Mingxuan Liang

Dr. Mingxuan Liang


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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19 August 2017 in Journal of Mechanical Science and Technology
Verified
Journal Article
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MLMingxuan Liang
Mingxuan Liang
BWBinrui Wang
Binrui Wang
TYTianhong Yan
Tianhong Yan

2 December 2021 in The International Journal of Advanced Manufacturing Technology
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Journal Article
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MLMingxuan Liang
Mingxuan Liang
KZKai Zhou
Kai Zhou

20 November 2018 in Advances in Mechanical Engineering
Verified
Journal Article
Open access
MLMingxuan Liang
Mingxuan Liang
JHJianhong Hu
Jianhong Hu
SLShuqing Li
Shuqing Li
ZCZhigao Chen
Zhigao Chen
This article is concerned with topology optimization of transmission gearbox under multiple working loads by taking dynamic performance as research object. First, the dynamic excitation model and finite element model are established, the vibration responses of the key points on gearbox are obtained by applying dynamic excitation on finite element model based on modal dynamic method, and the simulation responses are compared with testing results to validate finite element model. Finally, the gearbox structure is optimized by utilizing topology optimization method, and the lightweight model of transmission gearbox structure is redesigned. The dynamic performance indexes such as natural frequency are improved obviously, which indicates that the topology optimization method is very effective in optimizing dynamic performance of complex gearbox structure. The research has an important theoretical significance and reference value for lightweight design of transmission gearbox structure.

30 June 2018 in Journal of Vibroengineering
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Journal Article
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WYWenjun Yang
Wenjun Yang
MLMingxuan Liang
Mingxuan Liang
LWLei Wang
Lei Wang
HYHuiqun Yuan
Huiqun Yuan
Taken a gas turbine rotor system as the research object, this paper has established dynamical model based on transfer matrix method. Natural vibration characteristics are solved with different transfer matrix models, and are compared with that gotten by finite element method. Then unbalanced response is researched. The effects of eccentric factors are discussed on unbalanced vibration. Furthermore, the application is explored in rotor dynamic balancing. The results show there is much minor deviation between natural frequencies of transfer matrix method and finite element method, and vibration modes of two methods coincide quite well. It illustrates the model established in the research is reliable. For input side of blade-disk rotor, unbalanced vibration occurs more easily in lower frequency. While unbalanced vibration of output side is more sensitive at higher frequency. With the increase of eccentric mass, unbalanced vibration of blade-disk rotor is more heavily, and the displacement rotates around a fixed node. The application of opposite unbalanced mass can decrease the amplitude of vibration in lower frequency. Hence, it can be used to achieve the balance of rotor dynamics. This research provides the theoretical basis and technological fundament for gas turbine rotor dynamics design.

16 March 2020 in Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science
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Journal Article
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MLMingxuan Liang
Mingxuan Liang
TYTianhong Yan
Tianhong Yan
JHJianhong Hu
Jianhong Hu
ZCZhongli Chen
Zhongli Chen
Nonlinear vibration of rotating machinery induced by rolling bearings has gradually become a research issue. In many cases, the rotor discs are not always installed in middle of shaft in actual rotor system, and the influence of disc offset on nonlinear vibration needs to be studied in depth as rotating speed increases. This study deals with the effect mechanism of rotor offset on nonlinear dynamic responses. Nonlinear vibration model of offset rotor is established based on finite element method, and the disc offset position along rotor shaft is concerned. The responses are calculated by Newmark-β integration method, which are also validated by an experimental rig, and the influences of nonlinear parameters of rolling bearings are investigated. The results indicate that disc offset is a crucial factor that can induce more complex nonlinearity coupled with rolling bearing under high-speed conditions.

1 January 2019 in Shock and Vibration
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Journal Article
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MLMingxuan Liang
Mingxuan Liang
YWYing Wang
Ying Wang
TZTian Zhao
Tian Zhao
Recently, gear rattle noise is gradually becoming a nonignorable issue involving comfortableness in automotive transmission for a car. Generally, the rattle noise is influenced by nonlinear dynamic of multiple pairs of idler gears in the multistage gear transmission system. Optimization methods based on nonlinear rattle dynamic analysis are worthy of further study to control the noise. In this research, an equivalent rattle dynamic model of the idler gear is proposed, and the nonlinear rattle dynamic responses are solved based on the integral method. The effect laws of key factors on nonlinear dynamic performance are investigated by using a bifurcation diagram, spectrum map, and Poincaré map. Finally, the gear backlash, equivalent mass, and rotational speed are optimized based on Kriging surrogate model (KSM) and differential evolution (DE) algorithm by taking the minimization of the maximum rattle noise as the optimal object. It can be concluded that the rattle dynamics of the idler gear show rich nonlinear characteristics as the parameters change. The proposed method can not only reduce the sound pressure level of rattle noise but also provide a viable path and reference value for the low‐noise design of the gear transmission system.