OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring
This paper presents OptiSens, a computational platform in Python and Matlab, that provides optimal sensor and actuator configurations for structural health monitoring applications using ultrasonic guided-waves. This software formulates a convex entropy-based objective function, which aims at minimiz...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2021-01-01
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| Series: | SoftwareX |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352711020303563 |
| _version_ | 1818849769214181376 |
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| author | Sergio Cantero-Chinchilla James L. Beck Juan Chiachío Manuel Chiachío Dimitrios Chronopoulos |
| author_facet | Sergio Cantero-Chinchilla James L. Beck Juan Chiachío Manuel Chiachío Dimitrios Chronopoulos |
| author_sort | Sergio Cantero-Chinchilla |
| collection | DOAJ |
| description | This paper presents OptiSens, a computational platform in Python and Matlab, that provides optimal sensor and actuator configurations for structural health monitoring applications using ultrasonic guided-waves. This software formulates a convex entropy-based objective function, which aims at minimizing the uncertainty while maximizing the expected accuracy of the monitoring system in localizing structural damage. The platform is specialized for two types of different materials, namely isotropic and composite (anisotropic) materials. The effectiveness and efficiency of this software are demonstrated using two plate-like structures made of different materials. |
| first_indexed | 2024-12-19T06:38:30Z |
| format | Article |
| id | doaj.art-7d05517e41db4d2082148cf7bcce7843 |
| institution | Directory Open Access Journal |
| issn | 2352-7110 |
| language | English |
| last_indexed | 2024-12-19T06:38:30Z |
| publishDate | 2021-01-01 |
| publisher | Elsevier |
| record_format | Article |
| series | SoftwareX |
| spelling | doaj.art-7d05517e41db4d2082148cf7bcce78432022-12-21T20:32:10ZengElsevierSoftwareX2352-71102021-01-0113100643OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoringSergio Cantero-Chinchilla0James L. Beck1Juan Chiachío2Manuel Chiachío3Dimitrios Chronopoulos4Institute for Aerospace Technology & The Composites Group, The University of Nottingham, NG7 2RD, United Kingdom; Aernnova Engineering Division S.A., Madrid, 28034, SpainDepartment of Mechanical and Civil Engineering, California Institute of Technology, Pasadena, CA 91125, United StatesDepartment Structural Mechanics & Hydraulics Engineering, University of Granada, 18001, Spain; Andalusian Institute in Data Science and Computational Intelligence, Granada, SpainDepartment Structural Mechanics & Hydraulics Engineering, University of Granada, 18001, Spain; Andalusian Institute in Data Science and Computational Intelligence, Granada, SpainInstitute for Aerospace Technology & The Composites Group, The University of Nottingham, NG7 2RD, United Kingdom; Corresponding author.This paper presents OptiSens, a computational platform in Python and Matlab, that provides optimal sensor and actuator configurations for structural health monitoring applications using ultrasonic guided-waves. This software formulates a convex entropy-based objective function, which aims at minimizing the uncertainty while maximizing the expected accuracy of the monitoring system in localizing structural damage. The platform is specialized for two types of different materials, namely isotropic and composite (anisotropic) materials. The effectiveness and efficiency of this software are demonstrated using two plate-like structures made of different materials.http://www.sciencedirect.com/science/article/pii/S2352711020303563Optimal sensor placementStructural health monitoringUltrasonic guided-wavesCost–benefit optimization |
| spellingShingle | Sergio Cantero-Chinchilla James L. Beck Juan Chiachío Manuel Chiachío Dimitrios Chronopoulos OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring SoftwareX Optimal sensor placement Structural health monitoring Ultrasonic guided-waves Cost–benefit optimization |
| title | OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring |
| title_full | OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring |
| title_fullStr | OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring |
| title_full_unstemmed | OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring |
| title_short | OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring |
| title_sort | optisens convex optimization of sensor and actuator placement for ultrasonic guided wave based structural health monitoring |
| topic | Optimal sensor placement Structural health monitoring Ultrasonic guided-waves Cost–benefit optimization |
| url | http://www.sciencedirect.com/science/article/pii/S2352711020303563 |
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