422909

03 Monte Carlo Validation Approach for Evaluating the Uncertainty of Identical Force Intervals

Article

Last updated: 27 Apr 2025

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Tags

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Abstract

Type A method is the GUM-adopted technique for evaluating the uncertainty of repeated observations. Unfortunately, the Type A method cannot provide any information about the dispersion of identical observations. This article introduces a reasonable approximation for the uncertainty of identical observations depending on the resolution of the limited-resolution measuring device and the number of identical observations. The proposed approach reduces the estimated uncertainty by at least 13.7% of the instrument's resolution compared to the GUM method without sacrificing reliability. Moreover, the proposed approach is simple, straightforward, and easily implemented in daily routine work.
Monte-Carlo simulation was performed to compare the proposed uncertainty statement of identical observations against the conventional Type A uncertainty of the observations indicated by finer-resolution devices. The simulation revealed that the percentage of agreement does not drop below 70% at worst according to the strictest criterion; for round-robins' criterion, the agreement remained above 99%.

DOI

10.21608/jmsa.2025.422909

Keywords

Gum, Resolution, uncertainty, Type A, Monte Carlo

Authors

First Name

Ahmed

Last Name

Hawam

MiddleName

A.

Affiliation

1 Production Engineering and Mechanical Design Department, Faculty of Engineering, Tanta University, Tanta, Egypt,

Email

ahmed.hawam@f-eng.tanta.edu.eg

City

-

Orcid

0000-0002-5117-4487

First Name

Ibrahim

Last Name

El-Deeb

MiddleName

S.

Affiliation

1 Production Engineering and Mechanical Design Department, Faculty of Engineering, Tanta University, Tanta, Egypt,

Email

ibrahim.eldeeb@f-eng.tanta.edu.eg

City

-

Orcid

-

First Name

K.

Last Name

Khaled

MiddleName

M.

Affiliation

Force and Material Metrology Laboratory, National Institute of Standards (NIS), Egypt

Email

khaled.abdelaziz@nis.sci.eg

City

-

Orcid

-

First Name

Mohamed

Last Name

ElWakil

MiddleName

-

Affiliation

1 Production Engineering and Mechanical Design Department, Faculty of Engineering, Tanta University, Tanta, Egypt,

Email

m.elwakil@f-eng.tanta.edu.eg

City

-

Orcid

0000-0002-6066-6547

Volume

5

Article Issue

1

Related Issue

55167

Issue Date

2025-02-01

Receive Date

2024-12-18

Publish Date

2025-02-15

Page Start

23

Page End

38

Print ISSN

2805-2536

Online ISSN

2805-2544

Link

https://jmsa.journals.ekb.eg/article_422909.html

Detail API

http://journals.ekb.eg?_action=service&article_code=422909

Order

422,909

Type

Original Article

Type Code

2,073

Publication Type

Journal

Publication Title

Journal of Measurement Science and Applications (JMSA)

Publication Link

https://jmsa.journals.ekb.eg/

MainTitle

03 Monte Carlo Validation Approach for Evaluating the Uncertainty of Identical Force Intervals

Details

Type

Article

Created At

27 Apr 2025