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Xiaolei Yang

affiliation not provided to SSRN

SCHOLARLY PAPERS

6

DOWNLOADS

344

TOTAL CITATIONS

10

Scholarly Papers (6)

1.

Reinforcement Learning-Enhanced Genetic Algorithm for Wind Farm Layout Optimization

Number of pages: 35 Posted: 29 Nov 2024
Hohai University, Nanjing University of Science and Technology, affiliation not provided to SSRN, Hohai University and affiliation not provided to SSRN
Downloads 136 (544,251)

Abstract:

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Reinforcement learning, Genetic algorithm, Wind farm layout optimization

2.

A Data-Driven Distributed Force Model for Wall-Modeled Large-Eddy Simulations of Rough-Wall Turbulence

Number of pages: 23 Posted: 12 Dec 2023
Zhideng Zhou, Shilong Li, Guowei He and Xiaolei Yang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 77 (830,555)

Abstract:

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distributed force model, equivalent sandgrain roughness height, deep neural network, rough-wall turbulence, large-eddy simulation

3.

Validation of the Dynamic Wake Meandering Model Against Large Eddy Simulation for Horizontal and Vertical Steering of Wind Turbine Wakes

Number of pages: 41 Posted: 13 Jul 2023
Norwegian University of Science and Technology (NTNU), affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 39 (1,196,171)
Citation 9

Abstract:

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Wake steering, wake meandering, tilt, yaw, large eddy simulation, dynamic wake meandering

4.

A Method Using Scada Data for Diagnosing Wind Turbine's Anemometer Systematic Errors

Number of pages: 35 Posted: 02 May 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 38 (1,236,159)

Abstract:

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Wind turbines, Anemometer systematic error, Air temperature, Turbulence intensity, Yaw angle

5.

A Features-Embedded-Learning Immersed Boundary Model for Large-Eddy Simulation of Turbulent Flows with Complex Boundaries

Number of pages: 27 Posted: 16 May 2025
Zhideng Zhou, Fengshun Zhang and Xiaolei Yang
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 36 (1,277,121)
Citation 1

Abstract:

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Machine Learning, large-eddy simulation, immersed boundary method, wall model, DARPA Suboff

6.

A physics-embedded symbolic wall model for large-eddy simulation of separated flows​

Number of pages: 42 Posted: 09 Feb 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 18 (1,491,251)

Abstract:

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wall model, separated flows, symbolic regression, feature importance analysis, Neural Networks, ensemble Kalman method