Rotor Position Alignment of FSTPI Based PMSM Drive Using Low Frequency Signal Injection
Rotor Position Alignment of FSTPI Based PMSM Drive Using Low Frequency Signal Injection
Ozturk, Salih Baris;Kivanc, Omer Cihan;Aksoz, Ahmet;Hegazy, Omar
applied sciences Article Rotor Position Alignment of FSTPI Based PMSM Drive Using Low Frequency Signal Injection 1, ,†,‡ 2,‡ 3,4,‡ 3,4,‡ Salih Baris Ozturk * , Omer Cihan Kivanc , Ahmet Aksoz and Omar Hegazy Department of Electrical Engineering, Istanbul Technical University, Istanbul 34469, Turkey Department of Electrical and Electronics Engineering, Istanbul Okan University, Istanbul 34959, Turkey; email@example.com MOBI Research Group, ETEC Department, Vrije Universiteit Brussel (VUB), 1050 Brussels, Belgium; firstname.lastname@example.org (A.A.); email@example.com (O.H.) MOBI Core-Lab, Flanders Make, 3001 Heverlee, Belgium * Correspondence: firstname.lastname@example.org; Tel.: +90-212-285-6748 † Current address: Department of Electrical Engineering, Istanbul Technical University, Istanbul 34469, Turkey. ‡ These authors contributed equally to this work. Received: 18 September 2020; Accepted: 19 October 2020; Published: 22 October 2020 Abstract: A PMSM drive with an incremental encoder or using sensorless control requires alignment to a predetermined rotor position (initial position) or initial rotor position detection at start-up. It is desired to lock the rotor to a known state (usually zero angle) at start-up if the initial rotor position detection is not available or difﬁcult to obtain. In this work, a simple and proper zero angle initial rotor position alignment of four-switch three-phase (FSTP) inverter-based PMSM drive is proposed. Low-frequency voltage signal is applied to the d-axis voltage reference of the open-loop FSTPI based PMSM drive scheme without requiring complex trigonometric calculations, PI current regulators and current sensing. Therefore, ﬂuctuated capacitor voltages at the DC-link are obtained allowing current ﬂown through phase a locking the rotor with zero angle, properly. The proposed method has been implemented using a low-cost FSTP voltage source inverter (VSI) for PMSM drive with a ﬂoating-point TMS320F28335 DSP. The effectiveness and the feasibility of the proposed zero angle initial rotor position alignment method for PMSM driven by FSTP inverter have been demonstrated through experimental results. Keywords: permanent magnet synchronous motor (PMSM); four-switch three-phase (FSTP) inverter; reduced switch inverter; initial position alignment; signal injection 1. Introduction In many applications such as in light electric vehicles and consumer products, low power is desired. The utilization of a cost-effective three-phase inverter is crucial to decrease the cost of the drive system. This can be achieved by eliminating two semi-conductors in the inverter topology making it four-switch three-phase inverter, as shown in Figure 1a [1–4]. For sensorless operations where the initial rotor position detection is not available or starting from an unknown rotor position is not possible, aligning or locking the rotor to a predetermined position is inevitable for proper starting of PMSM . Additionally, for sensored operation of PMSM drives where incremental optical encoder is used as the position sensor, the initial rotor position is not known, therefore the alignment procedure is mandatory . The precise rotor position must be identiﬁed before starting the motor and after the DC-link is at full capacity. The PMSM has to be energized by a selected voltage vector or sequence of voltage vectors to align the rotor to the predeﬁned position. In studies using sensorless control and incremental encoders in Appl. Sci. 2020, 10, 7397; doi:10.3390/app10217397 www.mdpi.com/journal/applsci Appl. Sci. 2020, 10, 7397 2 of 13 sensor based AC drives, methods for determination of initial rotor position and alignment to zero angle have not been investigated for the FSTP inverter. Locking the rotor to a known position (especially zero angle), as shown in Figure 1b at start-up is easily performed in classical six-switch three-phase (SSTP) inverters using conventional techniques, however zero angle alignment with classical methods do not work in case of an FSTP inverter due to the fact that the DC-link voltage is at full capacity and one phase (phase a which is set to align with zero position and d-axis rotor ﬂux linkage vector) of the PMSM is mounted to the midpoint of the split capacitors in the DC-link, as shown Figure 1a such that all the four non-zero voltage vectors aligned with the ab–axes. Therefore, simpliﬁed space vector pulse width modulation (SVPWM) generation in FSTP based inverter is achieved [7–9]. In the classical rotor alignment procedure of the PMSM drive with vector control scheme, enough d-axis constant current is injected to overcome the load, inertia and friction in the vector controlled scheme whilst q-axis current reference is set to zero with zero position input applied to the co-ordinate transformations such as Park and inverse Park prior to startup, therefore the rotor ﬂux is aligned with the stator ﬂux which is set to zero degree position . The main disadvantages of such conventional techniques are that they are mainly dependent on PI regulators and can be easily applicable to six-switch inverter based PMSM drives without causing severe degradation at the startup procedure. Moreover, with the classical rotor position alignment method, dynamic performance strongly relies on the bandwidth of the current control loop and the parameters of the d- and q-axes current regulators. High and low frequency pulse signal injection methods are investigated for the sensorless control of PM machines in classical six-switch three-phase inverters [11–13]. However, these studies are intended to estimation of initial rotor position. In the FSTP inverter fed PMSM drive, classical alignment procedure with d-axis current regulator with zero position applied to the co-ordinate transformations that is used for three-phase six-switch (SSTP) inverter generates improper voltage vectors that does not perform alignment to zero angle when phase a (d-axis zero angle position) is attached to the mid-point of the split capacitors. In , a simple sector determination scheme for a normalized SVPWM is proposed for the FSTP inverter without voltage or position sensors such that the complex calculations are eliminated in the controller. Although, the sector determination algorithm is developed for SVPWM, no discussion has been given on obtaining a zero angle initial rotor position alignment. Current and torque ripple minimization incorporating SVPWM are also reported in  for FSTP inverters where the compensation techniques are employed for PMSM drives to reduce the unbalancing and current and torque distortion in FSTP inverters. However, the main focus in this work is to reduce the oscillation observed in current and torque waveforms due to the nature of FSTP inverters. Therefore, in this study, no details have been given on the encoder type or about the initial rotor position detection methodology. A study in the literature given in  discusses the initial rotor position alignment issue of the FSTP inverters. The solution to this problem explained in , which is locking the rotor with line-to-line voltage is possible but does not acquire zero angle alignment. In this paper, the proper rotor position alignment methodology to a predetermined zero angle position is developed for the FSTP driven PMSM drive. It is shown that the rotor position can be aligned to zero electrical degree position properly using low-frequency d-axis synchronous reference frame voltage in which the desired constant virtual zero position is applied to the co-ordinate transformation (inverse Park transformation) without using classical closed loop dq–axes current regulators. Thus, correct zero position alignment is achieved in a short amount of time for the FSTP inverter based PMSM drive at start-up. The proposed initial zero angle rotor position alignment method is simple and therefore is eligible for real-time implementation of cost effective four-switch PMSM drives. Appl. Sci. 2020, 10, 7397 3 of 13 Appl. Sci. 2020, 0, 5 3 of 13 − b PMSM (a) Unknown Initial Rotor Position Stator Flux Aligned Rotor Position (b) Figure 1. PMSM drive using four-switch three-phase (FSTP) VSI with stator and rotor ﬂux linkage Figure 1. PMSM drive using four-switch three-phase (FSTP) VSI with stator and rotor ﬂux linkage vectors: (a) Phase–a is wired to the middle of the two DC-link capacitors; (b) rotor alignment process. vectors: (a) Phase–a is wired to the middle of the two DC-link capacitors; (b) rotor alignment process. 2. Deﬁnition of Problem and the Proposed Signal Injection-Based Initial Zero Angle Rotor 2. Deﬁnition of Problem and the Proposed Signal Injection-Based Initial Zero Angle Rotor Position Alignment Method for FSTP Inverter Position Alignment Method for FSTP Inverter The simplest approach to align/lock the rotor to a known initial position in the FSTP inverter The simplest approach to align/lock the rotor to a known initial position in the FSTP inverter fed PMSM drive before starting is performed by applying a constant voltage vector to the stator fed PMSM drive before starting is performed by applying a constant voltage vector to the stator phases to produce a stationary magnetic ﬁeld and the rotor aligns itself naturally onto this stator ﬁeld. phases to produce a stationary magnetic ﬁeld and the rotor aligns itself naturally onto this stator ﬁeld. However, one phase (phase a) is mounted to the mid-point of the capacitors for the FSTP topology, However, one phase (phase a) is mounted to the mid-point of the capacitors for the FSTP topology, therefore under constant voltage input no current will ﬂow through phase a which does not allow ther aligning efore under the rotor constant position voltage to the desir input edno zercurr o angle. ent will ﬂow through phase a which does not allow aligning Fluctuations the rotor position in the two to the capacitor desired voltages zero angle. V and V exist that produce a deviation of the C C 1 2 non-zero voltage vectors from their previous position, as shown in Figure 2. This can easily be Fluctuations in the two capacitor voltages V and V exist that produce a deviation of the C C 1 2 overcome in the SSTP inverter where all phases can be controlled by the corresponding switches on non-zero voltage vectors from their previous position, as shown in Figure 2. This can easily be each of the inverter legs. In the proposed alignment scheme at the startup process for FSTP inverter overcome in the SSTP inverter where all phases can be controlled by the corresponding switches on based PMSM drives, the pulse width modulated low-frequency d-axis voltage reference signal is each of the inverter legs. In the proposed alignment scheme at the startup process for FSTP inverter injected to phase a through phase b and c allowing current to be ﬂown in phase a and therefore proper based PMSM drives, the pulse width modulated low-frequency d-axis voltage reference signal is rotor position alignment to zero angle is achieved. injected to phase a through phase b and c allowing current to be ﬂown in phase a and therefore proper rotor position alignment to zero angle is achieved. Appl. Sci. 2020, 10, 7397 4 of 13 Figure 2. Non-zero voltage vectors of the FSTP VSI under low-frequency signal injection (LFSI) applied to the d-axis synchronous reference frame. 3. Mathematical Analysis of the Proposed Zero Angle Initial Rotor Position Alignment Scheme For proper zero angle rotor position alignment in FSTP inverter based PMSM drive, open-loop voltage control with d-axis low-frequency ( f = 50 Hz) reference signal V = V sin(w t) is injected LF LF LF along with V = 0 to the drive scheme, as shown in Figure 3. By injecting the ﬂuctuated voltage signal to the d-axis, constant V /2 voltage with ﬂuctuated AC components are generated on the upper and DC lower capacitor voltages given by V = V /2 kV sin(w t) C DC LF LF (1) V = V /2 + kV sin(w t) C DC LF LF where k is the resultant AC voltage amplitude constant k = in the DC-link capacitors 2CjZ jw EQ LF due to the motor parameters, capacitor values, and the injected signal frequency. j Z j is the EQ equivalent impedance when phase a is energized and phase b and c are shorted under voltage signal injection. As a result, current ﬂows in phase a and therefore alignment to zero position is achieved. The magnitude of V and injected signal frequency f determine the time elapse LF LF to lock the rotor to the desired zero angle position. Using Equation (1), the four active voltage vectors under low-frequency d-axis signal injection case are tabulated in Tables 1 and 2. Appl. Sci. 2020, 10, 7397 5 of 13 FSTPI Gate SV Signals PWM b a c PMSM Figure 3. Block diagram of the proposed LFS injection based zero angle initial rotor position alignment for FSTP inverter-fed PMSM drives. Table 1. Non-zero voltage vectors of FSTP inverter with DC-link ﬂuctuations under LF signal injection. Voltage Vector V (S S ) Voltage Space Vector ( V ) 1 3 s V (0 0) V /3 + (2/3)kV sin(w t) LF LF 1 DC V (1 0) (2/3)kV sin(w t) + j(V / 3) 2 LF LF DC V (1 1) (2/3)kV sin(w t) j(V / 3) 3 LF LF DC V (0 1) V /3 + (2/3)kV sin(w t) 4 DC LF LF Table 2. Non-zero voltage vectors of FSTP inverter with DC-link ﬂuctuations under LF signal injection at 0 , 90 , 180 , and 270 . ! ! V(S S ) j V (@ q = 0 , 180 )j j V (@ q = 90 , 270 j 1 3 s LF s LF V (0 0) V /3 (V 2kV )/3 1 DC DC LF 2 2 2 V (1 0) V / 3 ( 3V + 4k V )/3 2 DC DC LF 2 2 V (1 1) V / 3 ( 3V + 4k V )/3 3 DC DC LF V (0 1) V /3 (V 2kV )/3 4 LF DC DC Analysis of Inverter Capacitor Effect Since the circuit given in Figure 4 has stator resistances, damping occurs in the system. Resonance will naturally be determined by the damping of the circuit irrespective of the applied low-frequency AC signal. If the circuit is underdamped, the system resonates otherwise the circuit operates as overdamped without resonance. The circuit in Figure 4 has a damping factor calculated as 3R C z = (2) 2 3L Since the damping factor z = 2.4042 is greater than 1, the system behaves as overdamped without oscillation. The critically damped condition of the circuit occurs at 12L C = (3) 9R where R is stator resistance, L is stator inductance and C = C = C = 380 F considering the electrical s s 1 2 TM machine parameters are constant. The Semikron SEMITEACH inverter that has been used in this Appl. Sci. 2020, 10, 7397 6 of 13 system has two 2200 F capacitors. Since the calculated damping factor in Equation (2) is greater than 1 with the already built-in capacitors in the inverter, the system acts as overdamped without oscillation. R L R L n a Figure 4. Electrical circuit of the zero angle LFS injection for FSTP inverter based PMSM drive. 4. Determination of k Constant Applying inverse Park transformation in Figure 3 of the open-loop voltage control of FSTP inverter based PMSM drive, reference ab–axes voltages are obtained as V = V cos0 V sin0 = V a q d d (4) V = V cos0 + V sin0 = 0 b q Assuming 0 electrical position occurs at the border of Sector I and IV, duty ratios T and T in the SVPWM calculations can be derived as T = 1 X (1 X Y)/2 (5) T = T Y = 1 X + (Y + X 1)/2 Y = (1 X)/2 (6) c b where X = 3/2V and Y = V /2 = 0. Actual leveled duty cycles are expressed as T = T = 2(T 1/2) = b b 2((1 X)/2 1/2) = X = (7) 3/2V Therefore, b– and c–axes LFS injection based voltages applied to the motor terminals are given as V = V = V sin(w t) (8) b c LF LF An equivalent circuit of the zero angle alignment of PMSM drives with LFS injection based on an FSTP inverter can be drawn in terms of inverter and motor parameters, as shown in Figure 4 where L and R are the motor inductance and resistance. C is the capacitor of the FSTP inverter. DC voltage ripples on capacitors can be obtained by solving the circuit illustrated in Figure 4. The amplitude of the equivalent impedance of Figure 4 can be derived as 2 2 3R 3w LC 1 LF (9) jZ j = + EQ 2 2w C LF Appl. Sci. 2020, 10, 7397 7 of 13 Solving V (t) in Figure 4 yields V (t) = V cos(w t) (10) C LF LF 2C j Z j w EQ LF 5. Implementation and Experimental Results To validate the feasibility of the proposed scheme, an experimental platform of the FSTP inverter for PMSM drive is set up which is shown in Figure 5. Comparative experimental studies of the proposed smooth initial rotor position alignment method and the classical method have been conducted on a 1 kW FSTP inverter fed PMSM drive. The stator resistance and inductance of the PMSM are 3.4 W and 3.3 mH, respectively. The rotor magnetic ﬂux linkage is 0.095 Wb. The DC-link voltage measurements are performed by Tektronix TPP0200 model passive voltage probes with 300 V max. range and up to 200 MHz bandwidth. The voltage probes are used with the voltage ampliﬁers. The current probe used in the system is Fluke 80i-110s with (3% + 50 mA) accuracy at 10 A and 100 A range. Rotor position and speed are obtained by HEDSS ICU4809 incremental encoder with 2500 ppr with up to 120 kHz response frequency. Figures 6–9 illustrate the experimental results of the mechanical rotor positions and DC-link capacitor voltages using conventional and the proposed methods under fan type load, respectively. Figures 10 and 11 represent phase a current and mechanical rotor speed using the proposed method under V = 400 V with C and C are 2200 F, respectively. In Figure 6, classical rotor DC 1 2 alignment with the proper constant d-axis voltage value using virtual zero angle is applied as a reference with q-axis voltage is set to zero. The rotor is deviated too much from the desired zero angle from the initial position of 20 mechanical degrees. Its ﬁnal position is around 90 mechanical degrees, as shown in Figure 6. Tektronix Oscilloscope SEMIKRON Center Inverter Magtrol DSP6001 Tap TM eZdsp & Dynamometer Interface Card Controller Signal Cond. Card Integrated Incremental Torque/Speed Encoder PMSM Hysteresis Transducer Brake Figure 5. A 1 kW experimental test-bed. Appl. Sci. 2020, 10, 7397 8 of 13 Time [0.3 s/div] Figure 6. Mechanical rotor position of the PMSM drive under classical alignment procedure at start-up. Operating at: 0.25 pu d-axis voltage and zero q-axis voltage with 10 kHz switching frequency under fan type loading condition. Time [0.3 s/div] Figure 7. Mechanical rotor position of the proposed zero angle LFS injection based PMSM drive with FSTP inverter. Operating at: 0.25 pu d-axis voltage and zero q-axis voltage with 10 kHz switching frequency under fan type loading condition. Mechanical Rotor Position [15 deg./div] Mechanical Rotor Position [70 deg./div] Appl. Sci. 2020, 10, 7397 9 of 13 Time [0.3 s/div] Figure 8. DC-link capacitor voltages of the PMSM drive under classical alignment procedure at start-up. Operating at: 0.25 pu d-axis voltage and zero q-axis voltage with 10 kHz switching frequency under fan type loading condition. Time [0.04 s/div] Figure 9. Steady-state DC-link capacitor voltages of the proposed zero angle LFS injection based PMSM drive with FSTP inverter. Operating at: 0.25 pu d-axis voltage and zero q-axis voltage with 10 kHz switching frequency under fan type loading condition. Capacitor Voltages [5 V/div] Capacitor Voltages [50 V/div] Appl. Sci. 2020, 10, 7397 10 of 13 Time [0.01 s/div] Figure 10. Phase a current at steady-state of the proposed zero angle LFS injection based PMSM drive with FSTP inverter. Operating at: 0.25 pu d-axis voltage and zero q-axis voltage with 10 kHz switching frequency under fan type loading condition. Time [0.3 s/div] Figure 11. Mechanical rotor speed of the proposed zero angle LFS injection based PMSM drive with FSTP inverter. Operating at: 0.25 pu d-axis voltage and zero q-axis voltage with 10 kHz switching frequency under fan type loading condition. It is seen in Figure 7 that under f = 50 Hz LFS injection with 0.25 pu d-axis voltage LF amplitude reference, proper zero angle alignment is successfully achieved. Initial rotor position is set to 20 mechanical degrees. After 1.2 s, the rotor locks to the zero mechanical degree position with the proposed method as opposed to the classical one in which the alignment procedure to zero angle is not successful, as shown in Figure 6. The rotor is aligned to a negative position using the classical alignment method. Since only DC capacitor voltages exist in the classical zero angle alignment method, no current ﬂows through the phase which is mounted to the center point of the capacitors. Therefore, the alignment procedure is unsuccessful. Mechanical Rotor Speed [37.5 rpm/div] Phase-a Current [2.5 A/div] Appl. Sci. 2020, 10, 7397 11 of 13 With the proposed scheme, LF signal allows ﬂuctuation on the DC-link offset voltage, as shown in Figure 9 enabling current ﬂowing through the center tap connected to phase a which results in proper zero rotor angle alignment. The amplitude of the ﬂuctuated DC-link voltages matches with the k value that is theoretically calculated in Equation (10). The frequency of oscillated DC-link voltages equals to the injected LF signal frequency. Steady-state phase a current waveform is given in Figure 10. It is seen that no low frequency ﬂuctuations are reported on the phase current. This will not cause mechanical oscillation in the motor when the rotor is locked with the zero angle. When the rotor is aligned to the proper zero position, the speed of the rotor is dropped to zero as well at the same time with the position, as shown in Figure 11. The sensitivity analysis based on the input applied voltage amplitude V and the injected LF signal frequency f versus the time duration of the alignment are depicted in the Table 3. It is LF observed in the sensitivity analysis that when the V / f ratios is around 0.005, the faster alignment is achieved. The motor current increases when the input voltage amplitude is selected higher than 0.25 pu which is selected to be the optimum voltage amplitude. If the inertia and/or load of the system are higher than expected, a proper offset can be added as a bias to the injected signal to achieve zero angle alignment. Since the application of this method is only used for the initial alignment procedure, it will only run for a few seconds. Table 3. The sensitivity analysis results based on the input applied voltage amplitude V , the injected LF signal frequency f versus the time duration of the alignment. LF V (pu) f (Hz) Alignment Time (s) LF LF 0.1 pu 50 Hz 11 s 0.1 pu 40 Hz 9 s 0.1 pu 30 Hz 2.8 s 0.1 pu 20 Hz 2.2 s 0.2 pu 50 Hz 2.2 s 0.2 pu 40 Hz 1.5 s 0.2 pu 30 Hz 1.9 s 0.2 pu 20 Hz 2 s 0.25 pu 50 Hz 1.2 s 0.25 pu 40 Hz 1.3 s 0.25 pu 30 Hz 1.4 s 0.25 pu 20 Hz 1.5 s As can be seen in Table 3 that higher V values with proper injected frequency (close to the motor LF nominal operating frequency) considering the V / f ratio generate more V (t) at the DC-link and the alignment time is reduced. The optimum V amplitude is selected to be 25% of the nominal voltage LF at 50 Hz (nominal operating frequency of the motor). The proposed zero angle rotor position alignment method at start-up could be used in applications such as centrifugal pump, fan and blower where initially light load or no-load occur including permanent magnet synchronous generators that are mounted on small scale wind turbines. Since the basis of the proposed method is an open-loop, alignment time depends on the system inertia, applied voltage, and the frequency of the injected signal. After the alignment procedure is completed, switching to the closed-loop control algorithm is enabled which drives the four-switch PMSM system. If the desired zero rotor position has not been achieved while the speed is not close to zero for a certain amount of time, the applied frequency is lowered properly to speed up the alignment procedure. Appl. Sci. 2020, 10, 7397 12 of 13 6. Conclusions A simple and smooth zero angle initial rotor position alignment scheme using low-frequency signal injection (LFSI) that is applied to the d-axis voltage reference is proposed for FSTP inverter-fed open-loop PMSM drives at start-up. Therefore, by having the AC signal injected to the d-axis synchronous voltage reference frame, fluctuated capacitor voltages V and V are obtained allowing current flow through C C 1 2 phase a locking the rotor at a zero angle. The proposed method does not require complex trigonometric calculations and PI current regulators, and it is desirable for real-time implementation of reduced cost four-switch three-phase PMSM drives. Experimental results validate the effectiveness and the feasibility of the proposed alignment method for PMSM driven by an FSTP inverter. Author Contributions: S.B.O. conceived the idea of the research, supervise this research study and participated in all of the study phases; O.C.K. and A.A. contributed software development and writing—original draft preparation; O.H. provided guidance, reviewed the results and edited the manuscript. All authors have read and agreed to the published version of the manuscript. Funding: This work was partially supported by The Scientiﬁc and Technological Research Council of Turkey (TUBITAK) (grant 112E263). Acknowledgments: Authors acknowledge Flanders Make for the support of this research study. Conﬂicts of Interest: The authors declare no conﬂict of interest. References 1. Kivanc, O.C.; Ozturk, S.B. Low-Cost Position Sensorless Speed Control of PMSM Drive Using Four-Switch Inverter. Energies 2019, 12, 741. [CrossRef] 2. Li, W.; Xuan, S.; Gao, Q.; Luo, L. Investigation of a four-switch four-leg inverter: Modulation, control, and application to an IPMSM drive. IEEE Trans. Ind. Electron. 2019, 66, 7633–7642. [CrossRef] 3. Uddin, M.N.; Radwan, T.S.; Rahman, A. Fuzzy-logic-controller-based cost-effective four-switch three-phase inverter-fed IPM synchronous motor drive system. IEEE Trans. Ind. Appl. 2006, 42, 21–30. [CrossRef] 4. Su, J.; Sun, D. A Simpliﬁed MPCC for four-switch three-phase inverter-fed PMSM. Electron. Lett. 2017, 53, 1108–1109. [CrossRef] 5. Sun, D.; Su, J.; Sun, C.; Nian, H. A simpliﬁed MPFC With capacitor voltage offset suppression for the four-switch three-phase inverter-fed PMSM drive. IEEE Trans. Ind. Electron. 2019, 66, 7633–7642. [CrossRef] 6. Shuang, B.; Zhu, Q. A novel sensorless initial position estimation and startup method. IEEE Trans. Ind. Electron. 2020. [CrossRef] 7. Zhu, C.; Zeng, Z.; Zhao, R. Torque ripple elimination based on inverter voltage drop compensation for a three-phase four-switch inverter-fed PMSM drive under low speeds. IET Power Electron. 2017, 10, 1430–1437. [CrossRef] 8. Zeng, Z.; Zhu, C.; Jin, X.; Shi, W.; Zhao, R. Hybrid space vector modulation strategy for torque ripple minimization in three-phase four-switch inverter-fed PMSM drives. IEEE Trans. Ind. Electron. 2017, 64, 2122–2134. [CrossRef] 9. Zhu, C.; Zeng, Z.; Zhao, R. Comprehensive analysis and reduction of torque ripples in three-phase four-switch inverter-fed PMSM drives using space vector pulse-width modulation. IEEE Trans. Power Electron. 2017, 32, 5411–5424. [CrossRef] 10. Han, B.; Shi, Y.; Song, X.; Hong, K.; Mao, K. Initial rotor position detection method of SPMSM based on new high frequency voltage injection method. IEEE Trans. Power Electron. 2019, 34, 3553–3562. [CrossRef] 11. Jin, X.; Ni, R.; Chen, W.; Blaabjerg, F.; Xu, D. High-frequency voltage-injection methods and observer design for initial position detection of permanent magnet synchronous machines. IEEE Trans. Power Electron. 2018, 33, 7971–7979. [CrossRef] 12. Wu, X.; Huang, S.; Liu, P.; Wu, T.; He, Y.; Zhang, X.; Chen, K.; Wu, Q. A reliable initial rotor position estimation method for sensorless control of interior permanent magnet synchronous motors. ISA Trans. 2020, 97, 116–129. [CrossRef] [PubMed] 13. Chen, W.; Dong, S.; Li, X.; Cao, Y.; Zhang, G. Initial rotor position detection for brushless DC motors based on coupling injection of high-frequency signal. IEEE Access 2019, 7, 133433–133441. [CrossRef] Appl. Sci. 2020, 10, 7397 13 of 13 14. Kivanc, O.C.; Ozturk, S.B. Sector determination for SVPWM based four-switch three-phase VSI. Electron. Lett. 2017, 53, 343–345. [CrossRef] 15. Kim, B.H.; Lee, D.M. Sensorless control of PMSM by a four-switch inverter with compensation of voltage distortion and adjustment of position estimation gain. J. Electron. Eng. Technol. 2017, 12, 100–109. [CrossRef] Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional afﬁliations. c 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.pngApplied SciencesMultidisciplinary Digital Publishing Institutehttp://www.deepdyve.com/lp/multidisciplinary-digital-publishing-institute/rotor-position-alignment-of-fstpi-based-pmsm-drive-using-low-frequency-SSkIksI00X
Rotor Position Alignment of FSTPI Based PMSM Drive Using Low Frequency Signal Injection