Modeling of an Autonomous Energy Complex Network Based on Renewable Energy Sources with Distributed Solar Generation

Authors

  • Khurshed B. Nazirov
  • Zokirdzhon S. Ganiev
  • Sagid A. Abdulkerimov
  • Shokhin D. Jurazoda
  • Rustam S. Ishan-Khodzhaev

DOI:

https://doi.org/10.24160/1993-6982-2026-4-54-62

Keywords:

renewable energy sources, decentralized energy complexes, ETAP-19, operating parameters, power quality, harmonic distortion, current and voltage higher harmonic components, static capacitor banks (SCB), autonomous power supply, sustainable development, power system

Abstract

The article examines the energy potential of the Republic of Tajikistan, with an emphasis on the development of renewable energy sources (RES). The country has significant hydropower resources, ranking 8th globally in this indicator, yet it only uses 4–5% of its available potential. The power system is primarily based on large hydroelectric power plants, a circumstance that makes it vulnerable to seasonal and climatic fluctuations. To enhance energy security and power supply stability, special attention is given to the need for power system diversification through the use of solar, wind, biomass, and other energy sources. The development of decentralized RES is especially relevant for remote, mountainous regions not connected to the central grid. Furthermore, the RES sector can become an important driver of economic growth, creating jobs, attracting investments, and helping Tajikistan meet its international obligations in the fields of environment protection and sustainable development. A model of an autonomous energy complex based on RES has been developed in the ETAP-19 software system to assess its operating parameters and power quality indicators. The model enables the user to perform a highly accurate power system load flow calculation with determining its key parameters such as currents, voltages, power, and energy losses. It also enables the user to evaluate power quality indicators, including slow voltage variations and the total harmonic distortion (THD) for current (THDi) and voltage (THDv). It has been revealed that the presence of solar and wind power plants in the energy complex causes voltage waveform distortion, and the harmonic levels do not comply with the requirements of GOST 32144-2013. The use of static capacitor banks (SCB) in the absence of voltage regulation devices also contributes to an increase in harmonic distortion. Therefore, the necessity of conducting further research on autonomous energy complexes based on RES is emphasized to improve power quality and reliability.

Author Biographies

Khurshed B. Nazirov

Ph.D. (Techn.), Assistant Professor of Electric Power Engineering Dept., Head of Electric Power Engineering Dept., Dushanbe Branch of the NRU MPEI, e-mail: Hurshed84@mail.ru

Zokirdzhon S. Ganiev

Ph.D. (Techn.), Assistant Professor of Electric Power Engineering Dept., Dushanbe Branch of the NRU MPEI, e-mail: Zoko1981@mail.ru

Sagid A. Abdulkerimov

Ph.D. (Techn.), Professor of Electric Power Engineering Dept., Director of Dushanbe Branch of the NRU MPEI, e-mail: Top.df.mpei@ya.ru

Shokhin D. Jurazoda

Ph.D. (Techn.), Assistant Professor of Electric Power Engineering Dept., Dushanbe Branch of the NRU MPEI, e-mail: DzhuraevSH@mpei.ru

Rustam S. Ishan-Khodzhaev

Senior Lecturer of Electric Power Engineering Dept., Dushanbe Branch of the NRU MPEI

References

1. Гидроэнергетические ресурсы Таджикистана [Электрон. ресурс] https://www.mewr.tj/?page_id=614 (дата обращения 20.05.2025).

2. Петров Г.Н. Гидроэнергетические ресурсы Таджикистана // Центральная Азия и Кавказ. 2003. № 3(27). Pp. 1—14.

3. Renewables 2013. Global Status Report [Электрон. ресурс] http://www.martinot.info/REN21_GSR2013.pdf (дата обращения 12.12.2020).

4. Энергетические ресурсы СССР. Т. 2. Гидроэнергетические ресурсы. М.: Наука, 1967.

5. Brown K. e. a. Interactive Simulation of Power Systems: ETAP Applications and Techniques // Conf. Record IEEE Industry Appl. Soc. Annual Meeting. Seattle, 1990. V. 2. Pp. 1930—1941.

6. Gayathri R. e. a. Evolution of ETAP Software Tool for Power System Studies: a Literature Survey // Intern. J. Pure and Appl. Math. 2018. V. 118(24). Pp. 1—20.

7. Rifal R., Utomo S.B., Haddin M. Analisis Perhitungan Rugi-rugi Daya Pada Saluran Transmisi Tegangan Tinggi 150 kV Gardu Induk Tambak Lorok — Bawen Dengan Menggunakan ETAP 12.6.0 // Proc. Konf. ILMIAH Mahasiswa Unissula (KIMU) Klaster Eng. Semarang, 2019. Pp. 234—243.

8. Shertukde H.M. Power Systems Analysis Illustrated with MATLAB and ETAP. Boca Raton: CRC Press, 2019.

9. Manio L.R. e. a. Sequential Motor Dynamic Acceleration and Reacceleration Simulations: Comparison of ETAP® and EMTP-RV® Software // Proc. Intern. Conf. Power Syst. Transients. Kyoto, 2009.

10. Khan R.A.J., Junaid M., Asgher M.M. Analyses and Monitoring of 132 kV Grid Using ETAP Software // Proc. Intern. Conf. Electrical and Electronics Eng. Bursa, 2009. Pp. I–113—I–118.

11. Назиров Х.Б. и др. Оценка режима работы инверторов солнечных электростанций с точки зрения обеспечения качества электроэнергии // Электротехнические системы и комплексы. 2023. № 1(58). С. 31—38.

12. Назиров Х.Б., Абдулкеримов С.А. Результаты оценки токов и напряжения высших гармоник на основе моделирования системы электроснабжения предприятия // Электроэнергия. Передача и распределение. 2022. № 3(72). С. 48—53.

13. Chorshanbiev S.R., Shvedov G.V., Nazirov K.B., Ganiev Z.S. Analysis of the Influence of the Operation of Network-driven Inverters of Solar Power Plants on the Operation Mode of 0.4 kV Electrical Network in Terms of Electromagnetic Compatibility // Proc. IEEE Conf. Russian Young Researchers in Electrical and Electronic Eng. St. Petersburg, Moscow, 2019. Pp. 946—950.

14. Rif'an M. e. a. Comparison of Load Flow Analysis Using PSAT and ETAP // IOP Conf. Series: Materials Sci. and Eng. 2021. V. 1098. P. 042025.

15. Rehmat M., Ansari A., Rehman M. Modeling and Analysis of 300 MW Photovoltaic System Using ETAP and Harmonic Filter Design // Proc. III Intern. Symp. Instrumentation, Control, Artificial Intelligence, and Robotics. Bangkok, 2023. Pp. 140—144.

16. Абдали Л.М. и др. Моделирование режимов работы фотоэлектрической системы // Вестник ИжГТУ им. М.Т. Калашникова. 2021. Т. 24. № 3. С. 78—87.

17. Kenfack J. e. a. Microhydro-PV-hybrid System: Sizing a Small Hydro-PV-hybrid System for Rural Electrification in Developing Countries // Renew. Energy. 2009. V. 34(10). Pp. 2259—2263.

18. Vieira F., Ramos M.H. Optimization of Operational Planning for Wind/Hydro Hybrid Water Supply Systems // Renew. Energy. 2009. V. 34(3). Pp. 928—936.

19. Dalwadi P., Shrinet V., Mehta C.R., Shah P. Optimization of Solar-wind Hybrid System for Distributed Generation // Proc. Nirma University Intern. Conf. Eng. Ahmedabad, 2011. Pp. 1—4.

20. ГОСТ 32144—2013. Электрическая энергия. Совместимость технических средств электромагнитная. Нормы качества электрической энергии в системах общего назначения.

21. Khaleel M. e. a. Emerging Issues and Challenges in Integrating of Solar and Wind // Intern. J. Electrical Eng. and Sustain. 2024. V. 2(4). Pp. 1—11.

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Для цитирования: Назиров Х.Б., Ганиев З.С., Абдулкеримов С.А., Джуразода Ш.Д., Ишан-Ходжаев Р.С. Моделирование автономной сети энергокомплекса на базе возобновляемых источников энергии с распределённой солнечной генерацией // Вестник МЭИ. 2026. № 4. С. 54—62. DOI: 10.24160/1993-6982-2026-4-54-62

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Конфликт интересов: авторы заявляют об отсутствии конфликта интересов

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1. Gidroenergeticheskie Resursy Tadzhikistana [Elektron. Resurs] https://www.mewr.tj/?page_id=614 (Data Obrashcheniya 20.05.2025). (in Russian).

2. Petrov G.N. Gidroenergeticheskie Resursy Tadzhikistana. Tsentral'naya Aziya i Kavkaz. 2003;3(27):1—14. (in Russian).

3. Renewables 2013. Global Status Report [Elektron. Resurs] http://www.martinot.info/REN21_GSR2013.pdf (Data Obrashcheniya 12.12.2020).

4. Energeticheskie Resursy SSSR. T. 2. Gidroenergeticheskie Resursy. M.: Nauka, 1967. (in Russian).

5. Brown K. e. a. Interactive Simulation of Power Systems: ETAP Applications and Techniques. Conf. Record IEEE Industry Appl. Soc. Annual Meeting. Seattle, 1990;2:1930—1941.

6. Gayathri R. e. a. Evolution of ETAP Software Tool for Power System Studies: a Literature Survey. Intern. J. Pure and Appl. Math. 2018;118(24):1—20.

7. Rifal R., Utomo S.B., Haddin M. Analisis Perhitungan Rugi-rugi Daya Pada Saluran Transmisi Tegangan Tinggi 150 kV Gardu Induk Tambak Lorok — Bawen Dengan Menggunakan ETAP 12.6.0. Proc. Konf. ILMIAH Mahasiswa Unissula (KIMU) Klaster Eng. Semarang, 2019:234—243.

8. Shertukde H.M. Power Systems Analysis Illustrated with MATLAB and ETAP. Boca Raton: CRC Press, 2019.

9. Manio L.R. e. a. Sequential Motor Dynamic Acceleration and Reacceleration Simulations: Comparison of ETAP® and EMTP-RV® Software. Proc. Intern. Conf. Power Syst. Transients. Kyoto, 2009.

10. Khan R.A.J., Junaid M., Asgher M.M. Analyses and Monitoring of 132 kV Grid Using ETAP Software. Proc. Intern. Conf. Electrical and Electronics Eng. Bursa, 2009:I–113—I–118.

11. Nazirov H.B. i dr. Otsenka Rezhima Raboty Invertorov Solnechnyh Elektrostantsiy s Tochki Zreniya Obespecheniya Kachestva Elektroenergii. Elektrotekhnicheskie Sistemy i Kompleksy. 2023;1(58):31—38. (in Russian).

12. Nazirov H.B., Abdulkerimov S.A. Rezul'taty Otsenki Tokov i Napryazheniya Vysshih Garmonik na Osnove Modelirovaniya Sistemy Elektrosnabzheniya Predpriyatiya. Elektroenergiya. Peredacha i Raspredelenie. 2022;3(72):48—53. (in Russian).

13. Chorshanbiev S.R., Shvedov G.V., Nazirov K.B., Ganiev Z.S. Analysis of the Influence of the Operation of Network-driven Inverters of Solar Power Plants on the Operation Mode of 0.4 kV Electrical Network in Terms of Electromagnetic Compatibility. Proc. IEEE Conf. Russian Young Researchers in Electrical and Electronic Eng. St. Petersburg, Moscow, 2019:946—950.

14. Rif'an M. e. a. Comparison of Load Flow Analysis Using PSAT and ETAP. IOP Conf. Series: Materials Sci. and Eng. 2021;1098:042025.

15. Rehmat M., Ansari A., Rehman M. Modeling and Analysis of 300 MW Photovoltaic System Using ETAP and Harmonic Filter Design. Proc. III Intern. Symp. Instrumentation, Control, Artificial Intelligence, and Robotics. Bangkok, 2023:140—144.

16. Abdali L.M. i dr. Modelirovanie Rezhimov Raboty

Fotoelektricheskoy Sistemy. Vestnik IzhGTU im. M.T. Kalashnikova. 2021;24(3):78—87. (in Russian).

17. Kenfack J. e. a. Microhydro-PV-hybrid System: Sizing a Small Hydro-PV-hybrid System for Rural Electrification in Developing Countries. Renew. Energy. 2009;34(10):2259—2263.

18. Vieira F., Ramos M.H. Optimization of Operational Planning for Wind/Hydro Hybrid Water Supply Systems. Renew. Energy. 2009;34(3):928—936.

19. Dalwadi P., Shrinet V., Mehta C.R., Shah P. Optimization of Solar-wind Hybrid System for Distributed Generation. Proc. Nirma University Intern. Conf. Eng. Ahmedabad, 2011:1—4.

20. GOST 32144—2013. Elektricheskaya Energiya. Sovmestimost' Tekhnicheskih Sredstv Elektromagnitnaya. Normy Kachestva Elektricheskoy Energii v Sistemah Obshchego Naznacheniya. (in Russian).

21. Khaleel M. e. a. Emerging Issues and Challenges in Integrating of Solar and Wind. Intern. J. Electrical Eng. and Sustain. 2024;2(4):1—11

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For citation: Nazirov Kh.B., Ganiev Z.S., Abdulkerimov S.A., Jurazoda Sh.J., Ishan-Khojaev R.S. Modeling of an Autonomous Energy Complex Network Based on Renewable Energy Sources with Distributed Solar Generation. Bulletin of MPEI. 2026;4:54—62. (in Russian). DOI: 10.24160/1993-6982-2026-4-54-62

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Conflict of interests: the authors declare no conflict of interest

Published

2026-08-23

Issue

Section

Energy Systems and Complexes (2.4.5)