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...

Full description

Bibliographic Details
Main Author: Nieciąg Halina
Format: Article
Language:English
Published: Sciendo 2015-10-01
Series:Measurement Science Review
Subjects:
Online Access:https://doi.org/10.1515/msr-2015-0031
id doaj-da8c13c90e964678ba78b2cf1cfc8365
record_format Article
spelling 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