Tongtong Yan

21 papers Journal 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
A unified threshold-constrained optimization framework for consistent and interpretable cross-machine condition monitoring.
Reliab. Eng. Syst. Saf.
Tongtong Yan, Xueqi Xing, Dong Wang, Kwok-Leung Tsui, Min Xia
2026 J jnl
RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data.
CoRR
Peiyan Hu, Haodong Feng, Hongyuan Liu, Tongtong Yan, Wenhao Deng, Tianrun Gao, Rong Zheng, Haoren Zheng, Chenglei Yu, Chuanrui Wang, Kaiwen Li, Zhi-Ming Ma, Dezhi Zhou, Xingcai Lu, Dixia Fan, Tailin Wu
2025 J jnl
Early prediction of battery life using an interpretable health indicator with evolutionary computing.
Reliab. Eng. Syst. Saf.
Xueqi Xing, Tongtong Yan, Min Xia
2025 J jnl
Interpretable degradation tensor modeling through multi-scale and multi-level time-frequency feature fusion for machine health monitoring.
Inf. Fusion
Tongtong Yan, Xueqi Xing, Dong Wang, Kwok-Leung Tsui, Min Xia
2025 J jnl
Two-Dimensional Optimization Framework of Online Interpretable Time-Frequency Feature Learning for Practical Machine Health Monitoring.
IEEE Trans. Reliab.
Tongtong Yan, Dong Wang, Tangbin Xia, Lifeng Xi, Min Xia
2024 J jnl
Discrimination- and Sparsity-Driven Weight-Oriented Optimization Model for Interpretable Initial Fault Detection and Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Tongtong Yan, Dong Wang, Yu Wang
2024 J jnl
Interpretable temporal degradation state chain based fusion graph for intelligent bearing fault detection.
Adv. Eng. Informatics
Tangbin Xia, Xueqi Xing, Tongtong Yan, Dong Wang, Ershun Pan, Lifeng Xi
2024 J jnl
Novel Anchor Discrimination Learning for Physics-Informed Machine Degradation Modeling.
IEEE Trans. Reliab.
Tongtong Yan, Dong Wang, Tangbin Xia, Lifeng Xi
2024 J jnl
Online Piecewise Convex-Optimization Interpretable Weight Learning for Machine Life Cycle Performance Assessment.
IEEE Trans. Neural Networks Learn. Syst.
Tongtong Yan, Dong Wang, Tangbin Xia, Ershun Pan, Zhike Peng, Lifeng Xi
2024 J jnl
Relation between fault characteristic frequencies and local interpretability shapley additive explanations for continuous machine health monitoring.
Eng. Appl. Artif. Intell.
Tongtong Yan, Xueqi Xing, Tangbin Xia, Dong Wang
2024 J jnl
Weight-Based Large Margin Hyperdisks for Explainable Performance Degradation Modeling.
IEEE Trans. Instrum. Meas.
Tongtong Yan, Dong Wang, Wang Shi, Shiyu Hu, Ming Lu
2023 J jnl
Interpretable federated learning for machine condition monitoring: Interpretable average global model as a fault feature library.
Eng. Appl. Artif. Intell.
Xiao Feng, Dong Wang, Bingchang Hou, Tongtong Yan
2023 J jnl
New Shapeness Property and Its Convex Optimization Model for Interpretable Machine Degradation Modeling.
IEEE Trans. Reliab.
Tongtong Yan, Dong Wang, Tangbin Xia, Ershun Pan, Zhike Peng, Lifeng Xi
2023 J jnl
Optimal Squared Wald Statistics-Based Methodology for On-Line Machine Condition Monitoring and Degradation Assessment.
IEEE Trans. Instrum. Meas.
Yu Wang, Dong Wang, Tongtong Yan
2023 J jnl
Sparse and Flexible Convex-Hull Representation for Machine Degradation Modeling.
IEEE Trans. Reliab.
Tongtong Yan, Yuting Wang, Tangbin Xia, Bingchang Hou, Lifeng Xi, Dong Wang
2022 J jnl
A Generic Framework for Degradation Modeling Based on Fusion of Spectrum Amplitudes.
IEEE Trans Autom. Sci. Eng.
Tongtong Yan, Dong Wang, Tangbin Xia, Lifeng Xi
2022 J jnl
Accelerated Stress Factors Based Nonlinear Wiener Process Model for Lithium-Ion Battery Prognostics.
IEEE Trans. Ind. Electron.
Jin-Zhen Kong, Dong Wang, Tongtong Yan, Jingzhe Zhu, Xi Zhang
2022 J jnl
Generic Framework for Integration of First Prediction Time Detection With Machine Degradation Modelling from Frequency Domain.
IEEE Trans. Reliab.
Tongtong Yan, Dong Wang, Bingchang Hou, Zhike Peng
2022 J jnl
Integration of a Novel Knowledge-Guided Loss Function With an Architecturally Explainable Network for Machine Degradation Modeling.
IEEE Trans. Instrum. Meas.
Tongtong Yan, Yichu Fu, Ming Lu, Zhinong Li, Changqing Shen, Dong Wang
2021 J jnl
Adaptive Weighted Signal Preprocessing Technique for Machine Health Monitoring.
IEEE Trans. Instrum. Meas.
Bingchang Hou, Dong Wang, Yi Wang, Tongtong Yan, Zhike Peng, Kwok-Leung Tsui
2021 J jnl
Definition of Signal-to-Noise Ratio of Health Indicators and Its Analytic Optimization for Machine Performance Degradation Assessment.
IEEE Trans. Instrum. Meas.
Tongtong Yan, Dong Wang, Jin-Zhen Kong, Tangbin Xia, Zhike Peng, Lifeng Xi