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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

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

Online Estimation of Lithium-Ion Battery Capacity Using Deep Convolutional Neural Networks

Sheng Shen, M. K. Sadoughi, Xiangyi Chen, Mingyi Hong, Chao Hu
Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A058, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-86347
https://doi.org/10.1115/DETC2018-86347
View Paper titled, Online Estimation of Lithium-Ion Battery Capacity Using Deep Convolutional Neural Networks
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Topics: Artificial neural networks, Lithium-ion batteries, Batteries, Cycles, Failure, Lithium, Machine learning, Machinery, Reliability, Resilience
Proceedings Papers

Ensemble Prognostics With Degradation-Dependent Weights: Prediction of Remaining Useful Life for Aircraft Engines

Zhixiong Li, Dazhong Wu, Chao Hu, Janis Terpenny, Sheng Shen
Proc. ASME. IDETC-CIE2017, Volume 2A: 43rd Design Automation Conference, V02AT03A045, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-68315
https://doi.org/10.1115/DETC2017-68315
View Paper titled, Ensemble Prognostics With Degradation-Dependent Weights: Prediction of Remaining Useful Life for Aircraft Engines
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Topics: Aircraft engines, Algorithms, Engines, Service life (Equipment), Weight (Mass)
Proceedings Papers

Tuning Near Field Radiation by Doped Silicon

Jiawei Shi, Sheng Shen
Proc. ASME. HT2013, Volume 1: Heat Transfer in Energy Systems; Thermophysical Properties; Theory and Fundamental Research in Heat Transfer, V001T03A002, July 14–19, 2013
Publisher: American Society of Mechanical Engineers
Paper No: HT2013-17092
https://doi.org/10.1115/HT2013-17092
View Paper titled, Tuning Near Field Radiation by Doped Silicon
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Topics: Radiation (Physics), Silicon, Electrical conductance, Nanoscale phenomena
Proceedings Papers

Ultra-High Thermal Conductivity Polyethylene Nanofibers

Sheng Shen, Jonathan Tong, Ruiting Zheng, Gang Chen
Proc. ASME. IMECE2011, Volume 10: Heat and Mass Transport Processes, Parts A and B, 369-376, November 11–17, 2011
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2011-64648
https://doi.org/10.1115/IMECE2011-64648
View Paper titled, Ultra-High Thermal Conductivity Polyethylene Nanofibers
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Topics: Nanofibers, Thermal conductivity, Fibers, Metals, Heat transfer, Polymer chains, Polymers
Journal Articles

Application of the Method of Reverberation Ray Matrix to the Early Short Time Transient Responses of Stiffened Laminated Composite Plates

Feng-Ming Li, Chun-Chuan Liu, Sheng Shen, Wen-Hu Huang
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. July 2012, 79(4): 041009.
https://doi.org/10.1115/1.4006238
Published Online: May 9, 2012
View Article titled, Application of the Method of Reverberation Ray Matrix to the Early Short Time Transient Responses of Stiffened Laminated Composite Plates
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Topics: Composite materials, Plates (structures), Sound reverberation, Transients (Dynamics), Stress, Waves
Proceedings Papers

Probing Nanoscale Heat and Force Interactions Using Atomic Force Microscopes (AFM)

Sheng Shen, Anastassios Mavrokefalos, Poetro Sambegoro, Gang Chen
Proc. ASME. IHTC14, 2010 14th International Heat Transfer Conference, Volume 6, 541-544, August 8–13, 2010
Publisher: American Society of Mechanical Engineers
Paper No: IHTC14-23329
https://doi.org/10.1115/IHTC14-23329
View Paper titled, Probing Nanoscale Heat and Force Interactions Using Atomic Force Microscopes (AFM)
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Topics: Atomic force microscopy, Heat, Nanoscale phenomena, Disks, Instrumentation, Probes, Cantilevers, Casimir force, Electric current, Heat conduction
Proceedings Papers

Near-Field Radiative Heat Transfer Between Spherical Surfaces

Arvind Narayanaswamy, Sheng Shen, Gang Chen
Proc. ASME. MNHMT2009, ASME 2009 Second International Conference on Micro/Nanoscale Heat and Mass Transfer, Volume 2, 331-335, December 18–21, 2009
Publisher: American Society of Mechanical Engineers
Paper No: MNHMT2009-18137
https://doi.org/10.1115/MNHMT2009-18137
View Paper titled, Near-Field Radiative Heat Transfer Between Spherical Surfaces
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Topics: Cantilevers, Radiative heat transfer, Atomic force microscopy, Blackbody radiation, Energy dissipation, Heat, Heat transfer, Phonons, Polaritons, Theorems (Mathematics)
Proceedings Papers

Near-Field Thermal Radiation: Comparison of Numerical Results and Experiments

Arvind Narayanaswamy, Sheng Shen, Gang Chen
Proc. ASME. IMECE2008, Volume 10: Heat Transfer, Fluid Flows, and Thermal Systems, Parts A, B, and C, 1621-1630, October 31–November 6, 2008
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2008-69230
https://doi.org/10.1115/IMECE2008-69230
View Paper titled, Near-Field Thermal Radiation: Comparison of Numerical Results and Experiments
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Topics: Thermal radiation, Radiative heat transfer, Approximation, Blackbody radiation, Cantilevers, Sensors
Proceedings Papers

Heat Transfer Spectroscopy and “Heat Transfer-Distance” Curves

Arvind Narayanaswamy, Sheng Shen, Gang Chen
Proc. ASME. IMECE2008, Volume 13: Nano-Manufacturing Technology; and Micro and Nano Systems, Parts A and B, 1301-1309, October 31–November 6, 2008
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2008-69231
https://doi.org/10.1115/IMECE2008-69231
View Paper titled, Heat Transfer Spectroscopy and “Heat Transfer-Distance” Curves
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Topics: Heat, Heat transfer, Spectroscopy, Radiative heat transfer, Atomic force microscopy, Blackbody radiation, Cantilevers, Casimir force, Fluctuations (Physics), Sensors
Proceedings Papers

Thermal Conductance of Bi-Material AFM Cantilevers

Sheng Shen, Avind Narayanaswamy, Shireen Goh, Gang Chen
Proc. ASME. IMECE2008, Volume 13: Nano-Manufacturing Technology; and Micro and Nano Systems, Parts A and B, 799-802, October 31–November 6, 2008
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2008-68078
https://doi.org/10.1115/IMECE2008-68078
View Paper titled, Thermal Conductance of Bi-Material AFM Cantilevers
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Topics: Atomic force microscopy, Cantilevers, Thermal conductivity, Temperature, Lasers, Sensors, Deflection, Signals, Chemical reactions, Euler-Bernoulli beam theory
Proceedings Papers

Near-Field Radiation Between a Sphere and Substrates of Different Materials

Sheng Shen, Arvind Narayanaswamy, Gang Chen
Proc. ASME. ENIC2008, ASME 2008 3rd Energy Nanotechnology International Conference, 71-74, August 10–14, 2008
Publisher: American Society of Mechanical Engineers
Paper No: ENIC2008-53004
https://doi.org/10.1115/ENIC2008-53004
View Paper titled, Near-Field Radiation Between a Sphere and Substrates of Different Materials
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Topics: Radiation (Physics), Atomic force microscopy, Cantilevers, Dielectric materials, Electrical conductance, Metals, Phonons, Polaritons, Radiative heat transfer, Semiconductors (Materials)
Proceedings Papers

A New Slip Model for Gas Lubrication

Sheng Shen, Robert M. Crone, Gang Chen, Manuel Anaya-Dufresne
Proc. ASME. IMECE2006, Tribology, 71-76, November 5–10, 2006
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2006-16275
https://doi.org/10.1115/IMECE2006-16275
View Paper titled, A New Slip Model for Gas Lubrication
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Topics: Lubrication, Boundary-value problems, Poiseuille flow, Pressure, Rarefied fluid dynamics