Microgrid Control Techniques: A Review

Authors

  • Abdulmalik Department of Electrical Engineering, Faculty of Engineering and Engineering Technology, Nigerian Defense Academy, Kaduna, Nigeria
  • Aliyu Sabo Department of Electrical Engineering, Faculty of Engineering and Engineering Technology, Nigerian Defence Academy (NDA), Kaduna, Nigeria. https://orcid.org/0000-0003-2894-812X
  • Olutosin Ogunleye  Department of Electrical Engineering, Faculty of Engineering and Engineering Technology, Nigerian Defense Academy, Kaduna, Nigeria
  • Abdul Wahab Noor Izzri Advanced Lightning Power and Energy Research (ALPER) Department of Electrical and Electronic Engineering, Universiti Putra Malaysia Serdang, Malaysia https://orcid.org/0000-0002-9042-9796
  • Hossein Shahinzadeh Department of Power Engineering, Faculty of Electrical Engineering, Islamic Azad University of Najafabad
  • Abdulmajid Muhammad Na’inna Pakistan Air Force (PAF) Air War College Institute, Karachi, Pakistan

DOI:

https://doi.org/10.26740/vubeta.v2i2.36477

Keywords:

Microgrid, Control strategies, Frequency control, Emerging technologies, Future trends

Abstract

Microgrids (MGs) are localized energy systems that integrate distributed energy resources (DERs) such as renewable energy, energy storage systems (ESS), and conventional generation sources. A critical challenge in the operation of microgrids is maintaining frequency stability, particularly during transient disturbances or load imbalances. This review provides a comprehensive analysis of various frequency control strategies employed in microgrids to ensure stable and reliable operation. The paper categorizes existing approaches into primary, secondary, and tertiary frequency control methods, evaluating their mechanisms, advantages, and limitations. Primary control focuses on immediate frequency regulation through local droop control, while secondary control ensures the restoration of frequency to its nominal value through centralized or decentralized coordination. Tertiary control manages economic dispatch and energy optimization for long-term stability. Additionally, the review addresses the impact of DER characteristics, such as variability and intermittency, on frequency regulation, and discusses advanced techniques, including model predictive control, fuzzy logic control, and Neural network control. The paper concludes with a discussion on future trends in microgrid frequency control, emphasizing the need for robust encryption and intrusion detection systems that protect microgrid control networks from cyber threats, ensuring reliable frequency regulation even in the event of a cyber-attack.

Author Biographies

Abdulmalik, Department of Electrical Engineering, Faculty of Engineering and Engineering Technology, Nigerian Defense Academy, Kaduna, Nigeria

Engr. Abdulmalik Ibrahim Dabois a second-year master’s student at the Nigerian Defense Academy Post Graduate School undergoing a research program in Power and Machine, Electrical Engineering. He received a bachelor’s degree in Electrical Engineering from Bayero University Kano. He is a certified Electrical Engineer by the Council for the Regulation of Engineering in Nigeria (COREN). He is interested in microgrids, power systems optimization, Artificial intelligence, and Renewable Energy. He can be contacted at email: abdulmalikdaboi@gmail.com

Aliyu Sabo, Department of Electrical Engineering, Faculty of Engineering and Engineering Technology, Nigerian Defence Academy (NDA), Kaduna, Nigeria.

Engr. Dr. Sabo Aliyu (Ph.D.) MIEEE. PES. (Member, IEEE) completed his bachelor’s degree in electrical engineering from the Prestigious Ahmadu Bello University, Zaria, Kaduna State, Nigeria in 2011. Engr. Dr. Sabo Aliyu completed his M.Sc. and Ph.D. Degrees in Electrical Power Systems Engineering from the University of Putra Malaysia. His main research areas include the application of Neuro Fuzzy Controllers to power systems, Computational Intelligence techniques, Power System Oscillation Damping Controller Designs, Power Systems Optimizations, Power Flow and Optimal Power Flow, Power Quality, and Robust controllers with several online publications. Engr. Dr. Sabo Aliyu is currently a Senior Lecturer at the Nigerian Defence Academy, Kaduna State, Nigeria. He is a registered Engineer under the Council for the Regulation of Engineering in Nigeria (COREN). He can be contacted at email: saboaliyu98@gmail.com.

Olutosin Ogunleye , Department of Electrical Engineering, Faculty of Engineering and Engineering Technology, Nigerian Defense Academy, Kaduna, Nigeria

Olutosin Ogunleye is a Senior Research Fellow at the Centre for Innovation and Creativity, Nigerian Defence Academy. He obtained B.Eng in Electrical/Electronic Engineering and M.Eng Electronic/Communications Engineering from the Nigerian Defence Academy in 1998 and 2012 respectively. He also bagged a doctorate in Energy Studies from the Faculty of Multidisciplinary Studies, University of Ibadan, Nigeria in 2021. He has attended energy conferences within and outside Nigeria and his research interests include solar thermal systems and energy security. He is a corporate member of the Nigerian Society of Engineers, Nigeria Institute of Management and a chartered engineer of the Council for the Regulation of Engineering in Nigeria. He is also a fellow of the Army War College (fwc) Nigeria and fellow of the National Defence College (fdc) Nigeria

Abdul Wahab Noor Izzri, Advanced Lightning Power and Energy Research (ALPER) Department of Electrical and Electronic Engineering, Universiti Putra Malaysia Serdang, Malaysia

Manchester Institute Of Science and Technology (UMIST), UK, in Electrical and Electronic Engineering in 1998, received his MSc in Electrical Power Engineering from the Universiti Putra Malaysia (UPM) in 2002 and his PhD in Electrical, Electronic and System Engineering from Universiti Kebangsaan Malaysia (UKM) in 2010. He is an Associate Professor at the Department of Electrical and Electronic Engineering, Faculty of Engineering, UPM. He is a Researcher and the founding member of the Centre for Advanced Power and Energy Research (CAPER), UPM and an associate member of the Centre of Electromagnetic and Lightning Protection Research (CELP), UPM. He is a registered Chartered Engineer under the Engineering Council UK and the Institution of Engineering and Technology (IET) UK, a professional engineer (Ir.) awarded by the Board of Engineers Malaysia (BEM), a member of The Institution of Engineers Malaysia (IEM), an IEEE senior member, a member of the IEEE Power and Energy Society (IEEE-PES), a member of the IEEE Computational Intelligence Society (IEEE-CIS), a member of the Institution of Engineering and Technology (IET) UK, a member of the International Rough Set Society (IRSS). His areas of interest include power system stability studies (Dynamic and Control), application of artificial intelligence in power systems and power system quality.

Hossein Shahinzadeh , Department of Power Engineering, Faculty of Electrical Engineering, Islamic Azad University of Najafabad

Hossein Shahinzadeh (Member, IEEE) was born in Isfahan, Iran, in 1987. He graduated from the Iranian Center of Excellence in Power Systems, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran, with a scientific education in electrical engineering. Since September 2015, he has been an Academic Member of the Islamic Azad University of Najafabad’s (IAUN) Department of Power Engineering, Faculty of Electrical Engineering. In Tehran, he works as an Associate Researcher at the Iran Grid Secure Operation Research Institute, AUT, and the Niroo Research Institute (NRI). He is also a Senior Scientist at SMRC, IAUN, Isfahan, where he works in the subject of smart city research. The Internet of Things (IoT), artificial intelligence, metaheuristic optimization methods, big data analytics, blockchain, V2G integration, 5G technology in smart grids, renewable energy deployment, energy storage facilities, power markets, microgrids, and long-term energy planning are some of his research interests in smart grids.

Abdulmajid Muhammad Na’inna , Pakistan Air Force (PAF) Air War College Institute, Karachi, Pakistan

Abdulmajid Muhammad Na’innais an inquisitive and hardworking academic always willing to take up new challenges, network with experts in relevant fields and find solutions to problems for the betterment of humanity. Hiscurrent areas of research and teaching interests are: * Fire, explosion and safety engineering. * Explosives and nuclear engineering. * Electrical electronics engineering. * Defence and international politics.

References

[1] S. E. Shraf , A.-D. Ahmed , Z. Hatem , E.-F. H. Tarek and E.-S. F. Ehab , "A Novel Virtual Inertia-Based Damping Stabilizer for Frequency Control Enhancement for Islanded Microgrid," International Journal of Electrical Power and Energy Systems, vol. 15, pp. 1-15, 2024. h https://doi.org/10.1016/j.ijepes.2023.109580

[2] K. Cheema, "A Comprehensive Review of Virtual Synchronous Generator," International Journal of Electrical Power and Energy Systems, vol. 20, 2020. https://doi.org/10.1016/j.ijepes.2020.106006

[3] K. Priyanka , P. Vivek , Y. Sumanth and B. Rohit , "Fast Frequency Response Constrained Electric Vehicle Scheduling for Low Inertia Power Systems," Journal of Energy Storage, vol. 62, no. 106944, 2023. https://doi.org/10.1016/j.est.2023.106944

[4] A. Khazali, N. Rezaei, H. Saboori and J. M. Guerrero, "Using PV Systems and Parking Lots to Provide Virtual Inertia and Frequency Regulation Provision in Low Inertia Grids," Electric Power Systems Research, vol. 207, no. 107859, 2022. https://doi.org/10.1016/j.epsr.2022.107859

[5] C. Yi , A.-A. Rasoul , A. Sadegh , D. Lei and T. Vladimir , "Smart Frequency Control in Low Inertia Energy Systems Based on Frequency Response Techniques: A Review," Applied Energy, vol. 279, no. 115798, 2020. https://doi.org/10.1016/j.apenergy.2020.115798

[6] Y. Y. Mariem, M. A. Magdi, E. M. M. Said, G. A. Abdel and A. A. Alia, "Decentralized Utilization Of Distributed Energy Storage Resources for Simultaneous Frequency Regulation In A Microgrid," Journal of Energy Storage, vol. 86, pp. 1-19, 2024. https://doi.org/10.1016/j.est.2024.11135

[7] M. H. Syed, E. Guillo-Sansano, A. Mehrizi-Sani and G. M. Burt, "Load Frequency Control in Variable Inertia Systems," IEEE Transactions on Power Systems, vol. 35, no. 6, pp. 4904-4907, 2020. https://doi.org/10.1109/TPWRS.2020.3014778

[8] M. M. A. Abdelaziz, M. F. Shaaban, H. E. Farag and E. F. El-Saadany, "A Multistage Centralized Control Scheme for Islanded Microgrids With PEVs," IEEE Transactions on Sustainable Energy, vol. 5, no. 3, pp. 927-937, 2014. https://doi.org/10.1109/TSTE.2014.2313765.

[9] S. Ahmadi, D. Nazarpour, Q. Shafiee and H. Bevrani, "A Fuzzy Inference Model for Distributed Secondary Control of Islanded Microgrids," Iranian Conference on Electrical Engineering (ICEE), pp. 1233-1238, 2016. https://doi.org/10.1109/IranianCEE.2016.7585710

[10] H. Jiefeng, S. Yinghao , W. C. Ka and I. Syed , "Overview of Power Converter Controls in Microgrids- Challenges, Advances, and Future Trends," IEEE Trnsactions on Power Electronics, vol. 37, no. 8, pp. 1-16, 2022. https://doi.org/10.1109/TPEL.2022.315982

[11] A. S. Satapathy, S. Mohanty, A. Mohanty, R. K. Rajamony, M. E. M. Soudagar, Y. T. Khan, M. A. Kalam, M. M. Ali and M. N. Bashir, "Emerging Technologies, Opportunities and Challenges for Microgrid Stability and Control," Energy Reports, vol. 11, pp. 1-19, 2024. https://doi.org/10.1016/j.egyr.2024.03.026

[12] D. Masoud , F. Aymen , M. S. H. Seyed , R. C. Rami , K. Hossam , A. M. Kareem and B. C. Edson, "Improving the Power Quality of Island Microgrid With Voltage and Frequency Control Based on a Hybrid Genetic Algorithm and PSO," IEEE Access, vol. 10, pp. 1-14, 2022. https://doi.org/10.1109/ACCESS.2022.3201819.

[13] F. C. Robert, G. S. Sisodia and S. Gopalan, "A Critical Review on The Utilization of Storage and Demand Response for the Implementation of Renewable Energy Microgrids," Sustainable cities and societies, vol. 40, pp. 735-745, 2018. https://doi.org/10.1016/j.scs.2018.04.008

[14] I. Sheeraz , X. Ai , J. U. Mishkat , A. A. Mohamed , Haseeb Ur Rehman, S. Salman, R. A. A. Syed and A. Muhammad , "Aggregation of EVs for Primary Frequency Control of an Industrial Microgrid by Implementing Grid Regulation & Charger Controller," IEEE Access, vol. 8, pp. 1-13, 2020. https://doi.org/10.1109/ACCESS.2020.301376.

[15] A. Reza , Z. Farhad , S. R. Seyed , K. Ravinder , A. H. Mohammad and S. Mohsen , "Optimal Load Frequency Control of Island Microgrids via a PID Controller in the Presence of Wind Turbine and PV," Sustainability, vol. 13,no. 19, pp. 1-14, 2021. https://doi.org/10.3390/su131910728

[16] R. Sabzehgar, "A Review of AC/DC Microgrid-Developments, Technologies, and Challenges," IEEE green energy and systems conference (IGESC), pp. 11-17, 2015. https://doi.org/10.1109/IGESC.2015.7359384.

[17] A. Hirsch, Y. Parag and J. Guerrero, "Microgrids: A review of technologies, key drivers, and outstanding issues," Renewable and sustainable Energy reviews, vol. 90, pp. 402-411, 2018. https://doi.org/10.1016/j.rser.2018.03.040.

[18] M. Begum, L. Li and J. Zhu, "Distributed Control Techniques for Autonomous AC Microgrid-A Brief Review," IEEE Region 10 Humanitarian Technology Conference (R10-HTC), pp. 357-362, 2017. https://doi.org/10.1109/R10-HTC.2017.8288974.

[19] S. Q. Ali, M. S. Babar, S. D. Maqbool and E. A. Al- Ammar, "Comparative Analysis of AC DC Microgrids for the Saudi Arabian Distribution System," PES T&D 2012, Orlando, FL, USA, pp. 1-8, 2012. https://doi.org/10.1109/TDC.2012.6281475.

[20] H. Kakigano, Y. Miura and T. Ise, "Low-Voltage Bipolar-Type DC Microgrid for Super High Quality Distribution," IEEE Transactions on Power Electronics, vol. 25, no. 12, pp. 3066-3075, Dec. 2010. https://doi.org/doi10.1109/TPEL.2010.2077682.

[21] X. Qianwen , H. Xiaolei , W. Peng , X. Jianfang , T. Pengfei , W. Changyun and L. Y. Meng, "A Decentralized Dynamic Power Sharing Strategy For Hybrid Energy Storage System in Autonomous DC microgrid," IEEE transactions on industrial electronics 64, vol. 7, 2016. https://doi.org/10.1109/TIE.2016.2608880.

[22] B. Bhandari, K.-T. Lee, C. S. Lee, C.-K. Song, R. K. Maskey and S.-h. Ahn, "A Novel Off-Grid Hybrid Power System Comprised of Solar Photovoltaic, Wind, and Hydro Energy Sources," Applied Energy, vol. 133, 2014. https://doi.org/10.1016/j.apenergy.2014.07.033

[23] Y. Pengcheng , X. Yanghong , Y. Miao , W. Wei and P. Yonggang , "A Decentralized Coordination Control Method for Parallel Bidirectional Power Converters in a Hybrid AC-DC Microgrid," IEEE Transactions on Industrial Electronics 65, vol. 8, 2017. https://doi.org/10.1109/TIE.2017.2786200.

[24] K. S. Rajesh, S. S. Dash and R. Ragam, "Load Frequency Control of Microgrid: A Technical Review," Green Buildings and Sustainable Engineering, 2020. https://doi.org/10.1007/978-981-15-1063-2_9.

[25] P. Iván, F. Emilio, G. Gabriel and G.-M. Raúl, "Microgrid Architectures for Low Voltage Distributed Generation," Renewable and Sustainable Energy Reviews, vol. 43, pp. 415-424, 2015. https://doi.org/10.1016/j.rser.2014.11.054

[26] K. Kunal, K. Prince and K. Susmita , "A Review of Microgrid Protection for Addressing Challenges and Solutions," Renewable Energy Focus, pp. 1-20, 2024. https://doi.org/10.1016/j.ref.2024.100572

[27] R. Ragam , K. Palanisamy and S. Paramasivam, "A Technical Review on Control Strategies of Active Power Filters," in International conference on emerging trends and innovations in engineering and technological research (ICETIETR), pp. 1-6, 2018. https://doi.org/10.1109/ICETIETR.2018.8529008

[28] A. Sindhu and A. Dube, "Comparative Analysis of Passive Islanding Detection Methods for Grid Connected Distributed Generators," in Annual IEEE India conference (INDICON), pp. 1-5, 2015. https://doi.org/10.1109/INDICON.2015.7443138.

[29] K. S. RaJesh, S. S. Dash, R. Rajam and R. Sridhar, "A Review on Control of AC Microgrid," Renewable and sustainable energy reviews, vol. 71, pp. 814-819, 2017. https://doi.org/10.1016/j.rser.2016.12.10

[30] K. R. Bharath, M. M. Krishnan and P. Kanakasabapathy, "A Review on DC Microgrid Control Techniques, Applications and Trends," International Journal of Renewable Energy Resourses, vol. 9, pp. 1328-1338, 2019. https://doi.org/10.20508/ijrer.v9i3.9671.g7710

[31] S. M. Dawoud, L. Xiangning and M. I. Okba, "Hybrid Renewable Microgrid Optimization Techniques: A Review," Renewable and Sustainable Energy Reviews, vol. 82, pp. 2039--2052, 2018. https://doi.org/10.1016/j.rser.2017.08.007

[32] A. Q. Al-Shetwi, M. A. Hannan, K. P. Jern, M. Mahammad and M. T. M. Indra, "Grid-Connected Renewable Energy Sources: Review of The Recent Integration Requirements and Control Methods," Journal of Cleaner Production, vol. 253, 2020. https://doi.org/10.1016/j.jclepro.2019.119831

[33] A. B. N. Najihah, H. M. Yusri, S. M. Fani, N. M. N. Mohamad and K. Aziah, "Microgrid and Load Shedding Scheme During Islanded Mode: A Review," Renewable and Sustainable Energy Reviews, vol. 71, pp. 161-169, 2017. https://doi.org/10.1016/j.rser.2016.12.049

[34] K. Hajar, A. Hably, S. Bacha, A. Elrafhi and Z. Obeid, "Optimal Centralized Control Application on Microgrids," 3rd International Conference on Renewable Energies for Developing Countries (REDEC), 2016. https://doi.org/10.1109/REDEC.2016.7577549.

[35] B. Prasenjit , S. Chowdhury, P. S. Chowdhury and D. S. Halder nee , "Simulation Of Microgrid In The Perspective of Integration of Distributed Energy Resources," International conference on energy, automation and signal, pp. 1-6, 2011. https://doi.org/10.1109/ICEAS.2011.6147120.

[36] A. Vaccaro, M. Popov, D. Vallacci and V. Terzija, "An Integrated Framework for Smart Microgrids Modeling, Monitoring, Control, Communication, and Verification," Proceedings of the IEEE, vol. 99, no. 1, pp. 119-132, 2011. https://doi.org/10.1109/JPROC.2010.2081651 2010.

[37] B. P. Prashant , B. R. Sudhir and K. S. Vijay , "Optimum Coordination of Overcurrent Relays in Distribution System Using Dual Simplex Method," Second International Conference on Emerging Trends in Engineering & Technology, pp. 555-559, 2009. https://doi.org/10.1109/ICETET.2009.164.

[38] G. O. Swathika and S. Hemamalini, "Prims-Aided Dijkstra Algorithm for Adaptive Protection in Microgrids," IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 4, 2016. https://doi.org/10.1109/JESTPE.2016.2581986.

[39] P. J. Lopes, C. L. Moreira and A. G. Madureira, "Defining Control Strategies for Microgrids Islanded Operation," IEEE Transactions on power systems, 2006. https://doi.org/10.1109/TPWRS.2006.873018.

[40] B. Wenlei and L. Kwang , "Distributed Generation System Control Strategies in Microgrid Operation," The International Federation of Automatic Control, vol. 47, no. 3, pp. 11938-11943, 2014. https://doi.org/10.3182/20140824-6-ZA-1003.02116

[41] D. Yubing, G. Yulei, L. Qingmin and W. Hui, "Modelling and Simulation of The Micro Sources Within A Microgrid," International conference on electrical machines and systems, pp. 2667-2671, 2008.

[42] A. Rasoolzadeh and F. R. Salmasi, "Reduced-order dynamic model for droop-controlled inverter/ converter-based low-voltage hybrid AC/DC microgrids—Part 2: DC sub-microgrid and power exchange," IET Smart Grid 1, vol. 4, 2018. https://doi.org/10.1049/iet-stg.2018.0070

[43] M. A.-R. I. Yasser and E.-S. F. Ehab , "Adaptive Decentralized Droop Controller to Preserve Power Sharing Stability of Paralleled Inverters in Distributed Generation Microgrids," IEEE Transactions on Power Electronics, 2008. https://doi.org/10.1109/TPEL.2008.2005100.

[44] A. H. Tayebi, R. Sharifi, A. H. Salemi and F. Faghihi, "Presentation of an H∞ Based Frequency Control for Islanding Provisional Microgrid Consisting of Hybrid AC/DC Microgrid," International Transactions on Electrical Energy Systems, 2021. https://doi.org/10.1109/TPEL.2008.2005100

[45] Z. Zahari , B. Ivan , S. Ludmil and L. Vladimir , "A Study of Parallel Structures Of DC-DC Converters For Application In Wind Energy Conversion Systems," IEEE International Power Electronics and Motion Control Conference (PEMC), pp. 32-37, 2016. https://doi.org/10.1109/EPEPEMC.2016.7751970.

[46] B. Prasenjit , S. Chowdhury, D. S. Halder nee and S. P. Chowdhury, "A Literature Review on Integration of Distributed Energy Resources in The Perspective of Control, Protection and Stability of Microgrid," Renewable and Sustainable Energy Reviews, vol. 16, no. 8, pp. 5545-5556, 2012. https://doi.org/10.1016/j.rser.2012.05.043

[47] E. Unamuno and J. A. Barrena, "Equivalence of primary control strategies for AC and DC microgrids," IEEE 16th International Conference on Environment and Electrical Engineering (EEEIC), pp. 1-5, 2016. https://doi.org/10.1109/EEEIC.2016.7555729.

[48] C. Jin, J. Wang and P. Wang, "Coordinated secondary control for autonomous hybrid three-port AC/DC/DS microgrid," CSEE Journal of Power and Energy System, vol. 4, no. 1, pp. 1-10, 2018. https://doi.org/10.17775/CSEEJPES.2016.01400.

[49] A. Zakariazadeh, S. Jadid and P. Siano, "Smart Microgrid Energy and Reserve Scheduling with Demand Response using Stochastic Optimization," International Journal of Electrical Power & Energy System, vol. 63, pp. 523-533. 2014. https://doi.org/10.1016/j.ijepes.2014.06.037

[50] M. Reinhard and L. Jochen , "Economics of Centralized and Decentralized Compressed Air Energy Storage for Enhanced Grid Integration of Wind Power," Applied Energy, vol. 101, pp. 299-309. 2013. https://doi.org/10.1016/j.apenergy.2011.09.033

[51] G. O. Swathika and S. Hemamalini, "Prims Aided Floyd Warshall Algorithm for Shortest Path Identification in Microgrid," in Electrical Engineering Emerging Trends in Electrical, Communications and Information Technologies: Proceedings of ICECIT-2015, 2017. https://doi.org/10.1007/978-981-10-1540-3_30

[52] G. M. Josep, V. C. Juan, M. Jose, D. V. G. Luis and C. Miguel , "Hierarchical Control of Droop-Controlled AC and DC Microgrids a General Approach Toward Standardization," IEEE Transactions on Industrial Electronics, vol. 58, no. 1, pp. 158-172, 2011. https://doi.org/10.1109/TIE.2010.2066534

[53] J. B. Almada, R. P. Le~ao, R. F. Sampaio and G. C. Barroso, "A Centralized and Heuristic Approach for Energy Management of an AC Microgrid," Renewable and Sustainable Energy Reviews, vol. 60, pp. 1396-1404, 2016. https://doi.org/10.1016/j.rser.2016.03.002

[54] A. H. Tayebi, R. Sharifi, A. H. Salemi and F. Faghihi, "Presentation of an H∞ Based Frequency Control for Islanding Provisional Microgrid Consisting of Hybrid AC/DC Microgrid," International Transactions on Electrical Energy Systems, 2021. https://doi.org/10.1109/TPEL.2008.2005100

[55] A. G. Tsikalakis and N. D. Hatziargyriou, "Centralized Control for Optimizing Microgrids Operation," IEEE Power and Energy Society General Meeting, pp. 1-8, 2011. https://doi.org/10.1109/PES.2011.6039737.

[56] A. H. Etemadi, E. J. Davison and R. Iravani, "A Generalized Decentralized Robust Control of Islanded Microgrids," IEEE transactions on Power Systems, vol. 29, no. 6, pp. 3102-3113, 2014. vol. 29, no. 6, pp. 3102-3113, 2014. https://doi.org/10.1109/TPWRS.2014.2312615

[57] P. Singh , P. Paliwal and A. Arya, "A Review on Challenges and Techniques for Secondary Control of Microgrid," IOP conference series: Materials science and engineering, 2019. https://doi.org/10.1088/1757-899X/561/1/012075

[58] S. Anand, B. G. Fernandes and J. M. Guerrero, "Distributed Control to Ensure Proportional Load Sharing and Improve Voltage Regulation in Low Voltage DC Microgrids," IEEE transactions on power electronics,vol. 28, no. 4, pp. 1900-1913, 2013. https://doi.org/10.1109/TPEL.2012.221505.

[59] Y. Pengcheng , X. Yanghong , Y. Miao , W. Wei and P. Yonggang , "A Decentralized Coordination Control Method for Parallel Bidirectional Power Converters in a Hybrid AC-DC Microgrid," IEEE Transactions on Industrial Electronics, 65, vol. 8, 2017. https://doi.org/10.1109/TIE.2017.2786200.

[60] M. Reinhard and L. Jochen , "Economics of Centralized and Decentralized Compressed Air Energy Storage for Enhanced Grid Integration of Wind Power," Applied Energy, vol. 101, pp. 299-309. 2013. https://doi.org/10.1016/j.apenergy.2011.09.033

[61] M. A.-R. I. Yasser and E.-S. F. Ehab , "Adaptive Decentralized Droop Controller to Preserve Power Sharing Stability of Paralleled Inverters in Distributed Generation Microgrids," IEEE Transactions on Power Electronics, 2008. https://doi.org/10.1109/TPEL.2008.2005100.

[62] C. Bersani, H. Dagdougui , A. Ouammi and R. Sacile, "Distributed Robust Control of the Power Flows in a Team of Cooperating Microgrids," IEEE Transactions on Control Systems Technology, vol. 25, no. 4, pp. 1473-1479, July 2017. https://doi.org/10.1109/TCST.2016.2611568.

[63] X. Gong, F. Dong, A. M. Mohamed, M. O. Abdalla and M. Z. Ali, "A Secured Energy Management Architecture for Smart Hybrid Microgrids Considering PEM-Fuel Cell and Electric Vehicles," IEEE Access, vol. 8, 2020. https://doi.org/10.1109/ACCESS.2020.2978789.

[64] M. Ding, K. Ma, R. Bi, M. Mao and L. Chang, "A Hierarchical Control Scheme Based on Multi-Agent System for Islanded Multi-Microgrids," IEEE International Symposium on Power Electronics for Distributed Generation Systems (PEDG),pp. 1-5, 2013. https://doi.org/10.1109/PEDG.2013.6785639.

[65] A. Sarina and L. Fangxing, "Coordinated V-f and P-Q Control of Solar Photovoltaic Generators with MPPT and Battery Storage in Microgrids," IEEE Transactions on Smart Grid, vol. 5, no. 3, 2014. https://doi.org/10.1109/TSG.2014.2301157.

[66] H. M. Hussain, S. R. A Rahim and I. Musirin, "Optimal Overcurrent Relay Coordination: A Review," Procedia Engineering, VOL. 53, PP. 332-336. 2013. https://doi.org/10.1016/j.proeng.2013.02.043

[67] A. Alfergani, K. A. Alfaitori, A. Khalil and N. Buaossa, "Control Strategies in AC Microgrid: A Brief Review," 9th international Renewable Energy Congress (IREC), pp. 1-6, 2018. https://doi.org/10.1109/IREC.2018.8362575.

[68] G. Quinonez-Varela and A. Cruden, "Development of a Small-Scale Generator Set Model for Local Network Voltage and Frequency Stability Analysis," IEEE Transactions on Energy Conversion, vol. 22, no. 2, pp. 368-375, 2007. https://doi.org/10.1109/TEC.2006.878249.

[69] N. W. Lidula and A. D. Rajapakse, "Microgrids Research: A Review of Experimental Microgrids and Test Systems," Renewable and sustainable energy reviews, vol. 15, no. 1, pp. 186-202, 2011. https://doi.org/10.1016/j.rser.2010.09.041

[70] S. Jaswant, P. S. Surya, S. V. Kripa, I. Arif and K. Bhavnesh, "Recent Control Techniques and Management of AC Microgrids: A Critical Review on Issues, Strategies, and Future Trends," International Transactions on Electrical Energy Systems, pp. 1-39, 2021. https://doi.org/10.1002/2050-7038.13035.

[71] N. Mohammadreza , B. Behrooz and R. Reza , "Decentralized Secondary Controller in Islanded Dc Microgrids to Enhance Voltage Regulation and Load Sharing Accuracy," IEEE International Conference on Industrial Technology (ICIT), pp. 1692-1697, 2019. https://doi.org/10.1109/ICIT.2019.8755019.

[72] S. Shakti , S. Mukesh and K. C. Subhash , "Optimal Power Scheduling of Renewable Energy Systems In Microgrids using Distributed Energy Storage System," IET Renewable Power Genaration, 2016. https://doi.org/10.1049/iet-rpg.2015.0552.

[73] L. Juelin, Y. Zhifang , Y. Juan, H. Junkai and L. Wenyuan , "Coordinated Control Parameter Setting of DFIG Wind Farms with Virtual Inertia Control," Electrical Power and Energy systems, vol. 122, pp. 1-11, 2020. https://doi.org/10.1016/j.ijepes.2020.106167.

[74] A. Karimi, Y. Khayat, M. Naderi, T. Dragicevi´c , R. Mirzaei, F. Blaabjerg and H. Bevrani, "Inertia Response Improvement in AC Microgrids: A Fuzzy-Based Virtual Synchronous Generator Control," IEEE Transactions on Power Electronics, vol. 35, no. 4, pp. 4321-4331, 2020. https://doi.org/10.1109/TPEL.2019.2937397.

[75] C. Tong , G. Jinrui , C. Balarko and H. S. Ron, "Virtual Inertia from Smart Loads," IEEE Transactions on Smart Grid, vol. 11, no. 5, pp. 4311-4320m pp. 1-10, 2020. https://doi.org/10.1109/TSG.2020.2988444.

[76] E. Mohammad , A. S. Khajehoddin and K.-G. Masoud , "An Improved Damping Method for Virtual Synchronous Machines," IEEE Transactions on Sustainable Energy, vol. 10, no. 3, pp. 1491-1500, 2019. https://doi.org/10.1109/TSTE.2019.2902033

[77] M. Saadatmand, G. B. Gharehpetian, A. Moghassemi, J. M. Guerrero, P. Siano and H. H. Alhelou, "Damping of Low-Frequency Oscillations in Power Systems by Large-Scale PV Farms: A Comprehensive Review of Control Methods," IEEE Access, vol. 9, pp. 72183-72206, 2021. https://doi.org/10.1109/ACCESS.2021.3078570

[78] A. Bonfiglio, M. Invernizzi, A. Labella and R. Procopio, "Design and Implementation of a Variable Synthetic Inertia Controller for Wind Turbine Generators," IEEE Transactions on Power Systems, vol. 34, no. 1, pp. 754-764, 2019. https://doi.org/10.1109/TPWRS.2018.2865958

[79] K. Thongchart , S. R. Fathin and M. Yasunori , "Virtual Inertia Control Application to Enhance Frequency Stability of Interconnected Power Systems with High Renewable Energy Penetration," Energies, vol. 11, no. 4, pp. 1-16, 2018. https://doi.org/10.3390/en11040981.

[80] K. Thongchart , S. R. Fathin , W. Masayuki , M. Yasunori , T. Dirk and B. Hans-Peter , "Enhanced Virtual Inertia Control Based on Derivative Technique to Emulate Simultaneous Inertia and Damping Properties for Microgrid Frequency Regulation," IEEE Access, vol. 7, pp. 14422-14433, 2019. https://doi.org/10.1109/ACCESS.2019.2892747.

[81] A. Abazari, M. M. Soleymani, M. Babaei, M. Ghafouri, H. Monsef and M. T. H. Beheshti, "High Penetrated Renewable Energy Sources-Based AOMPC for Microgrid's Frequency Regulation During Weather Changes, Time-Varying Parameters and Generation Unit Collapse," IET Generation, Transmission & Distribution, vol. 14, no. 22, pp. 1-19, 2020. https://doi.org/10.1049/iet-gtd.2020.0074.

[82] M.-H. Khooban, "An Optimal Non-Integer Model Predictive Virtual Inertia Control in Inverter-Based Modern AC Power Grids-based V2G Technology," IEEE Transactions on Energy Conversion, vol. 362020. https://doi.org/10.1109/TEC.2020.3030655.

[83] M. Rajasi and C. Kalyan , "Virtual Inertia Emulation and Rocof Control of a Microgrid with High Renewable Power Penetration," Electric Power Systems Research, vol. 194, 2021. https://doi.org/10.1016/j.epsr.2021.107093

[84] F. Siqi , S. Yao , L. Zhangjie , H. Xiaochao , H. Hua and S. Mei , "Power Oscillation Suppression in Multi-VSG Grid with Adaptive Virtual Inertia," International Journal of Electrical Power and Energy Systems, vol. 135, 2022. https://doi.org/10.1016/j.ijepes.2021.107472

[85] S. Nicolas , G. James , P. Behnaz and M. Michael , "Virtual Inertia Emulator-based Model Predictive Control for Grid Frequency Regulation Considering High Penetration of Inverter-based Energy Storage System," IEEE Transactions on Sustainable Energy, vol. 11, no. 4, pp. 2932-2939, 2020. https://doi.org/10.1109/TSTE.2020.2982348.

[86] A. Saleh, W. A. Omran, H. M. Hasanien, M. Tostado-Véliz and A. Alkuhayli, "Manta Ray Foraging Optimization for the Virtual Inertia Control of Islanded Microgrids Including Renewable Energy Sources," Sustainability, vol. 14, no. 7, 2022. https://doi.org/10.3390/su14074189.

[87] C. Nadjwa , M. Adel , S. Giorgio and M. P. Alessandro , "Adaptive Neural Network-Based Control Of A Hybrid AC/DC Microgrid," IEEE Transactions on Smart Grid, vol. 9, no. 3, pp. 1667-1679, 2018. https://doi.org/10.1109/TSG.2016.2597006.

[88] M. Ritwik , G. Arindam , L. Gerard and Z. Firuz , "Power Sharing and Stability Enhancement Of An Autonomous Microgrid with Inertial and Non-inertial DGs with DSTATCOM," International Conference on Power Systems, pp. 1-6, 2009. https://doi.org/10.1109/ICPWS.2009.5442666.

[89] S. Maity and R. Ramya, "A Comprehensive Review of Damping of Low Frequency Oscillations in Power Systems," International Journal of Innovative Technology and Exploring Enginnering (IJITEE), vol. 8, pp. 133-139, 2019.

[90] K. Omar , J. Mariam , A. Badr and H. A. Hsan , "PSS design for Damping Low- Frequency Oscillations in a Multi-Machine Power System with Penetration of Renewable Power Generations," IET Renewable power generation, vol. 13, no. 1, 2018. https://doi.org/10.1049/iet-rpg.2018.520

[91] H. K. Noor, W. Yong , D. Tian, J. Raheela , I. Sheeraz and A. A. S. Mubaarak , "A Novel Modified Lightning Attachment Procedure Optimization Technique for Optimal Allocation of the FACTS Devices in Power Systems," IEEE Access, vol. 9, pp. 47976-47997, 2021. https://doi.org/10.1109/ACCESS.2021.3059201.

[92] A. Sabo, A. I. Dabo, K. Tureta, A. I. Isah, A. I. Dauda, U. Abbah, A. Momodu and A. Yusuf, "FACTS Devices as a Solution to Power Industries Problems: A Review," European journal of theoretical and applied sciences, vol. 2, NO. 3, pp. 82-87, 2024. https://doi.org/10.59324/ejtas.2024.2(3).09.

[93] A. A. Shami , Z. Xiao-Ping and C. Nan , "Large-Scale BESS for Damping Frequency Oscillations of Power Systems with High Wind Power Penetration," Inventions, vol. 9, no. 3, 2024. https://doi.org/10.3390/inventions9010003.

[94] R. Marimuthu and S. N. D. Lakshmi , "Review on Advanced Control Techniques for Microgrids," Energy Reports, vol. 10, pp. 3054-3072, 2023. https://doi.org/10.1016/j.egyr.2023.09.162

[95] H. A. Mohammad , G. Eskandar and H. Rahmat-Allah , "An Overview of Control Approaches of Inverter-Based Microgrids in Islanding Mode of Operation," Renewable and Sustainable Energy Reviews, vol. 80, pp 1043-1060, 2017. https://doi.org/10.1016/j.rser.2017.05.267

[96] B. Singh, G. Pathak and B. K. Panigrahi, "Seamless Transfer of Renewable-Based Microgrid Between Utility Grid and Diesel Generator," IEEE Transactions on Power Electronics, vol.33, no. 10, pp. 8427-8437, 2017. https://doi.org/10.1109/TPEL.2017.2778104.

[97] D. Cai, W. Wu, M. Cescon, W. Liu, L. Ji and D. Shi, "Data-Enabled Learning And Control Algorithms For Intelligent Glucose Management: The State Of The Art," Annual Reviews in Control, vol. 56, 2023. https://doi.org/10.1016/j.arcontrol.2023.100897

[98] P. J. Antsaklis, "Neural Networks in Control Systems," IEEE Transactions on Neural Networks, vol. 10, pp. 3-87, 1990. https://doi.org/10.1109/72.80237.

[99] M. W. Foley, N. R. Ramharack and B. R. Copeland, "Comparison of PI controller Tuning Methods," Industrial & engineering chemistry research, vol. 44, no. 17, 2005. https://doi.org/10.1021/ie040258o.

[100] K. Carl, "PID control," IEEE Control Systems Magazine, vol. 26, no. 1, pp. 30-31, 2006. https://doi.org/10.1109/MCS.2006.1580151.

[101] P. Shah and S. Agashe , "Review of Fractional PID Controller," Mechatronics, vol. 38, pp. 29-41, 2016. https://doi.org/10.1016/j.mechatronics.2016.06.005

[102] A. Masoud, A. Hatef, O. Arman, M.-I. Behnam and T. Remus, "Fractional-order Control Techniques For Renewable Energy And Energy-Storage-Integrated Power Systems: A Review," Fractal and Fractional, vol. 7, no. 5, 2023. https://doi.org/10.3390/fractalfract7050391.

[103] B. Singh , S. K. Verma , P. Mishra , R. Maheshwari , U. Srivastava and A. Baranwal , "Introduction to FACTS Controllers: A Technological Literature Survey," International Journal of automation and power engineering, vol. 1, 2012.

[104] A. A. Khodadoost, G. B. Gharehpetian and M. Abedi, "Review on Energy Storage Systems Control Methods in Microgrids," International journal of electrical power & energy systems, vol. 107, pp. 745-757, 2019. https://doi.org/10.1016/j.ijepes.2018.12.040

[105] M. Schwenzer , M. Ay , T. Bergs and D. Abel , "Review on Model Predictive Control: An Engineering Perspective," The International Journal of Advanced Manufacturing Technology, vol. 117, pp. 1327-1349, 2021. https://doi.org/10.1007/s00170-021-07682-3.

[106] L. Suganthi, S. Iniyan and A. A. Samuel , "Applications of Fuzzy Logic In Renewable Energy Systems--A Review," Renewable and sustainable energy reviews, vol. 48, pp. 585-607, 2015. https://doi.org/10.1016/j.rser.2015.04.037.

[107] M. T. Hagan, H. B. Demuth and O. De Jesus, "An Introduction to the Use of Neural Networks in Control Systems," International Journal of Robust and Nonlinear Control: IFAC-Affiliated Journal, vol. 12,no. 11, 2002. https://doi.org/10.1002/rnc.727

[108] C. Sun, S. Q. Ali, G. Joos, J. N. Paquin and J. P. Montenegro, "Design and CHIL Testing of Microgrid Controller with General Rule-Based Dispatch," Applied Energy, vol. 345, 2023. https://doi.org/10.1016/j.apenergy.2023.121313

[109] P. Vidyasagar and S. K. Shanti , "An Overview of Micro-grid Control," Springer Tracts in Electrical and Electronics Engineering, pp. 21-35, 2023. https://doi.org/10.1007/978-981-19-5852-6_2

[110] S. Mohammadamin , T. Jafar , D. Saeed , K. S. Amirhossein , A. Ali , M. Ardashir and Z. Chunwei , "A Review on Microgrid Decentralized Energy/Voltage Control Structures and Methods," Energy Reports, vol. 10, pp. 368-380, 2023. https://doi.org/10.1016/j.egyr.2023.06.022

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2025-06-17

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Abdulmalik, A. Sabo, O. Ogunleye , A. W. Noor Izzri, H. Shahinzadeh, and A. M. Na’inna, “Microgrid Control Techniques: A Review”, Vokasi Unesa Bull. Eng. Technol. Appl. Sci., vol. 2, no. 2, pp. 281–305, Jun. 2025.

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Copyright (c) 2025 Abdulmalik, Aliyu Sabo, Olutosin Ogunleye , Abdul Wahab Noor Izzri, Hossein Shahinzadeh , Abdulmajid Muhammad Na’inna

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