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Journal Articles

Special Issue: Integrated Design and Operation of Engineering Systems With Predictive Modeling

Pingfeng Wang, Sayan Ghosh, Yongming Liu, Zissimos P. Mourelatos, Jitesh Panchal, Piyush Pandita
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. September 2022, 144(9): 090301.
Paper No: MD-22-1470
https://doi.org/10.1115/1.4055120
Published Online: August 22, 2022
View Article titled, Special Issue: Integrated Design and Operation of Engineering Systems With Predictive Modeling
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Topics: Design, Engineering systems and industry applications, Modeling
Journal Articles

Design Engineering in the Age of Industry 4.0

Roger Jiao, Sesh Commuri, Jitesh Panchal, Jelena Milisavljevic-Syed, Janet K. Allen, Farrokh Mistree, Dirk Schaefer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Review Articles
J. Mech. Des. July 2021, 143(7): 070801.
Paper No: MD-21-1199
https://doi.org/10.1115/1.4051041
Published Online: June 4, 2021
View Article titled, Design Engineering in the Age of Industry 4.0
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Topics: Design, Design engineering, Manufacturing
Journal Articles

Special Issue: Design Engineering in the Age of Industry 4.0

Janet K. Allen, Sesh Commuri, Roger Jiao, Jelena Milisavljevic-Syed, Farrokh Mistree, Jitesh Panchal, Dirk Schaefer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. July 2021, 143(7): 070301.
Paper No: MD-21-1263
https://doi.org/10.1115/1.4051042
Published Online: May 26, 2021
View Article titled, Special Issue: Design Engineering in the Age of Industry 4.0
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Topics: Design, Design engineering, Manufacturing
Journal Articles

Special Issue: Analysis and Design of Sociotechnical Systems

Babak Heydari, Zoe Szajnfarber, Jitesh Panchal, Michel-Alexandre Cardin, Katja Holtta-Otto, Gül E. Kremer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. December 2020, 142(12): 121101.
Paper No: MD-20-1676
https://doi.org/10.1115/1.4048699
Published Online: November 2, 2020
View Article titled, Special Issue: Analysis and Design of Sociotechnical Systems
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Topics: Design, Engineering systems and industry applications
Journal Articles

Special Issue: Design Engineering in the Age of Industry 4.0

Janet K. Allen, Sesh Commuri, Roger Jiao, Jelena Milisavljevic-Syed, Farrokh Mistree, Jitesh Panchal, Dirk Schaefer, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Announcements
J. Mech. Des. August 2020, 142(8): 088001.
Paper No: MD-20-1311
https://doi.org/10.1115/1.4047348
Published Online: June 22, 2020
View Article titled, Special Issue: Design Engineering in the Age of Industry 4.0
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Topics: Design engineering
Journal Articles

Special Issue: Analysis and Design of Sociotechnical Systems

Babak Heydari, Zoe Szajnfarber, Jitesh Panchal, Michel-Alexandre Cardin, Katja Holtta-Otto, Gül E. Kremer, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Announcements
J. Mech. Des. November 2019, 141(11): 118001.
Paper No: MD-19-1663
https://doi.org/10.1115/1.4029150
Published Online: October 16, 2019
View Article titled, Special Issue: Analysis and Design of Sociotechnical Systems
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Topics: Design
Journal Articles

Design for Crashworthiness of Categorical Multimaterial Structures Using Cluster Analysis and Bayesian Optimization

Kai Liu, Tong Wu, Duane Detwiler, Jitesh Panchal, Andres Tovar
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2019, 141(12): 121701.
Paper No: MD-19-1029
https://doi.org/10.1115/1.4044838
Published Online: September 26, 2019
View Article titled, Design for Crashworthiness of Categorical Multimaterial Structures Using Cluster Analysis and Bayesian Optimization
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Topics: Design, Optimization, Conceptual design, Algorithms, Structural optimization
Journal Articles

Bayesian Optimal Design of Experiments for Inferring the Statistical Expectation of Expensive Black-Box Functions

Piyush Pandita, Ilias Bilionis, Jitesh Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2019, 141(10): 101404.
Paper No: MD-18-1592
https://doi.org/10.1115/1.4043930
Published Online: July 10, 2019
View Article titled, Bayesian Optimal Design of Experiments for Inferring the Statistical Expectation of Expensive Black-Box Functions
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Topics: Design, Experimental design, Uncertainty, Steel, Algorithms, Wire, Optimization
Proceedings Papers

Deriving Information Acquisition Criteria for Sequentially Inferring the Expected Value of a Black-Box Function

Piyush Pandita, Ilias Bilionis, Jitesh Panchal
Proc. ASME. IDETC-CIE2018, Volume 2B: 44th Design Automation Conference, V02BT03A057, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85893
https://doi.org/10.1115/DETC2018-85893
View Paper titled, Deriving Information Acquisition Criteria for Sequentially Inferring the Expected Value of a Black-Box Function
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Topics: Approximation, Computer simulation, Errors, Experimental design, Manufacturing, Steel, Wire
Proceedings Papers

A Data Science Approach for Analysis of Multi-Pass Wire Drawing

Avadhut Sardeshmukh, Sreedhar Reddy, B. P. Gautham, Amol Joshi, Jitesh Panchal
Proc. ASME. IDETC-CIE2017, Volume 1: 37th Computers and Information in Engineering Conference, V001T02A071, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67839
https://doi.org/10.1115/DETC2017-67839
View Paper titled, A Data Science Approach for Analysis of Multi-Pass Wire Drawing
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Topics: Wire drawing, Wire, Optimization, Blocks (Building materials), Energy consumption, Manufacturing, Tensile strength
Proceedings Papers

Extending Expected Improvement for High-Dimensional Stochastic Optimization of Expensive Black-Box Functions

Piyush Pandita, Ilias Bilionis, Jitesh Panchal
Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A060, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60527
https://doi.org/10.1115/DETC2016-60527
View Paper titled, Extending Expected Improvement for High-Dimensional Stochastic Optimization of Expensive Black-Box Functions
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Topics: Optimization, Uncertainty, Approximation, Design, Chain, Engineering simulation, Filters, Measurement uncertainty, Particulate matter, Permeability
Journal Articles

Extending Expected Improvement for High-Dimensional Stochastic Optimization of Expensive Black-Box Functions

Piyush Pandita, Ilias Bilionis, Jitesh Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2016, 138(11): 111412.
Paper No: MD-16-1215
https://doi.org/10.1115/1.4034104
Published Online: September 12, 2016
View Article titled, Extending Expected Improvement for High-Dimensional Stochastic Optimization of Expensive Black-Box Functions
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Topics: Design, Optimization, Uncertainty, Simulation, Noise (Sound), Approximation
Proceedings Papers

Ontology-Based Executable Design Decision Template Representation and Reuse

Zhenjun Ming, Yan Yan, Guoxin Wang, Jitesh Panchal, Chung Hyun Goh, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2015, Volume 1B: 35th Computers and Information in Engineering Conference, V01BT02A031, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46272
https://doi.org/10.1115/DETC2015-46272
View Paper titled, Ontology-Based Executable Design Decision Template Representation and Reuse
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Topics: Design, Ontologies, Computers, Decision making, Modeling, Pressure vessels
Proceedings Papers

Inverse Design of Manufacturing Process Chains

Nagesh Kulkarni, Rahul Gupta, Danish Khan, B. P. Gautham, Janet K. Allen, Jitesh Panchal, Farrokh Mistree
Proc. ASME. IDETC-CIE2014, Volume 2B: 40th Design Automation Conference, V02BT03A004, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-34203
https://doi.org/10.1115/DETC2014-34203
View Paper titled, Inverse Design of Manufacturing Process Chains
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Topics: Chain, Design, Manufacturing, Inverse problems, Errors, Heat treating (Metalworking), Carburization, Performance, Process design, Quenching (Metalworking)
Proceedings Papers

Integrated Part Classification for Product Cost and Complexity Reduction

Babu K. Nagiligari, Jimish Shah, Zhenghui Sha, Sathishkumar Thirugnanam, Anurag Jain, Jitesh Panchal
Proc. ASME. IDETC-CIE2014, Volume 1A: 34th Computers and Information in Engineering Conference, V01AT02A057, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-34492
https://doi.org/10.1115/DETC2014-34492
View Paper titled, Integrated Part Classification for Product Cost and Complexity Reduction
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Topics: Cycles, Databases, Decision making, Design, Economics , Maintenance, Manufacturing, Manufacturing industry, Modeling, Product design
Proceedings Papers

Competencies for Innovating in the 21 st Century

Zahed Siddique, Jitesh Panchal, Dirk Schaefer, Sammy Haroon, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2012, Volume 7: 9th International Conference on Design Education; 24th International Conference on Design Theory and Methodology, 185-196, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-71170
https://doi.org/10.1115/DETC2012-71170
View Paper titled, Competencies for Innovating in the 21 st Century
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Topics: Competencies, Innovation, Students, Design, Education, Energy policy, Engineering students, Engineers, Sustainability
Proceedings Papers

An Integrated Approach to Design Mechatronic Systems: Cross-Disciplinary Constraint Modeling

Kenway Chen, Jitesh Panchal, Dirk Schaefer
Proc. ASME. IDETC-CIE2008, Volume 3: 28th Computers and Information in Engineering Conference, Parts A and B, 271-281, August 3–6, 2008
Publisher: American Society of Mechanical Engineers
Paper No: DETC2008-49796
https://doi.org/10.1115/DETC2008-49796
View Paper titled, An Integrated Approach to Design Mechatronic Systems: Cross-Disciplinary Constraint Modeling
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Topics: Design, Modeling, Feedback, Computer-aided design, Engineering disciplines, Errors, Flow (Dynamics), Manufacturing, Mechanical engineering, Robots