Fault Reconstruction Based on Sliding Mode Observers. - Jiahui Luan; Laifa Tao; Chen Lu 001 (CSIE (6), 2009)

Lithium-Ion Battery Capacity Estimation: A Method Based on Visual Cognition. - Yujie Cheng; Laifa Tao; Chao Yang (Complex., 2017)

Intelligent fault diagnosis for rotating machinery using deep Q-network based health state classification: A deep reinforcement learning approach. - Yu Ding 003; Liang Ma; Jian Ma 006; Mingliang Suo; Laifa Tao; Yujie Cheng; Chen Lu 001 (Adv. Eng. Informatics, 2019)

Degradation Dynamics Cognition and Prediction of Li-Ion Battery: An Integrated Methodology for Alleviating Range Anxiety. - Laifa Tao; Tong Zhang; Jie Hao; Xiaolin Wang; Chen Lu 001; Mingliang Suo; Yu Ding 003 (IEEE Access, 2020)

Single-parameter decision-theoretic rough set. - Mingliang Suo; Laifa Tao; Baolong Zhu; Xuewen Miao; Zhichao Liang; Yu Ding 003; Xingliu Zhang; Tong Zhang (Inf. Sci., 2020)

Extension of labeled multiple attribute decision making based on fuzzy neighborhood three-way decision. - Mingliang Suo; Yujie Cheng; Chunqing Zhuang; Yu Ding 003; Chen Lu 001; Laifa Tao (Neural Comput. Appl., 2020)

State-of-Health Assessment for Aero-Engine Based on Density-Distance Clustering and Fuzzy Bayesian Risk. - Ning Ma; Fan Yang 079; Laifa Tao; Mingliang Suo (IEEE Access, 2021)

Real-time hierarchical risk assessment for UAVs based on recurrent fusion autoencoder and dynamic FCE: A hybrid framework. - Xuanyuan Su; Laifa Tao; Hongmei Liu 004; Lizhi Wang; Mingliang Suo (Appl. Soft Comput., 2021)

An end-to-end framework for remaining useful life prediction of rolling bearing based on feature pre-extraction mechanism and deep adaptive transformer model. - Xuanyuan Su; Hongmei Liu 004; Laifa Tao; Chen Lu 001; Mingliang Suo (Comput. Ind. Eng., 2021)

Hierarchical cognize framework for the multi-fault diagnosis of the interconnected system based on domain knowledge and data fusion. - Tong Zhang; Laifa Tao; Xiaoding Wang 002; Cong Zhang; Shangyu Li; Jie Hao; Chen Lu 001; Mingliang Suo (Expert Syst. Appl., 2022)

An adversarial model for electromechanical actuator fault diagnosis under nonideal data conditions. - Chao Wang; Laifa Tao; Yu Ding 003; Chen Lu 001; Jian Ma 006 (Neural Comput. Appl., 2022)

Fault Diagnosis based on Behavior and State-Awareness Digital Twin of Key Equipment in Power Supply System. - Haifei Liu; Qin Zhao; Jie Hao; Laifa Tao; Chen Lu 001 (SAFEPROCESS, 2023)

A case-learning-based paradigm for quantitative recommendation of fault diagnosis algorithms: A case study of gearbox. - XinYu Zou; Laifa Tao; Lulu Sun; Chao Wang; Jian Ma 006; Chen Lu 001 (Reliab. Eng. Syst. Saf., 2023)

An adaptive fault diagnosis framework under class-imbalanced conditions based on contrastive augmented deep reinforcement learning. - Qin Zhao; Yu Ding 003; Chen Lu 001; Chao Wang; Liang Ma; Laifa Tao; Jian Ma 006 (Expert Syst. Appl., 2023)

An Outline of Prognostics and Health Management Large Model: Concepts, Paradigms, and Challenges. - Laifa Tao; Shangyu Li; Haifei Liu; Qixuan Huang; Liang Ma; Guoao Ning; Yiling Chen; Yunlong Wu; Bin Li; Weiwei Zhang; Zhengduo Zhao; Wenchao Zhan; et al. (CoRR, 2024)

LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAG. - Laifa Tao; Qixuan Huang; Xianjun Wu; Weiwei Zhang; Yunlong Wu; Bin Li; Chen Lu 001; Xingshuo Hai (CoRR, 2024)

A rail defect detection framework under class-imbalanced conditions based on improved you only look once network. - Yu Ding 003; Qin Zhao; Tianhao Li; Chen Lu 001; Laifa Tao; Jian Ma 006 (Eng. Appl. Artif. Intell., 2024)

Open-Set Fault Recognition and Inference for Rolling Bearing Based on Open Fault Semantic Subspace. - Yu Chen; Laifa Tao; Xue Liu; Jian Ma 006; Chen Lu 001; Hongmei Liu 004 (IEEE Trans. Instrum. Meas., 2024)

Quantitative recommendation of fault diagnosis algorithms based on multi-order random graph convolution under case-learning paradigm. - Chen Lu 001; XinYu Zou; Lulu Sun; Zhengduo Zhao; Laifa Tao; Yu Ding 003; Jian Ma 006 (Adv. Eng. Informatics, 2025)

UBMF: Uncertainty-aware bayesian meta-learning framework for fault diagnosis with imbalanced industrial data. - Zhixuan Lian; Shangyu Li; Qixuan Huang; Zijian Huang 006; Haifei Liu; Jianan Qiu; Puyu Yang; Laifa Tao (Knowl. Based Syst., 2025)

Pre-Trained Large Language Model Based Remaining Useful Life Transfer Prediction of Bearing. - Laifa Tao; Zhengduo Zhao; Xuesong Wang; Bin Li; Wenchao Zhan; Xuanyuan Su; Shangyu Li; Qixuan Huang; Haifei Liu; Chen Lu 001; Zhixuan Lian (CoRR, 2025)

PHM-Bench: A Domain-Specific Benchmarking Framework for Systematic Evaluation of Large Models in Prognostics and Health Management. - Puyu Yang; Laifa Tao; Zijian Huang 006; Haifei Liu; Wenyan Cao; Hao Ji; Jianan Qiu; Qixuan Huang; Xuanyuan Su; Yuhang Xie; Jun Zhang; Shangyu Li; et al. (CoRR, 2025)