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Bibliographic record number: 888447

Journal

Authors: Tolić, Ivan; Miličević, Kruno; Šuvak, Nenad; Biondić, Ivan
Title: Non-linear Least Squares and Maximum Likelihood Estimation of Probability Density Function of Cross-Border Transmission Losses
Source: IEEE transactions on power systems (0885-8950) 33 (2018), 2; 2230-2238
Paper type: article
Keywords: Cross-border transmission losses ; adaptive Monte Carlo method ; probability density function ; Levenberg–Marquardt algorithm ; Kolmogorov-Smirnov statistic
Abstract:
In the modern power system, transmission losses play an increasingly important role in determining the costs of transmission system operators, in particular in cross-border energy exchange. A variety of transmission losses calculation methods are present in scientific literature in recent years, but regularly neglecting the measurement uncertainty which is an important contribution in calculating the final cost of exchanged energy. Due to the significant cost of transmission losses in total costs, all transmission system operators are interested in discovering the probabilistic nature of transmission losses as a fundamental requirement for finding the fair method for transmission losses allocation. In this paper, transmission losses are simulated on 110 kV cross-border transmission line using an Adaptive Monte Carlo method. The probability density estimation procedure is performed by the non- linear least-squares method, using the Levenberg– Marquardt algorithm. The Gaussian, log-normal, Rayleigh, four-parameter beta, generalized trapezoidal and the sum of uniform and normal distribution are fitted and the quality of the distribution estimates is compared according to the corresponding values of the Kolmogorov- Smirnov statistic. Furthermore, an additional example presents a distribution fitting procedure on the zero- impedance data of the same transmission line.
Original language: ENG
Citation databases: Current Contents Connect (CCC)
Scopus
SCI-EXP, SSCI i/ili A&HCI
Science Citation Index Expanded (SCI-EXP) (sastavni dio Web of Science Core Collectiona)
Category: Znanstveni
Research fields:
Mathematics,Electrical engineering
URL: https://ieeexplore.ieee.org/document/8007222
Broj citata:
Altmetric:
DOI: 10.1109/TPWRS.2017.2738319
URL cjelovitog rada:
Google Scholar: Non-linear Least Squares and Maximum Likelihood Estimation of Probability Density Function of Cross-Border Transmission Losses
Contrib. to CROSBI by: Kruno Miličević (kruno.milicevic@etfos.hr), 10. Kol. 2017. u 18:59 sati



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