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Karl R. Haapala
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Journal Articles

Physics-Informed Data-Driven Approaches to Electric Vehicle Battery State-of-Health Prediction: Comparison of Parallel and Series Configurations

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Accepted Manuscript
Yixin Zhao, Karl R. Haapala, Arun Natarajan, Sara Behdad
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1189
https://doi.org/10.1115/1.4068697
Published Online: May 15, 2025
View Articletitled, Physics-Informed Data-Driven Approaches to Electric Vehicle Battery State-of-Health Prediction: Comparison of Parallel and Series Configurations
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Topics: Artificial intelligence, Electric vehicle batteries, Physics
Proceedings Papers

Physics-Informed Data-Driven Approaches to Electric Vehicle Battery State-of-Health Prediction: Comparison of Parallel and Series Configurations

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Yixin Zhao, Karl R. Haapala, Arun Natarajan, Sara Behdad
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A028, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143546
https://doi.org/10.1115/DETC2024-143546
View Paper titled, Physics-Informed Data-Driven Approaches to Electric Vehicle Battery State-of-Health Prediction: Comparison of Parallel and Series Configurations
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Topics: Artificial neural networks, Electric vehicle batteries, Physics
Proceedings Papers

Development of a Rapid Response Online Product Marketplace

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Ahmed E. Elhabashy, Elif Elçin Günay, Jaemun Sim, Mark W. Clements, Hamza Benaggoun, Mahdi Kabiri, Karl R. Haapala, Gül E. Okudan Kremer, Kyoung-Yun Kim
Proc. ASME. IDETC-CIE2024, Volume 5: 29th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A002, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-144319
https://doi.org/10.1115/DETC2024-144319
View Paper titled, Development of a Rapid Response Online Product Marketplace
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Topics: Biomedicine, Emergencies, Engineering prototypes, Health care, Manufacturing, Medical devices, Optimization, Pandemics, Respirators, Supply chains
Proceedings Papers

Life Cycle Analysis of Three-Story Mass Timber and Reinforced Concrete Structures

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David A. Brown, Dolor R. Enarevba, Karl R. Haapala
Proc. ASME. IDETC-CIE2024, Volume 5: 29th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A019, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143752
https://doi.org/10.1115/DETC2024-143752
View Paper titled, Life Cycle Analysis of Three-Story Mass Timber and Reinforced Concrete Structures
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Topics: Life cycle assessment, Reinforced concrete, Timber, Databases, Sustainability, Bearings, Climate change, Computer software, Construction industry, Cycles
Proceedings Papers

A Methodology for Predicting the Production Cost of Parts Fabricated Using Incremental Sheet Forming

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Mario Israel Riofrio, Karl R. Haapala, Zhaoyan Fan
Proc. ASME. MSEC2024, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering, V001T04A012, June 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2024-125564
https://doi.org/10.1115/MSEC2024-125564
View Paper titled, A Methodology for Predicting the Production Cost of Parts Fabricated Using Incremental Sheet Forming
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Topics: Aerospace industry, Biomedicine, Carbon, Clamps (Tools), Computer numerical control machine tools, Cycles, Economics , Emissions, Energy consumption, Energy efficiency
Proceedings Papers

A Review of Contemporary Approaches to Identify Influential Parameters on Surface Roughness in Incremental Sheet Forming

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Md Tahjib Rafat, Karl R. Haapala, Zhaoyan Fan
Proc. ASME. MSEC2024, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality & Reliability, V002T06A020, June 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2024-125163
https://doi.org/10.1115/MSEC2024-125163
View Paper titled, A Review of Contemporary Approaches to Identify Influential Parameters on Surface Roughness in Incremental Sheet Forming
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Topics: Surface roughness, Surface quality, Finishes, Geometry, Manufacturing, Performance, Preferences, Sheet metal work, Simple machines, Symmetry (Physics)
Journal Articles

Joint Special Section: Advances in Design and Manufacturing for Sustainability

Free
Mihaela Banu, Sara Behdad, Daniel Cooper, Karl R. Haapala, Chao Hu, Harrison Kim, Astrid Layton, Barbara S. Linke, Jie Zhang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Manuf. Sci. Eng. February 2024, 146(2): 020201.
Paper No: MANU-23-1762
https://doi.org/10.1115/1.4064363
Published Online: January 8, 2024
View Articletitled, Joint Special Section: Advances in Design and Manufacturing for Sustainability
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Topics: Design, Manufacturing, Sustainability
Journal Articles

Manufacturing Process and System Sustainability Analysis Tool: A Proof-of-Concept for Teaching Sustainable Product Design and Manufacturing Engineering

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Kamyar Raoufi, Karl R. Haapala
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2024, 146(2): 020904.
Paper No: MANU-23-1440
https://doi.org/10.1115/1.4064071
Published Online: December 26, 2023
View Articletitled, Manufacturing Process and System Sustainability Analysis Tool: A Proof-of-Concept for Teaching Sustainable Product Design and Manufacturing Engineering
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Topics: Design, Manufacturing, Product design, Supply chains, Sustainability
Journal Articles

The Role of Industry 4.0 Technologies in Manufacturing Sustainability Assessment

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Devarajan Ramanujan, William Z. Bernstein, Nancy Diaz-Elsayed, Karl R. Haapala
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Review Articles
J. Manuf. Sci. Eng. January 2023, 145(1): 010801.
Paper No: MANU-22-1276
https://doi.org/10.1115/1.4055661
Published Online: October 18, 2022
View Articletitled, The Role of Industry 4.0 Technologies in Manufacturing Sustainability Assessment
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Topics: Manufacturing, Sustainability, Decision making, Manufacturing systems
Journal Articles

Reusing and Extending Standards-Based Unit Manufacturing Process Models for Characterizing Sustainability Performance

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Arvind Shankar Raman, K. C. Morris, Karl R. Haapala
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021005.
Paper No: JCISE-21-1371
https://doi.org/10.1115/1.4054487
Published Online: May 20, 2022
View Articletitled, Reusing and Extending Standards-Based Unit Manufacturing Process Models for Characterizing Sustainability Performance
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Topics: Manufacturing, Sustainability, Milling, Modeling
Proceedings Papers

Product and Process Design for Sustainable Assembly

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Michael D. Eastwood, Karl R. Haapala, Matthew D. Carter, Paul W. Liner
Proc. ASME. IMECE2013, Volume 12: Systems and Design, V012T13A040a, November 15–21, 2013
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2013-63272
https://doi.org/10.1115/IMECE2013-63272
View Paper titled, Product and Process Design for Sustainable Assembly
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Topics: Manufacturing, Process design, Sustainability, Design, Economics , Aircraft, Decision making, Engineers, Life cycle assessment, Modeling
Journal Articles

An Open Online Product Marketplace to Overcome Supply and Demand Chain Inefficiencies in Times of Crisis

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Karl R. Haapala, Kyoung-Yun Kim, Gül E. Okudan Kremer, Rony Kubat, Roy Shilkrot, Federico M. Sciammarella
Journal: Smart and Sustainable Manufacturing Systems
Publisher: ASTM International
Article Type: Technical Notes
Smart Sustain. Manuf. Syst.. March 2020, 4(3): 299–302.
Paper No: SSMS20200055
https://doi.org/10.1520/SSMS20200055
Published Online: November 9, 2020
View Articletitled, An Open Online Product Marketplace to Overcome Supply and Demand Chain Inefficiencies in Times of Crisis
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Journal Articles

Industrial Sustainability: Reviewing the Past and Envisioning the Future

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John W. Sutherland, Steven J. Skerlos, Karl R. Haapala, Daniel Cooper, Fu Zhao, Aihua Huang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Review Articles
J. Manuf. Sci. Eng. November 2020, 142(11): 110806.
Paper No: MANU-19-1680
https://doi.org/10.1115/1.4047620
Published Online: September 3, 2020
View Articletitled, Industrial Sustainability: Reviewing the Past and Envisioning the Future
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Topics: Design, Economics , Energy consumption, Manufacturing, Product design, Production planning, Recycling, Sustainability, Cycles, Flow (Dynamics)
Journal Articles

Development and Implementation of a Framework for Adaptive Undergraduate Curricula in Manufacturing Engineering

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Kamyar Raoufi, Brian K. Paul, Karl R. Haapala
Journal: Smart and Sustainable Manufacturing Systems
Publisher: ASTM International
Article Type: Technical Papers
Smart Sustain. Manuf. Syst.. February 2021, 5(2): 60–79.
Paper No: SSMS20200008
https://doi.org/10.1520/SSMS20200008
Published Online: August 12, 2020
View Articletitled, Development and Implementation of a Framework for Adaptive Undergraduate Curricula in Manufacturing Engineering
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Journal Articles

Defining Near-Term to Long-Term Research Opportunities to Advance Metrics, Models, and Methods for Smart and Sustainable Manufacturing

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Arvind Shankar Raman, Karl R. Haapala, Kamyar Raoufi, Barbara S. Linke, William Z. Bernstein, K. C. Morris
Journal: Smart and Sustainable Manufacturing Systems
Publisher: ASTM International
Article Type: Review Articles
Smart Sustain. Manuf. Syst.. February 2020, 4(2): 1–24.
Paper No: SSMS20190047
https://doi.org/10.1520/SSMS20190047
Published Online: February 21, 2020
View Articletitled, Defining Near-Term to Long-Term Research Opportunities to Advance Metrics, Models, and Methods for Smart and Sustainable Manufacturing
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Proceedings Papers

Challenges in Representing Manufacturing Processes for Systematic Sustainability Assessments: Workshop on June 21, 2018

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Arvind Shankar Raman, Dustin Harper, Karl R. Haapala, Barbara S. Linke, William Z. Bernstein, KC Morris
Proc. ASME. MSEC2019, Volume 2: Processes; Materials, V002T03A012, June 10–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2019-3032
https://doi.org/10.1115/MSEC2019-3032
View Paper titled, Challenges in Representing Manufacturing Processes for Systematic Sustainability Assessments: Workshop on June 21, 2018
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Topics: Education, Manufacturing, Sustainability, Workshops (Work spaces)
Journal Articles

Graph-Based Metamodeling for Characterizing Cold Metal Transfer Process Performance

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Hari P. N. Nagarajan, Suraj Panicker, Hossein Mokhtarian, Théo Remy-Lorit, Eric Coatanéa, Romaric Prod’hon, Hesam Jafarian, Karl R. Haapala, Ananda Chakraborti
Journal: Smart and Sustainable Manufacturing Systems
Publisher: ASTM International
Article Type: Technical Papers
Smart Sustain. Manuf. Syst.. December 2019, 3(2): 169–189.
Paper No: SSMS20190026
https://doi.org/10.1520/SSMS20190026
Published Online: November 14, 2019
View Articletitled, Graph-Based Metamodeling for Characterizing Cold Metal Transfer Process Performance
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Journal Articles

Validating the Sustainability of Eco-Labeled Products Using a Triple-Bottom-Line Analysis

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Vincenzo Ferrero, Arvind Shankar Raman, Karl R. Haapala, Bryony DuPont
Journal: Smart and Sustainable Manufacturing Systems
Publisher: ASTM International
Article Type: Technical Papers
Smart Sustain. Manuf. Syst.. December 2019, 3(1): 31–52.
Paper No: SSMS20190022
https://doi.org/10.1520/SSMS20190022
Published Online: November 5, 2019
View Articletitled, Validating the Sustainability of Eco-Labeled Products Using a Triple-Bottom-Line Analysis
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Journal Articles

Synergizing Product Design Information and Unit Manufacturing Process Analysis to Support Sustainable Engineering Education

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Kamyar Raoufi, Sriram Manoharan, Karl R. Haapala
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. February 2019, 141(2): 021018.
Paper No: MANU-18-1336
https://doi.org/10.1115/1.4042077
Published Online: December 24, 2018
View Articletitled, Synergizing Product Design Information and Unit Manufacturing Process Analysis to Support Sustainable Engineering Education
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Topics: Design, Engineering education, Manufacturing, Product design, Sustainability
Journal Articles

Knowledge-Based Design of Artificial Neural Network Topology for Additive Manufacturing Process Modeling: A New Approach and Case Study for Fused Deposition Modeling

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Hari P. N. Nagarajan, Hossein Mokhtarian, Hesam Jafarian, Saoussen Dimassi, Shahriar Bakrani-Balani, Azarakhsh Hamedi, Eric Coatanéa, G. Gary Wang, Karl R. Haapala
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2019, 141(2): 021705.
Paper No: MD-18-1545
https://doi.org/10.1115/1.4042084
Published Online: December 20, 2018
View Articletitled, Knowledge-Based Design of Artificial Neural Network Topology for Additive Manufacturing Process Modeling: A New Approach and Case Study for Fused Deposition Modeling
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Topics: Artificial neural networks, Modeling, Topology, Dimensional analysis