You are currently viewing a new version of our website. To view the old version click .
Micromachines
  • Article
  • Open Access

29 January 2022

Commutation Torque Ripple Reduction Strategy of Brushless DC Motor Drives Based on Boosting Voltage of DC-Link Small Capacitor

,
,
,
and
1
School of Electrical Engineering, Tiangong University, Tianjin 300387, China
2
College of Electronic Information and Automation, Civil Aviation University of China, Tianjin 300300, China
*
Author to whom correspondence should be addressed.
This article belongs to the Special Issue Power Electronics and Power Conversion-Related Applications of Micro Energy Devices

Abstract

Based on the brushless DC motor system with DC-link small capacitance powered by a single-phase AC power source, a boosting DC-link voltage strategy to reduce the commutation torque ripple of brushless DC motors is proposed in this paper. The control strategy utilizes the special topology of the motor system to boost the DC-link capacitor voltage in a specific zone during the non-commutation period. During the commutation period, the high voltage of the DC-link capacitor is released to meet the voltage requirement of the brushless DC motor during commutation. In order to reduce the commutation torque ripple and ensure the normal operation of the brushless DC motor, each rectifier cycle is divided into three zones according to the characteristics of the periodic change of the rectifier output voltage. Different operation modes are proposed for different zones. In DC-link capacitor boost voltage mode, the DC-link capacitor boosts the voltage to meet the voltage of the motor demand during the commutation period for achieving the purpose of reducing the commutation torque ripple. In this paper, the controller of the brushless DC motor system is designed and the experimental platform is built. The experimental results verified the correctness of the theoretical analysis and the feasibility of the proposed method.

1. Introduction

Because of its advantages of simple structure, large output torque, and high power density compared with traditional brush DC motors, brushless DC motors (BLDCM) have been widely used in aerospace, industrial transmission, marine exploration and other fields [1,2,3]. However, the BLDCM usually adopts a two-phase conducting mode, which will result in torque ripple during the commutation period, and the torque ripple can reach more than 50% of the average load torque. The large noise and vibration produced by commutation torque ripple will affect the normal operation of the load equipment, and seriously restrict the application of the BLDCM under high-precision and high-stability operating conditions [4,5,6].
In order to reduce the impact of commutation torque ripple on the operation of BLDCM systems, a series of studies has been carried out to reduce the commutation torque ripple of BLDCMs by relevant scholars. The main reduction methods include the PWM method [7,8], the current predictive control method [9,10], the direct torque control method [11], etc. However, the above-mentioned suppression methods have problems with practical applications, such as switch frequently between high and low speed, saturation of the output signal of the PWM modulator, increased commutation time, difficulties in obtaining accurate motor models, and poor dynamic performance.
Therefore, some scholars have proposed strategies of using DC voltage adjusting technology to reduce the commutation torque ripple [12,13,14]. The voltage required during the commutation period of the BLDCM can be achieved by boosting the DC bus voltage, and the commutation torque ripple can be reduced without increasing the commutation time. In [12], a control strategy that uses a SEPIC converter which outputs a high voltage during the commutation period to reduce the commutation torque ripple was proposed. A Z-source converter was used as the front-end topology to boost the voltage by using a shoot-through vector in [13]. In [14], a strategy based on the boost topology without an inductor could achieve the effect of commutation torque ripple reduction without additional boost circuits.
The above commutation torque ripple reduction strategies are all suitable for operating conditions powered by DC power source. However, in some applications, only an AC power source can supply energy to the BLDCM. In a BLDCM system powered by a single-phase AC power source, it is often necessary to convert AC power into DC power through a rectifier bridge, and the DC-link side needs to set a large electrolytic capacitor to ensure the stability of the DC power source. However, electrolytic capacitors have problems with poor stability and short service life, so the structure of a thin film capacitor is favored [14,15]. However, a thin film small capacitor cannot effectively stabilize DC-link voltage, which will cause motor current ripple or even cut off, and could even seriously affect the normal operation of the motor. For this reason, studies [16,17] proposed a new DC-link topology with a switch tube and a small capacitor in series. By using this topology structure, the DC-link voltage can be adjusted to maintain the stability of the motor current, and then the smooth operation of the motor is realized. Based on the topology structure proposed in [16,17,18] proposed a special spider algorithm to maintain the stability of motor current and reduce the motor torque ripple.
As the main component of motor torque ripple, commutation torque ripple affects the stable operation of the motor to a certain extent and restricts the development of the motor system. Therefore, the study of commutation torque ripple has practical application value. However, for BLDCM systems with DC-link small capacitance powered by single-phase AC power sources, no scholars have studied the motor commutation torque ripple. At present, related studies only focus on the torque fluctuation caused by DC-link voltage instability. In this paper, based on a BLDCM system with DC-link small capacitance powered by single-phase AC power source, a boosting DC-link voltage control strategy to reduce commutation torque ripple is proposed for the first time.

3. Commutation Torque Ripple Reduction Strategy

3.1. Causes Commutation Torque Ripple

A BLDCM usually operates in two-phase conducting mode. Due to the existence of the inductance in the motor, the current cannot suddenly change during the commutation period, so the voltage equation of the three-phase winding terminal of the BLDCM can be expressed as follows
{ u a = R i a + L d i a d t + e a + u N u b = R i b + L d i b d t + e b + u N u c = R i c + L d i c d t + e c + u N
Take the “a + b − → a + c −” commutation period as an example for analysis. Now the phase back EMF meets E = ea = −eb = −ec. Due to the three-phase stator windings connected by star-shaped symmetry, the phase currents meet ia + ib + ic = 0. Furthermore, the electromagnetic torque (Te) equation during the commutation period can be given by
T e = e a i a + e b i b + e c i c ω m = 2 E i a ω m = 2 E I ω m
where E is the amplitude of the phase back EMF, I is the amplitude of the non-commutation phase current, and ωm is the mechanical angular velocity of the BLDCM. From Equation (10), it can be seen that, in a commutation period, Te is proportional to the non-commutation current I.
Based on Equation (10), it can be seen that the commutation torque ripple can be reduced by keeping the non-commutation phase current stable during the commutation period. Substituting Equation (9) into (10), the average rate of change of the non-commutated phase current ia is
d i a d t | avg = 2 u a u b u c ( 4 E + 3 I R ) 3 L
During the actual operation of the motor, in order to make the non-commutation current stable, let the average change rate of ia in Equation (11) be 0, and we can obtain
2 u a u b u c = 4 E + 3 I R
During the “a + b − → a + c −” commutation period, the equivalent circuit diagram is shown in Figure 7. Phase “a” is a non-commutation phase, phase “b” is a non-conducting phase, and phase “c” is a conducting phase. The negative conducting current switches from phase “b” to phase “c”. The equivalent circuit diagram is shown in Figure 7a when switches T1 and T2 are on. At the same time, ua = udc_link, ub = udc_link, uc = 0. The equivalent circuit diagram is shown in Figure 7b when the switch T1 is off and the switch T2 is on. At the same time, ua = 0, ub = udc_link, uc = 0.
Figure 7. Equivalent circuit during the “a + b − → a + c −” commutation period (a) switch T1 ON (b) switch T1 OFF.
Assuming that the duty cycle of switch T1 is dcom, and the average value of the three-phase winding terminal voltage is
{ u a = u dc _ link d com u b = u dc _ link u c = 0
Substituting Equation (13) into (12), the duty cycle dcom to maintain a stable non-commutation phase current during the commutation period is
d com = 0.5 + 4 E + 3 R I 2 u dc _ link
In the topology in this paper, the high voltage of the DC-link capacitor is used to maintain the stability of the non-commutation current. During the commutation period, udc_link = ucap. Equation (14) can be written as
d com = 0.5 + 4 E + 3 R I 2 u cap = 0.5 + π k e n 15 u cap + 3 R I 2 u cap
Since the duty cycle dcom ∝ [0,1], it can be seen from Equation (15) that the voltage of the DC-link capacitor during the commutation period needs to meet
u cap 4 E + 3 R I

3.2. Commutation Torque Ripple Reduction Strategy

Based on the BLDCM system with small DC-link capacitance, the voltage of the DC-link capacitor is increased by boosting the voltage during the normal conduction period in this paper, so that the voltage of the DC-link capacitor should always meet the condition of Equation (16). During the commutation period, the high voltage of the DC-link capacitor is used to reduce the commutation torque ripple. We take “a + b − → a + c −” commutation period as an example for analyzing the commutation torque ripple reduction strategy during the commutation period.
After the “a + b − → a + c −” commutation period starts, T6 is off, T2 is on, and T1 is chopping. In order to maintain the stability of the non-commutation current during the commutation period, it can be seen from Equation (16) that T1 needs to be chopped with duty cycle dcom, and that both DC-link switch T and inverter side switch T2 are on.
Taking the above commutation process as an example, it can be extended to six commutation processes in an electric cycle. According to the motor position information collected by the Hall sensor, two switches on the inverter side during the commutation period are on. One of switch is chopping with duty cycle dcom, and the other is always on. Meanwhile, switch T of the DC-link is always on, and the current ripple is reduced by the higher voltage of the DC-link capacitor during the commutation period.

3.3. Controller Design

In order to reduce the commutation torque ripple of a BLDCM system with a DC-link small capacitor and ensure the normal operation of the motor, the controller of the proposed control strategy is designed. Figure 8 is the structure of the control system in the proposed strategy. The control system mainly consists of a PI speed controller, a PI current controller, a commutation controller, a pulse generator and so on.
Figure 8. A system control structure diagram of the strategy is proposed.
As shown in Figure 8, the current sensor collects the current of phase A and phase B and calculates the non-commutated phase current i. The Hall sensor captures the moment when the commutation period starts through the collected position information of the brushless DC motor and combines the outgoing phase current to calculate the commutation signal required during the commutation period.
At the same time, the actual speed n of the motor can be calculated by the Hall sensor. The difference between the reference speed n* and the actual speed n is the given value of the PI speed controller, the current i* is the output of the PI speed controller, and the difference between the reference current i* and the non-commutation current i is the input of the PI current controller. The duty cycle d(dA, dB, dC) is the output of the PI current controller. The output of the duty cycle should be selected according to the present voltage zone, and a double closed-loop of speed and current is formed to maintain the normal operation of the motor.
It can be seen from Figure 8 that the duty cycle inputting the pulse generator is selected according to the commutation signal. When the motor runs in the normal conduction period, the commutation signal is not generated, and the duty cycle d(dA, dB, dC) is input to the pulse generator. When the motor runs in the commutation period, the commutation signal is generated and the duty cycle dcom is input to the pulse generator. Then, the pulse generator generates the pulses of the DC-link switch and the pulses of the inverter switch to drive the motor system to work normally and to realize the reduction of commutation torque ripple of the motor.

4. Experimental Results and Analysis

In order to verify the correctness of the theoretical analysis and the effectiveness of the proposed strategy, an experimental platform was built. In the experimental platform, the AC power source is provided by a 6813C Keysight, the single-phase diode rectifier uses PB3510, the inverter and IGBT of DC-link switch use FGA25N120AN, and the motor load is provided by a Magtrol motor test system. Table 2 lists the BLDCM parameters and the AC power parameters of the experimental platform. According to the BLDCM parameters in Table 2, Uab = 185 V in Equation (4) can be calculated.
Table 2. The BLDCM system parameters and AC power parameters of the experimental platform.
Since the electromagnetic torque is proportional to the non-commutation current, the electromagnetic torque ripple can be approximately calculated to the non-commutation current ripple, and according to section 3.43 of IEC 60034-20-1, the torque ripple rate KrT is defined as
K rT = T high T low T high + T low × 100 %
where Thigh and Tlow are the maximum and minimum torque in a period of time, respectively.

4.1. Experimental Results and Analysis at High Speed

When the motor runs at a high speed, the amplitude of the phase back-EMF is larger. The DC-link capacitor voltage may not satisfy Equation (16), which will result in failure to reduce the commutation torque ripple or an unsatisfactory reduction effect. Therefore, the boost control strategy proposed in this paper can improve the DC-link voltage to satisfy Equation (16).
Figure 9 shows the experimental results of the traditional control strategy and the proposed control strategy, respectively, under the high-speed condition (600 r/min, 0.89 N·m). In Figure 9, the experimental results from top to bottom are the three-phase current, the DC-link voltage UD_link, the DC-link capacitance voltage Ucap, the electromagnetic torque and the commutation signal com.
Figure 9. Experimental results under the high-speed condition (600 r/min, 0.89 N·m): (a) traditional strategy (b) proposed strategy.
Figure 9a shows the experimental waveform of the traditional control strategy. In the traditional control strategy, it can be seen from Figure 9a that the DC-link voltage waveform changes periodically and that the maximum voltage of the DC-link capacitor is only maintained at the amplitude of AC power source. Since the traditional strategy does not reduce the commutation torque ripple, the non-commutation current rippled significantly during the commutation period, which caused the motor torque ripple greatly. The motor torque ripple rate KrT calculated through Equation (17) was 31.76%.
Figure 9b shows the experimental waveform of the proposed control strategy. In the proposed control strategy, the boost control mode is adopted in Zone B. It can be seen from Figure 9a that the DC-link capacitor voltage increased gradually and the non-commutation current ripple decreased significantly during the commutation period. The motor torque ripple rate KrT calculated through Equation (17) was 25.53%.
From the comparison experiment in Figure 9a,b, under the same operation condition, the proposed strategy had no influence on the operation of the motor. Moreover, the proposed strategy made the three-phase current waveform more stable during the motor operation period. Through Equation (17), the motor torque ripple rate KrT can be calculated. According to the calculation results, the torque ripple of the motor was significantly reduced under the proposed strategy.
In order to more clearly demonstrate the effectiveness of the proposed method in maintaining the stability of non-commutation current and reducing commutation torque ripple, the phase current, DC-link voltage and commutation signal waveforms of the traditional control strategy and the proposed control strategy in Figure ere arwe amplified. The blue block area was selected for zooming in Figure 9 and the amplified waveforms are shown in Figure 10.
Figure 10. Enlarged view of the experimental results under the high-speed condition (600 r/min, 0.89 N·m): (a) traditional strategy (b) proposed strategy.
Figure 10a,b are, respectively, the amplified waveforms of Figure 9a,b during the same commutation period. The experimental waveforms shown in Figure 10 from top to bottom are, respectively, the three-phase current of the motor, the DC-link voltage UD_link and the commutation signal com.
As shown in Figure 10a, in the traditional control strategy there is a great difference between the rising rate of the motor’s positive conducting phase current iA and the falling rate of the outgoing phase current iC during the commutation period, thus resulting in a non-commutation phase current iB with a great ripple. It can also be seen from Figure 10a that the commutation time of the motor is longer in the traditional control strategy.
As shown in Figure 10b, in the proposed control strategy, due to the DC-link voltage boost control mode, it can be seen the DC-link voltage waveform in Zone B is in a pulse pattern. During the commutation period, the rising rate of the positive conducting phase current iA is basically consistent with the falling rate of the outgoing current iC, thus resulting in a non-commutation phase current iB with less ripple. It can also be seen from Figure 10b that the commutation time of the motor is effectively reduced in the proposed control strategy.
From the comparison experiment in Figure 10a,b, compared with the traditional control strategy, the proposed strategy can effectively maintain the same rising rate of the positive conducting phase current and the falling rate of the outgoing current during the commutation period, thus maintaining the stability of the non-commutative current. At the same time, the commutation time of the motor was further shortened.

4.2. Experimental Results and Analysis at Low Speed

When the motor runs at low speed, the amplitude of the phase back-EMF is small. The DC-link capacitor voltage meets the high voltage required during commutation in the whole cycle, and the condition of Equation (16) is satisfied. At this time, the commutation torque ripple can be reduced without the DC-link boost control of the brushless DC motor.
Figure 11 shows the experimental results of the traditional strategy and the proposed strategy, respectively, when the motor runs at the low speed condition (200 r/min, 0.89 N·m). The experimental waveforms shown in Figure 11 from top to bottom are the three-phase current, the DC-link voltage UD_link, the DC chain capacitance voltage Ucap, the electromagnetic torque Tor and the commutation signal com.
Figure 11. Experimental results under the low speed condition (200 r/min, 0.89 N·m): (a) traditional strategy (b) proposed strategy.
Figure 11a shows the experimental waveform of the traditional control strategy. In the traditional control strategy, it can be seen from Figure 9a that the DC-link voltage waveform changes periodically and the maximum voltage of the DC-link capacitor is only maintained at the amplitude of AC power source. During the commutation period, the non-commutation current has a significant ripple and the motor torque ripple rate KrT calculated through Equation (17) is 24.3%.
Figure 11b shows the experimental waveform of the proposed control strategy. In the proposed control strategy, the DC-link voltage met the voltage of motor demand during the commutation period at low speed operation. Thus, the boost control mode was not adopted. It also can be seen from Figure 11b that the DC-link voltage waveform changed periodically and that the maximum voltage of DC-link capacitor was only maintained at the amplitude of the AC power source. The commutation torque ripple can be reduced simply by opening the DC-link switch during the commutation period. The motor torque ripple rate KrT calculated through Equation (17) was 22.7%.
By comparing the above experimental results, it can be found that, in the low speed operation condition, the commutation frequency of the motor decreased with the decrease to the motor speed. Compared with the traditional control strategy, the non-commutation current fluctuation of the motor was improved and the torque fluctuation of the motor was reduced. At the low speed operation condition, the motor commutation frequency decreased. The proportion of torque ripple caused by the motor commutation was cut down and the torque ripple of the brushless DC motor was mainly caused by the ripple of the DC-link power source. Therefore, the proposed commutation torque ripple reduction strategy in this paper had no obvious effect at the low speed operation condition.

4.3. Controller Design

In order to verify the dynamic response performance of the strategy proposed in this paper, the experimental test platform was used to carry out the dynamic response experiment with the speed rising from 200 r/min to 600 r/min, and the load torque was always at 0.89 N·m.
Figure 12 shows the dynamic experimental results of motor speed under the proposed control strategy. The experimental waveforms from top to bottom are motor reference speed n*, actual speed n, motor three-phase current, DC-link voltage UD_link and DC-link capacitance voltage Ucap.
Figure 12. Dynamic response of speed variation in the proposed strategy (TL = 0.89 N·m): (a) overall view; (b) enlarged view.
Figure 12a shows the dynamic experimental results of the motor speed rising from 200 r/min to 600 r/min. It can be seen that the actual motor speed n changed with the change to the reference speed n*, and the change rate was consistent with the reference speed n*. The motor dynamic operation is very stable.
Figure 12b shows zoomed-in waveforms of dynamic experimental results of the motor speed in Figure 12a. As the motor speed increased, the amplitude of the phase back-EMF increased, and the DC-link capacitor voltage did not meet Equation (16). It can be seen from the Figure 12 that when the motor speed rises to about 400 r/min approximately, the DC-link boost energy storage mode begins in Zone B, and the DC-link capacitor meets the high voltage required during commutation period. The commutation torque ripple can be reduced.

5. Conclusions

Based on the BLDCM system with a DC-link small capacitor powered by an AC power source, this paper proposes a control method to reduce the commutation torque ripple using DC-link voltage boost technology and verifies the effectiveness of the proposed control method through experiments. The advantages of the proposed control method are as follows:
(1)
There is no need to set up an auxiliary boost circuit, and it is completed only by the characteristics of the motor inductance so that the DC-link capacitor can meet the high voltage required during the commutation period of the brushless DC motor.
(2)
The proposed strategy in this paper reduces the commutation torque ripple of the motor while maintaining the normal operation of the motor. Compared with traditional methods, the influence of the commutation torque ripple on the operation of the motor as reduced, and the stability of the motor system was improved. The proposed strategy is beneficial to the application of brushless DC motors in the field of high precision and high stability requirements.

Author Contributions

Conceptualization, X.L. and W.C.; data curation, X.G.; formal analysis, L.Y.; funding acquisition, X.L. and L.Y.; investigation, X.G.; methodology, X.L. and H.Y.; project administration, X.L.; resources, L.Y.; software, H.Y.; supervision, W.C.; validation, H.Y.; visualization, X.G.; writing—original draft, H.Y. All authors will be informed about each step of manuscript processing including submission, revision, revision reminder, etc. via emails from our system or assigned Assistant Editor. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by The National Natural Science Foundation of China, grant number 52077155, and The Fundamental Research Funds for the Central Universities from the Civil Aviation University of China, grant number 3122020024.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Scapini, R.Z.; Bellinaso, L.V.; Michels, L. Stability Analysis of AC–DC Full-Bridge Converters With Reduced DC-Link Capacitance. IEEE Trans. Power Electron. 2018, 33, 899–908. [Google Scholar] [CrossRef]
  2. Huh, N.; Park, H.; Lee, M.H.; Kim, J. Hybrid PWM Control for Regulating the High-Speed Operation of BLDC Motors and Expanding the Current Sensing Range of DC-link Single-Shunt. Energies 2019, 12, 4347. [Google Scholar] [CrossRef] [Green Version]
  3. Liu, Y.; Zhao, J.; Xia, M.; Luo, H. Model Reference Adaptive Control-Based Speed Control of Brushless DC Motors With Low-Resolution Hall-Effect Sensors. IEEE Trans. Power Electron. 2014, 29, 1514–1522. [Google Scholar]
  4. Achary, R.K.; Durgaprasanth, S.; Nagamani, C.; Ilango, G.S. A Simple Voltage Modulator Scheme for Torque Ripple Minimization in a Permanent Magnet Brushless DC Motor. IEEE Trans. Power Electron. 2020, 35, 2809–2818. [Google Scholar] [CrossRef]
  5. Carlson, R.; Lajoie-Mazenc, M. Analysis of torque ripple due to phase commutation in brushless DC machines. IEEE Trans. Ind. Appl. 1992, 28, 623–638. [Google Scholar] [CrossRef]
  6. Shchur, I.; Jancarczyk, D. Electromagnetic Torque Ripple in Multiple Three-Phase Brushless DC Motors for Electric Vehicles. Electronics 2021, 10, 3097. [Google Scholar] [CrossRef]
  7. Cao, Y.; Shi, T.; Niu, X.; Li, X.; Xia, C. A Smooth Torque Control Strategy for Brushless DC Motor in Braking Operation. IEEE Trans. Energy Convers. 2018, 33, 1443–1452. [Google Scholar] [CrossRef]
  8. Song, J.; Choy, I. Commutation torque ripple reduction in brushless DC motor drives using a single DC current sensor. IEEE Trans. Power Electron. 2004, 19, 312–319. [Google Scholar] [CrossRef]
  9. Xia, C.; Wang, Y.; Shi, T. Implementation of Finite-State Model Predictive Control for Commutation Torque Ripple Minimization of Permanent-Magnet Brushless DC Motor. IEEE Trans. Ind. Electron. 2013, 60, 896–905. [Google Scholar] [CrossRef]
  10. Xia, K.; Ye, Y.; Ni, J.; Wang, Y.; Xu, P. Model Predictive Control Method of Torque Ripple Reduction for BLDC Motor. IEEE Trans. Magn. 2020, 56, 1–6. [Google Scholar] [CrossRef]
  11. Shi, T.; Cao, Y.; Jiang, G.; Li, X.; Xia, C. A Torque Control Strategy for Torque Ripple Reduction of Brushless DC Motor With Nonideal Back Electromotive Force. IEEE Trans. Ind. Electron. 2017, 64, 4423–4433. [Google Scholar] [CrossRef]
  12. Shi, T.; Guo, Y.; Song, P.; Xia, C. A New Approach of Minimizing Commutation Torque Ripple for Brushless DC Motor Based on DC–DC Converter. IEEE Trans. Ind. Electron. 2010, 57, 3483–3490. [Google Scholar] [CrossRef]
  13. Li, X.; Xia, C.; Cao, Y.; Chen, W.; Shi, T. Commutation Torque Ripple Reduction Strategy of Z-Source Inverter Fed Brushless DC Motor. IEEE Trans. Power Electron. 2016, 31, 7677–7690. [Google Scholar] [CrossRef]
  14. Jiang, G.; Xia, C.; Chen, W.; Shi, T.; Li, X.; Cao, Y. Commutation Torque Ripple Suppression Strategy for Brushless DC Motors With a Novel Noninductive Boost Front End. IEEE Trans. Power Electron. 2018, 33, 4274–4284. [Google Scholar] [CrossRef]
  15. Vogelsberger, M.A.; Wiesinger, T.; Ertl, H. Life-Cycle Monitoring and Voltage-Managing Unit for DC-Link Electrolytic Capacitors in PWM Converters. IEEE Trans. Power Electron. 2011, 26, 493–503. [Google Scholar] [CrossRef]
  16. Jung, H.; Chee, S.; Sul, S.; Park, Y.; Park, H.; Kim, W. Control of Three-Phase Inverter for AC Motor Drive With Small DC-Link Capacitor Fed by Single-Phase AC Source. IEEE Trans. Ind. Appl. 2014, 50, 1074–1081. [Google Scholar] [CrossRef]
  17. Samitha Ransara, H.K.; Madawala, U.K. A Torque Ripple Compensation Technique for a Low-Cost Brushless DC Motor Drive. IEEE Trans. Ind. Electron. 2015, 62, 6171–6182. [Google Scholar] [CrossRef]
  18. Maharajan, M.P.; Xavier, S.A.E. Design of Speed Control and Reduction of Torque Ripple Factor in BLdc Motor Using Spider Based Controller. IEEE Trans. Power Electron. 2019, 34, 7826–7837. [Google Scholar] [CrossRef]
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Article Metrics

Citations

Article Access Statistics

Multiple requests from the same IP address are counted as one view.