Lin Liu

ORCID: 0000-0002-9968-4056
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About
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Research Areas
  • Prosthetics and Rehabilitation Robotics
  • Muscle activation and electromyography studies
  • Advanced Sensor and Control Systems
  • Power Systems and Renewable Energy
  • Industrial Technology and Control Systems
  • Power Systems and Technologies
  • Smart Grid and Power Systems
  • Simulation and Modeling Applications
  • Stroke Rehabilitation and Recovery
  • Hydraulic and Pneumatic Systems
  • High-Voltage Power Transmission Systems
  • Robot Manipulation and Learning
  • Geoscience and Mining Technology
  • Advanced Algorithms and Applications
  • Superconducting Materials and Applications
  • Iterative Learning Control Systems
  • Advanced Control Systems Design
  • Traffic control and management
  • Mechanical Circulatory Support Devices
  • Particle accelerators and beam dynamics
  • Electric Motor Design and Analysis
  • Advanced Control Systems Optimization
  • HVDC Systems and Fault Protection
  • Magnetic Bearings and Levitation Dynamics
  • Autonomous Vehicle Technology and Safety

Sun Yat-sen University
2024-2025

China Southern Power Grid (China)
2006-2024

RWTH Aachen University
2015-2023

China Electric Power Research Institute
2023

Chinese University of Hong Kong
2023

State Grid Corporation of China (China)
2019-2023

Nanjing University of Aeronautics and Astronautics
2009-2022

Binghamton University
2021

University of Electronic Science and Technology of China
2021

Southwest Forestry University
2021

Smart Grid is an inevitable trend of power grid, and smart grid comprehensive assessment system can conduct a the overall characteristics which reflect current level development, find weakness constraints in network identify distance to target, ensure development achieve unification quality, speed efficiency. At present, many countries are studying on systems. This paper analyzes IBM Maturity Model, DOE Development Evaluation System, EPRI Construction Assessment Indicators, EU Benefits...

10.1016/j.egypro.2011.10.031 article EN Energy Procedia 2011-01-01

We present a novel application of the variable stiffness actuator (VSA)-based assistance/rehabilitation robot-featured impedance control using cascaded position torque loop. The robot follows adaptive paradigm, thereby achieving an assistance level according to human joint torque. feedforward command is used cooperatively adjust controller and trajectory VSA (this functional architecture referred as cooperative framework). In this way, task performance during movement training can be...

10.1109/tase.2019.2954769 article EN IEEE Transactions on Automation Science and Engineering 2019-12-04

This paper examines the evolution of development pathways and technological research within context business maturity model for new energy platforms. Leveraging theories from industry life cycle project management models, this study constructs a specific to platforms employs fuzzy comprehensive evaluation methods assess maturity. Through an analysis four primary indicators—strategic capability, innovation economic benefit, social benefit—and their respective secondary indicators, evaluates...

10.70114/acmsr.2025.2.1.p107 article EN other-oa Advances in computer and materials science research. 2025-03-06

With the arrival of era new quality productivity, rapid development technology is profoundly changing various aspects society, and education sector no exception. As key subject educational activities, teachers' functions urgently need to be reshaped expanded meet demands talent cultivation in productivity.

10.32629/jher.v6i1.3641 article EN Journal of Higher Education Research 2025-03-22

Concentric magnetic gears hold a promising future in the field of low speed and high torque. To obtain sinusoidal distribution air gap field, this paper, exact 2-D analytical method is proposed to calculate concentric gear with Halbach permanent-magnet arrays, analyzes relationship between parameters maximum static torque, include width modulating ring core, height thickness outer rotor yoke. Compared air-gap distributions computed by those obtained from finite-element (FEM), FEM results are...

10.1109/tasc.2014.2340460 article EN IEEE Transactions on Applied Superconductivity 2014-07-18

Active lower limb exoskeletons are increasingly used in rehabilitation therapy. An important aspect and ongoing research topic developing such assistive devices is safe human–machine interaction. Another major challenge the control of determining subject's intention to move for providing cooperative assistance. To address both challenges, we first present design a new exoskeleton with variable stiffness actuators compliant coupling between human robot. The exoskeleton's actuated hip, knee...

10.1109/tmech.2022.3206530 article EN IEEE/ASME Transactions on Mechatronics 2022-09-22

Two Gram-staining-negative, aerobic, non-spore-forming rod-shaped, non-motile bacteria, designated strains R156-2 T and T58-2 were isolated from the roots of Cymbidium goeringii. The colonies yellow-pigmented. On basis 16S rRNA gene sequence similarity, shown to be members genus Chitinophaga . Strains showed greatest level similarity with niabensis (96.0–96.3 %). major menaquinone was MK-7. main cellular fatty acids iso-C 15 : 0 , C 16 1 ω5 c 17 3-OH. Phenotypic genotypic analyses indicated...

10.1099/ijs.0.040014-0 article EN INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY 2012-09-09

A variable stiffness actuator (VSA) is an inherently parameter-dependent system due to the controllable element. Within torque-controlled framework, VSA distinguished from classical series elastic (SEA). frozen torque controller can directly determine SEA performance with a fixed-stiffness spring selection. However, since operates at set of operating points, aim achieve adaptive control approach. For this, we propose gain-scheduled controller. The expected recover robustness when values are...

10.1109/tmech.2018.2854416 article EN IEEE/ASME Transactions on Mechatronics 2018-07-09

We present a framework for achieving robust stability test of the variable stiffness actuator (VSA) exoskeleton programmed with gain scheduling-based impedance control (GSVIC). In this brief, focused involves cascaded position torque loop, in which both loops are closed, and index GSVIC is related to joint human. However, there lack research on variation rate such biofeedback signal. This information necessary when performing linear parameter-varying (LPV) system. To acquire bounded rate,...

10.1109/tcst.2021.3051716 article EN publisher-specific-oa IEEE Transactions on Control Systems Technology 2021-01-25

This article investigates a closed-loop torque-controlled variable stiffness actuator (VSA) combined with disturbance observer for enhancing low output impedance. We implement the generalized extended state (GESO) conveniently testing stability of time-varying VSA system. In our application, GESO is also required to serve operation low- and high-impedance task. Here, most important aspect consider influence physical on impedance, because has been regulated torque control. Through...

10.1109/tmech.2020.3032372 article EN IEEE/ASME Transactions on Mechatronics 2020-10-21

The cascade impedance control (CIC) is a wellknown architecture framework for rehabilitation exoskeleton with compliant joint (e.g., series elastic actuator). cascaded position-torque-velocity loop of the CIC system can deal specific issues, such as stiction or accuracy output impedance. In this paper, loops are extended by traditional iterative learning (ILC), and then we examine compare three types frameworks, named torque learning, trajectory learning. Their advantages, reducing lag...

10.1109/tim.2023.3286004 article EN IEEE Transactions on Instrumentation and Measurement 2023-01-01

Abstract This paper addresses the trajectory tracking problem for a class of uncertain manipulator systems under effect external disturbances. The main challenges lie in input constraints and lack measurements joint velocities. An extend‐state‐observer is utilized to estimate velocity signals; then, neural‐network‐based adaptive controller proposed solve problem, where term based on nominal model included enhance ability, uncertainties disturbances are compensated by neural‐network term....

10.1049/cth2.12660 article EN cc-by-nc IET Control Theory and Applications 2024-04-25

Four alkaligenous, moderately halotolerant strains, designated ge09, ge10(T), ge14(T) and ge15, were isolated from the internal tissue of ginseng root their taxonomic positions investigated by using a polyphasic approach. Cells four strains Gram-positive-staining, non-motile, short rods. Phylogenetic analysis based on 16S rRNA gene sequences showed that ge09 ge10(T) formed one cluster ge15 another separate within genus Bacillus. sequence similarities with type other Bacillus species less...

10.1099/ijs.0.65861-0 article EN INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY 2009-03-30

This paper reviews the status of research in modeling and simulation single-event effects (SEE) digital devices integrated circuits. After introducing a brief historical overview SEE simulation, different level approaches are detailed, including material-level physical where two primary methods by which ionizing radiation releases charge semiconductor device (direct ionization indirect ionization) introduced, device-level main emerging phenomena affecting nanometer (bipolar transistor...

10.1088/1674-4926/36/11/111002 article EN Journal of Semiconductors 2015-11-01

Few studies conduct a quantitative assessment between the urban extent and local precipitation characteristics. In this paper, high‐resolution data are used to investigate correlation frequency, intensity extremes under different climate conditions over Pearl River Delta, China. Analysis reveals that extreme amount ( R = 0.45 for 1‐hr maximum) mean 0.56) positively correlated with wet hours −0.58) negatively extent. The coefficients indices increase decrease in temporal scale of indices....

10.1002/asl.820 article EN cc-by Atmospheric Science Letters 2018-04-19

Development of movement assistance devices used in rehabilitation must take into account the variable human-machine interaction. To this end, electromyography (EMG) sensors detecting muscle activation are regarded as a feasible method. In paper, we focus on torque estimation human knee joint. The joint motion analysis was captured through developed EMG sensor, and subsequently by using an EMG-driven model. For calibrating model, experimental computed employing inverse dynamics that have been...

10.1109/cbs.2017.8266112 article EN 2018 IEEE International Conference on Cyborg and Bionic Systems (CBS) 2017-10-01

In allusion to the traditional UFLS scheme's deficiencies of changeless frequency setting value and amount load shedding every run, this paper proposes improved scheme which can alter first run dynamically according magnitude change rate, namely insufficient active power. The simulation results stand-alone model show that reformative restrain falling depth effectively, fit speed controller preferably, make full use system rotating spare capacity, reduce possibility over-cut or owes-cut.

10.1109/icece.2010.803 article EN International Conference on Electrical and Control Engineering 2010-06-01

With the development of energy internet and integrated system (IES), there will be more couplings between different systems, i.e. power system, gas heat system. Moreover, interactions among parts source, grid, load, storage converters. Based on this background, paper puts forward a novel power-gas-heat planning model considering sources, demand response, storages By means model, various is met with minimum cost, realizing most effective allocation funds optimal use energy.

10.1109/cieec47146.2019.cieec-2019211 article EN 2019 IEEE 3rd International Electrical and Energy Conference (CIEEC) 2019-09-01
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