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Proceedings Papers

The Engineering Design Discipline: Is its Confounding Lexicon Hindering its Evolution?

Achille Messac, Wei Chen
Proc. ASME. DETC98, Volume 3: 10th International Conference on Design Theory and Methodology, V003T03A015, September 13–16, 1998
Publisher: American Society of Mechanical Engineers
Paper No: DETC98/DTM-5658
https://doi.org/10.1115/DETC98/DTM-5658
View Paper titled, The Engineering Design Discipline: Is its Confounding Lexicon Hindering its Evolution?
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Topics: Engineering design, Engineering disciplines, Design, Engineers
Proceedings Papers

Effective Product Family Design Using Physical Programming and the Product Platform Concept Exploration Method

Achille Messac, Michael P. Martinez, Timothy W. Simpson
Proc. ASME. IDETC-CIE2000, Volume 2: 26th Design Automation Conference, 689-699, September 10–13, 2000
Publisher: American Society of Mechanical Engineers
Paper No: DETC2000/DAC-14252
https://doi.org/10.1115/DETC2000/DAC-14252
View Paper titled, Effective Product Family Design Using Physical Programming and the Product Platform Concept Exploration Method
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Topics: Computer programming, Design
Proceedings Papers

Variable-Fidelity Optimization With In-Situ Surrogate Model Refinement

Ali Mehmani, Souma Chowdhury, Achille Messac
Proc. ASME. IDETC-CIE2015, Volume 2B: 41st Design Automation Conference, V02BT03A025, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-47188
https://doi.org/10.1115/DETC2015-47188
View Paper titled, Variable-Fidelity Optimization With In-Situ Surrogate Model Refinement
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Topics: Optimization, Uncertainty, Algorithms, Errors, Optimization algorithms, Particle swarm optimization, Robustness
Journal Articles

Sensitivity of Wind Farm Output to Wind Conditions, Land Configuration, and Installed Capacity, Under Different Wake Models

Weiyang Tong, Souma Chowdhury, Ali Mehmani, Achille Messac, Jie Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. June 2015, 137(6): 061403.
Paper No: MD-14-1339
https://doi.org/10.1115/1.4029892
Published Online: June 1, 2015
View Article titled, Sensitivity of Wind Farm Output to Wind Conditions, Land Configuration, and Installed Capacity, Under Different Wake Models
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Topics: Turbines, Wakes, Wind farms, Wind velocity, Energy generation
Proceedings Papers

A New Multi-Objective Mixed-Discrete Particle Swarm Optimization Algorithm

Weiyang Tong, Souma Chowdhury, Achille Messac
Proc. ASME. IDETC-CIE2014, Volume 2A: 40th Design Automation Conference, V02AT03A017, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-35572
https://doi.org/10.1115/DETC2014-35572
View Paper titled, A New Multi-Objective Mixed-Discrete Particle Swarm Optimization Algorithm
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Topics: Algorithms, Particle swarm optimization, Design, Particulate matter, Preservation, Automotive brakes, Complex systems, Optimization, Optimization algorithms
Proceedings Papers

Concurrent Surrogate Model Selection (COSMOS) Based on Predictive Estimation of Model Fidelity

Souma Chowdhury, Ali Mehmani, Achille Messac
Proc. ASME. IDETC-CIE2014, Volume 2B: 40th Design Automation Conference, V02BT03A026, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-35358
https://doi.org/10.1115/DETC2014-35358
View Paper titled, Concurrent Surrogate Model Selection (COSMOS) Based on Predictive Estimation of Model Fidelity
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Topics: Universe, Errors, Airfoils, Design, Optimization, Robustness, Shapes, Tradeoffs
Journal Articles

Modeling the Influence of Land-Shape on the Energy Production Potential of a Wind Farm Site

Souma Chowdhury, Jie Zhang, Weiyang Tong, Achille Messac
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. March 2014, 136(1): 011203.
Paper No: JERT-13-1095
https://doi.org/10.1115/1.4026201
Published Online: February 28, 2014
View Article titled, Modeling the Influence of Land-Shape on the Energy Production Potential of a Wind Farm Site
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Topics: Energy generation, Optimization, Shapes, Turbines, Wind farms, Wind, Response surface methodology, Modeling
Proceedings Papers

Assessing Long-Term Wind Conditions by Combining Different Measure-Correlate-Predict Algorithms

Jie Zhang, Souma Chowdhury, Achille Messac, Bri-Mathias Hodge
Proc. ASME. IDETC-CIE2013, Volume 3A: 39th Design Automation Conference, V03AT03A021, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-12695
https://doi.org/10.1115/DETC2013-12695
View Paper titled, Assessing Long-Term Wind Conditions by Combining Different Measure-Correlate-Predict Algorithms
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Topics: Algorithms, Wind
Proceedings Papers

Comprehensive Product Platform Planning (CP 3 ) for a Modular Family of Unmanned Aerial Vehicles

Souma Chowdhury, Victor Maldonado, Weiyang Tong, Achille Messac
Proc. ASME. IDETC-CIE2013, Volume 3B: 39th Design Automation Conference, V03BT03A037, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13181
https://doi.org/10.1115/DETC2013-13181
View Paper titled, Comprehensive Product Platform Planning (CP 3 ) for a Modular Family of Unmanned Aerial Vehicles
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Topics: Unmanned aerial vehicles
Proceedings Papers

Sensitivity of Array-Like and Optimized Wind Farm Output to Key Factors and Choice of Wake Models

Weiyang Tong, Souma Chowdhury, Ali Mehmani, Jie Zhang, Achille Messac
Proc. ASME. IDETC-CIE2013, Volume 3A: 39th Design Automation Conference, V03AT03A024, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13196
https://doi.org/10.1115/DETC2013-13196
View Paper titled, Sensitivity of Array-Like and Optimized Wind Farm Output to Key Factors and Choice of Wake Models
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Topics: Energy generation, Optimization, Wakes, Wind farms
Journal Articles

Characterizing Uncertainty Attributable to Surrogate Models

Jie Zhang, Souma Chowdhury, Ali Mehmani, Achille Messac
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2014, 136(3): 031004.
Paper No: MD-12-1608
https://doi.org/10.1115/1.4026150
Published Online: January 10, 2014
View Article titled, Characterizing Uncertainty Attributable to Surrogate Models
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Topics: Errors, Modeling, Uncertainty, Design, Wind farms, Support vector machines
Proceedings Papers

Comprehensive Product Platform Planning (CP 3 ) Using Mixed-Discrete Particle Swarm Optimization and a New Commonality Index

Souma Chowdhury, Achille Messac, Ritesh Khire
Proc. ASME. IDETC-CIE2012, Volume 3: 38th Design Automation Conference, Parts A and B, 983-999, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-70954
https://doi.org/10.1115/DETC2012-70954
View Paper titled, Comprehensive Product Platform Planning (CP 3 ) Using Mixed-Discrete Particle Swarm Optimization and a New Commonality Index
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Topics: Particle swarm optimization
Proceedings Papers

Characterizing the Influence of Land Area and Nameplate Capacity on the Optimal Wind Farm Performance

Souma Chowdhury, Jie Zhang, Achille Messac, Luciano Castillo
Proc. ASME. ES2012, ASME 2012 6th International Conference on Energy Sustainability, Parts A and B, 1349-1359, July 23–26, 2012
Publisher: American Society of Mechanical Engineers
Paper No: ES2012-91063
https://doi.org/10.1115/ES2012-91063
View Paper titled, Characterizing the Influence of Land Area and Nameplate Capacity on the Optimal Wind Farm Performance
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Topics: Optimization, Response surface methodology, Turbines, Wind farms
Proceedings Papers

A Hybrid Measure-Correlate-Predict Method for Wind Resource Assessment

Jie Zhang, Souma Chowdhury, Achille Messac, Luciano Castillo
Proc. ASME. ES2012, ASME 2012 6th International Conference on Energy Sustainability, Parts A and B, 1361-1370, July 23–26, 2012
Publisher: American Society of Mechanical Engineers
Paper No: ES2012-91070
https://doi.org/10.1115/ES2012-91070
View Paper titled, A Hybrid Measure-Correlate-Predict Method for Wind Resource Assessment
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Topics: Artificial neural networks, Energy generation, Wind, Wind resource assessments, Wind velocity, Errors, Weibull distribution, Weight (Mass), Wind farms
Proceedings Papers

Surrogate Modeling of Complex Systems Using Adaptive Hybrid Functions

Jie Zhang, Souma Chowdhury, Achille Messac, Junqiang Zhang, Luciano Castillo
Proc. ASME. IDETC-CIE2011, Volume 5: 37th Design Automation Conference, Parts A and B, 775-790, August 28–31, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DETC2011-48608
https://doi.org/10.1115/DETC2011-48608
View Paper titled, Surrogate Modeling of Complex Systems Using Adaptive Hybrid Functions
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Topics: Complex systems, Modeling, Wind farms
Proceedings Papers

Characterizing the Influence of Land Configuration on the Optimal Wind Farm Performance

Souma Chowdhury, Jie Zhang, Achille Messac, Luciano Castillo
Proc. ASME. IDETC-CIE2011, Volume 5: 37th Design Automation Conference, Parts A and B, 367-378, August 28–31, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DETC2011-48731
https://doi.org/10.1115/DETC2011-48731
View Paper titled, Characterizing the Influence of Land Configuration on the Optimal Wind Farm Performance
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Topics: Optimization, Response surface methodology, Wind farms, Design, Turbines, Design methodology, Energy resources, Reliability, Wind energy, Wind turbines
Proceedings Papers

Multivariate and Multimodal Wind Distribution Model Based on Kernel Density Estimation

Jie Zhang, Souma Chowdhury, Achille Messac, Luciano Castillo
Proc. ASME. ES2011, ASME 2011 5th International Conference on Energy Sustainability, Parts A, B, and C, 2125-2135, August 7–10, 2011
Publisher: American Society of Mechanical Engineers
Paper No: ES2011-54507
https://doi.org/10.1115/ES2011-54507
View Paper titled, Multivariate and Multimodal Wind Distribution Model Based on Kernel Density Estimation
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Topics: Density, Wind
Proceedings Papers

Developing a Flexible Platform for Optimal Engineering Design of Commercial Wind Farms

Souma Chowdhury, Jie Zhang, Achille Messac, Luciano Castillo
Proc. ASME. ES2011, ASME 2011 5th International Conference on Energy Sustainability, Parts A, B, and C, 2113-2124, August 7–10, 2011
Publisher: American Society of Mechanical Engineers
Paper No: ES2011-54503
https://doi.org/10.1115/ES2011-54503
View Paper titled, Developing a Flexible Platform for Optimal Engineering Design of Commercial Wind Farms
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Topics: Engineering design, Optimization, Turbines, Wind farms
Proceedings Papers

A Comprehensive Measure of the Energy Resource Potential of a Wind Farm Site

Jie Zhang, Souma Chowdhury, Achille Messac, Luciano Castillo
Proc. ASME. ES2011, ASME 2011 5th International Conference on Energy Sustainability, Parts A, B, and C, 2183-2192, August 7–10, 2011
Publisher: American Society of Mechanical Engineers
Paper No: ES2011-54677
https://doi.org/10.1115/ES2011-54677
View Paper titled, A Comprehensive Measure of the Energy Resource Potential of a Wind Farm Site
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Topics: Energy resources, Reliability, Response surface methodology, Wind, Wind farms, Wind velocity, Energy generation, Wind power, Density, Gaussian distribution
Journal Articles

Comprehensive Product Platform Planning ( CP 3 ) Framework

Souma Chowdhury, Achille Messac, Ritesh A Khire
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2011, 133(10): 101004.
https://doi.org/10.1115/1.4004969
Published Online: October 18, 2011
View Article titled, Comprehensive Product Platform Planning ( CP 3 ) Framework
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Topics: Design, Optimization, Particle swarm optimization, Motors