Weiqing Huang

Beijing Institute of Technology

5 South Zhongguancun street

Center for Energy and Environmental Policy Researc

Beijing, 100081

China

SCHOLARLY PAPERS

10

DOWNLOADS

318

TOTAL CITATIONS

2

Scholarly Papers (10)

Machine Learning-Based Prediction for Time Series Damage Evolution of Ni-Based Superalloy Microstructures

Number of pages: 27 Posted: 16 Jul 2022
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, affiliation not provided to SSRN and Beijing Institute of Technology
Downloads 43 (945,884)

Abstract:

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DZ125 superalloy, Long short-term memory neural network, Grey theory, Microstructure damage evolution, Fatigue life prediction

Machine Learning-Based Prediction for Time Series Damage Evolution of Ni-Based Superalloy Microstructures

Number of pages: 28 Posted: 11 Jun 2022
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, affiliation not provided to SSRN and Beijing Institute of Technology
Downloads 32 (1,062,204)

Abstract:

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DZ125 superalloy, Long short-term memory neural network, Grey theory, Microstructure damage evolution, Fatigue life prediction

2.

Prediction of Mechanical Properties of Zl702a Based on Neural Network and Regression Analysis

Number of pages: 33 Posted: 15 Feb 2022
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Air Force Engineering University
Downloads 55 (824,136)

Abstract:

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Casting aluminum alloy, Microstructure, Neural network, Linear regression, Mechanical properties prediction

3.

Study on the Microstructure and Mechanical Property Degradation of K403 Ni-Based Superalloy Under Ultra-Long-Term Service

Number of pages: 25 Posted: 28 Sep 2022
Beijing Institute of Technology, Beijing Institute of Technology, affiliation not provided to SSRN, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 29 (1,068,168)

Abstract:

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Ni-based superalloy, Turbine blade, Ultra-long-term service, Microstructural degradation, Mechanical properties

Variable Time-Horizon Predictive Control of Hybrid Uavs Via Supervised Learning

Number of pages: 30 Posted: 13 Feb 2025
Beijing Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Institute of Technology
Downloads 16 (1,267,318)

Abstract:

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hybrid, energy management strategy, dynamic programming, supervised learning, model predictive control

Variable Time-Horizon Predictive Control of Hybrid Uavs Via Supervised Learning

Number of pages: 30 Posted: 10 Mar 2025
Beijing Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Institute of Technology
Downloads 12 (1,317,881)

Abstract:

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hybrid, Energy management strategy, Dynamic Programming, supervised learning, Model predictive control

5.

Research on Damage Prediction Methods for Service Turbine Blades Based on Meta-Learning

Number of pages: 26 Posted: 03 Nov 2023
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 27 (1,091,698)

Abstract:

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Meta-learning, Machine learning, Nickel-based superalloys, Damage prediction, Microstructure

6.

Study of Lstm-Based Constitutive Modeling for Coupled Multimodal Microstructure Time-Series Damage in Dz125 Superalloy

Number of pages: 27 Posted: 12 Jun 2024
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 26 (1,103,418)

Abstract:

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DZ125 superalloy, Multimodal microstructure damage, LSTM, Constitutive model, UMAT

7.

Study on the Microstructure and Mechanical Property Degradation of Ni-Based Superalloy in Long-Term Service

Number of pages: 26 Posted: 30 Aug 2022
Beijing Institute of Technology, Beijing Institute of Technology, affiliation not provided to SSRN, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 26 (1,103,418)

Abstract:

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Ni-based superalloy, Turbine blade, Microscopic characteristic, Microstructural degradation, Mechanical properties

8.

Study on Mechanical Properties of Ni-Based Superalloys Coupled with Quantified Weights of Multi-Modal Microstructure Damage Evolution

Number of pages: 29 Posted: 28 Jul 2023
Dongwei Li, Jinxiang Liu, Weiqing Huang, Ning Li and Kailin Liu
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 22 (1,152,237)
Citation 2

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Ni-based superalloys, Multi-modal microstructure, Weights, Damage variable, Mechanical properties

9.

Predictive Energy Management Based on Flight Condition Recognition for Hybrid Uavs

Number of pages: 30 Posted: 16 Apr 2024
Beijing Institute of Technology, Rocket Force University of Engineering, affiliation not provided to SSRN, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 18 (1,200,969)

Abstract:

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Hybrid powertrain, Unmanned aerial vehicle, Energy management, Condition recognition, Model predictive control, machine learning

10.

Predictive Energy Management Based on Flight Condition Recognition for Unmanned Aerial Vehicles

Number of pages: 27 Posted: 10 May 2024
Beijing Institute of Technology, Rocket Force University of Engineering, affiliation not provided to SSRN, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 12 (1,270,208)

Abstract:

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Hybrid powertrain, Unmanned aerial vehicle, Energy Management, Condition recognition, model predictive control, Machine learning