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Journal Articles

Physics Informed Synthetic Image Generation for Deep Learning-Based Detection of Wrinkles and Folds

Omey M. Manyar, Junyan Cheng, Reuben Levine, Vihan Krishnan, Jernej Barbič, Satyandra K. Gupta

J. Comput. Inf. Sci. Eng. June 2023, 23(3): 030903.

Paper No: JCISE-22-1284

DOI: https://doi.org/10.1115/1.4056295

Published Online: December 9, 2022

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Topics: Composite materials, Failure, Flaw detection, Physics, Pipelines, Texture (Materials), Manufacturing, Simulation, Carbon fibers, Image segmentation

Journal Articles

A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency

Bharath Pidaparthi, Samy Missoum

J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011008.

Paper No: JCISE-22-1131

DOI: https://doi.org/10.1115/1.4055508

Published Online: September 27, 2022

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Topics: Failure, Heat exchangers, Probability, Reliability, Support vector machines, Shells, Algorithms

Journal Articles

Combining Uneliminated Algebraic Formulations With Sparse Linear Solvers to Increase the Speed and Accuracy of Homotopy Path Tracking for Kinematic Synthesis

Jeffrey Glabe, Mark Plecnik

J. Comput. Inf. Sci. Eng. December 2022, 22(6): 061007.

Paper No: JCISE-22-1042

DOI: https://doi.org/10.1115/1.4055241

Published Online: September 15, 2022

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Topics: Algebra, Kinematics, Polynomials, Linear systems, Failure, Computation, Dimensions

Journal Articles

Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing

Sequoia R. Andrade, Hannah S. Walsh

J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031001.

Paper No: JCISE-21-1424

DOI: https://doi.org/10.1115/1.4054688

Published Online: August 8, 2022

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Topics: Design, Failure, Natural language processing, Modeling

Journal Articles

Seeking Human Help to Manage Plan Failure Risks in Semi-Autonomous Mobile Manipulation

Sarah Al-Hussaini, Neel Dhanaraj, Jason M. Gregory, Rex Jomy Joseph, Shantanu Thakar, Brual C. Shah, Jeremy A. Marvel, Satyandra K. Gupta

J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050906.

Paper No: JCISE-21-1287

DOI: https://doi.org/10.1115/1.4054088

Published Online: April 13, 2022

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Topics: Collisions (Physics), Failure, Manipulators, Probability, Risk, Robots, Uncertainty, Grasping

Journal Articles

Sequential Design Process for Screening and Optimization of Robustness and Reliability Based on Finite Element Analysis and Meta-Modeling

Tim Brix Nerenst, Martin Ebro, Morten Nielsen, Kanishk Bhadani, Gauti Asbjörnsson, Tobias Eifler, Kim Lau Nielsen

J. Comput. Inf. Sci. Eng. August 2022, 22(4): 040902.

Paper No: JCISE-21-1325

DOI: https://doi.org/10.1115/1.4053074

Published Online: February 7, 2022

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Topics: Design, Finite element analysis, Optimization, Robustness, Simulation, Reliability, Experimental design, Metamodeling, Failure

Journal Articles

Bayesian Optimization LSTM/bi-LSTM Network With Self-Optimized Structure and Hyperparameters for Remaining Useful Life Estimation of Lathe Spindle Unit

Nikhil M. Thoppil, V. Vasu, C. S. P. Rao

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021012.

Paper No: JCISE-21-1161

DOI: https://doi.org/10.1115/1.4052838

Published Online: December 9, 2021

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Topics: Algorithms, Optimization, Service life (Equipment), Vibration, Failure, Architecture, Signals, Feature selection, Maintenance

Journal Articles

Digital Twin-Driven Human-Centered Design Frameworks for Meeting Sustainability Objectives

H. Onan Demirel, Lukman Irshad, Salman Ahmed, Irem Y. Tumer

J. Comput. Inf. Sci. Eng. June 2021, 21(3): 031012.

Paper No: JCISE-20-1229

DOI: https://doi.org/10.1115/1.4050684

Published Online: April 19, 2021

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Topics: Design, Failure, Sustainability, Ergonomics, Modeling, Errors

Journal Articles

Digital Twins: Review and Challenges

Maria G. Juarez, Vicente J. Botti, Adriana S. Giret

J. Comput. Inf. Sci. Eng. June 2021, 21(3): 030802.

Paper No: JCISE-20-1194

DOI: https://doi.org/10.1115/1.4050244

Published Online: April 2, 2021

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Topics: Computer software, Cycles, Decision making, Machinery, Manufacturing, Modeling, Simulation, Failure, Multi-agent systems, Ontologies

Journal Articles

Physics-Based Gaussian Process Method for Predicting Average Product Lifetime in Design Stage

Xinpeng Wei, Daoru Han, Xiaoping Du

J. Comput. Inf. Sci. Eng. August 2021, 21(4): 041006.

Paper No: JCISE-20-1217

DOI: https://doi.org/10.1115/1.4049509

Published Online: February 11, 2021

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Topics: Design, Failure, Physics, Reliability, Stochastic processes, Event history analysis, Statistics, Testing, Errors, Experimental design

Journal Articles

Strategies for Speeding Up Manipulator Path Planning to Find High Quality Paths in Cluttered Environments

Pradeep Rajendran, Shantanu Thakar, Prahar M. Bhatt, Ariyan M. Kabir, Satyandra K. Gupta

J. Comput. Inf. Sci. Eng. February 2021, 21(1): 011009.

Paper No: JCISE-20-1137

DOI: https://doi.org/10.1115/1.4048619

Published Online: December 10, 2020

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Topics: Collisions (Physics), Failure, Manipulators, Path planning, Approximation, Switches

Journal Articles

Remaining Useful Life Prediction of Bearings Using Ensemble Learning: The Impact of Diversity in Base Learners and Features

Junchuan Shi, Tianyu Yu, Kai Goebel, Dazhong Wu

J. Comput. Inf. Sci. Eng. April 2021, 21(2): 021004.

Paper No: JCISE-20-1129

DOI: https://doi.org/10.1115/1.4048215

Published Online: October 13, 2020

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Topics: Algorithms, Bearings, Errors, Service life (Equipment), Feature selection, Vibration, Signals, Failure

Journal Articles

Automated Generation of Fault Scenarios to Assess Potential Human Errors and Functional Failures in Early Design Stages

Lukman Irshad, H. Onan Demirel, Irem Y. Tumer

J. Comput. Inf. Sci. Eng. October 2020, 20(5): 051009.

Paper No: JCISE-19-1274

DOI: https://doi.org/10.1115/1.4047557

Published Online: July 9, 2020

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Topics: Design, Errors, Failure

Journal Articles

Fault Adaptive Mission Planning: Increasing Useful-Life and Reducing Downtime Through Condition-Based Decision-Making

Charlie DeStefano, David Jensen

J. Comput. Inf. Sci. Eng. December 2020, 20(6): 061013.

Paper No: JCISE-19-1059

DOI: https://doi.org/10.1115/1.4047354

Published Online: June 22, 2020

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Topics: Complex systems, Failure, Maintenance, Robots, Service life (Equipment), Downtime, Decision making, Simulation, Physics

Journal Articles

Determination of Time-to-Failure for Automotive System Components Using Machine Learning

John O’Donnell, Hwan-Sik Yoon

J. Comput. Inf. Sci. Eng. December 2020, 20(6): 061003.

Paper No: JCISE-19-1333

DOI: https://doi.org/10.1115/1.4046818

Published Online: May 26, 2020

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Topics: Failure, Machine learning, Vehicles, Shock absorbers, Algorithms

Journal Articles

A Functional Failure Analysis Method of Identifying and Mitigating Spurious System Emissions From a System of Interest in a System of Systems

Douglas L. Van Bossuyt, Ryan M. Arlitt

J. Comput. Inf. Sci. Eng. October 2020, 20(5): 054501.

Paper No: JCISE-19-1256

DOI: https://doi.org/10.1115/1.4046991

Published Online: May 14, 2020

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Topics: Emissions, Failure, Flow (Dynamics), Probability, Silicon-on-insulator, Silicon-on-sapphire, Design, System architecture, Unmanned aerial vehicles, Tradeoffs

Journal Articles

Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network

Yonghe Su, Fei Tao, Jian Jin, Tian Wang, Qingguo Wang, Lei Wang

J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021007.

Paper No: JCISE-19-1118

DOI: https://doi.org/10.1115/1.4045445

Published Online: January 3, 2020

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Topics: Artificial neural networks, Bearings, Failure, Signals, Vibration, Simulation, Machine learning

Journal Articles

A Machine Learning Approach to Aircraft Sensor Error Detection and Correction

Renee Swischuk, Douglas Allaire

J. Comput. Inf. Sci. Eng. December 2019, 19(4): 041009.

Paper No: JCISE-18-1301

DOI: https://doi.org/10.1115/1.4043567

Published Online: June 6, 2019

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Topics: Failure, Sensors, Flight, Aircraft, Errors

Journal Articles

A Generative Human-in-the-Loop Approach for Conceptual Design Exploration Using Flow Failure Frequency in Functional Models

Ryan M. Arlitt, Douglas L. Van Bossuyt

J. Comput. Inf. Sci. Eng. September 2019, 19(3): 031001.

Paper No: JCISE-18-1219

DOI: https://doi.org/10.1115/1.4042913

Published Online: March 18, 2019

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Topics: Conceptual design, Design, Failure, Flow (Dynamics), Simulation

Journal Articles

Computational Functional Failure Analysis to Identify Human Errors During Early Design Stages

Lukman Irshad, Salman Ahmed, H. Onan Demirel, Irem Y. Tumer

J. Comput. Inf. Sci. Eng. September 2019, 19(3): 031005.

Paper No: JCISE-18-1244

DOI: https://doi.org/10.1115/1.4042697

Published Online: March 18, 2019

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Topics: Design, Errors, Failure, Simulation, Failure analysis, Valves, Modeling

Journal citation

NARROW

Physics Informed Synthetic Image Generation for Deep Learning-Based Detection of Wrinkles and Folds

A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency

Combining Uneliminated Algebraic Formulations With Sparse Linear Solvers to Increase the Speed and Accuracy of Homotopy Path Tracking for Kinematic Synthesis

Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing

Seeking Human Help to Manage Plan Failure Risks in Semi-Autonomous Mobile Manipulation

Sequential Design Process for Screening and Optimization of Robustness and Reliability Based on Finite Element Analysis and Meta-Modeling

Bayesian Optimization LSTM/bi-LSTM Network With Self-Optimized Structure and Hyperparameters for Remaining Useful Life Estimation of Lathe Spindle Unit

Digital Twin-Driven Human-Centered Design Frameworks for Meeting Sustainability Objectives

Digital Twins: Review and Challenges

Physics-Based Gaussian Process Method for Predicting Average Product Lifetime in Design Stage

Strategies for Speeding Up Manipulator Path Planning to Find High Quality Paths in Cluttered Environments

Remaining Useful Life Prediction of Bearings Using Ensemble Learning: The Impact of Diversity in Base Learners and Features

Automated Generation of Fault Scenarios to Assess Potential Human Errors and Functional Failures in Early Design Stages

Fault Adaptive Mission Planning: Increasing Useful-Life and Reducing Downtime Through Condition-Based Decision-Making

Determination of Time-to-Failure for Automotive System Components Using Machine Learning

A Functional Failure Analysis Method of Identifying and Mitigating Spurious System Emissions From a System of Interest in a System of Systems

Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network

A Machine Learning Approach to Aircraft Sensor Error Detection and Correction

A Generative Human-in-the-Loop Approach for Conceptual Design Exploration Using Flow Failure Frequency in Functional Models

Computational Functional Failure Analysis to Identify Human Errors During Early Design Stages

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