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Journal Articles

An automated data-driven approach for product design strategies to respond to market disruption following COVID-19

Accepted Manuscript
Seyoung Park, Kangcheng Lin, Junegak Joung, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1210
https://doi.org/10.1115/1.4066684
Published Online: September 25, 2024
View Article titled, An automated data-driven approach for product design strategies to respond to market disruption following COVID-19
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Topics: Product design, Laptop computers, Pandemics, Preferences, Batteries, Data collection, Data-driven design, Design automation, Machine learning
Journal Articles

Towards Sustainable Integration: Techno-Economic Analysis and Future Perspectives of Co-Located Wind and Hydrogen Energy Systems

Honglin Li, Jie Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2024, 146(2): 020903.
Paper No: MD-23-1521
https://doi.org/10.1115/1.4063971
Published Online: December 18, 2023
View Article titled, Towards Sustainable Integration: Techno-Economic Analysis and Future Perspectives of Co-Located Wind and Hydrogen Energy Systems
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Topics: Economics , Hydrogen, Sustainability, Wind, Wind energy, Fuel cells, Batteries, Sensitivity analysis, Energy storage, Storage
Journal Articles

Global Product Design Platforming: A Comparison of Two Equilibrium Solution Methods

Sarah Case, Jeremy J. Michalek, Kate S. Whitefoot
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061702.
Paper No: MD-22-1435
https://doi.org/10.1115/1.4056685
Published Online: February 20, 2023
View Article titled, Global Product Design Platforming: A Comparison of Two Equilibrium Solution Methods
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Topics: Batteries, China, Design, Equilibrium (Physics), Optimization, Algorithms, Vehicles, Product design
Includes: Supplementary data
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
Journal Articles

Valuation of Continuous Monitoring Systems for Engineering System Design in Recurrent Maintenance Decision Scenarios

Xinyang Liu, Pingfeng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091702.
Paper No: MD-21-1657
https://doi.org/10.1115/1.4054493
Published Online: June 13, 2022
View Article titled, Valuation of Continuous Monitoring Systems for Engineering System Design in Recurrent Maintenance Decision Scenarios
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Topics: Design, Maintenance, Monitoring systems, Decision making, Engineering systems and industry applications, Batteries, Failure
Journal Articles

Phrase Embedding and Clustering for Sub-Feature Extraction From Online Data

Seyoung Park, Harrison M. Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. May 2022, 144(5): 054501.
Paper No: MD-21-1257
https://doi.org/10.1115/1.4052904
Published Online: December 6, 2021
View Article titled, Phrase Embedding and Clustering for Sub-Feature Extraction From Online Data
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Topics: Batteries, Design, Feature extraction, Fingerprints, Noise (Sound), Preferences, Product design, Security, Storage, Natural language processing
Journal Articles

Analysis of Dynamic Changes in Customer Sentiment on Product Features After the Outbreak of COVID-19 Based on Online Reviews

Jinju Kim, Seyoung Park, Harrison M. Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. February 2022, 144(2): 024501.
Paper No: MD-21-1175
https://doi.org/10.1115/1.4052789
Published Online: November 9, 2021
View Article titled, Analysis of Dynamic Changes in Customer Sentiment on Product Features After the Outbreak of COVID-19 Based on Online Reviews
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Topics: Batteries, Data collection, Design, Feature extraction, Preferences, Profitability, Product design
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
Journal Articles

Estimating Effect of Additional Sample on Uncertainty Reduction in Reliability Analysis Using Gaussian Process

Sangjune Bae, Chanyoung Park, Nam H. Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2020, 142(11): 111706.
Paper No: MD-19-1811
https://doi.org/10.1115/1.4047002
Published Online: June 16, 2020
View Article titled, Estimating Effect of Additional Sample on Uncertainty Reduction in Reliability Analysis Using Gaussian Process
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Topics: Event history analysis, Failure, Probability, Reliability, Uncertainty, Batteries
Journal Articles

A Decomposition-Based Optimization Algorithm for Combined Plant and Control Design of Interconnected Dynamic Systems

Mohammad Behtash, Michael J. Alexander-Ramos
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2020, 142(6): 061703.
Paper No: MD-19-1617
https://doi.org/10.1115/1.4046240
Published Online: March 3, 2020
View Article titled, A Decomposition-Based Optimization Algorithm for Combined Plant and Control Design of Interconnected Dynamic Systems
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Topics: Design, Dynamic systems, Optimization, Engines, Batteries
Journal Articles

Data-Driven Design of Control Strategies for Distributed Energy Systems

Philip Odonkor, Kemper Lewis
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2019, 141(11): 111404.
Paper No: MD-19-1150
https://doi.org/10.1115/1.4044077
Published Online: September 16, 2019
View Article titled, Data-Driven Design of Control Strategies for Distributed Energy Systems
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Topics: Batteries, Design, Storage, Photovoltaic power systems, Distributed power generation
Journal Articles

Multidisciplinary Design of Electric Vehicles Based on Hierarchical Multi-Objective Optimization

Kesavan Ramakrishnan, Gianpiero Mastinu, Massimiliano Gobbi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. September 2019, 141(9): 091404.
Paper No: MD-17-1678
https://doi.org/10.1115/1.4043840
Published Online: July 19, 2019
View Article titled, Multidisciplinary Design of Electric Vehicles Based on Hierarchical Multi-Objective Optimization
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Topics: Batteries, Design, Electric vehicles, Engines, Motors, Optimization, Pareto optimization, Vehicles, Wheels, Energy consumption
Journal Articles

Automated Design of Energy Efficient Control Strategies for Building Clusters Using Reinforcement Learning

Philip Odonkor, Kemper Lewis
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2019, 141(2): 021704.
Paper No: MD-18-1541
https://doi.org/10.1115/1.4041629
Published Online: December 20, 2018
View Article titled, Automated Design of Energy Efficient Control Strategies for Building Clusters Using Reinforcement Learning
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Topics: Batteries, Storage, Algorithms, Design
Journal Articles

Design of a Test Platform for the Determination of Lithium-Ion Batteries State of Health

Jules-Adrien Capitaine, Qing Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2019, 141(2): 021702.
Paper No: MD-18-1498
https://doi.org/10.1115/1.4041855
Published Online: December 20, 2018
View Article titled, Design of a Test Platform for the Determination of Lithium-Ion Batteries State of Health
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Topics: Batteries, Circuits, Lithium-ion batteries, Cycles, Switches, Design
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
Journal Articles

Autonomous Electric Vehicle Sharing System Design

Namwoo Kang, Fred M. Feinberg, Panos Y. Papalambros
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. January 2017, 139(1): 011402.
Paper No: MD-16-1244
https://doi.org/10.1115/1.4034471
Published Online: October 11, 2016
View Article titled, Autonomous Electric Vehicle Sharing System Design
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Topics: Design, Optimization, Vehicles, Electric vehicles, Artificial neural networks, Batteries
Journal Articles

Adaptive Energy Optimization Toward Net-Zero Energy Building Clusters

Philip Odonkor, Kemper Lewis, Jin Wen, Teresa Wu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. June 2016, 138(6): 061405.
Paper No: MD-15-1676
https://doi.org/10.1115/1.4033395
Published Online: May 2, 2016
View Article titled, Adaptive Energy Optimization Toward Net-Zero Energy Building Clusters
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Topics: Batteries, Energy consumption, Optimization, Preferences, Stress, Structures, Temperature, Tradeoffs, Design, Ice
Journal Articles

Reusability Assessment of Lithium-Ion Laptop Batteries Based on Consumers Actual Usage Behavior

Mostafa Sabbaghi, Behzad Esmaeilian, Ardeshir Raihanian Mashhadi, Willie Cade, Sara Behdad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. December 2015, 137(12): 124501.
Paper No: MD-15-1083
https://doi.org/10.1115/1.4031654
Published Online: October 16, 2015
View Article titled, Reusability Assessment of Lithium-Ion Laptop Batteries Based on Consumers Actual Usage Behavior
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Topics: Batteries, Cycles, Laptop computers, Lithium, Design
Journal Articles

Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design

Namwoo Kang, Fred M. Feinberg, Panos Y. Papalambros
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. June 2015, 137(6): 061402.
Paper No: MD-14-1638
https://doi.org/10.1115/1.4029894
Published Online: June 1, 2015
View Article titled, Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design
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Topics: Batteries, Decision making, Design, Vehicles, Flow (Dynamics)
Journal Articles

Equitable Multi-Objective Optimization Applied to the Design of a Hybrid Electric Vehicle Battery

Brian Dandurand, Paolo Guarneri, Georges Fadel, Margaret M. Wiecek
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. April 2013, 135(4): 041004.
Paper No: MD-12-1094
https://doi.org/10.1115/1.4023553
Published Online: March 26, 2013
View Article titled, Equitable Multi-Objective Optimization Applied to the Design of a Hybrid Electric Vehicle Battery
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Topics: Batteries, Design, Optimization, Temperature, Pareto optimization