Xiaomo Jiang

Dalian University of Technology

Huiying Rd

DaLian, LiaoNing, 116024

China

SCHOLARLY PAPERS

7

DOWNLOADS

234

TOTAL CITATIONS

0

Scholarly Papers (7)

A Thermodynamics-Informed Deep Learning Approach for Lightweight Modelling of Gas Turbine Performance

Number of pages: 37 Posted: 10 Sep 2024
Xiaomo Jiang, Yiyang Liu, Manman Wei and Zhicheng Wang
Dalian University of Technology, Dalian University of Technology, Dalian University of Technology and Dalian University of Technology
Downloads 32 (1,051,671)

Abstract:

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Gas TurbineThermodynamic Heat BalancePerformance ModellingLightweight MethodDeep Learning Operator Networks

A Thermodynamics-Informed Deep Learning Approach for Lightweight Modelling of Gas Turbine Performance

Number of pages: 34 Posted: 19 May 2024
Xiaomo Jiang, Yiyang Liu, Zhicheng Wang and Manman Wei
Dalian University of Technology, Dalian University of Technology, Dalian University of Technology and Dalian University of Technology
Downloads 25 (1,137,236)

Abstract:

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Gas Turbine, deep learning, Performance Modelling, Lightweight Method, Deep Learning Operator Networks

2.

A Physics-Informed Neural Networks Approach for Coupled Flow and Heat Transfer Problems

Number of pages: 27 Posted: 23 Dec 2024
Dalian University of Technology, affiliation not provided to SSRN, Dalian University of Technology, Dalian University of Technology - Key Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, Dalian University of Technology and Dalian University of Technology
Downloads 41 (932,772)

Abstract:

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Coupled Flow and Heat Transfer, Physics-Informed Neural Networks, High Reynolds Numbers, Entropy Viscosity

3.

Enhancing Probabilistic Wind Speed Forecasting by Integrating Self-Adaptive Bayesian Wavelet Denoising with Deep Gaussian Process Regression Under Uncertainties

Number of pages: 21 Posted: 13 Feb 2025
Dalian University of Technology, Dalian University of Technology, Dalian University of Technology, Dalian University of Technology, Dalian University of Technology and University of Bergen - Faculty of Mathematics and Natural Sciences
Downloads 33 (1,013,342)

Abstract:

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Wind speed forecasting, Deep Gaussian process, Bayesian wavelet decomposition, Self-adaptive denoising, Data uncertainty

4.

A Novel Nonlinear Fatigue Cumulative Damage Model Based on Machine Learning

Number of pages: 30 Posted: 30 Apr 2024
Zhiyuan Gao, Xiaomo Jiang and Mingqing Cui
Dalian University of Technology, Dalian University of Technology and Dalian University of Technology
Downloads 33 (1,013,342)

Abstract:

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Machine learning, Two-level loading, Fatigue cumulative damage, Manson-Halford model

5.

Physics-Embedded Machine Learning for Fatigue Cumulative Damage Prediction

Number of pages: 36 Posted: 17 Jan 2025
Dalian University of Technology, Dalian University of Technology, Dalian University of Technology, Dalian University of Technology and Dalian University of Technology
Downloads 30 (1,069,434)

Abstract:

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Two-level loading, Fatigue cumulative damage, Damage equivalence, Physics-embedded machine learning, Small sample prediction

Autocorrelation-Based Time Synchronous Averaging for Condition Monitoring of Gearboxes in Wind Turbines

Number of pages: 41 Posted: 20 Sep 2024
Dalian University of Technology, Dalian University of Technology, Dalian University of Technology, Brown University and Clayton State University
Downloads 15 (1,270,897)

Abstract:

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Tachometer-less time synchronous averaging, Wind turbine gearbox, Rotational speed estimation, Correlation theory

Autocorrelation-Based Time Synchronous Averaging for Condition Monitoring of Gearboxes in Wind Turbines

Number of pages: 43 Posted: 12 Mar 2024
Dalian University of Technology, Dalian University of Technology, Dalian University of Technology, Dalian University of Technology and Clayton State University
Downloads 13 (1,296,827)

Abstract:

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Tachometer-less time synchronous averaging, Wind turbine gearbox, Rotational speed estimation, Correlation theory

7.

Multi-Variable Intelligent Auto-Calibration of Transient Performance Model for Gas Turbines Using Data-Physics Fusion

Number of pages: 28 Posted: 07 Apr 2025
Yiyang Liu, Xiaomo Jiang, Yening Wang and Xueyu Cheng
Dalian University of Technology, Dalian University of Technology, Dalian University of Technology and Clayton State University
Downloads 12 (1,261,818)

Abstract:

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Gas Turbine, Transient performance model, Model calibration, genetic algorithm, Data-physics fusion