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Journal Articles

Study of the Influence of Sisal Fiber Length on Cement Emulsified Asphalt Mixture and Its Strengthening Mechanism

Chao Hu, Zhigang Zhou, Yaoyao Luo
Journal: Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Technical Papers
J. Test. Eval.. March 2024, 52(2): 1206–1223.
Paper No: JTE20230414
https://doi.org/10.1520/JTE20230414
Published Online: March 1, 2024
View Article titled, Study of the Influence of Sisal Fiber Length on Cement Emulsified Asphalt Mixture and Its Strengthening Mechanism
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Journal Articles

Joint Special Section: Advances in Design and Manufacturing for Sustainability

Mihaela Banu, Sara Behdad, Daniel Cooper, Karl R. Haapala, Chao Hu, Harrison Kim, Astrid Layton, Barbara S. Linke, Jie Zhang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Manuf. Sci. Eng. February 2024, 146(2): 020201.
Paper No: MANU-23-1762
https://doi.org/10.1115/1.4064363
Published Online: January 8, 2024
View Article titled, Joint Special Section: Advances in Design and Manufacturing for Sustainability
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Topics: Design, Manufacturing, Sustainability
Journal Articles

Joint Special Issue: Advances in Design and Manufacturing for Sustainability

Mihaela Banu, Sara Behdad, Daniel Cooper, Karl Haapala, Chao Hu, Harrison Kim, Astrid Layton, Barbara S. Linke, Jie Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. February 2024, 146(2): 020301.
Paper No: MD-23-1879
https://doi.org/10.1115/1.4064362
Published Online: January 8, 2024
View Article titled, Joint Special Issue: Advances in Design and Manufacturing for Sustainability
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Topics: Design, Manufacturing, Sustainability
Proceedings Papers

Additive Gaussian Process Regression for Metamodeling in High-Dimensional Problems

Anh Tran, Kathryn Maupin, Ankush Kumar Mishra, Zhen Hu, Chao Hu
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A012, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116555
https://doi.org/10.1115/DETC2023-116555
View Paper titled, Additive Gaussian Process Regression for Metamodeling in High-Dimensional Problems
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Topics: Approximation, Design, Dimensions, Engineering systems and industry applications, Machine learning, Metamodeling, Optimization, Sensitivity analysis, Uncertainty quantification
Proceedings Papers

Physics-Informed Neural Networks for Degradation Diagnostics of Lithium-Ion Batteries

Sina Navidi, Adam Thelen, Tingkai Li, Chao Hu
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A049, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116940
https://doi.org/10.1115/DETC2023-116940
View Paper titled, Physics-Informed Neural Networks for Degradation Diagnostics of Lithium-Ion Batteries
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Topics: Artificial neural networks, Lithium-ion batteries, Machine learning, Physics
Journal Articles

Reman Co-Design: A Combined Design and Remanufacturing Optimization Framework for the Sustainable Design of High-Value Components

Mohammad Behtash, Xinyang Liu, Matthew Davied, Todd Thompson, Roger Burjes, Michael Lee, Pingfeng Wang, Chao Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2024, 146(2): 020901.
Paper No: MD-23-1447
https://doi.org/10.1115/1.4063660
Published Online: November 7, 2023
View Article titled, Reman Co-Design: A Combined Design and Remanufacturing Optimization Framework for the Sustainable Design of High-Value Components
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Topics: Design, Manifolds, Optimization, Damage
Journal Articles

Study on the Effect and Mechanism of Different Snowmelt Agents on Asphalt

Chao Hu, Zhigang Zhou, Yaoyao Luo
Journal: Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Technical Papers
J. Test. Eval.. November 2023, 51(6): JTE20220618.
Paper No: JTE20220618
https://doi.org/10.1520/JTE20220618
Published Online: November 1, 2023
View Article titled, Study on the Effect and Mechanism of Different Snowmelt Agents on Asphalt
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Journal Articles

Degradation-Aware Ensemble of Diverse Predictors for Remaining Useful Life Prediction

Venkat Nemani, Adam Thelen, Chao Hu, Steve Daining
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031706.
Paper No: MD-22-1420
https://doi.org/10.1115/1.4056149
Published Online: November 24, 2022
View Article titled, Degradation-Aware Ensemble of Diverse Predictors for Remaining Useful Life Prediction
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Topics: Batteries, Service life (Equipment), Rolling bearings, Uncertainty, Lithium-ion batteries, Bearings
Proceedings Papers

Dynamically Weighted Ensemble of Diverse Learners for Remaining Useful Life Prediction

Venkat Nemani, Adam Thelen, Chao Hu, Steve Daining
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A041, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90252
https://doi.org/10.1115/DETC2022-90252
View Paper titled, Dynamically Weighted Ensemble of Diverse Learners for Remaining Useful Life Prediction
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Topics: Lithium-ion batteries, Rolling bearings, Service life (Equipment)
Journal Articles

Reliability-Informed Economic and Energy Evaluation for Bi-Level Design for Remanufacturing: A Case Study of Transmission and Hydraulic Manifold

Venkat P. Nemani, Jinqiang Liu, Navaid Ahmed, Adam Cartwright, Gül E. Kremer, Chao Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 082001.
Paper No: MD-21-1742
https://doi.org/10.1115/1.4054160
Published Online: April 22, 2022
View Article titled, Reliability-Informed Economic and Energy Evaluation for Bi-Level Design for Remanufacturing: A Case Study of Transmission and Hydraulic Manifold
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Topics: Cycles, Design, Reliability, Energy consumption, Manifolds
Proceedings Papers

Physics-Informed Machine Learning for Degradation Diagnostics of Lithium-Ion Batteries

Adam Thelen, Yu Hui Lui, Sheng Shen, Simon Laflamme, Shan Hu, Chao Hu
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A041, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71407
https://doi.org/10.1115/DETC2021-71407
View Paper titled, Physics-Informed Machine Learning for Degradation Diagnostics of Lithium-Ion Batteries
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Topics: Lithium-ion batteries, Machine learning, Physics
Proceedings Papers

Reliability-Informed Economic and Energy Evaluation for Design for Remanufacturing: A Case Study on a Hydraulic Manifold

Venkat P. Nemani, Jinqiang Liu, Navaid Ahmed, Adam Cartwright, Gül E. Kremer, Chao Hu
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A044, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-67996
https://doi.org/10.1115/DETC2021-67996
View Paper titled, Reliability-Informed Economic and Energy Evaluation for Design for Remanufacturing: A Case Study on a Hydraulic Manifold
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Topics: Cycles, Design, Economics , Manifolds, Reliability
Journal Articles

Reliability-Informed Life Cycle Warranty Cost and Life Cycle Analysis of Newly Manufactured and Remanufactured Units

Meng Li, Venkat P. Nemani, Jinqiang Liu, Michael A. Lee, Navaid Ahmed, Gül E. Kremer, Chao Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 112001.
Paper No: MD-20-1585
https://doi.org/10.1115/1.4050741
Published Online: May 19, 2021
View Article titled, Reliability-Informed Life Cycle Warranty Cost and Life Cycle Analysis of Newly Manufactured and Remanufactured Units
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Topics: Cycles, Life cycle assessment, Reliability, Energy consumption, Failure, Transportation systems, Manufacturing
Proceedings Papers

Application of Finite Element Method in Time Domain to a Rotor System With Nonlinear Supports

Liguo Wang, Wenhu Huang, Chao Hu
Proc. ASME. IDETC-CIE2001, Volume 6C: 18th Biennial Conference on Mechanical Vibration and Noise, 2861-2866, September 9–12, 2001
Publisher: American Society of Mechanical Engineers
Paper No: DETC2001/VIB-21639
https://doi.org/10.1115/DETC2001/VIB-21639
View Paper titled, Application of Finite Element Method in Time Domain to a Rotor System With Nonlinear Supports
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Topics: Finite element methods, Rotors, Bearings, Algebra, Displacement, Dynamic systems, Finite element analysis, Nonlinear differential equations
Proceedings Papers

Application of Mechanized Mathematics in Rotor Dynamics

Liguo Wang, Wenhu Huang, Chao Hu
Proc. ASME. IDETC-CIE2001, Volume 6C: 18th Biennial Conference on Mechanical Vibration and Noise, 2789-2795, September 9–12, 2001
Publisher: American Society of Mechanical Engineers
Paper No: DETC2001/VIB-21628
https://doi.org/10.1115/DETC2001/VIB-21628
View Paper titled, Application of Mechanized Mathematics in Rotor Dynamics
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Topics: Mathematics, Rotordynamics, Bearings, Rotors, Whirls, Algebra, China, Disks
Proceedings Papers

Reliability-Informed Life-Cycle Warranty Cost Analysis: A Case Study on a Transmission in Agricultural Equipment

Meng Li, Jinqiang Liu, Venkat Pavan Nemani, Navaid Ahmed, Gül E. Kremer, Chao Hu
Proc. ASME. IDETC-CIE2020, Volume 6: 25th Design for Manufacturing and the Life Cycle Conference (DFMLC), V006T06A033, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22710
https://doi.org/10.1115/DETC2020-22710
View Paper titled, Reliability-Informed Life-Cycle Warranty Cost Analysis: A Case Study on a Transmission in Agricultural Equipment
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Topics: Agricultural machinery, Cycles, Reliability
Proceedings Papers

Expected Uncertainty Reduction for Sequential Kriging-Based Reliability Analysis

Meng Li, Sheng Shen, Vahid Barzegar, Mohammadkazem Sadoughi, Simon Laflamme, Chao Hu
Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A043, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22680
https://doi.org/10.1115/DETC2020-22680
View Paper titled, Expected Uncertainty Reduction for Sequential Kriging-Based Reliability Analysis
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Topics: Event history analysis, Uncertainty
Proceedings Papers

A Reliability Model Validation Method for Mitigating the Effects of Measurement Uncertainty

Mohammadkazem Sadoughi, Meng Li, Joseph Beck, Chao Hu
Proc. ASME. IDETC-CIE2019, Volume 1: 39th Computers and Information in Engineering Conference, V001T02A075, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98202
https://doi.org/10.1115/DETC2019-98202
View Paper titled, A Reliability Model Validation Method for Mitigating the Effects of Measurement Uncertainty
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Topics: Measurement uncertainty, Model validation, Reliability
Proceedings Papers

System Reliability Analysis Using Hybrid Gaussian Process Model

Meng Li, Mohammad Kazem Sadoughi, Zhen Hu, Chao Hu
Proc. ASME. IDETC-CIE2019, Volume 2B: 45th Design Automation Conference, V02BT03A045, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98173
https://doi.org/10.1115/DETC2019-98173
View Paper titled, System Reliability Analysis Using Hybrid Gaussian Process Model
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Topics: Event history analysis
Journal Articles

High-Dimensional Reliability-Based Design Optimization Involving Highly Nonlinear Constraints and Computationally Expensive Simulations

Meng Li, Mohammadkazem Sadoughi, Chao Hu, Zhen Hu, Amin Toghi Eshghi, Soobum Lee
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. May 2019, 141(5): 051402.
Paper No: MD-18-1456
https://doi.org/10.1115/1.4041917
Published Online: January 11, 2019
View Article titled, High-Dimensional Reliability-Based Design Optimization Involving Highly Nonlinear Constraints and Computationally Expensive Simulations
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Topics: Design, Dimensions, Errors, Event history analysis, Modeling, Reliability-based optimization, Uncertainty, Reliability