Determination of optimal size and location of static synchronous compensator for power system bus voltage improvement and loss reduction using whale optimization algorithm

Authors

DOI:

https://doi.org/10.15587/1729-4061.2022.251760

Keywords:

voltage stability, voltage improvement, static synchronous compensator, whale optimization algorithm

Abstract

Power systems are usually expected to become heavily loaded as the demand for electrical energy grows and economic consideration limits the installation of additional transmission and generating capacity. Keeping the bus voltage in the power system within the standard permissible limits is an important concern to improve the voltage stability and avoid voltage collapse of the whole power system. The common and effective way to achieve this purpose is by adding flexible AC transmission line devices to the power system. One of these devices is static synchronous compensator. In this paper an approach is proposed to find optimal location and size of static synchronous compensator for improving bus voltage in the power system. A load flow is conducted to identify the low voltage buses which are the weak buses in the system and they are considered as suitable buses for static synchronous compensator connection. An objective function is formulated for optimization process which contains four parts, the voltage deviation, static synchronous compensator size, active and reactive power losses of the whole power system. Whale optimization algorithm is used for the optimization process. The proposed approach is applied on the real power system of Kurdistan Region using power system simulator for engineering software for simulating the power system and finding the optimal size and location of static synchronous compensator for bus voltage improvement. The results are encouraging for applying the approach to any power system. What distinguishes this method is that it accomplishes two things, namely reducing the bus voltage deviation to zero which means that all bus voltages are within the permissible limits and minimizing losses as well.

Author Biographies

Ali Abdulqadir Rasool, University of Salahaddin-Erbil

Master of Science in Electrical Engineering

Department of Electrical Engineering

College of Engineering

Najimaldin M. Abbas, University of Kirkuk

Assistant Professor

Department of Electrical Engineering

College of Engineering

Kamal Sheikhyounis, University of Salahaddin-Erbil

Assistant Professor

Department of Electrical Engineering

College of Engineering

References

  1. Shah, S. O., Arshad, A., Alam, S. (2021). Reactive Power Compensation Utilizing FACTS Devices. 2021 International Conference on Emerging Power Technologies (ICEPT). doi: https://doi.org/10.1109/icept51706.2021.9435455
  2. Joshi, B. S., Mahela, O. P., Ola, S. R. (2016). Reactive power flow control using Static VAR Compensator to improve voltage stability in transmission system. 2016 International Conference on Recent Advances and Innovations in Engineering (ICRAIE). doi: https://doi.org/10.1109/icraie.2016.7939504
  3. Moghavvemi, M., Faruque, M. O. (2000). Effects of FACTS devices on static voltage stability. 2000 TENCON Proceedings. Intelligent Systems and Technologies for the New Millennium (Cat. No.00CH37119). doi: https://doi.org/10.1109/tencon.2000.888762
  4. Telang, A. S., Bedekar, P. P. (2016). Application of voltage stability indices for proper placement of STATCOM under load increase scenario. International Journal of Energy and Power Engineering, 10 (7), 998–1003. Available at: https://publications.waset.org/10006054/application-of-voltage-stability-indices-for-proper-placement-of-statcom-under-load-increase-scenario
  5. Lakkireddy, J., Rastgoufard, R., Leevongwat, I., Rastgoufard, P. (2015). Steady state voltage stability enhancement using shunt and series FACTS devices. 2015 Clemson University Power Systems Conference (PSC). doi: https://doi.org/10.1109/psc.2015.7101706
  6. Minguez, R., Milano, F., Zarate-Minano, R., Conejo, A. J. (2007). Optimal Network Placement of SVC Devices. IEEE Transactions on Power Systems, 22 (4), 1851–1860. doi: https://doi.org/10.1109/tpwrs.2007.907543
  7. El Metwally, M. M., El Emary, A. A., El Bendary, F. M., Mosaad, M. I. (2008). Optimal allocation of FACTS devices in power system using genetic algorithms. 2008 12th International Middle-East Power System Conference. doi: https://doi.org/10.1109/mepcon.2008.4562386
  8. Farsangi, M. M., Nezamabadi-pour, H., Song, Y.-H., Lee, K. Y. (2007). Placement of SVCs and Selection of Stabilizing Signals in Power Systems. IEEE Transactions on Power Systems, 22 (3), 1061–1071. doi: https://doi.org/10.1109/tpwrs.2007.901285
  9. Kumarasamy, K., Raghavan, R. (2012). Particle Swarm Optimization algorithm for voltage stability improvement using multiple STATCOM. 2012 International Conference on Emerging Trends in Electrical Engineering and Energy Management (ICETEEEM). doi: https://doi.org/10.1109/iceteeem.2012.6494493
  10. Rao, P., Crow, M. L., Yang, Z. (2000). STATCOM control for power system voltage control applications. IEEE Transactions on Power Delivery, 15 (4), 1311–1317. doi: https://doi.org/10.1109/61.891520
  11. Sharma, N. K., Ghosh, A., Varma, R. K. (2003). A novel placement strategy for facts controllers. IEEE Transactions on Power Delivery, 18 (3), 982–987. doi: https://doi.org/10.1109/tpwrd.2003.813874
  12. Xiao, Y., Song, Y. H., Sun, Y. Z. (2002). Power flow control approach to power systems with embedded FACTS devices. IEEE Transactions on Power Systems, 17 (4), 943–950. doi: https://doi.org/10.1109/tpwrs.2002.804919
  13. Yang, C.-F., Lai, G. G., Lee, C.-H., Su, C.-T., Chang, G. W. (2012). Optimal setting of reactive compensation devices with an improved voltage stability index for voltage stability enhancement. International Journal of Electrical Power & Energy Systems, 37 (1), 50–57. doi: https://doi.org/10.1016/j.ijepes.2011.12.003
  14. Mahmood, F. B. K., Ahmad, S., Mukit, G., Shuvo, M. T. I., Razwan, S., Maruf, M. N. I., Albatsh, F. M. (2017). Weakest location exploration in IEEE-14 bus system for voltage stability improvement using STATCOM, synchronous condenser and static capacitor. 2017 International Conference on Electrical, Computer and Communication Engineering (ECCE). doi: https://doi.org/10.1109/ecace.2017.7912980
  15. Al Mamari, A. S., Toha, S. F., Ahmad, S., Al Mamari, A. S. (2021). A modal analysis based on reactive power compensation on 6-bus Oman electrical grid. International Journal of Power Electronics and Drive Systems (IJPEDS), 12 (2), 757. doi: https://doi.org/10.11591/ijpeds.v12.i2.pp757-764
  16. Mukhopadhyay, B., Mandal, R. K., Choudhary, G. K. (2017). Voltage Compensation In Wind Power System Using STATCOM Controlled By Soft Computing Techniques. International Journal of Electrical and Computer Engineering (IJECE), 7 (2), 667. doi: https://doi.org/10.11591/ijece.v7i2.pp667-680
  17. Alatshan, M. S., Alhamrouni, I., Sutikno, T., Jusoh, A. (2020). Application of static synchronous compensator and energy storage system for power system stability enhancement. Bulletin of Electrical Engineering and Informatics, 9 (6), 2222–2234. doi: https://doi.org/10.11591/eei.v9i6.2319
  18. Khan, S., Bhowmick, S. (2014). STATCOM modeling for power flow analysis. 2014 6th IEEE Power India International Conference (PIICON). doi: https://doi.org/10.1109/poweri.2014.7117603
  19. Kadandani, N. B., Maiwada, Y. A. (2015). Simulation of Static Synchronous Compensator (STATCOM) for Voltage Profile Improvement. Innovative Systems Design and Engineering, 6 (7). Available at: https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.1013.4109&rep=rep1&type=pdf
  20. Lin, W.-M., Lu, K.-H., Huang, C.-H., Ou, T.-C., Li, Y.-H. (2009). Optimal location and capacity of STATCOM for voltage stability enhancement using ACO plus GA. 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics. doi: https://doi.org/10.1109/aim.2009.5229769
  21. Mirjalili, S., Lewis, A. (2016). The Whale Optimization Algorithm. Advances in Engineering Software, 95, 51–67. doi: https://doi.org/10.1016/j.advengsoft.2016.01.008
  22. Vaiyapuri, T., Alaskar, H. (2020). Whale Optimization for Wavelet-Based Unsupervised Medical Image Segmentation: Application to CT and MR Images. International Journal of Computational Intelligence Systems, 13 (1), 941. doi: https://doi.org/10.2991/ijcis.d.200625.001

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Published

2022-02-25

How to Cite

Rasool, A. A., Abbas, N. M., & Sheikhyounis, K. . (2022). Determination of optimal size and location of static synchronous compensator for power system bus voltage improvement and loss reduction using whale optimization algorithm. Eastern-European Journal of Enterprise Technologies, 1(8(115), 26–34. https://doi.org/10.15587/1729-4061.2022.251760

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Section

Energy-saving technologies and equipment