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Search: WFRF:(Li Jiansheng)

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1.
  • 2019
  • Journal article (peer-reviewed)
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2.
  • Huang, Tao, et al. (author)
  • Uplink Tx Switching Application Optimization Based on XGBoost Algorithm
  • 2023
  • In: Lecture Notes in Electrical Engineering. - Singapore : Springer Nature Singapore. - 1876-1119 .- 1876-1100. ; 996 LNEE, s. 1121-1129
  • Conference paper (peer-reviewed)abstract
    • Uplink Tx Switching is an important technology in multi-frequency cooperation, which can effectively improve the uplink capacity of the network by switching the uplink transmitting antenna of the terminal to realize the time-division uplink transmission of two carriers. The paper analyzes the technical principle and implementation of Uplink Tx Switching and compares the characteristics of SUL-based and UL CA-based schemes. Then it introduces an intelligent scheme to turn on Uplink Tx Switching when uplink capacity enhancement is required. The paper uses XGBoost Model to predict the uplink PRB utilization of the serving carriers when the uplink PRB utilization of the serving carrier is higher than the threshold, the target station turns on Uplink Tx Switching while the secondary carrier selection is also based on the uplink PRB utilization of the candidate carriers. Finally, the validity of XGBoost prediction is verified by the actual operation data in Hangzhou.
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3.
  • Li, Qianqian, et al. (author)
  • Effects of gravity and variable thermal properties on nanofluid convective heat transfer using connected and unconnected walls
  • 2018
  • In: Energy Conversion and Management. - : Elsevier BV. - 0196-8904. ; 171, s. 1440-1448
  • Journal article (peer-reviewed)abstract
    • In this paper, heat transfer characteristics of natural convection in an enclosure are investigated by considering variable thermal properties. The heated enclosure with an aspect ratio of unity is full of an alumina-water nanofluid. To analyze the effect of different thermal properties on the flow and temperature distributions, many comparisons are conducted for various cases at various Rayleigh numbers and volume fractions of nanoparticles (1–9.5%). The effect of low-gravity conditions on natural convection is investigated by using the gravity values of 0.25 g (2.45 m/s2), 0.5 g (4.9 m/s2), 0.75 g (7.35 m/s2) and 1.0 g (0.98 m/s2). It was found that larger temperature gradients near the heated and cold walls can be obtained by increasing the Rayleigh number. By increasing the value of gravity, the flow velocity increased along the y direction. This indicated that gravity has great influence on enhancement of heat transfer. The investigation of the volume fraction of nanoparticles shows that the variation of the Nusselt number for high volume fraction presented a more flat profile than for low volume fraction. The Nusselt number decreased with an increase of the volume fraction. Results for cases with connected and unconnected heated walls are presented. The results showed that heat transfer for the case with the nanoparticle volume fraction of 1% at 1.0 g increased by 89.9% using an unconnected heated wall compared to the connected heated wall.
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  • Result 1-3 of 3

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