Voltage Regulation in an Islanded Microgrid using a GA-based Optimization Technique

Voltage Regulation in an Islanded Microgrid using a GA-based Optimization Technique

  IJETT-book-cover           
  
© 2022 by IJETT Journal
Volume-70 Issue-4
Year of Publication : 2022
Authors : H R Sridevi, Shreeram V Kulkarni, H M Ravikumar
DOI :  10.14445/22315381/IJETT-V70I4P202

Citation 

MLA Style: H R Sridevi, et al. "Voltage Regulation in an Islanded Microgrid using a GA-based Optimization Technique." International Journal of Engineering Trends and Technology, vol. 70, no. 4, Apr. 2022, pp. 15-20. Crossref, https://doi.org/10.14445/22315381/IJETT-V70I4P202

APA Style:H R Sridevi, Shreeram V Kulkarni, H M Ravikumar. (2022). Voltage Regulation in an Islanded Microgrid using a GA-based Optimization Technique. International Journal of Engineering Trends and Technology, 70(4), 15-20. https://doi.org/10.14445/22315381/IJETT-V70I4P202

Abstract
The power industry is undergoing significant changes due to apprehensions about traditional energy prices and greenhouse emissions due to the use of fossil fuels. As a solution, numbers of Distributed Energy Resources (DERs) are connected to the grid. Accumulation loads and DERs constitute a microgrid as a small-scale grid compared to a conventional grid. In a conventional grid, regulation of voltage and frequency are controlled by the speed variation of alternators interconnected to the grid. As the usage of DERs in power networks grows, additional challenges emerge, like the frequency and voltage regulation problems. However, the voltage and frequency must be regulated independently of the main grid if the microgrid is detached from the main utility grid. In this paper, the deviation in voltage is regulated by utilizing a Genetic algorithm (GA) to optimize the droop coefficients. The work is carried out for various loads to regulate voltage variation and reactive power-sharing, and the responses are presented. The results for voltage deviations with and without GA optimizations are also presented.

Keywords
Distributed energy sources, Autonomous microgrid, Genetic algorithm, Voltage control, Reactive power-sharing.

Reference
[1] R.H. Lasseter and P. Paigi, Microgrid: A Conceptual Solution, Proc. IEEE 35th Annual Power Electronics Specialists Conference. (2004) 4285-4290.
[2] D. E. Olivares et al., Trends in Microgrid Control, IEEE Transactions on Smart Grid. 5(4) (2014) 1905-1919.
[3] Gartner Report, Financial Times. (2007).
[4] Hua Han, XiaochaoHou, Jian Yang, Jifa Wu, Mei Su and Joseph M.Guerrero, Review of Power-Sharing Control Strategies for Islanding Operation of AC Microgrids, IEEE Transactions on Smart Grid. 7(1) (2016) 200-215.
[5] Sajjad R Talpur, and Sajid H Qazi, Comparative Study of Synchronous Reference Frame and Instantaneous Active Reactive Power Reference Current Signal Generation Technique-Based Shunt Active Power Filter in Solar Photovoltaic Microgrid System, IJETT International Journal of Electrical and Electronics Engineering. 9(2) (2022) 12-27.
[6] J. A. Peças Lopes, C. L. Moreira, and A. G. Madureira, Defining Control Strategies for MicroGrids Islanded Operation, IEEE Transactions on Power Systems. 21(2) (2006) 916-924.
[7] S. Khongkhachat and S. Khomfoi, Droop Control Strategy of AC Microgrid in Islanding Mode, in Proceedings of 18th International Conference on Electrical Machines and Systems. (2015) 2093-2098.
[8] A. El MoubarekBouzid, P. Sicard, A. Yamane and J. Paquin, Simulation of Droop Control Strategy for Parallel Inverters in Autonomous AC Microgrids, in Proceedings of 8th International Conference on Modelling, Identification and Control. (2016) 701-706.
[9] Hassan Bevrani and ShoreshShokoohi, An Intelligent Droop Control for Simultaneous Voltage and Frequency Regulation in Islanded Microgrids, IEEE Transactions on Smart Grid. 4(3) (2013) 1505-1513.
[10] Arun Ganesh K, et al., Smart Voltage Protection System for Industries, IJETT International Journal of Electrical and Electronics Engineering. 8(9) (2021) 5-12.
[11] Mohammad S. Golsorkhi and Dylan D.C.Lu, A Control Method for Inverter-Based Islanded Microgrids Based on V-I Droop Characteristics, IEEE Transactions on Power Delivery. 30(3) (2015) 1196-1204.
[12] T. A. Jumani, M. W. Mustafa, A. S. Alghamdi, M. M. Rasid, A. Alamgir and A. B. Awan, Swarm Intelligence-Based Optimization Techniques for Dynamic Response and Power Quality Enhancement of AC Microgrids: A Comprehensive Review. IEEE Access. 8 (2020) 75986-76001.
[13] C. Suchetha and J. Ramprabhakar. Optimization Techniques for Operation and Control of Microgrids – Review, Journal of Green Engineering. 8(4) 621–644.
[14] Waleed Al-Saedi, Stefan W. Lachowicz, DaryoushHabibi, Octavian Bass. Voltage and Frequency Regulation Based DER Unit in an Autonomous Microgrid Operation Using Particle Swarm Optimization, International Journal of Electrical Power & Energy Systems. 53 (2013) 742-751.
[15] W Al-Saedi, S Lachowicz, D Habibi and O Bass, PSO Algorithm for an Optimal Power Controller in a Microgrid, in Proceedings of International Conference on Sustainable Energy Engineering. (2017) 12-28.
[16] Mehrdad Ahmadi Kamarposhti, Optimal Control of Islanded Microgrid Using Particle Swarm Optimization Algorithm, International Journal of Industrial Electronics, Control and Optimization. 1(1) (2018) 53-60.
[17] N. Pogaku, M. Prodanovic and T.C. Green, Modelling, Analysis and Testing of Autonomous Operation of an Inverter-Based Microgrid, IEEE Transaction on Power Electronics. 22(2) (2007) 613-625.
[18] Kulkarni Shreeram V, and Dattatraya N Gaonkar, Improved Droop Control Strategy for Parallel-Connected Power Electronic Converter Based Distributed Generation Sources in an Islanded Microgrid, Electric Power Systems Research. 201 (2021) 107531
[19] Alam T., Qamar S., Dixit A., & Benaida M, Genetic Algorithm: Reviews, Implementations and Applications, International Journal of Engineering Pedagogy. 10(6) (2020) 57.
[20] A. Basati, M. B. Menhaj and A. Fakharian, GA-Based Optimal Droop Control Approach Improves Voltage Regulation and Equal Power-Sharing for Islanded DC Microgrids, in Proceedings of Electric Power Quality and Supply Reliability. (2016) 145-150.
[21] M. Farrokhabadi, C. A. Cañizares and K. Bhattacharya, Frequency Control in Isolated/Islanded Microgrids Through Voltage Regulation, IEEE Transactions on Smart Grid. 8(3) (2017) 1185-1194.
[22] Tanvir Ahmed, Irin Akhter, S.M.Rezeaul Karim, F. A. Sabbirahamed, Genetic Algorithms for PID Parameter Optimisation, American Journal of Intelligent Systems. 10(1) (2020) 8-13.
[23] Razavi. F, Torani. R, Askarian. I, Asgharizadeh. A Masoomi N, Optimal Design of Islanded Microgrid Using Genetic Algorithm, in Proceedings of the International Conference on Genetic and Evolutionary Methods. (2012).
[24] W.-K. Chen, Linear Networks and Systems. Belmont, CA, USA: Wadsworth. (1993) 123–135.