1-20 of 48
Shapour Azarm
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Journal Articles

Probabilistic Deep Learning with Bayesian Networks for Predicting Complex Engineering Systems' Remaining Useful Life: a Case Study of Unmanned Surface Vessel (USV)

Accepted Manuscript
Matthew Weiner, Ruochen Yang, Katrina Groth, Shapour Azarm
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B.
Paper No: RISK-24-1109
https://doi.org/10.1115/1.4068316
Published Online: March 28, 2025
View Articletitled, Probabilistic Deep Learning with Bayesian Networks for Predicting Complex Engineering Systems' Remaining Useful Life: a Case Study of Unmanned Surface Vessel (USV)
Open the PDF for Probabilistic Deep Learning with Bayesian Networks for Predicting Complex Engineering Systems' Remaining Useful Life: a Case Study of Unmanned Surface Vessel (USV) in another window
Topics: Bayesian network, Deep learning, Engineering systems and industry applications, Risk, Service life (Equipment), Unmanned surface vehicles, Decision making, Condition monitoring, Maintenance, Propulsion
Journal Articles

On a Sampling-Based Method for Multi-Objective Robust Optimization

Elizabeth Jordan, Arko Chatterjee, Ruochen Yang, Katrina Groth, Shapour Azarm
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. April 2025, 25(4): 044501.
Paper No: JCISE-24-1481
https://doi.org/10.1115/1.4067706
Published Online: February 28, 2025
View Articletitled, On a Sampling-Based Method for Multi-Objective Robust Optimization
Open the PDF for On a Sampling-Based Method for Multi-Objective Robust Optimization in another window
Topics: Optimization, Reliability, Uncertainty, Unmanned surface vehicles, Emergency core cooling systems
Proceedings Papers

Multi-Trip Algorithm for Multi-Depot Rural Postman Problem With Rechargeable Vehicles

Eashwar Sathyamurthy, Shapour Azarm, Jeffrey W. Herrmann
Proc. ASME. IDETC-CIE2024, Volume 1: 26th International Conference on Advanced Vehicle Technologies (AVT), V001T01A017, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-139963
https://doi.org/10.1115/DETC2024-139963
View Paper titled, Multi-Trip Algorithm for Multi-Depot Rural Postman Problem With Rechargeable Vehicles
Open the PDF for Multi-Trip Algorithm for Multi-Depot Rural Postman Problem With Rechargeable Vehicles in another window
Topics: Algorithms, Autonomous vehicles, Integer programming, Vehicles
Proceedings Papers

Multi-Objective Surrogate Optimization of Process Parameters for Additive Manufacturing With Applications in Laser Powder Bed Fusion

Betelhiem N. Mengesha, Vikrant Aute, Davis J. McGregor, Shapour Azarm
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A035, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143279
https://doi.org/10.1115/DETC2024-143279
View Paper titled, Multi-Objective Surrogate Optimization of Process Parameters for Additive Manufacturing With Applications in Laser Powder Bed Fusion
Open the PDF for Multi-Objective Surrogate Optimization of Process Parameters for Additive Manufacturing With Applications in Laser Powder Bed Fusion in another window
Topics: Additive manufacturing, Lasers, Metamodeling, Optimization, Porosity
Journal Articles

Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future

Indranil Hazra, Matthew J. Weiner, Ruochen Yang, Arko Chatterjee, Joseph Southgate, Katrina M. Groth, Shapour Azarm
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. August 2024, 24(8): 080801.
Paper No: JCISE-23-1391
https://doi.org/10.1115/1.4065483
Published Online: June 3, 2024
View Articletitled, Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future
Open the PDF for Prognostics and Health Management of Unmanned Surface Vessels: Past, Present, and Future in another window
Topics: Maintenance, Unmanned surface vehicles
Journal Articles

A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems

Indranil Hazra, Arko Chatterjee, Joseph Southgate, Matthew J. Weiner, Katrina M. Groth, Shapour Azarm
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051704.
Paper No: MD-23-1464
https://doi.org/10.1115/1.4063661
Published Online: November 30, 2023
View Articletitled, A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems
Open the PDF for A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems in another window
Topics: Emergency core cooling systems, Engines, Optimization, Reliability, Reliability-based optimization, Simulation models, Uncertainty, Unmanned surface vehicles, Bayesian network, Event history analysis
Proceedings Papers

A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems

Indranil Hazra, Arko Chatterjee, Joseph Southgate, Matthew J. Weiner, Katrina M. Groth, Shapour Azarm
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A047, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116586
https://doi.org/10.1115/DETC2023-116586
View Paper titled, A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems
Open the PDF for A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems in another window
Topics: Reliability-based optimization, Optimization, Reliability, Bayesian network, Control systems, Cooling, Engineering systems and industry applications, Engines, Event history analysis, Maintainability
Proceedings Papers

A Comparison of Bayesian Acquisition Functions for Use In Surrogate Multi-Objective Feasibility Robust Optimization With Interval Uncertainty

Randall J. Kania, Shapour Azarm
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A048, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116320
https://doi.org/10.1115/DETC2023-116320
View Paper titled, A Comparison of Bayesian Acquisition Functions for Use In Surrogate Multi-Objective Feasibility Robust Optimization With Interval Uncertainty
Open the PDF for A Comparison of Bayesian Acquisition Functions for Use In Surrogate Multi-Objective Feasibility Robust Optimization With Interval Uncertainty in another window
Topics: Optimization, Uncertainty
Proceedings Papers

Aircraft Maintenance Schedule Design Optimization During a Pandemic

Elizabeth Jordan, Shapour Azarm
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A019, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90686
https://doi.org/10.1115/DETC2022-90686
View Paper titled, Aircraft Maintenance Schedule Design Optimization During a Pandemic
Open the PDF for Aircraft Maintenance Schedule Design Optimization During a Pandemic in another window
Topics: Aircraft, Design, Maintenance, Optimization, Pandemics
Proceedings Papers

Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation

Randall J. Kania, Shapour Azarm
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A038, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-91112
https://doi.org/10.1115/DETC2022-91112
View Paper titled, Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation
Open the PDF for Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation in another window
Topics: Design, Optimization, Relaxation (Physics)
Journal Articles

Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation

Randall J. Kania, Shapour Azarm
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031703.
Paper No: MD-22-1363
https://doi.org/10.1115/1.4055738
Published Online: November 3, 2022
View Articletitled, Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation
Open the PDF for Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation in another window
Topics: Design, Optimization, Relaxation (Physics), Uncertainty, Trusses (Building)
Journal Articles

In Memoriam: Linda Catherine Schmidt

Janet K. Allen, Shapour Azarm, Balakumar Balachandran
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: In Memoriam
J. Mech. Des. September 2021, 143(9): 090101.
Paper No: MD-21-1357
https://doi.org/10.1115/1.4051636
Published Online: July 20, 2021
View Articletitled, In Memoriam: Linda Catherine Schmidt
Open the PDF for In Memoriam: Linda Catherine Schmidt in another window
Topics: Design, Engineering teachers, Mechanical engineering, Students, Engineering design, Education
Proceedings Papers

A Cross-Sectional Shape Multiplier Method for Two-Level Optimum Design of Frames

Wenzhong Zhao, Shapour Azarm
Proc. ASME. DETC90, 16th Design Automation Conference: Volume 2 — Optimal Design and Mechanical Systems Analysis, 197-205, September 16–19, 1990
Publisher: American Society of Mechanical Engineers
Paper No: DETC1990-0068
https://doi.org/10.1115/DETC1990-0068
View Paper titled, A Cross-Sectional Shape Multiplier Method for Two-Level Optimum Design of Frames
Open the PDF for A Cross-Sectional Shape Multiplier Method for Two-Level Optimum Design of Frames in another window
Topics: Design, Shapes, Approximation
Proceedings Papers

Two-Level Nonlinear Mixed Discrete-Continuous Optimization-Based Design: An Application to Printed Circuit Board Assemblies

S. Praharaj, Shapour Azarm
Proc. ASME. DETC92, 18th Design Automation Conference: Volume 1 — Optimum Design, Manufacturing Processes, and Concurrent Engineering, 307-320, September 13–16, 1992
Publisher: American Society of Mechanical Engineers
Paper No: DETC1992-0135
https://doi.org/10.1115/DETC1992-0135
View Paper titled, Two-Level Nonlinear Mixed Discrete-Continuous Optimization-Based Design: An Application to Printed Circuit Board Assemblies
Open the PDF for Two-Level Nonlinear Mixed Discrete-Continuous Optimization-Based Design: An Application to Printed Circuit Board Assemblies in another window
Topics: Design, Optimization, Printed circuit board assemblies, Algorithms, Flow (Dynamics), Lumber, Manufacturing, Printed circuit boards, Reliability
Proceedings Papers

Some Further Results for a Reduction Method in Nonhierarchical Optimization-Based Design

Bi-Chu Wu, Shapour Azarm
Proc. ASME. DETC92, 18th Design Automation Conference: Volume 1 — Optimum Design, Manufacturing Processes, and Concurrent Engineering, 213-221, September 13–16, 1992
Publisher: American Society of Mechanical Engineers
Paper No: DETC1992-0124
https://doi.org/10.1115/DETC1992-0124
View Paper titled, Some Further Results for a Reduction Method in Nonhierarchical Optimization-Based Design
Open the PDF for Some Further Results for a Reduction Method in Nonhierarchical Optimization-Based Design in another window
Topics: Design, Optimization, Engineering systems and industry applications, Robustness
Proceedings Papers

A Reduction Method for Nonhierarchichal Optimization-Based Design

Bi-Chu Wu, Shapour Azarm
Proc. ASME. DETC92, 18th Design Automation Conference: Volume 1 — Optimum Design, Manufacturing Processes, and Concurrent Engineering, 203-212, September 13–16, 1992
Publisher: American Society of Mechanical Engineers
Paper No: DETC1992-0123
https://doi.org/10.1115/DETC1992-0123
View Paper titled, A Reduction Method for Nonhierarchichal Optimization-Based Design
Open the PDF for A Reduction Method for Nonhierarchichal Optimization-Based Design in another window
Topics: Design, Optimization, Flywheels, Size reduction (Materials)
Proceedings Papers

Metrics for Quality Assessment of a Multiobjective Design Optimization Solution Set

Jin Wu, Shapour Azarm
Proc. ASME. IDETC-CIE2000, Volume 2: 26th Design Automation Conference, 197-205, September 10–13, 2000
Publisher: American Society of Mechanical Engineers
Paper No: DETC2000/DAC-14233
https://doi.org/10.1115/DETC2000/DAC-14233
View Paper titled, Metrics for Quality Assessment of a Multiobjective Design Optimization Solution Set
Open the PDF for Metrics for Quality Assessment of a Multiobjective Design Optimization Solution Set in another window
Topics: Design, Optimization, Pareto optimization
Proceedings Papers

Product Design Selection Under Uncertainty and With Competitive Advantage

Hui Li, Shapour Azarm
Proc. ASME. IDETC-CIE2000, Volume 2: 26th Design Automation Conference, 389-398, September 10–13, 2000
Publisher: American Society of Mechanical Engineers
Paper No: DETC2000/DAC-14234
https://doi.org/10.1115/DETC2000/DAC-14234
View Paper titled, Product Design Selection Under Uncertainty and With Competitive Advantage
Open the PDF for Product Design Selection Under Uncertainty and With Competitive Advantage in another window
Topics: Product design, Uncertainty, Design, Preferences
Proceedings Papers

Product Line Design Selection Under Uncertainty and With Competitive Advantage

Hui Li, Shapour Azarm
Proc. ASME. IDETC-CIE2001, Volume 2A: 27th Design Automation Conference, 141-150, September 9–12, 2001
Publisher: American Society of Mechanical Engineers
Paper No: DETC2001/DAC-21022
https://doi.org/10.1115/DETC2001/DAC-21022
View Paper titled, Product Line Design Selection Under Uncertainty and With Competitive Advantage
Open the PDF for Product Line Design Selection Under Uncertainty and With Competitive Advantage in another window
Topics: Design, Preferences, Uncertainty
Journal Articles

Decentralized Multisubsystem Co-Design Optimization Using Direct Collocation and Decomposition-Based Methods

Tianchen Liu, Shapour Azarm, Nikhil Chopra
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2020, 142(9): 091704.
Paper No: MD-19-1764
https://doi.org/10.1115/1.4046438
Published Online: May 8, 2020
View Articletitled, Decentralized Multisubsystem Co-Design Optimization Using Direct Collocation and Decomposition-Based Methods
Open the PDF for Decentralized Multisubsystem Co-Design Optimization Using Direct Collocation and Decomposition-Based Methods in another window
Topics: Design, Optimization, Plant design