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Yutian Ren
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Machine learning-based real-time monitoring system for smart connected worker to improve energy efficiency
S Bian, C Li, Y Fu, Y Ren, T Wu, GP Li, B Li
Journal of Manufacturing Systems 61, 66-76, 2021
232021
Applications of information channels to physics-informed neural networks for WiFi signal propagation simulation at the edge of the industrial internet of things
E Olivares, H Ye, A Herrero, BA Nia, Y Ren, RP Donovan
Neurocomputing 454, 405-416, 2021
122021
A contextual sensor system for non-intrusive machine status and energy monitoring
Y Ren, GP Li
Journal of Manufacturing Systems 62, 87-101, 2022
92022
An Interactive and Adaptive Learning Cyber Physical Human System for Manufacturing with a Case Study in Worker Machine Interactions
Y Ren, GP Li
IEEE Transactions on Industrial Informatics 18 (10), 2022
72022
Smart connected worker edge platform for smart manufacturing: Part 2—Implementation and on‐site deployment case study
RP Donovan, YG Kim, A Manzo, Y Ren, S Bian, T Wu, S Purawat, ...
Journal of Advanced Manufacturing and Processing 4 (4), e10130, 2022
42022
Smart connected worker edge platform for smart manufacturing: Part 1—Architecture and platform design
YG Kim, RP Donovan, Y Ren, S Bian, T Wu, S Purawat, AJ Manzo, ...
Journal of Advanced Manufacturing and Processing 4 (4), e10129, 2022
42022
A Self-Labeling Method for Adaptive Machine Learning by Interactive Causality
Y Ren, AH Yen, GP Li
IEEE Transactions on Artificial Intelligence, 2023
32023
Interactive Causality-Enabled Adaptive Machine Learning in Cyber-Physical Systems: Technology and Applications in Manufacturing and Beyond
Y Ren, A Yen, S Saraj, GP Li
Principles and Applications of Adaptive Artificial Intelligence, 179-206, 2024
12024
A Cyber Manufacturing IoT System for Adaptive Machine Learning Model Deployment by Interactive Causality Enabled Self-Labeling
Y Ren, Y He, X Zhang, A Yen, GP Li
arXiv preprint arXiv:2404.05976, 2024
2024
Self-Labeling in Multivariate Causality and Quantification for Adaptive Machine Learning
Y Ren, AH Yen, GP Li
arXiv preprint arXiv:2404.05809, 2024
2024
Non-intrusive workflow assessment (NIWA) for manufacturing optimization
GP Li, MJ Klopfer, S Gago-Masague, RP Donovan, Y Ren
US Patent 11,526,827, 2022
2022
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