Weihua Ma’s research while affiliated with Southwest Jiaotong University and other places

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Publications (90)


A Fast ADRC-SMC levitation control of EMS maglev train to suppress the vibration of electromagnet-track beam coupling system
  • Article

April 2025

Qinghui Liu

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Aibin Wang

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[...]

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Shihui Luo

The EMS (Electromagnetic Suspension) maglev train uses active control to achieve stable levitation. The coupled vibration problem of the levitation system itself has always been a key factor limiting the development of EMS maglev train. In order to achieve vibration suppression and rapid response of the levitation control system, a double-loop PID (Proportional-Integral-Derivative) control strategy is first designed. Subsequently, a nonlinear function is used to adjust the system error, enhancing the response speed of the levitation control system. An ESO(extended state observer) is established to reduce the interference of external excitation, and an improved sliding mode switching function of the levitation control system is designed to reduce system chattering. Finally, a fast active disturbance rejection control-sliding mode control (Fast ADRC-SMC) strategy of EMS maglev train is proposed. A comparative analysis is conducted to evaluate the suppression capability and responsiveness of different control strategies under external excitations. Furthermore, the effectiveness of the Fast ADRC-SMC levitation control strategy in suppressing vibrations is validated through comparison with actual measurement data from commercially operated maglev lines. The research results indicate that the proposed Fast ADRC-SMC levitation control strategy exhibits excellent vibration suppression and rapid response capabilities, and the maximum vibration acceleration response of the levitation system is approximately 0.54 m/s ² , and the maximum vibration acceleration response of the track beam is about 0.11 m/s ² . Compared to the ADRC control strategy, the system response speed is improved by approximately 2 s.




Experimental measurement of track irregularities in EMS maglev systems using the mid-chord offset method and inverse filtering technology

November 2024

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3 Reads

Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit

Track irregularities are the main factors causing changes in suspension stability and vibrations in EMS (Electro-magnetic Suspension) maglev trains. Due to the scarcity of actual measurement data on EMS maglev track irregularities, this paper utilizes the principles of the mid-chord offset method to develop a track irregularity detector with a 1-m test chord length. Tests were conducted on the maglev line in Qingyuan, Guangdong. Based on the “using small to predict large” algorithm, data simulating a 3-m test chord length were output. The experimental data were processed to remove trend items and outliers, and an inverse filter was designed to counteract the amplitude gain error of the mid-chord offset method, obtaining accurate data on vertical and lateral track irregularities. The results show that the amplitude and power spectral density (PSD) fluctuations of track irregularities on the left and right rails of the measured line section are similar, with height irregularities of 2.5–3 mm and alignment irregularities of 1–1.5 mm. Periodic wavelength components related to the longitudinal spacing of sleepers, rail length, and beam span, such as 1.2 m, 6.5 m, 12.5 m, and 25 m, are evident, highlighting the need for enhanced inspection and maintenance of these structural components in engineering projects.


The LIM in the MLSM vehicle.
Theoretical model of two adjacent LIMs.
Simulation model and cloud diagram: (a) Schematic diagram of the simulation model; (b) Model states; (c) Flux density and magnetic line at the adjacent position.
Traction forces of two adjacent 4-pole LIMs.
Traction forces at different current phase differences.

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Analysis of the traction forces of two adjacent linear induction motors
  • Article
  • Full-text available

November 2024

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34 Reads

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1 Citation

Linear induction motors (LIMs) are positioned head-to-tail in medium and low-speed maglev (MLSM) trains, and the interaction due to small spacing between two LIMs is not yet clear. In this work, based on the 2D electromagnetic field theory, the vector magnetic potential (VMP) of each region was solved, and the traction forces of two adjacent LIMs were derived. Subsequently, the correctness of the theoretical model was verified by simulation. Finally, the effects of the spacing, wiring type, pole pitch, speed, etc., on the traction forces of two adjacent LIMs were analyzed. The results show that the traction force of LIM1 (arranged in front) is almost unaffected by LIM2 (arranged behind LIM1), while that of LIM2 fluctuates periodically with the spacing, and the smaller the spacing, the greater the fluctuation amplitude. Meanwhile, the larger the pole pitch, the more the pole number, the greater the slip frequency, and the lower the speed, the smaller the effect of LIM1 on LIM2. When the spacing takes 1.1 to 1.6 times the pole pitch, the traction force of LIM2 is larger than that of LIM1. The achievements can provide technical support for enhancing the traction performance of the LIMs in the MLSM trains.

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A numerical study on locomotive wheel wear on curved track subjected to adhesion control

September 2024

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12 Reads

Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit

The wheel wear of heavy-duty locomotives is more complicated than that of other vehicles when it affects tractive force and adhesion control. The purpose of this article is to calculate wheel wear on a curved track using a co-simulation dynamic model of a heavy-duty locomotive with adhesion control. Additionally, the effect of creep threshold, decline slope, curve radius, and passing speed on wheel wear is further investigated. The findings demonstrate that wheel wear can be successfully decreased by adjusting the creep threshold and decline slope of adhesion control parameters. The wheel-rail stick-slip vibration behavior on the curve track can be eliminated by increasing the curve’s radius and passing speed, but the vertical wear at the left wheel’s flange will rise sharply with the increase of passing speed on right hand curve.


Development of Simplified Methods for Levitation Force Distribution in Maglev Vehicles Using Frequency Ratio Tests

August 2024

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38 Reads

Maglev vehicles apply the entire vehicle load uniformly onto bridges through levitation forces. In assessing the dynamic characteristics of the maglev train–bridge coupling system, it is reasonable to simplify the distributed levitation force as a concentrated force. This article theoretically derives the analytical response of bridge dynamics under the action of a single constant force and conducts numerical simulations for a moving single constant force and a series of equally spaced constant forces passing over simply supported beams and two-span continuous beams, respectively. The topic of discussion is the response of bridge dynamics when different degrees of force concentration are involved. High-precision displacement and acceleration sensors were utilized to conduct tests on the Shanghai maglev line to verify the accuracy of the simulation results. The results indicate that when simplifying the distributed levitation force into a concentrated force model, a frequency ratio can be used to analyze the conditions for resonance between the train and the bridge and to calculate the critical speed of the train; the levitation distribution force of a high-speed maglev vehicle can be simplified into four groups of concentrated forces based on the number of levitation frames to achieve sufficient accuracy, with the dynamic response of the bridge being close to that under distributed loads.



Citations (57)


... Among various types, linear induction motors have gained widespread attention both domestically and internationally due to their simple mechanical structure and elimination of intermediate conversion units [3]. Compared to rotary induction motors, linear induction motors offer longer lifespans, enhanced climbing capabilities, greater flexibility in circuit design, and eliminate the need for intermediate conversion units [4,5]. ...

Reference:

Active Disturbance Rejection for Linear Induction Motors: A High-Order Sliding-Mode-Observer-Based Twisting Controller
Analysis of the traction forces of two adjacent linear induction motors

... The traffic safety analysis of the Wagon Management Department of the Ukrzaliznytsia Stock Company (Kyiv, Ukraine) has indicated in recent years that the braking equipment of freight wagons is too vulnerable in the current operating conditions. Currently, a lot of effort is being put to solve the problem of wedge-dual wear of brake pads [10][11][12][13][14][15], because this kind of wear leads to reduction of the working part of brake pads (Figure 1), and it is widespread in freight wagons bogies on the main transport network, including the tracks with a gauge of 1520 mm. ...

Wheel Tread Temperature Assessment and Its Impact on Rolling Contact Fatigue under Long-term Braking Conditions
  • Citing Article
  • August 2024

Tribology International

... Research findings have indicated that the actual line conditions of the Shanghai maglev demonstration line are smoother than those of the German low interference track spectrum. 32,33 In order to achieve greater generalization in the calculation, the German low interference track spectrum was selected as the input condition for the Shanghai line. The power spectral density (PSD) of the irregular vertical profile of the German low interference track spectrum is shown in Eq. (3.19): ...

Research on dynamics of a new high-speed maglev vehicle
  • Citing Article
  • October 2020

Vehicle System Dynamics

... In 1976, the adhesion characteristics were expressed by the relationship between wheel-rail friction and creepage through experiments by the EMD of the United States company. 1 The study results show that the wheel-rail adhesion coefficient increases linearly with the increasing creepage in the small creep zone and then the adhesion increases nonlinearly and reaches the adhesion limit in the large creep zone, after that the adhesion enters the sliding area and decreases with the increase of creepage. 2,3 The wheel-rail adhesion state is easily affected by adverse rail surface conditions, trains are prone to wheel idle during traction and wheel slip during braking. When there is water, oil, ice, snow, fallen leaves, and other third-party media on the wheel-rail contact surface, the wheel-rail adhesion coefficient will significantly decrease. ...

Investigating the stick-slip vibration behavior of a locomotive with adhesion control in a curve
  • Citing Article
  • February 2024

Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit

... The development of train-rail-bridge interaction models has involved the creation of various train models with differing levels of complexity, reflecting the specific focus of each study. The basic models for simulating a moving train on a bridge girder include the moving load [25,26] and moving mass models [27], which have been thoroughly examined in the literature [8,[28][29][30][31]. Subsequent research led to the development of moving vehicle models that integrated the effects of the suspension system [32]. ...

Vibration resonance and cancellation of medium–low speed maglev train-simply supported beam under moving loads
  • Citing Article
  • March 2024

Journal of the Brazilian Society of Mechanical Sciences and Engineering

... In practical engineering, the current control in the electromagnet is achieved by controlling the voltage at both ends of the electromagnet. Considering that the current lags behind the voltage, current control gain k I is generally added to the forward channel of the voltage as an inner loop control to accelerate the response speed of the current [29,30]. Therefore, the output voltage of the controller can be expressed as: ...

Analysis on abnormal low-frequency vertical vibration of medium–low-speed maglev vehicle
  • Citing Article
  • October 2023

Mechanical Systems and Signal Processing

... Recently, a specific innovative ultralight vehicle design was presented in [23], where linear synchronous motor technology is used to significantly reduce the vehicle mass without compromising the ability to provide the required tractive effort. The proposed ultralight vehicle can reduce wheel wear by approximately 40% and shows significant benefits in preventing rolling contact fatigue damage compared to a conventional vehicle. ...

Impacts of vehicle light-weighting on wheel wear and RCF and a novel ultralight vehicle design
  • Citing Article
  • September 2023

Wear

... These properties make EDS more advantageous than EMS, especially in long-distance and highspeed railway systems. When the studies on the EDS Maglev system in recent years are examined, it is seen that they are focused on the development and optimization of EDS systems [8], theoretical analyses [9], and simulation and modeling studies [10,11]. These studies are crucial for understanding the dynamic behavior of the system, optimizing the design of magnetic components and predicting performance under various operating conditions. ...

A fast dynamic model of a two-sided permanent magnet electrodynamic suspension system in a maglev train
  • Citing Article
  • April 2023

Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit

... Magnetic levitation is an ideal answer to accomplish better execution for some dynamic frameworks, e.g., exact positioning, control, suspension, and haptic communication because of its non-contact, non-tainting, multi-Degrees-Of-Freedom (DOF), and long-stroke attributes. One of the highlights of maglev frameworks is decrease of creative mind, which makes them pleasant in the field of genuine applications [1], which are transportation frameworks [2], air stream levitation [3], attractive bearing frameworks and against vibration table [4]. These systems are intrinsically nonlinear and insecure too. ...

Curve negotiation performance of a newly-designed medium and low speed maglev vehicle
  • Citing Article
  • November 2022

Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit