Get started
Author

Laifa Tao

Observed names: Lai-fa Tao, Laifa TAO, Tao Lai Fa, Tao Lai fa, Tao Laifa, Tao, Laifa
ORCID: 0000-0002-9232-7216
Observed ORCID: 0000-0002-9232-7216
OpenAlex ID: A5044052333
LLM-based framework for bearing fault diagnosis
2024 · Laifa Tao, Haifei Liu, et al. · Mechanical Systems and Signal Processing · 214
PDF
Intelligent fault diagnosis for rotating machinery using deep Q-network based health state classification: A deep reinforcement learning approach
2019 · Yu Ding, Liang Ma, et al. · Advanced Engineering Informatics · 179
An end-to-end framework for remaining useful life prediction of rolling bearing based on feature pre-extraction mechanism and deep adaptive transformer model
2021 · Xuanyuan Su, Hongmei Liu, et al. · Computers & Industrial Engineering · 118
A review of stochastic battery models and health management
2017 · Laifa Tao, Jian Ma, et al. · Renewable and Sustainable Energy Reviews · 118
A hybrid transfer learning scheme for remaining useful life prediction and cycle life test optimization of different formulation Li-ion power batteries
2020 · Jian Ma, Pengchao Shang, et al. · Applied Energy · 94
Autonomous docking trajectory optimization for unmanned surface vehicle: A hierarchical method
2023 · Xinwei Wang, Zhilong Deng, et al. · Ocean Engineering · 56
Transfer Learning Strategies for Deep Learning-based PHM Algorithms
2020 · Fan Yang, Wenjin Zhang, et al. · Applied Sciences · 55
PDF
An Adaptive Fault Diagnosis Framework Under Class-Imbalanced Conditions Based on Contrastive Augmented Deep Reinforcement Learning
2022 · Qin Zhao, Yu Ding, et al. · Expert Systems with Applications · 39
Soft decision-making based on decision-theoretic rough set and Takagi-Sugeno fuzzy model with application to the autonomous fault diagnosis of satellite power system
2020 · Mingliang Suo, Laifa Tao, et al. · Aerospace Science and Technology · 38
An outline of Prognostics and health management Large Model: Concepts, Paradigms, and challenges
2025 · Laifa Tao, Shangyu Li, et al. · Mechanical Systems and Signal Processing · 37
PDF
An intelligent approach to machine component health prognostics by utilizing only truncated histories
2013 · Chen Lu, Laifa Tao, et al. · Mechanical Systems and Signal Processing · 34
Single-parameter decision-theoretic rough set
2020 · Mingliang Suo, Laifa Tao, et al. · Information Sciences · 33
Artificial Fish Swarm Algorithm‐Based Particle Filter for Li‐Ion Battery Life Prediction
2014 · Ye Tian, Chen Lu, et al. · Mathematical Problems in Engineering · 33
PDF
Long-term degradation prediction and assessment with heteroscedasticity telemetry data based on GRU-GARCH and MD hybrid method: An application for satellite
2021 · Laifa Tao, Tong Zhang, et al. · Aerospace Science and Technology · 32
An adversarial model for electromechanical actuator fault diagnosis under nonideal data conditions
2022 · Chao Wang, Laifa Tao, et al. · Neural Computing and Applications · 31
A rail defect detection framework under class-imbalanced conditions based on improved you only look once network
2024 · Yu Ding, Qin Zhao, et al. · Engineering Applications of Artificial Intelligence · 29
Robust state of charge estimation based on a sequence-to-sequence mapping model with process information
2020 · Liang Ma, Zili Wang, et al. · Journal of Power Sources · 28
A warm-started trajectory planner for fixed-wing unmanned aerial vehicle formation
2023 · Xin Li, Lei Wang, et al. · Applied Mathematical Modelling · 27
Similarity recognition of online data curves based on dynamic spatial time warping for the estimation of lithium-ion battery capacity
2015 · Laifa Tao, Chen Lu, et al. · Journal of Power Sources · 26
Hierarchical cognize framework for the multi-fault diagnosis of the interconnected system based on domain knowledge and data fusion
2022 · Tong Zhang, Laifa Tao, et al. · Expert Systems with Applications · 21
Bearing Health Assessment Based on Chaotic Characteristics
2013 · Chen Lu, Qian Sun, et al. · Shock and Vibration · 20
PDF
Open-Set Fault Recognition and Inference for Rolling Bearing Based on Open Fault Semantic Subspace
2023 · Yu Chen, Laifa Tao, et al. · IEEE Transactions on Instrumentation and Measurement · 19
Multi-signal fusion diagnosis of gearbox based on minimum Bayesian risk reclassification and adaptive weighting
2021 · Laifa Tao, Lulu Sun, et al. · Measurement · 19
Real-time hierarchical risk assessment for UAVs based on recurrent fusion autoencoder and dynamic FCE: A hybrid framework
2021 · Xuanyuan Su, Laifa Tao, et al. · Applied Soft Computing · 18
An EWT-PCA and Extreme Learning Machine Based Diagnosis Approach for Hydraulic Pump
2020 · Yu Ding, Liang Ma, et al. · IFAC-PapersOnLine · 18
Works count: 103
Citation count: 1,620
H-index: 20
I10-index: 35
Year
Topic
Type