Improvement of Simulation Method in Validation of Software of the Coordinate Measuring Systems
Software is used in order to accomplish various tasks at each stage of the functioning of modern measuring systems. Before metrological confirmation of measuring equipment, the system has to be validated. This paper discusses the method for conducting validation studies of a fragment of software to...
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Online Access: | https://doi.org/10.1515/msr-2015-0031 |
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doaj-da8c13c90e964678ba78b2cf1cfc83652021-09-06T19:20:27ZengSciendoMeasurement Science Review1335-88712015-10-0115522623510.1515/msr-2015-0031msr-2015-0031Improvement of Simulation Method in Validation of Software of the Coordinate Measuring SystemsNieciąg Halina0Faculty of Mechanical Engineering and Robotics, AGH University of Science and Technology, 30 Mickiewicza Av. , 00-059 Cracow, PolandSoftware is used in order to accomplish various tasks at each stage of the functioning of modern measuring systems. Before metrological confirmation of measuring equipment, the system has to be validated. This paper discusses the method for conducting validation studies of a fragment of software to calculate the values of measurands. Due to the number and nature of the variables affecting the coordinate measurement results and the complex character and multi-dimensionality of measurands, the study used the Monte Carlo method of numerical simulation. The article presents an attempt of possible improvement of results obtained by classic Monte Carlo tools. The algorithm LHS (Latin Hypercube Sampling) was implemented as alternative to the simple sampling schema of classic algorithm.https://doi.org/10.1515/msr-2015-0031validationcoordinate measuring techniquemonte carlo simulation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Nieciąg Halina |
spellingShingle |
Nieciąg Halina Improvement of Simulation Method in Validation of Software of the Coordinate Measuring Systems Measurement Science Review validation coordinate measuring technique monte carlo simulation |
author_facet |
Nieciąg Halina |
author_sort |
Nieciąg Halina |
title |
Improvement of Simulation Method in Validation of Software of the Coordinate Measuring Systems |
title_short |
Improvement of Simulation Method in Validation of Software of the Coordinate Measuring Systems |
title_full |
Improvement of Simulation Method in Validation of Software of the Coordinate Measuring Systems |
title_fullStr |
Improvement of Simulation Method in Validation of Software of the Coordinate Measuring Systems |
title_full_unstemmed |
Improvement of Simulation Method in Validation of Software of the Coordinate Measuring Systems |
title_sort |
improvement of simulation method in validation of software of the coordinate measuring systems |
publisher |
Sciendo |
series |
Measurement Science Review |
issn |
1335-8871 |
publishDate |
2015-10-01 |
description |
Software is used in order to accomplish various tasks at each stage of the functioning of modern measuring systems. Before metrological confirmation of measuring equipment, the system has to be validated. This paper discusses the method for conducting validation studies of a fragment of software to calculate the values of measurands. Due to the number and nature of the variables affecting the coordinate measurement results and the complex character and multi-dimensionality of measurands, the study used the Monte Carlo method of numerical simulation. The article presents an attempt of possible improvement of results obtained by classic Monte Carlo tools. The algorithm LHS (Latin Hypercube Sampling) was implemented as alternative to the simple sampling schema of classic algorithm. |
topic |
validation coordinate measuring technique monte carlo simulation |
url |
https://doi.org/10.1515/msr-2015-0031 |
work_keys_str_mv |
AT nieciaghalina improvementofsimulationmethodinvalidationofsoftwareofthecoordinatemeasuringsystems |
_version_ |
1717776736670711808 |