Research Article

HISTORICAL AND MONTE CARLO SIMULATION-BASED RELIABILITY ASSESSMENT OF POWER DISTRIBUTION SYSTEMS

Volume: 38 Number: 3 October 5, 2021
  • Mohammed Wadı
  • Mustafa Baysal
  • Abdulfetah Shobole
  • Mehmet Rida X Mehmet Rida Tur
EN

HISTORICAL AND MONTE CARLO SIMULATION-BASED RELIABILITY ASSESSMENT OF POWER DISTRIBUTION SYSTEMS

Abstract

Historical reliability assessment, which is based on past real data, is vital for utilities since it reflects the system's operational behavior best. Therefore, most utilities prefer historical reliability assessment rather than a predictive assessment. This paper includes two major parts; the first part analyses the historical data for four feeders sector of the Bosporus Electricity Distribution Incorporated distribution grid based on their historical collected data, while, the second part of the paper uses the analyzed historical data as a reference input for the Monte Carlo simulation method to assess the future reliability analysis. The results show that the proposed reliability assessment methodology is a powerful tool for the future reliability assessment of power distribution grids.

Keywords

References

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  5. [5] Wallnerstrom C. J. On risk management of electrical distribution systems and the impact of regulations. BSc, KTH-Royal Institute of Technology, Stockholm, 2008.
  6. [6] Chowdhury A. Distribution system risk assessment based on historical reliability performance. IEEE Transactions on Power Systems; 2004.
  7. [7] Cadini F, Agliardi G. L, Zio E. A modeling and simulation framework for the reliability/availability assessment of a power transmission grid subject to cascading failures under extreme weather conditions. Applied Energy, 2016; 185: 267-279.
  8. [8] Silva E. N, Rodrigues A. B, Silva M. Stochastic assessment of the impact of photovoltaic distributed generation on the power quality indices of distribution networks. Electric Power Systems Research; 2016; 135:59-67.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Authors

Mohammed Wadı This is me
0000-0001-8928-3729
Türkiye

Mustafa Baysal This is me
0000-0002-6298-918X
Türkiye

Abdulfetah Shobole This is me
0000-0002-3180-6504
Türkiye

Mehmet Rida X Mehmet Rida Tur This is me
0000-0001-5688-4624
Türkiye

Publication Date

October 5, 2021

Submission Date

October 26, 2019

Acceptance Date

May 27, 2020

Published in Issue

Year 2020 Volume: 38 Number: 3

APA
Wadı, M., Baysal, M., Shobole, A., & Mehmet Rida Tur, M. R. X. (2021). HISTORICAL AND MONTE CARLO SIMULATION-BASED RELIABILITY ASSESSMENT OF POWER DISTRIBUTION SYSTEMS. Sigma Journal of Engineering and Natural Sciences, 38(3), 1527-1540. https://izlik.org/JA52PB93RZ
AMA
1.Wadı M, Baysal M, Shobole A, Mehmet Rida Tur MRX. HISTORICAL AND MONTE CARLO SIMULATION-BASED RELIABILITY ASSESSMENT OF POWER DISTRIBUTION SYSTEMS. SIGMA. 2021;38(3):1527-1540. https://izlik.org/JA52PB93RZ
Chicago
Wadı, Mohammed, Mustafa Baysal, Abdulfetah Shobole, and Mehmet Rida X Mehmet Rida Tur. 2021. “HISTORICAL AND MONTE CARLO SIMULATION-BASED RELIABILITY ASSESSMENT OF POWER DISTRIBUTION SYSTEMS”. Sigma Journal of Engineering and Natural Sciences 38 (3): 1527-40. https://izlik.org/JA52PB93RZ.
EndNote
Wadı M, Baysal M, Shobole A, Mehmet Rida Tur MRX (October 1, 2021) HISTORICAL AND MONTE CARLO SIMULATION-BASED RELIABILITY ASSESSMENT OF POWER DISTRIBUTION SYSTEMS. Sigma Journal of Engineering and Natural Sciences 38 3 1527–1540.
IEEE
[1]M. Wadı, M. Baysal, A. Shobole, and M. R. X. Mehmet Rida Tur, “HISTORICAL AND MONTE CARLO SIMULATION-BASED RELIABILITY ASSESSMENT OF POWER DISTRIBUTION SYSTEMS”, SIGMA, vol. 38, no. 3, pp. 1527–1540, Oct. 2021, [Online]. Available: https://izlik.org/JA52PB93RZ
ISNAD
Wadı, Mohammed - Baysal, Mustafa - Shobole, Abdulfetah - Mehmet Rida Tur, Mehmet Rida X. “HISTORICAL AND MONTE CARLO SIMULATION-BASED RELIABILITY ASSESSMENT OF POWER DISTRIBUTION SYSTEMS”. Sigma Journal of Engineering and Natural Sciences 38/3 (October 1, 2021): 1527-1540. https://izlik.org/JA52PB93RZ.
JAMA
1.Wadı M, Baysal M, Shobole A, Mehmet Rida Tur MRX. HISTORICAL AND MONTE CARLO SIMULATION-BASED RELIABILITY ASSESSMENT OF POWER DISTRIBUTION SYSTEMS. SIGMA. 2021;38:1527–1540.
MLA
Wadı, Mohammed, et al. “HISTORICAL AND MONTE CARLO SIMULATION-BASED RELIABILITY ASSESSMENT OF POWER DISTRIBUTION SYSTEMS”. Sigma Journal of Engineering and Natural Sciences, vol. 38, no. 3, Oct. 2021, pp. 1527-40, https://izlik.org/JA52PB93RZ.
Vancouver
1.Mohammed Wadı, Mustafa Baysal, Abdulfetah Shobole, Mehmet Rida X Mehmet Rida Tur. HISTORICAL AND MONTE CARLO SIMULATION-BASED RELIABILITY ASSESSMENT OF POWER DISTRIBUTION SYSTEMS. SIGMA [Internet]. 2021 Oct. 1;38(3):1527-40. Available from: https://izlik.org/JA52PB93RZ

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