Lian Liu

ORCID: 0009-0007-0881-6337
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About
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Research Areas
  • Underwater Vehicles and Communication Systems
  • Smart Grid Energy Management
  • Energy Efficiency and Management
  • Inertial Sensor and Navigation
  • Underwater Acoustics Research
  • Energy Load and Power Forecasting
  • Microgrid Control and Optimization
  • Blind Source Separation Techniques
  • Power Systems and Renewable Energy
  • Photovoltaic System Optimization Techniques
  • Astronomical Observations and Instrumentation
  • Advanced Computational Techniques and Applications

Shanghai Electric (China)
2023

Northwestern Polytechnical University
2020

Naval Aeronautical and Astronautical University
2010

10.1007/s11804-020-00122-w article EN Journal of Marine Science and Application 2020-03-01

With the proposal of carbon peak and neutrality goals, installed capacity proportion new energy resources keeps increasing, photovoltaic power generation grows rapidly, while systems cannot provide inertial frequency support for a grid since they usually work in maximum tracking mode. In order to accurately estimate power, paper proposes control method an active standby virtual synchronous generator (VSG). The directly responds voltage through array provides spontaneous response it realizes...

10.1145/3630138.3630449 article EN 2023-09-24

Nonintrusive load regulation capacity monitoring is an effective way to obtain data and achieve sensing demand response at low cost, with the identification method for as its important core technology. A new nonintrusive integrating PCA-DBSCAN clustering comprehensive correlation analysis a subsidy calculation are studied in this paper. Firstly, address problem of high dimensionality original features, PCA algorithm used reduce feature construct template library; meanwhile, current waveform...

10.1145/3630138.3630455 article EN 2023-09-24
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