Mi Tang

Mi Tang

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Mi Tang

Monumo Ltd., Cambridge, U.K.

Research Focus & Metrics

Academic Career Length

10Years (2017-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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13 March 2019 in IEEE Transactions on Industry Applications
Verified
Journal Article
Closed access
QNQinan Ni
Qinan Ni
MYMing Yang
Ming Yang
SOShafiq Ahamed Odhano
Shafiq Ahamed Odhano
MTMi Tang
Mi Tang
PZPericle Zanchetta
Pericle Zanchetta
DXDianguo Xu
Dianguo Xu

29 April 2019 in IEEE Transactions on Industrial Electronics
Verified
Journal Article
Closed access
MTMi Tang
Mi Tang
AFAndrea Formentini
Andrea Formentini
SOShafiq Ahmed Odhano
Shafiq Ahmed Odhano
PZPericle Zanchetta
Pericle Zanchetta
The angle-based repetitive controller (RC) has been applied successfully in the literature for torque ripple suppression in variable speed permanent magnet synchronous machines (PMSMs). The RC is preferred because of its learning capability, which allows the cancelation of all periodic ripples from multiple sources. However, its tuning method has not yet been proposed. Since the structure of the RC is found similar to the disturbance observer (DOB), which is convenient to tune through pole placement, this paper merges the angle-based RC and DOB into a novel angle-based repetitive observer (ARO) for the first time for the torque ripple reduction in PMSMs. ARO takes advantages of its DOB structure that it can be designed separately and can easily be added into an existing control loop. Taking advantage of its RC nature, ARO can tackle a wide frequency range of torque ripple even in the presence of measurement noise. The experimental test results have confirmed the robust performance of ARO under five conditions, including the ideal integral delay, the fractional delay, the load transient, the speed transient, and the detuned mechanical parameters conditions. The execution time of the ARO is less than 10 μs.

11 July 2017 in IEEE Transactions on Industry Applications
Verified
Journal Article
Closed access
MTMi Tang
Mi Tang
AGAlberto Gaeta
Alberto Gaeta
AFAndrea Formentini
Andrea Formentini
PZPericle Zanchetta
Pericle Zanchetta
Based on the internal model principle, repetitive controller (RC) is capable of reducing periodic torque ripple by generating a compensating action that consequently needs to be synchronized with the original ripple. However, the synchronization is difficult to achieve using the conventional RC when the sampling frequency is not integer multiple of the speed (known as fractional delay issue) or when the speed varies widely. To solve this problem, this paper presents a fractional delay variable frequency torque ripple reduction method for permanent magnet synchronous machine drives using the combination of angle-based RC and deadbeat current control. Four aspects of innovations are included in the proposed control to improve the synchronization. The experimental results show that the proposed control can effectively reduce torque ripple, even during speed and load transient.

17 August 2022 in IEEE Transactions on Power Electronics
Verified
Journal Article
Closed access
BZBoyuan Zheng
Boyuan Zheng
JZJibin Zou
Jibin Zou
BLBingjun Li
Bingjun Li
MTMi Tang
Mi Tang
Yongxiang XuYongxiang Xu
Yongxiang Xu
PZPericle Zanchetta
Pericle Zanchetta
Dual-three-phase permanent magnet synchronous machines (DTP-PMSMs) are famous for their fault-tolerant capability. However, the complex modeling, high copper loss, and torque ripple under postfault operation limit their further application. In this article, a fault-tolerant control (FTC) strategy is developed for DTP-PMSMs under the open-phase fault (OPF) with straightforward modeling and smooth output torque. The virtual healthy DTP-PMSM model, where the coordinate transformation, the modulation strategy, and the controller structure remain unchanged under OPF, is adopted in the proposed FTC scheme. And the current references are derived in sinusoidal waves with minimum copper loss. The inaccurate transmission of control signals under OPF is also focused on. Comprehensive theoretical analysis shows the relationship between the controller output voltage and the actual stator voltage should be considered in the proposed FTC strategy; otherwise, distortion in torque and current will be introduced. The voltage compensation is utilized to compensate for the voltage difference and ensure the smooth torque output. Besides, a quasi proportional resonance controller is designed to further suppress the residual torque ripple. The proposed strategy will not induce complex implementation and heavy computation burden. The simulation and experimental results prove the analysis and the effectiveness of the proposed strategy.

23 December 2021 in IEEE Open Journal of Industry Applications
Verified
Journal Article
Open access
MTMi Tang
Mi Tang
Marco Di BenedettoMarco Di Benedetto
Marco Di Benedetto
SBStefano Bifaretti
Stefano Bifaretti
ALAlessandro Lidozzi
Alessandro Lidozzi
PZPericle Zanchetta
Pericle Zanchetta
Power electronic systems present a non-linear behavior mainly due to their switching nature. This is often combined with their interaction with non-linear systems, such as other switching converters, diode rectifiers, motor drives, etc. and with possible non linearities of the power grid in the case of grid connected systems. The major effect of these non-linear interactions is the generation of harmonic distortion on voltages and currents (both in DC and AC), which needs to be compensated to achieve high power quality systems. The use of passive filters is often the simplest and most immediate solution; however, this decreases converter efficiency and increases its weight and volume. Thus, the use of a control strategy capable of tracking periodic signals, rejecting periodic disturbance and largely improving steady state behavior and harmonic distortion with a limited bandwidth is a very desirable feature. Repetitive Control (RC) represents an extremely practical and efficient solution for the aforementioned issues, and it is widely employed in many different applications. This paper focuses on state of the art of RC used in power electronics and drives. RC basic concepts, different control structures, design methods, fixed and variable frequency operating conditions, etc. are investigated. Furthermore, many example applications and existing control approaches developed in recent years for power electronics and drive systems based on RC, have also been discussed in detail.

15 September 2020 in IEEE Transactions on Industrial Electronics
Verified
Journal Article
Closed access
XFXuewei Fu
Xuewei Fu
XYXiaofeng Yang
Xiaofeng Yang
PZPericle Zanchetta
Pericle Zanchetta
YLYang Liu
Yang Liu
CDChenyang Ding
Chenyang Ding
ZCZhenyu Chen
Zhenyu Chen
The feedforward control is becoming increasingly important in ultra-precision stages. However, the conventional model-based methods can not achieve expected performance in new-generation stages since it is hard to obtain the accurate plant model due to the complicated stage dynamical properties. To tackle this problem, this paper develops a model-free data-driven adaptive iterative learning approach that is designed in the frequency-domain. Explicitly, the proposed method utilizes the frequency-response data to learn and update the output of the feedforward controller online, which benefits that both the structure and parameters of the plant model are not required. An unbiased estimation method for the frequency response of the closed-loop system is proposed and proved through the theoretical analysis. Comparative experiments on a linear motor confirm the effectiveness and superiority of the proposed method, and show that it has the ability to avoid the performance deterioration caused by the model mismatch with the increasing iterative trials.