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Journal Articles

Development of a Constant Force Suspended Backpack for Variable Load and Variable Speed Locomotion

Haotian Ju, Liang Gao, Hongwu Li, Dongbao Sui, Qinghua Zhang, Yanhe Zhu, Jie Zhao
Journal: Journal of Mechanisms and Robotics
Article Type: Research Papers
J. Mechanisms Robotics. October 2023, 15(5): 051006.
Paper No: JMR-22-1139
DOI: https://doi.org/10.1115/1.4055935
Published Online: November 24, 2022
View Article titled, Development of a Constant Force Suspended Backpack for Variable Load and Variable Speed Locomotion
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Topics: Stress, Design, Springs, Stiffness, Pulleys
Journal Articles

Computational Fluid Dynamics-Based Numerical Analysis for Studying the Effect of Mini-Channel Cooling Plate, Flow Characteristics, and Battery Arrangement for Cylindrical Lithium-Ion Battery Pack

Wei Li, Akhil Garg, Ningbo Wang, Liang Gao, My Loan Le Phung, Van Man Tran
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2022, 19(4): 041003.
Paper No: JEECS-22-1024
DOI: https://doi.org/10.1115/1.4054648
Published Online: June 10, 2022
View Article titled, Computational Fluid Dynamics-Based Numerical Analysis for Studying the Effect of Mini-Channel Cooling Plate, Flow Characteristics, and Battery Arrangement for Cylindrical Lithium-Ion Battery Pack
Open the PDF for Computational Fluid Dynamics-Based Numerical Analysis for Studying the Effect of Mini-Channel Cooling Plate, Flow Characteristics, and Battery Arrangement for Cylindrical Lithium-Ion Battery Pack in another window
Topics: Batteries, Cooling, Design, Flow (Dynamics), Heat, Lithium-ion batteries, Plates (structures), Temperature, Temperature uniformity, Aluminum
Journal Articles

Engineering Design of Battery Module for Electric Vehicles: Comprehensive Framework Development Based on Density Functional Theory, Topology Optimization, Machine Learning, Multidisciplinary Design Optimization, and Digital Twins

N. Ghosh, Akhil Garg, Wei Li, Liang Gao, T. Nguyen-Thoi
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030902.
Paper No: JEECS-21-1084
DOI: https://doi.org/10.1115/1.4052042
Published Online: August 23, 2021
View Article titled, Engineering Design of Battery Module for Electric Vehicles: Comprehensive Framework Development Based on Density Functional Theory, Topology Optimization, Machine Learning, Multidisciplinary Design Optimization, and Digital Twins
Open the PDF for Engineering Design of Battery Module for Electric Vehicles: Comprehensive Framework Development Based on Density Functional Theory, Topology Optimization, Machine Learning, Multidisciplinary Design Optimization, and Digital Twins in another window
Topics: Batteries, Design, Electrodes, Optimization
Journal Articles

Numerical Calculation About Influence of Crystallizer Structure on the Stress Evolution Process of Horizontal Continuous Casting of Copper Tubes

Yao Xiao, Yi Han, Ming Huang, Xin-Liang Gao, Jia-Yin Liu
Journal: Journal of Pressure Vessel Technology
Article Type: Research-Article
J. Pressure Vessel Technol. April 2022, 144(2): 021502.
Paper No: PVT-20-1077
DOI: https://doi.org/10.1115/1.4051616
Published Online: August 18, 2021
View Article titled, Numerical Calculation About Influence of Crystallizer Structure on the Stress Evolution Process of Horizontal Continuous Casting of Copper Tubes
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Topics: Casting, Caves, Copper, Stress, Shapes, Temperature, Cooling
Proceedings Papers

A Data-Driven Proactive Scheduling Approach for Hybrid Flow Shop Scheduling Problem

Dong Han, Wangming Li, Xinyu Li, Liang Gao, Yang Li
Proc. ASME. MSEC2021, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A002, June 21–25, 2021
Paper No: MSEC2021-61672
DOI: https://doi.org/10.1115/MSEC2021-61672
View Paper titled, A Data-Driven Proactive Scheduling Approach for Hybrid Flow Shop Scheduling Problem
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Topics: Flow (Dynamics), Manufacturing, Machinery, Stability, Breakdown (Electricity), Design, Manufacturing industry, Manufacturing systems, Optimization algorithms, Pandemics
Journal Articles

A Hybrid Convolutional Neural Network-Long Short Term Memory for Discharge Capacity Estimation of Lithium-Ion Batteries

Yongsheng Li, Akhil Garg, Shruti Shevya, Wei Li, Liang Gao, Jasmine Siu Lee Lam
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030901.
Paper No: JEECS-21-1093
DOI: https://doi.org/10.1115/1.4051802
Published Online: August 4, 2021
View Article titled, A Hybrid Convolutional Neural Network-Long Short Term Memory for Discharge Capacity Estimation of Lithium-Ion Batteries
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Topics: Batteries, Lithium-ion batteries, Electric vehicles, Temperature, Cycles, Trains
Journal Articles

Special Section on Degradation Prediction and Recycling of Renewable Energy and Energy Storage Systems: Scenarios of 2020–2025

Liang Gao, Akhil Garg
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Guest Editorial
J. Electrochem. En. Conv. Stor. August 2021, 18(3): 030301.
Paper No: JEECS-21-1100
DOI: https://doi.org/10.1115/1.4051349
Published Online: June 15, 2021
View Article titled, Special Section on Degradation Prediction and Recycling of Renewable Energy and Energy Storage Systems: Scenarios of 2020–2025
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Topics: Energy storage, Recycling, Renewable energy
Journal Articles

A Deep Lifelong Learning Method for Digital Twin-Driven Defect Recognition With Novel Classes

Gao Yiping, Li Xinyu, Liang Gao
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2021, 21(3): 031004.
Paper No: JCISE-20-1218
DOI: https://doi.org/10.1115/1.4049960
Published Online: February 11, 2021
View Article titled, A Deep Lifelong Learning Method for Digital Twin-Driven Defect Recognition With Novel Classes
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Topics: Data collection, Delays, Sensors, Weight (Mass), Manufacturing, Machine learning
Proceedings Papers

A Broad Transfer Learning Algorithm for Classification of Bearing Faults

Guokai Liu, Liang Gao, Weiming Shen, Andrew Kusiak
Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A028, September 3, 2020
Paper No: MSEC2020-8312
DOI: https://doi.org/10.1115/MSEC2020-8312
View Paper titled, A Broad Transfer Learning Algorithm for Classification of Bearing Faults
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Topics: Algorithms, Bearings, Fault diagnosis, Condition monitoring, Manufacturing industry
Journal Articles

A Thompson Sampling Efficient Multi-Objective Optimization Algorithm (TSEMO) for Lithium-Ion Battery Liquid-Cooled Thermal Management System: Study of Hydrodynamic, Thermodynamic, and Structural Performance

A. Garg, Cheng Liu, A. K. Jishnu, Liang Gao, My Loan Le Phung, Van Man Tran
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2021, 18(2): 021009.
Paper No: JEECS-20-1068
DOI: https://doi.org/10.1115/1.4048537
Published Online: October 23, 2020
View Article titled, A Thompson Sampling Efficient Multi-Objective Optimization Algorithm (TSEMO) for Lithium-Ion Battery Liquid-Cooled Thermal Management System: Study of Hydrodynamic, Thermodynamic, and Structural Performance
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Topics: Algorithms, Batteries, Cooling, Design, Heat, Optimization, Pareto optimization, Temperature, Thermal management, Lithium-ion batteries
Journal Articles

A Comprehensive Flowrate Optimization Design for a Novel Air–Liquid Cooling Coupled Battery Thermal Management System

Siqi Chen, Xuezhe Wei, Akhil Garg, Liang Gao
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2021, 18(2): 021008.
Paper No: JEECS-20-1078
DOI: https://doi.org/10.1115/1.4048538
Published Online: October 14, 2020
View Article titled, A Comprehensive Flowrate Optimization Design for a Novel Air–Liquid Cooling Coupled Battery Thermal Management System
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Topics: Batteries, Cooling, Design, Optimization, Temperature, Thermal management, Air flow, Temperature distribution, Pareto optimization, Sensitivity analysis
Journal Articles

A Framework of Optimal Design of Thermal Management System for Lithium-Ion Battery Pack Using Multi-Objectives Optimization

Xiangping Liao, Chong Ma, Xiongbin Peng, Yuwu Li, Lianfeng Duan, Akhil Garg, Liang Gao
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2021, 18(2): 021005.
Paper No: JEECS-20-1029
DOI: https://doi.org/10.1115/1.4048010
Published Online: August 24, 2020
View Article titled, A Framework of Optimal Design of Thermal Management System for Lithium-Ion Battery Pack Using Multi-Objectives Optimization
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Topics: Batteries, Computational fluid dynamics, Design, Lithium-ion batteries, Optimization, Pareto optimization, Temperature, Thermal management, Experimental design, Algorithms
Journal Articles

Optimization for Liquid Cooling Cylindrical Battery Thermal Management System Based on Gaussian Process Model

Wei Li, Akhil Garg, Mi Xiao, Liang Gao
Journal: Journal of Thermal Science and Engineering Applications
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. April 2021, 13(2): 021015.
Paper No: TSEA-20-1237
DOI: https://doi.org/10.1115/1.4047526
Published Online: August 5, 2020
View Article titled, Optimization for Liquid Cooling Cylindrical Battery Thermal Management System Based on Gaussian Process Model
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Topics: Batteries, Cooling, Design, Optimization, Temperature, Thermal management, Pressure drop, Safety, Water
Journal Articles

Heat Transfer Efficiency Enhancement of Lithium-Ion Battery Packs by Using Novel Design of Herringbone Fins

Wei Li, A.K. Jishnu, Akhil Garg, Mi Xiao, Xiongbin Peng, Liang Gao
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2020, 17(2): 021108.
Paper No: JEECS-19-1130
DOI: https://doi.org/10.1115/1.4046160
Published Online: March 3, 2020
View Article titled, Heat Transfer Efficiency Enhancement of Lithium-Ion Battery Packs by Using Novel Design of Herringbone Fins
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Topics: Batteries, Fins, Heat, Pressure drop, Temperature, Design, Heat transfer, Flow (Dynamics), Cooling, Lithium-ion batteries
Proceedings Papers

A New Joint Data-Model Driven Dynamic Scheduling Architecture for Intelligent Workshop

Kunkun Peng, Xinyu Li, Liang Gao, Xi (Vincent) Wang, Yiping Gao
Proc. ASME. MSEC2019, Volume 1: Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing, V001T02A034, June 10–14, 2019
Paper No: MSEC2019-2799
DOI: https://doi.org/10.1115/MSEC2019-2799
View Paper titled, A New Joint Data-Model Driven Dynamic Scheduling Architecture for Intelligent Workshop
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Topics: Manufacturing, Workshops (Work spaces)
Journal Articles

Battery Thermal Management System Design: Role of Influence of Nanofluids, Flow Directions, and Channels

Sanjay Srinivaas, Wei Li, Akhil Garg, Xiongbin Peng, Liang Gao
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2020, 17(2): 021110.
Paper No: JEECS-19-1085
DOI: https://doi.org/10.1115/1.4045325
Published Online: November 14, 2019
View Article titled, Battery Thermal Management System Design: Role of Influence of Nanofluids, Flow Directions, and Channels
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Topics: Batteries, Design, Flow (Dynamics), Nanofluids, Temperature, Thermal management, Heat, Coolants
Journal Articles

A Novel Approach for Enhancing Thermal Performance of Battery Modules Based on Finite Element Modeling and Predictive Modeling Mechanism

Akhil Garg, C. Ruhatiya, Xujian Cui, Xiongbin Peng, Yogesh Bhalerao, Liang Gao
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2020, 17(2): 021103.
Paper No: JEECS-19-1061
DOI: https://doi.org/10.1115/1.4045194
Published Online: November 12, 2019
View Article titled, A Novel Approach for Enhancing Thermal Performance of Battery Modules Based on Finite Element Modeling and Predictive Modeling Mechanism
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Topics: Artificial neural networks, Batteries, Design, Finite element analysis, Finite element methods, Modeling, Optimization, Thermal management, Temperature, Cooling
Journal Articles

Electrochemical Performance Enhancement of Sodium-Ion Batteries Fabricated With NaNi 1/3 Mn 1/3 Co 1/3 O 2 Cathodes Using Support Vector Regression-Simplex Algorithm Approach

C. Ruhatiya, Surinder Singh, Ankit Goyal, Xiaodong Niu, Thi Ngoc Hanh Nguyen, Van Hoang Nguyen, Van Man Tran, My Loan Phung LE, Akhil Garg, Liang Gao
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2020, 17(1): 011009.
Paper No: JEECS-19-1031
DOI: https://doi.org/10.1115/1.4044358
Published Online: September 23, 2019
View Article titled, Electrochemical Performance Enhancement of Sodium-Ion Batteries Fabricated With NaNi 1/3 Mn 1/3 Co 1/3 O 2 Cathodes Using Support Vector Regression-Simplex Algorithm Approach
Open the PDF for Electrochemical Performance Enhancement of Sodium-Ion Batteries Fabricated With NaNi 1/3 Mn 1/3 Co 1/3 O 2 Cathodes Using Support Vector Regression-Simplex Algorithm Approach in another window
Topics: Algorithms, Cycles, Manufacturing, Optimization, Sodium, Stability, Support vector machines, Sol-gel processing, Electrodes, Density
Journal Articles

Topology Optimization of Periodic Structures With Substructuring

Junjian Fu, Liang Xia, Liang Gao, Mi Xiao, Hao Li
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. July 2019, 141(7): 071403.
Paper No: MD-18-1358
DOI: https://doi.org/10.1115/1.4042616
Published Online: March 13, 2019
View Article titled, Topology Optimization of Periodic Structures With Substructuring
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Topics: Design, Optimization, Periodic structures, Topology, Condensation
Journal Articles

Multiphysics-Based Statistical Model for Investigating the Mechanics of Carbon Nanotubes Membranes for Proton-Exchange Membrane Fuel Cell Applications

V. Vijayaraghavan, A. Garg, Liang Gao
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research-Article
J. Electrochem. En. Conv. Stor. August 2019, 16(3): 031005.
Paper No: JEECS-18-1100
DOI: https://doi.org/10.1115/1.4042554
Published Online: February 19, 2019
View Article titled, Multiphysics-Based Statistical Model for Investigating the Mechanics of Carbon Nanotubes Membranes for Proton-Exchange Membrane Fuel Cell Applications
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Topics: Carbon nanotubes, Membranes, Proton exchange membrane fuel cells, Strength (Materials), Hydrogen, Mechanical properties, Machine learning, Temperature, Molecular dynamics simulation