A Method and Algorithm for Predicting Dangerous Technical Condition of Electric Power System Facilities

  • Elmar M. FARКHADZADE
  • Audin Z. MURADALIYEV
  • Simuzar M. ISMAILOVA
  • Revan F. YUSIFLY
Keywords: electric power systems, technical condition, multidimensional data, fiducial approach; simulation, algorithm

Abstract

The article presents the developed methods and algorithms for predicting the moment at which dangerous technical condition of a facility occurs based on a set of diagnostic parameter realizations of similar facilities. Application of the developed methods makes it possible to overcome a number of difficulties encountered in assessing safety parameters of facilities. The sedifficulties ares temming from the factthat the wearand its variation rate are random in nature; that the realizations of diagnostic parameters are multidimensional, and that manual calculations are cumbersome and laborious. The latter difficulty is over come by applying computer technologies as a computer-aided intellectual technical condition management subsystem.In view of the fact that diagnostic parameter realizations a remulti dimensional and random in nature, application of a fiducial approach seems to be advisable. One of the main objectives to besolvedin the course of operation is to reveal weak links of facilities, i.e., components determining the facility safety as a whole. The servic eliferemaining to the occurrence of dangerous technical state can becalculated manually using an experimental formula representing an analytical correlation between the critical value of remaining service life, number of realizations, and significance level. The se data, inturn, make it possible to characterize the facility technical condition in a five-mark grading system and to refine the maintenance strategy. A technique for producing particular recommendations on preventing a facility from transferring in a dangerous state and the output orms of the se recommendations are developed.

Author Biographies

Elmar M. FARКHADZADE

FARКHADZADE Elmar M. (Azerbaijan Scientific Research Designing Institute of Power Engineering (ASRDIPE), Baku, Azerbaijan) — Senior scientific researcher, Dr. Sci. (Eng.)

Audin Z. MURADALIYEV

MURADALIYEV Audin Z. (ASRDIPE, Baku, Azerbaijan) — Head of the Department, Dr. Sci. (Eng.)

Simuzar M. ISMAILOVA

ISMAILOVA SimuzarM. (ASRDIPE, Baku, Azerbaijan) — Senior scientific researcher, Cand. Sci. (Eng.)

Revan F. YUSIFLY

YUSIFLY Revan F. (ASRDIPE, Baku, Azerbaijan) — Engineer of Planning Department

References

Воропай Н.И. Методические вопросы исследования на­дежности больших систем энергетики. 2011, вып.62, с. 321—325 (Иваново: ПресСТО)).

Дьяков А.Ф., Исамухаммедов Я.Ш. Методические вопро­сы исследования надежности больших систем энергетики. Аз- НИПИИЭ, 2013, вып.63, с. 7-13 (Баку: АзНИПИИЭ).

Орлов А.И. Наука и технология в России, 1994, № 3(5), с. 7-8.

«Объем и нормы испытания электрооборудования». М.: ЭНАС, 2008, 256 с.

«Нормы МЭК». ООО «Энерго-Автоматик»: energo-a.ru

Рафиева Т.К. Имитационное моделирование индивиду­альной надежности энергоблоков ТЭС. Автореферат дисс... канд. техн. наук. Баку, 2007, 28 с.

Колмогоров А.А. Определение центра рассеяния и меры точности по ограниченному числу наблюдений. — Изв. АН СССР. Математика, 1942, № 6, с. 3—32.

Фархадзаде Э.М. О расхождении граничных значений доверительных и фидуциальных интервалов параметров надеж­ности систем. — Изв. АН СССР. Техническая кибернетика, 1979, №4, с. 196—199.

Farhadzadeh E.M., Muradaliyev A.Z., Farzaliyev Y.Z. Сошраивоп methods of modeling continuous random variables on empirical distributions. — «Reliability: Theory&applications». (USA), 2013, June., vol. 8, No. 2(29), pp. 49—54.

Абдуллаева С.А. Разработка методов и алгоритмов расчета показателей эксплуатационной надежности высоковольтных вы­ключателей. Автореферат дисс... канд. техн. наук. Баку, 2018, 27 с.

#

Voropai N.I. Metodicheskiye voprosy issledovaniya nadezhnosti bol’shikh sistem energetiki — in Russ. (Metodical questions of research of reliability of the large systems of energy), 2011,iss. 62, pp. 321—325 (Ivanovo, PrecCTO).

D’yakov A.F., Isamukhammedov Ya.Sh. Metodicheskiye voprosy issledovaniya nadezhnosti bol’shikh sistem energetiki — in Russ. (Metodical questions of research of reliability of the large systems of energy), 2013, iss. 63, pp.7—13 (Baku, Publ. AzNIPIIE).

Orlov A.I. Nauka i tekhnologiya v Rossii — in Russ. (Science and Technology in Russia), 1994, No. 3(5), pp. 7—8.

«Ob’yem i normy ispytaniya elektrooborudovaniya» (Volume and norms of test of equipment). Moscow, Publ. ENAS, 2008, 256 p.

Normy MEK. LLC «Energo-Avtomatic»: energo-a.ru

Rafiyeva F.K. Imitatsionnoye modelirovaniye individual’noi nadezhnosti...: Avtoref. diss. ... kand. tech. nauk). Baku, PrecCTO), 2007, 28 p.

Kolmogorov A.A. Izvestiya AN USSR. Matematika — in Russ. (News of USSR Academy of Sciences. Mathematics), 1942, No. 6, pp. 3-32.

Farkhadzade E.M. Izvestiya AN SSSR, Technicheskaya kibernetika — in Russ. (News of USSR Academy of sciences. Technical cybernetics), 1979, No. 4, pp. 196-199.

Farkhadzade E.M., Muradaliyev A.Z., Farzaliyev Y.Z. Comparison methods of modeling continuous random variables on empirical distributions. — «Reliability: Theory & applications». USA, 2013, June., vol. 8, No. 2(29), pp. 49—54.

Abdullayeva S.A. Razrabotka metodov i algoritmov rascheta pokazatelei... : avtoref. diss... cand. techn. nauk (Development of methods and algorithms of calculation of indexes. ...). Diss. for the Degree of Cand. Sci. (Eng.)). Baku, 2018, 27 p.

Published
2019-04-19
Section
Article