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Author

Tianchi Ma

Observed name: 马天驰
ORCID: 0000-0001-5317-0482
Observed ORCID: 0000-0001-5317-0482
OpenAlex ID: A5091817788
Data and Decision Level Fusion-Based Crack Detection for Compressor Blade Using Acoustic and Vibration Signal
2022 · Di Song, Tianchi Ma, et al. · IEEE Sensors Journal · 38
Multi-objective acoustic sensor placement optimization for crack detection of compressor blade based on reinforcement learning
2023 · Di Song, Junxian Shen, et al. · Mechanical Systems and Signal Processing · 30
Crack damage monitoring for compressor blades based on acoustic emission with novel feature and hybridized feature selection
2022 · Di Song, Feiyun Xu, et al. · Structural Health Monitoring · 28
Double Gaussian potential stochastic resonance method and its application in centrifugal fan blade crack detection
2021 · Tianchi Ma, Feiyu Xu, et al. · Chinese Journal of Physics · 28
A vibro-acoustic signals hybrid fusion model for blade crack detection
2023 · Tianchi Ma, Junxian Shen, et al. · Mechanical Systems and Signal Processing · 27
Fault diagnosis of rolling bearing based on multiscale one-dimensional hybrid binary pattern
2021 · Susheng Cao, Feiyu Xu, et al. · Measurement · 24
An embedded physical information network for blade crack detection considering dynamic multi-level credibility
2024 · Junxian Shen, Tianchi Ma, et al. · Mechanical Systems and Signal Processing · 20
Blade crack detection based on domain adaptation and autoencoder of multidimensional vibro-acoustic feature fusion
2023 · Junxian Shen, Di Song, et al. · Structural Health Monitoring · 20
Two-level fusion of multi-sensor information for compressor blade crack detection based on self-attention mechanism
2022 · Di Song, Junxian Shen, et al. · Structural Health Monitoring · 17
Blade crack detection using variational model decomposition and time-delayed feedback nonlinear tri-stable stochastic resonance
2022 · Tianchi Ma, Di Song, et al. · Structural Health Monitoring · 16
Wavelet packet decomposition with motif patterns for rolling bearing fault diagnosis under variable working loads
2024 · Qiang Wang, Feiyun Xu, et al. · Journal of Vibration and Control · 11
Multi-sensor and multi-level information fusion model for compressor blade crack detection
2023 · Tianchi Ma, Junxian Shen, et al. · Measurement · 11
Unsaturated piecewise bistable stochastic resonance with three kinds of asymmetries driven by multiplicative and additive noise
2022 · Tianchi Ma, Junxian Shen, et al. · Chaos Solitons & Fractals · 11
Incremental learning BiLSTM based on dynamic proportional adjustment mechanism and experience replay for quantitative detection of blade crack propagation
2023 · Junxian Shen, Tianchi Ma, et al. · Structural Health Monitoring · 10
Fault feature recognition of centrifugal compressor with cracked blade based on SNR estimation and adaptive stochastic resonance
2022 · Di Song, Feiyun Xu, et al. · Structural Health Monitoring · 10
Multiobjective-Based Acoustic Sensor Configuration for Structural Health Monitoring of Compressor Blade
2023 · Di Song, Tianchi Ma, et al. · IEEE Sensors Journal · 8
Unsaturated piecewise bistable stochastic resonance with three kinds of asymmetries and time-delayed feedback
2022 · Tianchi Ma, Di Song, et al. · Chaos Solitons & Fractals · 8
A multi-sensor fused incremental detection model for blade crack with cross-attention mechanism and Dempster-Shafer evidence theory
2024 · Tianchi Ma, Yuguang Fu · Advanced Engineering Informatics · 7
An unsupervised mixed-up differential replay mechanism for propagation detection of blade crack
2025 · Junxian Shen, Ennan Gao, et al. · Advanced Engineering Informatics · 6
Acoustic Sensor Placement Optimization for Compressor Based on Adversarial Transfer Learning and Vibro-Acoustic Simulation
2023 · Di Song, Junxian Shen, et al. · IEEE Sensors Journal · 6
Incremental Learning-Based Quantitative Crack Detection Using Prioritized Experience Replaying and Layered Importance Sampling
2024 · Di Song, Tianchi Ma, et al. · IEEE Sensors Journal · 4
A compressor blade crack detection method based on the multilevel information fusion of acoustic and vibration signals
2024 · Jiakang Wen, Tianchi Ma, et al. · Structural Health Monitoring · 3
Quantitative blade damage detection based on multisource domain and multistage joint transfer
2024 · Junxian Shen, Tianchi Ma, et al. · Structural Health Monitoring · 3
A novel blade crack detection method based on diffusion model with acoustic-vibration fusion
2023 · Xun Zhao, Feiyun Xu, et al. · IEEE International Conference on Industrial Informatics (INDIN) · 3
A two-level fusion model of vibro-acoustic signals for centrifugal fan blade crack detection
2024 · Tianchi Ma, Junxian Shen, et al. · Structural Health Monitoring · 2
Works count: 33
Citation count: 356
H-index: 11
I10-index: 15
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