper, using the method of noise spectrum test,
verified the prediction of the natural frequency of the motor structure is correct indirectly
Acknowledgments
This work was financially supported by the National Natural Science Foundation of China (№.
51305115) and the Fundamental Research Funds for Central Universities (2011HGQC1035).
References
[1] Tetsuya HKatsuyuki NTakashi Yet alModeling Method of Vibration Analysis Model
for Permanent Magnet Motor Using Finite Element Analysis[C]//International Conference on
Electrical Machines and SystemsTokyoJapanIEEE20091-6
[2] Benbouzid M E HReyne GDerou Set alFinite Element Modeling of a Synchronous
MachineElectromagnetic Forces and Mode Shapes [J]IEEE Transactions on Magnetics1993
29(2)2014-2018
[3] Wu Jianhua. The Research of Switched Reluctance Motor Stator Modal and Natural Frequency
Based on the Physical Mode[J]China Electrical Engineering, 2004, 24(8): 110-114.
[4] Zhang JuntangAvoki MOmekandaet alYoung’s Modulus for Laminated Machine
Structures with Particular Reference to Switched Reluctance Motor Vibrations[J]IEEE Trans. on
Industry Application200440 (3):748-755
[5] Zhang Juntang Vibration Analysis and Reduction in Switched Reluctance Motors[D]Ph.
D. ThesisClarkson University2002
[6] Yoon T YMagnetically Induced Vibration in a Permanent-magnet Brushless DC Motor with
Symmetric Pole-slot Configuration[J] IEEE Transactions on Magnetics 2005 41(6)
2173-2179
[7] Zhang Li. Modal Analysis and Experiment [M]. Beijing: Tsinghua University Press,
2011:24-39.
[8] Zhong Yan, Ding Yan, Feng Haijun. Vibration Test for Induction Motors. CSIC. No. 704
Research Institute. (2011)05-0165-03.
102 Advanced Engineering Research
Advanced Engineering Research
10.4028/www.scientific.net/AMR.915-916
Vibration and Noise Analysis for a Motor of Pure Electric Vehicle
10.4028/www.scientific.net/AMR.915-916.98
... To understand these characteristics of electric motors, arising due to the electromagnetic force, several studies using the electromagnetic-structure coupling analysis have been conducted [5][6][7][8][9][10][11][12][13]. F. Ishibashi et al. [5] applied the electromagnetic force obtained through the Maxwell stress tensor method of a small induction motor to the finite element method, compared the vibration mode and amplitude with the experimental results, and confirmed the strong influence of the frequency near to the natural frequency on the vibration mode. ...
... Vibrations induced by the electromagnetic force of the motor degrades the ride comfort and eventual performance of electric vehicles [13]. Therefore, from the aspect of motor electromagnetic design, various studies have been conducted to reduce such structural vibrations. ...
Article
Full-text available
Vibration and noise reduction are very important in electric vehicle driving motors. In this study, topology optimization of housing was performed to reduce vibration in a specific frequency caused by electromagnetic force generated by a permanent magnet synchronous motor (PMSM). The vibration induced by the electromagnetic force of the motor was calculated using electromagnetic-structural coupled analysis. Then, the magnitude of the acceleration for a specific frequency at which peak occurs in the rectangular and circular shape housing concept design model was reduced by using the topology optimization method. As a result, the rectangular and circular shape housing design reduced 92.9% and 96.0%, respectively. Finally, the vibration was effectively reduced while maintaining the electromagnetic characteristics of the motor, for which topology optimization was conducted while not changing the rotor or stator shape design (electromagnetic design factor) but by changing the motor housing shape design (mechanical and structural design factor).
... It enabled the determination of natural frequencies for each model type, incorporating the results from the electrical analysis. This information served as a guide for optimizing the motor design to reduce noise and vibration 33) . Ishibashi F. et al. 34) , in their experimental analysis, showed that the natural frequency gradually decreased with a more complex ring shape in the induction motor, emphasizing the importance of natural frequency in developing quieter motors 34) . ...
... The vehicle vibration mainly comes from the drive system and the inevitable road roughness. Excitations from the drive system include motor rotation, resonance and chattering of the mechanical parts, etc. [175]. The road roughness is referred to the vertical distance variation of real points of the road from an ideal reference plane, which will be transferred to battery packs through the vehicle wheels and drive system [176]. ...
Article
There are abundant electrochemical-mechanical coupled behaviors in lithium-ion battery (LIB) cells on the mesoscale or macroscale level, such as electrode delamination, pore closure, and gas formation. These behaviors are part of the reasons that the excellent performance of LIBs in the lab/material scale fail to transfer to the industrial scale. This paper aims to systematically review these behaviors by utilizing the ‘mechanical origins – structural changes – electrochemical changes – performance’ logic. We first introduce the mechanical origins i.e., the external pressure and internal deformation, based on the different stages of battery life cycle, i.e., manufacture and operation. The response of the batteries due to the two mechanical origins are determined by the mechanical constitutive relation of battery components. The resulting structural changes are ascribed to size and distribution of pores and particles of the battery components, the contact states between different components. The electrochemical changes are divided into ionic/electrical impedance and lifespan. We have summarized massive experimental observations and modelling efforts and the influencing factors in each section. We also clarify the range of external pressure and internal deformation under which the proposed structural and electrochemical changes are likely to take effects. Lastly, we apply the logic to the next generation lithium metal-based solid-state battery. This review will provide useful guidelines to the design and manufacture of lithium-based rechargeable batteries and promote the development of the electric vehicle industry.
... The results obtained from the calibrated reduced-order model show that the model established by this method has high accuracy. Bao M et al. [3] used Pro/E modeling: through appropriate assumptions and equivalent treatments on the stator, rotor core and coil windings of the motor, the finite element simulation model of each component was established, and the workbench was used to analyze the calculation of each stage of the motor Modal, to obtain the modal frequency of each modal. The modal test of the motor was carried out by the hammering method, and the comparative analysis results were used to guide the design of the motor. ...
Article
Full-text available
Permanent magnet synchronous motors are the core components of electric vehicles and widely used in the field of electric vehicles. The existence of vibration will reduce the operating efficiency and service life of the motor, which is the key factor to determine whether the motor is running normally. In this paper, a certain type of permanent magnet synchronous motor is taken as the test object. The permanent magnet synchronous motor is divided into three substructures: stator, rotor and shell. The finite element modal results are obtained respectively. The modal parameters of the whole PMSM are calculated by using the substructure modal synthesis method. The weak links of the motor are found out and the structure optimization is carried out. Through the calculation of the modal analysis, it can be seen that each vibration mode of the optimized motor has been reduced, and the amplitude difference between the 2nd order and the 5th order is the largest. Finally, the modal test is carried out on the motor using the exciter method, the test results are analyzed, and the modal parameters of the motor are obtained through the frequency domain analysis method, the FEA result is confirmed by the modal test of the motor.
Article
Lithium-ion batteries (LIBs) are susceptible to mechanical failures that can occur at various scales, including particle, electrode and overall cell levels. These failures are influenced by a combination of multi-physical fields of electrochemical, mechanical and thermal factors, making them complex and multi-physical in nature. The consequences of these mechanical failures on battery performance, lifetime and safety vary depending on the specific type of failure. However, the complex nature of mechanical degradation in batteries often involves interrelated processes, in which different failure mechanisms interact and evolve. Despite extensive research efforts, the detailed mechanisms behind these failures still require further clarification. To bridge this knowledge gap, this review systematically investigates three key aspects: multiscale mechanical failures; their implications for performance, lifetime and safety; and the interconnections between the different types and scales of the mechanical failures. By adopting a multiscale and multidisciplinary perspective, fragmented ideas from current research are integrated into a comprehensive framework, providing a deeper understanding of the mechanical behaviors and interactions within LIBs. We highlight the main characteristics of mechanical failures in LIBs and present valuable insights and prospects in four key areas of theories, materials, designs and applications, for improving the performance, lifetime and safety of LIBs by addressing current challenges in the field. As a valuable resource, this review may serve as a bridge for researchers from diverse disciplines, facilitating their understanding of mechanical failures in LIBs and encouraging further advancements in the field.
Article
The brushless direct current motor is gaining attention due to its dynamic characteristics, such as high density, power, and efficiency, but the vibration and noise resonance levels are high during various real-time driving conditions. This research describes a novel approach to analysing the various noise and vibration sources of the BLDC motor for electric vehicle applications. This study integrates model-based simulation and experimental analysis under real-time driving conditions. Further, various vibroacoustic noise sources are examined through transient model-based multiphysics analysis. From the experimental results, greater noise and vibration levels are observed at different frequencies of 265.6, 620.2, 750.4, 1170.2, 1510.3, and 1790.5 Hz of the BLDC motor due to the uneven electromagnetic forces. To verify the presence of experimental vibro-acoustic noise resonance levels at different frequencies, the model-based transient analysis is investigated. The simulation results reveal an identical trend in frequency levels compared to experimentation. Finally, the overall observation of simulation and experimental results revealed that electromagnetic forces, load current changes, flux density, cogging torque fluctuations, etc. are the significant reasons for developing maximal vibro-acoustic noise amplitudes in the BLDC motor under different real-time driving conditions.
Article
Full-text available
The switched reluctance motor (SRM) has a disadvantage of higher acoustic noise, caused by stator vibrations. Techniques for noise reduction require knowledge of the modal frequencies, which depend on mechanical shapes and dimensions as well as material properties, for example, Young's modulus, Poisson's ratio, mass density, etc. It is found that the generally accepted value of Young's modulus is not valid for a machine with laminations and no frame. This paper introduces a simple and nondestructive method for the measurement of Young's modulus; it is then used in a finite-element (FE) program to determine the resonant frequencies of SRM stator vibration. The effects of mass density and Poisson's ratios are also discussed. The FE results are validated by vibration tests, which show good accuracy.
Article
The modal analysis technique and the finite-element method (FEM) were used to investigate the mechanical and electromagnetic vibration behavior of the stator of a synchronous machine. The presence of teeth characteristically decreases the natural frequencies of the stator. In addition, the distribution of the electromagnetic force densities was investigated. It was found that the finite-element software package FLUXMECA is a useful tool for computing sufficiently finely the distribution of the force density inside electrical machines and for analyzing the influence of the electric, magnetic, and mechanical structure on this distribution
Article
In this paper, we examined a modeling method for a vibration analysis in order to estimate the electromagnetic vibration of a stator case due to the resonance phenomenon between the natural frequency and the electromagnetic force. The resonance phenomenon can be verified on the analysis result as well as on the measurement result by setting the measured mechanical characteristics. We found it was important to accurately model the coil mass in order to estimate the electromagnetic vibration of the case, while the rigidity of the coil had little effect on the results.
Article
The paper reports a numerical and experimental study of magnetically induced vibration associated with rotor/stator eccentricity and imperfect magnetization for 8-pole 6-slot symmetric brushless dc (BLDC) motors. Magnetic forces and cogging torque are calculated for various slot angles by using the finite-element method (FEM). The results show that there is an optimal slot angle for minimum cogging torque, but this slot angle is not optimal for reducing magnetic forces. In the idle acoustics test, the motors with reduced magnetic forces show clear reduction at the expected frequencies while the motors with minimum cogging torque show no change at the cogging torque frequency, which implies unbalanced magnetic forces have greater effect on actual vibration of the spindle motor than cogging torque. The results show that the proper direction in motor design is to reduce unbalanced magnetic forces when both cogging torque and unbalanced magnetic forces are not achievable simultaneously.
The Research of Switched Reluctance Motor Stator Modal and Natural Frequency Based on the Physical Mode
  • Wu Jianhua
Wu Jianhua. The Research of Switched Reluctance Motor Stator Modal and Natural Frequency Based on the Physical Mode[J].China Electrical Engineering, 2004, 24(8): 110-114.
Modal Analysis and Experiment
  • Zhang Li
Zhang Li. Modal Analysis and Experiment [M]. Beijing: Tsinghua University Press, 2011:24-39.
Vibration Test for Induction Motors. CSIC. No. 704 Research Institute
  • Zhong Yan
  • Ding Yan
  • Feng Haijun
Zhong Yan, Ding Yan, Feng Haijun. Vibration Test for Induction Motors. CSIC. No. 704 Research Institute. (2011)05-0165-03.