Concepedia

Jingxin Zhang

JZ

Statistics

Publications

13

Citations

500

H-Index

12

Active since

2016

Affiliations

Tsinghua University(Current)

University of Reading

Shandong University of Science and Technology

Southeast University

Quanzhou Institute of Equipment Manufacturing Haixi Institute

Jingxin Zhang is an author at Tsinghua University specializing in fault detection, computer science, and process monitoring.

Publications per year

2016–2024

13

Publications

13

An Improved Mixture of Probabilistic PCA for Nonlinear Data-Driven Process Monitoring

Jingxin Zhang, Hao Chen, Songhang Chen et al. · IEEE Transactions on Cybernetics · 2017 · 95 citations · Full text

Engineering, Computer Engineering, Computer Science +17

A Data-Driven Learning Approach for Nonlinear Process Monitoring Based on Available Sensing Measurements

Shen Yin, Chengming Yang, Jingxin Zhang et al. · IEEE Transactions on Industrial Electronics · 2016 · 54 citations

Engineering, Computer Science, Systems Engineering +17

Continual Learning for Multimode Dynamic Process Monitoring With Applications to an Ultra–Supercritical Thermal Power Plant

Jingxin Zhang, Donghua Zhou, Maoyin Chen et al. · IEEE Transactions on Automation Science and Engineering · 2022 · 48 citations

Computing, Computer Science, Systems Engineering +17

Adaptive Cointegration Analysis and Modified RPCA With Continual Learning Ability for Monitoring Multimode Nonstationary Processes

Jingxin Zhang, Donghua Zhou, Maoyin Chen · IEEE Transactions on Cybernetics · 2022 · 42 citations

Computing, Data Science, Forecasting +12

Self-Learning Sparse PCA for Multimode Process Monitoring

Jingxin Zhang, Donghua Zhou, Maoyin Chen · IEEE Transactions on Industrial Informatics · 2022 · 41 citations

Computing, Computer Engineering, Computer Science +17

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