Published: 25 June 2019

Research on bearing current damage description model of variable frequency motor

Huanke Cheng1
Guangbin Wang2
Jianhua Wang3
Haijiang Li4
1, 2Hunan University of Science and Technology, Xiangtan, China
1, 2Hunan Provincial Key Laboratory of Mechanical Equipment Health, Xiangtan, China
33M China Ltd., Shanghai Shi, China
4CRRC Zhuzhou Electric Co., Zhuzhou, China
Corresponding Author:
Huanke Cheng
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Abstract

The bearing failure seriously affects the normal operation of the motor. In this paper, the early damage of bearing wear caused by the shaft current in the operating state of the variable frequency motor is proposed. From the perspective of the bearing capacitance storage capacitor charge, the method based on analyzing the relationship between pitting pit size and shaft current per unit area of bearing track surface is proposed, so that the model can directly judge whether the bearing is in an absolutely safe running state. In this paper, the description model between the size of the pitting pit per unit area of the bearing track surface and the mechanical and electrical parameters is derived based on the assumption that the charge required for the formation of pitting pits per unit area of the bearing track surface. It is shown that the shaft current can promote the bearing to produce pitting pit, which leads to the early damage of the bearing, and the size of the pitting pit is positively related to the shaft current. Matlab/Simulink simulation verifies the correctness of the description model.

1. Introduction

Pitting wear on the bearing surface will increase bearing friction and reduce bearing life. In severe cases, the motor will stop and affect the safe operation of the drive system [1, 2]. Roylance and Hunt suggested relationships between Wear mechanism and wear morphology were due to various factors. pitting wear was due to abrasion, cutting (mechanical), fatigue and adhesion [3].

Few papers have, however, reported on the effects of electrical currents and mechanical parameters combined with bearings during safe operation of bearings. In this paper, the charge energy of the pitting wear formed in the unit area of the track surface during bearing operation is studied, and according to Griffith's continuous theory, the description model between the size of the pit wear formed per unit area and the mechanical - electrical parameters is derived.

Therefore, we can directly determine the running state of the bearing by analyzing the size of the pitting wear formed.

2. Energy demand model for forming pit diameter per unit area

When the shaft current passes through the bearing for a long time, pits will be formed on the surface of the bearing track [4-6]. Pitting pit. The Pitting pit increases the bearing friction. and under the combined action of current and contact stress, the Pitting pit will gradually extend to the whole working area of the track. In this paper, it is assumed that the width of the rail surface of the bearing is w, the diameter of the pitting pit per unit area of the track surface is d, and the energy of forming the pitting pit per unit area is q0. According to the theory of force deformation and ductility of bearing materials, when the smooth track surface is plastically deformed to form hemispherical pitting pit of diameter is d, the coefficient of extension deformation of the material is 100-160 % [4]. Then the diameter d0 of the pitting pit and the diameter d of the pitting pit per unit area of the track surface satisfy the following relationship:

1
2Kπd022=πd22, 1K1.6 we can get d0=2k2kd.

In general, the deformation coefficient K can reflect the magnitude of the stress to a certain extent, and when K ≥ 1.5, the stress ξ is linear with the deformation coefficient [4]. Considering that the formation of pitting pits on the surface of the track is actually plastic deformation of the material, if K= 1.5 is preferred, then:

d0=3d/3 During the operation of the bearing, assuming that the speed of the bearing is constant, the track surface will form a number of pitting strips which is formed by a plurality of pitting pits. assuming that the diameter of the inner ring of the bearing is dir, the spacing between the pitting strips is ir, then the energy required for a pitting zone is:

2
q1ir=irwq02π12d02-12Eξ243π12d0312irw.

It can be seen that q1ir is a function of the diameter d of the pit, we can get the derivative:

3
dq1irdd=irwq0π3d-3ξ2πirw96Ed2,

when dq1ir/dd=0, it can get:

4
q0=3ξ2d32E.

According to the Hertz point contact theory, the contact between the rolling element and the raceway is an elastic point contact [7, 8]. Under the action of the radial force, the contact will take place elastic deformation and its shape is ellipse. The calculation formulas of the long semi-axis a and the short semi-axis b of the bearing rolling element and the elliptical contact surface of the inner ring are as follows [9]:

a=0.023626a*Qρ3, b=0.023626b*Qρ3, s=πab.

If the load carrying capacity of the rolling element is Q, then the calculation formula is [9]:

5
ξ=3Q2πab, Q=5FrZ,

where ξ is the strain force, Fr is pure radial force, then the simultaneous Eq. (4) and Eq. (5), we can get:

6
q0=93Q2d128π2a2b2E.

3. Energy model for bearing equivalent capacitance charge accumulation

From the circuit point of view, when the voltage changes, the bearing capacitance cb is charged and discharged, and there will occur charge and discharge current .When the shaft voltage exceeds the breakdown voltage of the oil film, the oil film is broken, and the discharge of the bearing capacitance cb leads to the emergence of the current [10, 11]. Under the long-term action of the shaft current, the orbital surfaces of the inner and outer rings will form dense pitting damage. The equivalent circuit model is shown in Fig. 1.

Fig. 1The equivalent circuit model

The equivalent circuit model

The bearing is equivalent to a discharge capacitor after penetrating the oil film. The discharge energy depends on the contact theory between the objects, considering the heat loss during operation, which is equivalent to half of the energy acting on the bearing track [8, 12], so the effective energy acting on the bearing track is

7
Qcb=12VIbt.

Assume that the area of the bearing track surface is: A=πwdir+wdor, then per unit area of the effective energy is:

8
q0=QcbA=VIbt2πwdir+wdor.

Therefore, the simultaneous Eq. (6) and Eq. (8), the energy required of per unit area is:

9
q0=VIbt2πwdir+wdor=93Q2d128π2a2b2E,

and then the simultaneous Eq. (9), we can get:

10
d=643πa2b2EVIbt27Q2wdir+dor.

This description model shows the relationship between the diameter d of the pitting pit per unit area formed and the shaft voltage and the shaft current where E is the elastic modulus of the bearing, Q is the load force applied during the operation of the bearing, and the bearing inner ring is dir, the diameter of the outer ring is dor, a and b is the long axis and the short axis of the ellipse formed by the contact between the rolling element and the track during the running of the bearing respectively. The description of the model shows that the size of the pitting pit varies with the shaft voltage, the shaft current, the applied load force and the time. When the applied load force is constant, the diameter of the pitting pit will increase as the shaft current increases. In order to verify the variation rule of pitting pit, the motor system simulation model is built on the Matlab/Simulink.

4. Simulation analysis of current damage description model

The motor system simulation model is established in Matlab/Simulink, and We select the commonly used 6208 Deep Groove Ball Bearing, the simulation system diagram is as follows.

Fig. 2PWM simulation system

PWM simulation system

The design parameters of simulation analysis are as follows: the bearing outer diameter is 80 mm, the bearing inner diameter is 40 mm, the bearing width is18 mm, Young’s modulus of elasticity E is 2.25×1011 Pa. The Fr is 500 N and Hertzian theoretical contact area S is 1.17. The relationship between the formation of pitting pits under different shaft currents is simulated by changing the shaft voltage. The simulation results are shown in the following Table 1.

Table 16208 bearing simulation results

Shaft voltage / V
3.748
4.123
4.497
4.872
5.247
5.997
6.746
7.496
8.245
8.995
Shaft current / A
0.187
0.206
0.225
0.244
0.262
0.3
0.337
0.375
0.412
0.45
Pitting surface d / mm
1.705
2.062
2.454
2.881
3.341
4.364
5.523
6.818
8.25
9.818
Pitting pit d0 / mm
0.989
1.196
1.423
1.671
1.938
2.531
3.203
3.954
4.875
5.694

When the shaft voltage is set from 3.748 V to 8.995 V, the measured shaft current fluctuates in the range of 0.187 A to 0.45 A. and the pitting pit diameter formed per unit area of the track surface extends from 1.705 mm to 9.818 mm. The formed semi-ellipsoid pitting pit diameter expands from 0.989 mm to 5.694 mm. The specific values are as shown in the above Table 1, and we can get the result in the Fig. 3(a) of Variation trend of shaft voltage current and pitting pit, and Fig. 3(b) of the relationship between shaft current and pitting pit.

Fig. 3a) Variation trend of shaft voltage current and pitting pit, b) the relationship between shaft current and pitting pit

a) Variation trend of shaft voltage current and pitting pit,  b) the relationship between shaft current and pitting pit

a)

a) Variation trend of shaft voltage current and pitting pit,  b) the relationship between shaft current and pitting pit

b)

It can be seen from the simulation results that When the load is constant, the diameter of the pitting pit formed on the surface of the track increases with the increase of the shaft current. The long-term action of the shaft current will increase the pitting wear caused by the bearing. The simulation results verify the accuracy of the model.

5. Conclusions

1) The bearing will form pitting wear on the track surface due to the continuous action of the shaft current under normal operating conditions. The diameter of the pitting pit per unit area of the track surface is related not only to the potential difference and the shaft current on the working surface of the bearing, but also related to the parameters of the bearing itself (the diameter of the inner and outer rings, the width of the track surface).

In addition, changes in shaft voltage and shaft current can exacerbate the formation of pitting pit. The simulation results further show that the pitting pit diameter is positively correlated with the shaft current of the motor.

2) The establishment of this description model provides a theoretical basis for analyzing the size of the pits on the bearing surface during the operation of the variable frequency motor. It is simple and convenient to judge whether the bearing is in an effective operation state by analyzing the size of the pit. This method has certain reference value for engineering technical problems.

References

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About this article

Received
23 April 2019
Accepted
21 May 2019
Published
25 June 2019
SUBJECTS
Fault diagnosis based on vibration signal analysis
Keywords
bearing
current
damage
description model
motor
Acknowledgements

Financial support from National Natural Science Foundation of China (51575178), financial support from Hunan Natural Science Foundation of China (2018JJ2120).