Zhenghua Liu

ORCID: 0009-0007-6418-8566
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About
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Research Areas
  • Adaptive Control of Nonlinear Systems
  • Advanced Sensor and Control Systems
  • Industrial Technology and Control Systems
  • Iterative Learning Control Systems
  • Control and Dynamics of Mobile Robots
  • Distributed Control Multi-Agent Systems
  • Hydraulic and Pneumatic Systems
  • Advanced Algorithms and Applications
  • Advanced Computational Techniques and Applications
  • Guidance and Control Systems
  • Geomechanics and Mining Engineering
  • Real-time simulation and control systems
  • Advanced Measurement and Detection Methods
  • Landslides and related hazards
  • Machine Fault Diagnosis Techniques
  • Robotic Path Planning Algorithms
  • Inertial Sensor and Navigation
  • Geochemistry and Geochronology of Asian Mineral Deposits
  • Control Systems in Engineering
  • Industrial Automation and Control Systems
  • Simulation and Modeling Applications
  • Stability and Control of Uncertain Systems
  • Aeroelasticity and Vibration Control
  • Optical Systems and Laser Technology
  • Sensor Technology and Measurement Systems

China Medical University
2024-2025

First Hospital of China Medical University
2024-2025

Beihang University
2012-2024

Zhejiang Institute of Mechanical and Electrical Engineering
2024

Ministry of Transport
2023

Beijing Jiaotong University
2023

Wuhan Technical College of Communications
2022

Sichuan University
2021

Civil Aviation University of China
2019-2020

Henan Nonferrous Metals Geological Exploration Institute
2019

The artificial potential field (APF) method is a classical path planning algorithm for mobile robots. Although the simple, it still has some defects, which limit scope of its application. In this paper, we propose an adaptive repulsive function to solve problem, goals nonreachable with obstacles nearby (GNRON). Then, (AAPF) combined rolling window used local-minima problem and can be in dynamic environment.

10.1109/ccdc.2017.7978472 article EN 2022 34th Chinese Control and Decision Conference (CCDC) 2017-05-01

L3 is the first deepwater exploration well drilled in Pearl River Mouth Basin, Northern South China Sea and significant hydrocarbon discoveries have been discovered Zhuhai Zhujiang Formations, which kicked off prelude to oil gas areas of northern slope (SCS). However, for a long time, there has great controversy over cause, sedimentation on processes control factors high-quality reservoirs field. This paper analyzed sedimentary characteristics sand bodies Formation Formation, combined with...

10.17576/jsm-2025-5403-05 article EN Sains Malaysiana 2025-03-31

This paper designs a parameter-dependent self-adaption integral sliding mode controller which converges the system in finite time while focusing on an uncertain linear parameter varying (LPV) model of variant aircraft that has large-scale variation sweep angle and extension. design promotes robustness L <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</sub> performance aircraft's speed altitude during process. According to longitudinal...

10.1109/access.2019.2923313 article EN cc-by IEEE Access 2019-01-01

This paper proposes a finite time convergence sliding mode control (FSMC) strategy based on linear parameter-varying (LPV) methodology for the stability of morphing aircraft subject to parameter uncertainties and external disturbances. Based Kane method, longitudinal dynamic model is built. Furthermore, linearized LPV in wing transition process obtained, whose scheduling parameters are sweep angle wingspan. The FSMC scheme developed into systems by applying previous results time-invariant...

10.1155/2017/8426348 article EN cc-by International Journal of Aerospace Engineering 2017-01-01

There is a surprising paucity of studies investigating the potential mechanism SKA3 in progression and prognosis kidney renal papillary cell carcinoma (KIRP).We used TCGA other databases to analyze expression, clinical value, mechanisms KIRP patients. We also explored therapeutic agents for through GSCALite.SKA3 mRNA expression was significantly upregulated area under curve 0.792 (95% CI 0.727-0.856). Increased related shorter overall survival, disease-specific survival progression-free...

10.2147/ijgm.s336799 article EN cc-by-nc International Journal of General Medicine 2021-11-01

An air turbine starter (ATS) is used to start the aero-engine before an aircraft takes off, which plays a significant role in reliable operation of and critical flight security, so it vital monitor health predict remaining useful life (RUL) for ATS. This paper proposes fusion framework based on combination empirical mode decomposition (EMD) relevance vector machine (RVM). EMD smooth out non-stationary data by pattern decomposition, multiple intrinsic functions (IMF) can effectively reflect...

10.1177/0142331220932651 article EN Transactions of the Institute of Measurement and Control 2020-06-30

A kind of attitude control method for the quadrotor unmanned helicopter based on improved active disturbance rejection (ADRC) is proposed in this paper. The dynamic model built, and virtual introduced, then non-linear decomposed into height, yaw, roll pitch four independent channels technology applied various channels. simulation results show that ADRC can achieve augmentation have a good robustness. Also superior to classical both performance adaptability.

10.1109/cgncc.2014.7007331 article EN 2014-08-01

Large-scale morphing aircraft can adaptively alter configuration according to the different flight conditions or a variety of missions ensure optimal aerodynamic performance. However, this will certainly put forward higher request modeling method and controller In paper, we propose an adaptive sliding mode control strategy with bounded L 2 gain performance based on linear-parameter-varying methodology for robust variable span sweep angle. Using Kane method, longitudinal dynamic model is...

10.1177/0954410018764472 article EN Proceedings of the Institution of Mechanical Engineers Part G Journal of Aerospace Engineering 2018-03-22

Aiming at the uncertainties including parameter variations and external disturbances in optoelectronic tracking system, a discrete-time global sliding mode controller (DGSMC) is proposed. By design of nonlinear switching function, initial state control system set on surface. An adaptive reaching law introduced to suppress high-frequency chattering input, linear extrapolation method employed estimate unknown commands. The reachability for chattering-free property are proven by means...

10.1155/2013/951492 article EN Mathematical Problems in Engineering 2013-01-01

In wheeled mobile robot servo system, active disturbance rejection control (ADRC) technology is introduced and such controller designed. It aims at solving the problems including complex external disturbances, changeful model parameters, contradiction between rapidity overshoot as well conventional strategies depending heavily on high precise object model. For parameter tuning, article presents an intelligent method based fusion of genetic algorithm improved particle swarm optimization. The...

10.1109/cgncc.2014.7007252 article EN 2014-08-01

Aiming at the requests of path planning in dynamic environment, real-time obstacle avoidance and trajectory tracking, a new twin-stage fuzzy controller is proposed. The uses three-dimensional coordinate information obtained by robot's built-in binocular vision system, finally achieves two goals tracking. First, establish model robots, propose idea to locate robot; Second, design algorithm control discipline tracking based on logic, then complete meanwhile; Third, realize method logic....

10.1109/cgncc.2016.7828900 article EN 2016-08-01

This paper concentrates on attitude control and spot hover about the hex-rotor Unmanned Aerial Vehicle (UAV). First of all, according to Newton - Euler equation, set up equations motion in inertial frame. Then based characteristics UAV model, adaptive backstepping sliding mode controllers are designed realize position control. Finally, strategy is verified by simulation. It's proved that system has strong robustness both disturbance parametric variation.

10.1109/cgncc.2016.7828844 article EN 2016-08-01

The flight simulator is one kind of servo system with uncertainties and disturbances. To obtain high performance good robustness for the simulator, we present a robust backstepping controller based on disturbance observer. Firstly, design procedure described correlative problems are proposed. Secondly, principle process observer analyzed expatriated respectively. Finally, simulation results show that can compensate external disturbances including input output be improved. Therefore both...

10.1109/cesa.2006.4281851 article EN 2006-10-01

The thermal rectification at the interface of double-layered nanofilm is investigated by molecular dynamics simulation. It found that interfacial resistance asymmetric, namely, it depends on direction heat flow across interface. And high temperature, decreases with increasing temperature. simulation results also demonstrated rectifying effects can not be interpreted only temperature difference

10.1115/mnht2008-52092 article EN ASME 2008 First International Conference on Micro/Nanoscale Heat Transfer, Parts A and B 2008-01-01

The electro-hydraulic actuator plays a significant role in the automatic flight control system, which is critical to security, so it vital monitor state of health and predict remaining useful life for actuator. Relevance vector machine flourishing field prediction gradually applied complex systems or components. However, general relevance cannot achieve on-line efficiently due its high computational complexity, besides, sparse model only based on historical data set could cause great error...

10.1177/0959651819862948 article EN Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering 2019-07-17

Tibet Sinongduo lead-zinc mine is one of the largest mines in Autonomous Region, located Gongjue County, Changdu City, Region. The deposit mainly produces lead, zinc and other metal elements, which important resources Tibet. This paper introduces geological characteristics, ore body types wall rock alteration Tibet, further analyzes genesis region, sorts out prospecting indicators makes a prospect prediction. It found that there expanding scale deep, southern northern abnormal areas No.1...

10.54097/ajst.v5i2.6288 article EN cc-by Academic Journal of Science and Technology 2023-03-21

Dockless bike-sharing has experienced explosive growth, establishing itself as an integral component of urban public transport systems. Challenges such parking violations have spurred operators and users to pursue standardized management. While electronic spots are employed promote standard parking, suboptimal layouts can lead illegal parking. Inadequate post-violation penalties fail achieve while excessive punishment diminishes user engagement. This study combines spot density incentivize...

10.3390/su151612526 article EN Sustainability 2023-08-17
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