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Jiachi Yao

Data-driven lithium-ion batteries capacity estimation based on deep transfer learning using partial segment of charging/discharging data
2023 · Jiachi Yao, Te Han · Energy · 220
Multi-sensor fusion fault diagnosis method of wind turbine bearing based on adaptive convergent viewable neural networks
2024 · Xinming Li, Yanxue Wang, et al. · Reliability Engineering & System Safety · 189
Fault diagnosis of planetary gearbox based on acoustic signals
2021 · Jiachi Yao, Chao Liu, et al. · Applied Acoustics · 88
Noise source identification of diesel engine based on variational mode decomposition and robust independent component analysis
2016 · Jiachi Yao, Yang Xiang, et al. · Applied Acoustics · 88
Semi-supervised adversarial deep learning for capacity estimation of battery energy storage systems
2024 · Jiachi Yao, Zhonghao Chang, et al. · Energy · 77
Confidence-aware quantile Transformer for reliable degradation prediction of battery energy storage systems
2025 · Rui Wu, Jinpeng Tian, et al. · Reliability Engineering & System Safety · 50
Twins transformer: rolling bearing fault diagnosis based on cross-attention fusion of time and frequency domain features
2024 · Zhikang Gao, Yanxue Wang, et al. · Measurement Science and Technology · 49
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Adaptive Convergent Visibility Graph Network: An interpretable method for intelligent rolling bearing diagnosis
2024 · Xinming Li, Yanxue Wang, et al. · Mechanical Systems and Signal Processing · 43
Energy-Propagation Graph Neural Networks for Enhanced Out-of-Distribution Fault Analysis in Intelligent Construction Machinery Systems
2024 · Xinming Li, Meng Li, et al. · IEEE Internet of Things Journal · 41
A planetary gearbox fault diagnosis method based on time-series imaging feature fusion and a transformer model
2022 · Rui Wu, Chao Liu, et al. · Measurement Science and Technology · 34
Fault detection of complex planetary gearbox using acoustic signals
2021 · Jiachi Yao, Chao Liu, et al. · Measurement · 31
Noise source separation of diesel engine by combining binaural sound localization method and blind source separation method
2017 · Jiachi Yao, Yang Xiang, et al. · Mechanical Systems and Signal Processing · 26
Wind turbine blade damage identification using lightweight YOLO11 with multi-scale dilated attention
2025 · Wenjing Xu, Jiachi Yao, et al. · Applied Soft Computing · 20
A low-frequency fault detection method for low-speed planetary gearbox based on acoustic signals
2022 · Jiachi Yao, Chao Liu, et al. · Applied Acoustics · 19
Numerical investigation on the effects of HC geometry on the flow and heat transfer in the disk cavity system at the turbine vane root
2023 · Bo Hu, Jiachi Yao, et al. · Applied Thermal Engineering · 16
Utilizing large-scale foundation models for prognostics and health management in wind turbines: Techniques, challenges, and future directions
2025 · Jiachi Yao, Te Han · Renewable and Sustainable Energy Reviews · 11
Noise Source Separation of an Internal Combustion Engine Based on a Single‐Channel Algorithm
2019 · Jiachi Yao, Yang Xiang, et al. · Shock and Vibration · 11
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Radiation Noise Separation of Internal Combustion Engine Based on Gammatone-RobustICA Method
2017 · Jiachi Yao, Yang Xiang, et al. · Shock and Vibration · 9
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An Element-Free Galerkin Coupled with Improved Infinite Element Method for Exterior Acoustic Problem
2018 · Shaowei Wu, Yang Xiang, et al. · Journal of Theoretical and Computational Acoustics · 7
A Meshfree Radial Point Interpolation Coupled with Infinite Acoustic Wave Envelope Element Method for Computing Acoustic Fields
2018 · Shaowei Wu, Yang Xiang, et al. · Acta acustica united with Acustica · 6
Research on Experimental Method for Obtaining Independent Combustion Noise of Internal Combustion Engine
2018 · Yang Xiang, Jiachi Yao, et al. · Shock and Vibration · 5
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Application of limited penetrable visibility graph neural network for intelligent diagnosis of rolling bearings
2025 · Xinming Li, Shuangchen Zhao, et al. · CRC Press eBooks · 1
Research on the influence of acoustic short circuit fault of air spring isolator on ship floating raft isolation system
2024 · Shuai Wang, Minyue Lu, et al. · Advances in Mechanical Engineering · 1
Research on performance prediction of gas turbine air filtration system based on transformation-gated LSTM method
2021 · Jiachi Yao, Chao Liu, et al. · 2021 2nd International Conference on Electronics, Communications and Information Technology (CECIT) · 1
Comparative analysis and forecasting of isentropic efficiency of gas turbine compressor with ARIMA, VAR, NARNN and ANFIS approaches
2021 · Jiachi Yao, Chao Liu, et al. · IOP Conference Series Materials Science and Engineering · 1
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Works count: 32
Citation count: 1,044
H-index: 15
I10-index: 17
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