Validity of Exponential Distribution for Modelling Inter-failure Arrival Times of Windows based Industrial Process Control Data Exchange

Ongun Yucesan; Altan Özkil; Mehmet Efe Özbek

doi:10.53525/jster.1017004

TR EN

Validity of Exponential Distribution for Modelling Inter-failure Arrival Times of Windows based Industrial Process Control Data Exchange

Abstract

Using a reliability function with a known classical distribution, at an instance in time, the chances of an activity success can be predicted. Based on this curve, a proper reset period can be appointed. This would help to keep the risk under control. For this purpose, a test bed mimicking the machine to machine (M2M) communication of a Digital Oil Rig is employed. It contains an Embedded Computer Server and an ordinary computer acting as a client querying data from the server. On this testbed, as the communication protocol Open Platform Communications - Unified Architecture (OPC UA) is run. In “most occasions, the arrival processes are assumed as a Poisson Arrival Process. The Question of a concern: "Is this assumption valid in case of an Embedded Computer responding to queries?". Our results indicate that the failure arrivals are independent identically distributed (IID) and can be modeled with an Exponential Distribution by accepting a reasonable error.

Keywords

Inter-Failure Arrival Times and distribution , Markovian Arrival Processes , Poisson Arrival Process , Test for Sample Independence , Goodness of Fit Test

Kaynakça

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[10] O. Yucesan, A. Özkil and E. Özbek , "A Reliability Assessment of an Industrial Communication Protocol on a Windows OS Embedded PC for an Oil Rig Control Application", Journal of Scientific, Technology and Engineering Research, vol. 2, no. 2, pp. 22-30, Dec. 2021.

Ayrıntılar

Birincil Dil

İngilizce

Konular

İstatistik , Otomasyon Mühendisliği

Bölüm

Araştırma Makalesi

Yazarlar

Ongun Yucesan ^*
0000-0003-2263-6803
Türkiye

Altan Özkil
0000-0001-8136-6087
Türkiye

Mehmet Efe Özbek
0000-0001-5216-7062
Türkiye

Yayımlanma Tarihi

21 Haziran 2022

Gönderilme Tarihi

31 Ekim 2021

Kabul Tarihi

23 Aralık 2021

Yayımlandığı Sayı

Yıl 2022 Cilt: 3 Sayı: 1

DOI

https://doi.org/10.53525/jster.1017004

IZ

https://izlik.org/JA38RC49HL

APA

Yucesan, O., Özkil, A., & Özbek, M. E. (2022). Validity of Exponential Distribution for Modelling Inter-failure Arrival Times of Windows based Industrial Process Control Data Exchange. Journal of Science, Technology and Engineering Research, 3(1), 1-8. https://doi.org/10.53525/jster.1017004

AMA

1.Yucesan O, Özkil A, Özbek ME. Validity of Exponential Distribution for Modelling Inter-failure Arrival Times of Windows based Industrial Process Control Data Exchange. Journal of Science, Technology and Engineering Research. 2022;3(1):1-8. doi:10.53525/jster.1017004

Chicago

Yucesan, Ongun, Altan Özkil, ve Mehmet Efe Özbek. 2022. “Validity of Exponential Distribution for Modelling Inter-failure Arrival Times of Windows based Industrial Process Control Data Exchange”. Journal of Science, Technology and Engineering Research 3 (1): 1-8. https://doi.org/10.53525/jster.1017004.

EndNote

Yucesan O, Özkil A, Özbek ME (01 Haziran 2022) Validity of Exponential Distribution for Modelling Inter-failure Arrival Times of Windows based Industrial Process Control Data Exchange. Journal of Science, Technology and Engineering Research 3 1 1–8.

IEEE

[1]O. Yucesan, A. Özkil, ve M. E. Özbek, “Validity of Exponential Distribution for Modelling Inter-failure Arrival Times of Windows based Industrial Process Control Data Exchange”, Journal of Science, Technology and Engineering Research, c. 3, sy 1, ss. 1–8, Haz. 2022, doi: 10.53525/jster.1017004.

ISNAD

Yucesan, Ongun - Özkil, Altan - Özbek, Mehmet Efe. “Validity of Exponential Distribution for Modelling Inter-failure Arrival Times of Windows based Industrial Process Control Data Exchange”. Journal of Science, Technology and Engineering Research 3/1 (01 Haziran 2022): 1-8. https://doi.org/10.53525/jster.1017004.

JAMA

1.Yucesan O, Özkil A, Özbek ME. Validity of Exponential Distribution for Modelling Inter-failure Arrival Times of Windows based Industrial Process Control Data Exchange. Journal of Science, Technology and Engineering Research. 2022;3:1–8.

MLA

Yucesan, Ongun, vd. “Validity of Exponential Distribution for Modelling Inter-failure Arrival Times of Windows based Industrial Process Control Data Exchange”. Journal of Science, Technology and Engineering Research, c. 3, sy 1, Haziran 2022, ss. 1-8, doi:10.53525/jster.1017004.

Vancouver

1.Ongun Yucesan, Altan Özkil, Mehmet Efe Özbek. Validity of Exponential Distribution for Modelling Inter-failure Arrival Times of Windows based Industrial Process Control Data Exchange. Journal of Science, Technology and Engineering Research. 01 Haziran 2022;3(1):1-8. doi:10.53525/jster.1017004