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Damien Lim
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Journal Articles

A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring

Accepted Manuscript
Vispi Karkaria, Jie Chen, Christopher Luey, Chase Siuta, Damien Lim, Robert Radulescu, Wei Chen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1419
https://doi.org/10.1115/1.4067270
Published Online: November 26, 2024
View Article titled, A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring
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Topics: Digital twin, Machine learning, Maintenance, Tires
Proceedings Papers

A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring

Vispi Karkaria, Jie Chen, Christopher Luey, Chase Siuta, Damien Lim, Robert Radulescu, Wei Chen
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A023, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-140496
https://doi.org/10.1115/DETC2024-140496
View Paper titled, A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring
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Topics: Algorithms, Digital twin, Machine learning, Maintenance, Modeling, Tires
Journal Articles

A Machine Learning–Based Tire Life Prediction Framework for Increasing Life of Commercial Vehicle Tires

Vispi Karkaria, Jie Chen, Chase Siuta, Damien Lim, Robert Radulescu, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2024, 146(2): 020902.
Paper No: MD-23-1435
https://doi.org/10.1115/1.4063761
Published Online: November 13, 2023
View Article titled, A Machine Learning–Based Tire Life Prediction Framework for Increasing Life of Commercial Vehicle Tires
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Topics: Tires