A Method for Estimating the Resultant Expanded Uncertainty Value Based on Interval Arithmetic

Author:

Kampik Marian1ORCID,Roj Jerzy1ORCID,Dróżdż Łukasz1ORCID

Affiliation:

1. Department of Measurement Science, Electronics and Control, Silesian University of Technology, ul. Akademicka 10, 44-100 Gliwice, Poland

Abstract

The article describes a method for determining the resultant expanded uncertainty value in the case of analyzing an uncertainty budget with many components. It employs interval arithmetic, known for its low calculation complexity compared to other methods in the literature. The article includes a detailed explanation of the proposed method and showcases its applications. Results are compared with those from the Monte Carlo method and assumptions based on the central limit theorem. The relative error in estimating the resulting expanded uncertainty value typically stays within ±5% of the Monte Carlo method’s result.

Funder

Polish National Science Centre

Rector of the Silesian University of Technology

Publisher

MDPI AG

Reference21 articles.

1. Joint Committee for Guides in Metrology (2008). Evaluation of Measurement Data—Guide to the Expression of Uncertainty in Measurement, JCGM. Available online: https://www.bipm.org/documents/20126/2071204/JCGM_100_2008_E.pdf.

2. Analysis of basic probability distributions, their properties and use in determining type B evaluation of measurement uncertainties;Measurement,2013

3. Fusion of probability density functions;Koliander;Proc. IEEE,2022

4. A new uncertainty propagation method considering multimodal probability density functions;Zhang;Struct. Multidiscip. Optim.,2019

5. Dieck, R.H. (2017). Measurement Uncertainty: Methods and Applications, ISA.

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