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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

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Topics: Flow (Dynamics), Manufacturing, Machinery, Stability, Breakdown (Electricity), Design, Manufacturing industry, Manufacturing systems, Optimization algorithms, Pandemics

Journal Articles

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

Liang Gao, Akhil Garg

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

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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

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

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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

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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

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

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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

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

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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

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

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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

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

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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

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

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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

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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

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

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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

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

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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

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

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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

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

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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

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

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Topics: Carbon nanotubes, Membranes, Proton exchange membrane fuel cells, Strength (Materials), Hydrogen, Mechanical properties, Machine learning, Temperature, Molecular dynamics simulation

Journal citation

NARROW

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

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

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

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

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

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

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

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

A Broad Transfer Learning Algorithm for Classification of Bearing Faults

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

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

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

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

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

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

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

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

Topology Optimization of Periodic Structures With Substructuring

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

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