Meng Liu

ORCID: 0000-0002-4996-9635
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About
Contact & Profiles
Research Areas
  • Plant Water Relations and Carbon Dynamics
  • Electric Power System Optimization
  • Energy Load and Power Forecasting
  • Hydrology and Watershed Management Studies
  • Climate variability and models
  • Solar Radiation and Photovoltaics
  • Water-Energy-Food Nexus Studies
  • Soil and Unsaturated Flow
  • Space Satellite Systems and Control
  • Optimization and Search Problems
  • Satellite Communication Systems
  • Grey System Theory Applications
  • Water resources management and optimization
  • Power Systems and Renewable Energy

Institute of Agricultural Resources and Regional Planning
2024

Chinese Academy of Agricultural Sciences
2024

Wuhan University
2019

University of Chinese Academy of Sciences
2016-2018

The University of Texas at Arlington
2014

Shenyang Ligong University
2011

In a deregulated power market, the real-time wholesale market price of electricity varies dramatically within single day due to availability resources. Moreover, can be different from one location other at same time period available resources and transmission constraints. This is so-called locational marginal (LMP). Since wind noncontrollable partially unpredictable, it difficult schedule its output exploit LMP variations. While energy storage system (ESS) may accommodate farm output,...

10.1109/tia.2014.2372043 article EN IEEE Transactions on Industry Applications 2014-11-20

The time-domain correlation information of wind generation is important for power utilization. This paper proposes a parametric approach the short-term multiperiod joint probability density function (JPDF) forecast generation. makes spot by using support vector machine (SVM), and distribution SVM error estimated sparse Bayesian learning (SBL) which assumes that follows Gaussian distribution. Then, result corrected. matrix errors within multiple successive periods historical data. By...

10.1109/tia.2014.2300188 article EN IEEE Transactions on Industry Applications 2014-01-31

Evapotranspiration (ET) is the combination process of surface evaporation and plant transpiration, which occur simultaneously, it links terrestrial water cycles, carbon energy exchange. In this study, based on observations from 242 global FLUXnet sites, with daily mean temperature, relative humidity, net radiation, wind speed, incoming shortwave maximum minimum normalized difference vegetation index, altitude, in observed ET as input data, we used a support vector machine semiempirical...

10.1109/jstars.2017.2788462 article EN IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2018-02-01

Evapotranspiration (ET) is the combination process of surface evaporation and plant transpiration which occur simultaneously, it links terrestrial water cycles, carbon cycles energy exchange. In this study, based on observations from 242 global FLUXnet sites, with daily average temperature, relative humidity, wind speed, incident solar radiation, NDVI observed ET as input data, we used a support vector machine to estimate land at nine different vegetation type sites. The results show that,...

10.1109/igarss.2016.7729048 article EN 2016-07-01

This paper investigates that the high-orbit satellites enhance coverage area, using high-orbiting of formation flying swing way. Through Formation satellite design, and achieve orbit hovering configuration parameters. Simulation examples show method was proposed successfully enhanced area satellite, by increasing magnitude reduced distance between to high effect.

10.1109/iccsnt.2011.6182174 article EN 2011-12-01
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