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Journal Articles

A Repeated Commuting Driving Cycle Dataset With Application to Short-Term Vehicle Velocity Forecasting

Yuanzhi Liu, Jie Zhang
Journal: Journal of Autonomous Vehicles and Systems
Publisher: ASME
Article Type: Research Papers
J. Auton. Veh. Sys. July 2021, 1(3): 031002.
Paper No: JAVS-21-1017
https://doi.org/10.1115/1.4052996
Published Online: December 2, 2021
View Article titled, A Repeated Commuting Driving Cycle Dataset With Application to Short-Term Vehicle Velocity Forecasting
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Topics: Artificial neural networks, Cycles, Traffic, Vehicles, Algorithms, Roads
Proceedings Papers

Short-Term Vehicle Velocity Forecasting via Cycle Segmentation Model Selection

Yuanzhi Liu, Jie Zhang
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A027, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-69058
https://doi.org/10.1115/DETC2021-69058
View Paper titled, Short-Term Vehicle Velocity Forecasting via Cycle Segmentation Model Selection
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Topics: Cycles, Image segmentation, Vehicles
Journal Articles

Electric Vehicle Battery Thermal and Cabin Climate Management Based on Model Predictive Control

Yuanzhi Liu, Jie Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031705.
Paper No: MD-20-1279
https://doi.org/10.1115/1.4048816
Published Online: November 10, 2020
View Article titled, Electric Vehicle Battery Thermal and Cabin Climate Management Based on Model Predictive Control
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Topics: Batteries, Energy management, Air conditioning, Temperature, Predictive control, Thermal management, Energy consumption
Proceedings Papers

A Model Predictive Control-Based Energy Management Strategy Considering Electric Vehicle Battery Thermal and Cabin Climate Control

Yuanzhi Liu, Jie Zhang
Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A022, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22318
https://doi.org/10.1115/DETC2020-22318
View Paper titled, A Model Predictive Control-Based Energy Management Strategy Considering Electric Vehicle Battery Thermal and Cabin Climate Control
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Topics: Air conditioning, Batteries, Climate, Electric vehicle batteries, Energy management, Thermal management, Electric vehicles, Energy consumption, Energy efficiency, Energy management systems
Proceedings Papers

Self-Adapting Intelligent Battery Thermal Management System via Artificial Neural Network Based Model Predictive Control

Yuanzhi Liu, Jie Zhang
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A026, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98205
https://doi.org/10.1115/DETC2019-98205
View Paper titled, Self-Adapting Intelligent Battery Thermal Management System via Artificial Neural Network Based Model Predictive Control
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Topics: Artificial neural networks, Batteries, Electric vehicles, Optimization, Predictive control, Thermal management
Proceedings Papers

Surrogate Based Multi-Objective Optimization of J-Type Battery Thermal Management System

Yuanzhi Liu, Payam Ghassemi, Souma Chowdhury, Jie Zhang
Proc. ASME. IDETC-CIE2018, Volume 2B: 44th Design Automation Conference, V02BT03A034, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85620
https://doi.org/10.1115/DETC2018-85620
View Paper titled, Surrogate Based Multi-Objective Optimization of J-Type Battery Thermal Management System
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Topics: Batteries, Pareto optimization, Thermal management, Energy efficiency, Computational fluid dynamics, Engineering simulation, Optimization, Pressure drop, Simulation, Temperature
Journal Articles

Multidisciplinary and Multifidelity Design Optimization of Electric Vehicle Battery Thermal Management System

Xiaobang Wang, Yuanzhi Liu, Wei Sun, Xueguan Song, Jie Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. September 2018, 140(9): 094501.
Paper No: MD-17-1569
https://doi.org/10.1115/1.4040484
Published Online: June 22, 2018
View Article titled, Multidisciplinary and Multifidelity Design Optimization of Electric Vehicle Battery Thermal Management System
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Topics: Design, Optimization, Thermal management, Batteries, Computational fluid dynamics
Proceedings Papers

An Experimental Parametric Study of Air-Based Battery Thermal Management System for Electric Vehicles

Yuanzhi Liu, Mao Li, Jie Zhang
Proc. ASME. IDETC-CIE2017, Volume 2A: 43rd Design Automation Conference, V02AT03A024, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67841
https://doi.org/10.1115/DETC2017-67841
View Paper titled, An Experimental Parametric Study of Air-Based Battery Thermal Management System for Electric Vehicles
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Topics: Batteries, Electric vehicles, Thermal management, Computational fluid dynamics, Design, Cooling, Flow (Dynamics), Heat flux, Experimental design, Simulation results