Optimal Power Flow and Short-Circuit Analysis in Hybrid Renewable-Powered DC Microgrids using Modular Multilevel Converters
DOI:
https://doi.org/10.22581/0594Keywords:
Optimal Power Flow, Short-Circuit Analysis, Modular Multilevel Converter, Battery Storage, DC Microgrid , Renewable EnergyAbstract
Modern power systems require an increased use of renewable energy, which drives the acceptance of DC microgrids because they reduce conversion needs and directly support battery storage for improved performance. Combining several renewable energy sources and fault protection reliability proves to be a significant operational challenge. This paper examines an integrated approach to studying optimal power flow and short-circuit analysis within renewable energy-powered DC microgrids incorporating a modular multilevel converter (MMC). The main goal involves achieving optimal daily decision-making for solar and wind power, battery capacity, and safeguarding the system against excessive transient currents. The model has been set up in MATLAB to integrate critical components like charge restrictions of battery-powered generation, real-time generation capacity, and MMC-defined voltage and current constraints. An optimum power flow solver sets dispatch levels to minimise losses and hold the DC bus at stable levels. Short-circuit conditions of fault current reactions and voltage drop examinations were also performed after defining the dispatch setpoint at which the MMC submodule bypass acted as a protective device. Most power generation from renewable sources minimises battery intervention, considering that the device offers a lot of current assistance for faults in the event of DC faults. The holistic approach involved both an economic analysis and the nature of a fault response, which proved that the protective parameters needed to be directly analysed, as well as the operational effectiveness.
Downloads
References
[1] Chen, Zigang. (2024). Optimal Power Flow in Renewable-Integrated Power Systems: A Comprehensive Review.
[2] Meena, Ghanshyam, Meena, V. P., Mathur, Akhilesh, Singh, V. P., Azar, Ahmad Taher, & Hameed, Ibrahim A. (2024). Optimising Power Flow and Stability in Hybrid AC/DC Microgrids: AC, DC, and Combined Analysis. Mathematical and Computational Applications. Math. Comput. Appl. 2024, 29(6), 108.
[3] Vijay, A. S. (2022). Improved Power Sharing and Circulating Current Suppression Amongst Modular Converter-Based Distributed Energy Resources in DC Microgrids. Proceedings of the IEEE International Conference.
[4] Du, Hongye, Prasad, Rajkishore, Lekić, Aleksandra, Vergara, Pedro P., & Pálenský, Peter. (2024). Enhanced Optimal Power Flow Based Droop Control in MMC-MTDC Systems. [Preprint].
[5] Sarangi, Tanman, & Mohanty, Prangya. (2023). Performance Analysis of DC Microgrid With Multiple Renewable Energy Sources and Energy Storage System. [Proceedings].
[6] Sekhar, Velappagari, Rajan, Sakthi Gokul, & Suresh, K. P. (2023). Design of AC-DC Modular Multilevel Converter for Stabilizing Power Grid Using Renewable Energy Sources. Proceedings of IEEE Conference.
[7] Zhou, Feng, Kawaguchi, Takahiro, & Hashimoto, Seiji. (2024). Multi-Terminal DC Transformer for Renewable Energy Cluster Grid Connection. Energies 2024, 17(20), 5152.
[8] Hassan, Mohamed H., Kamel, Salah, & Hussien, Abdelazim G. (2023). Optimal Power Flow Analysis Considering Renewable Energy Resources Uncertainty Based on an Improved Wild Horse Optimizer. IET Generation, Transmission & Distribution.
[9] Talha, Md Abu, Chowdhury, Safwan Ahmad, & Bhuiyan, Md Sadman Shakif. (2024). Renewable Integration and Energy Management in DC Microgrid. Proceedings of IEEE Conference.
[10] Chen, Zigang. (2024). Optimal Power Flow in Renewable-Integrated Power Systems: A Comprehensive Review.
[11] Jumani, T. A., Mustafa, M. W., Md Rasid, M., Mirjat, N. H., Leghari, Z. H., & Saeed, M. S. (2018). Optimal Voltage and Frequency Control of an Islanded Microgrid Using Grasshopper Optimization Algorithm. Energies, 11(11), 3191.
[12] Budiman, Firmansyah Nur, Hidayat, Taufal, & Uswarman, Rudi. (2024). Optimal Power Flow Using an Optimally Tuned Pattern Search Algorithm. Jurnal ELTIKOM: Jurnal Teknik Elektro, Teknologi Informasi dan Komputer.
[13] Parimalasundar, E., Sita, Hareesh, Kumar, D. Praveen, Srimathy, G., Kumar, B. Hemanth, & Daram, Suresh Babu. (2024). Single-Phase Modular Multilevel Inverter with Controlled DC-Cells for Renewable Energy Applications. [Conference or Journal Paper].
[14] Estima, J. (2012). Development Analysis of Permanent Magnet Synchronous Motor Drives with Fully Integrated Inverter Fault-Tolerant Capabilities. Thesis.
[15] Erat, Abdurrahim, & Vural, Ahmet Mete. (2024). Design and Analysis of a Novel Non-isolated DC-DC Modular Multilevel Converter Architecture for High Voltage Direct Current Power Networks Interconnections. [Preprint].
[16] Lu, Shaoqun, Xiang, Zhenrong, & Zhong, Kunyan. (2023). A Novel AC-DC Hybrid Microgrid Architecture Based on Modular Multilevel and Its Control Strategy. [Proceedings].
[17] Mansouri, Amirhosein, Afkar, Mohammad, Gavagsaz‐Ghoachani, Roghayeh, Phattanasak, Matheepot, & Pierfederici, Serge. (2024). DC Microgrid for Renewable Applications Taking into Account the Load Dynamics. Frontiers in Energy Research.
[18] Yu, Lin, Zhao, Bing, Wang, Shanshan, Su, Zhida, Wu, Guotao, & Wang, Tiezhu. (2024). Analysis of Transmission Distance of the MMC-HVDC Connecting Islanded Renewable Energy Generation System. [Journal Paper].
[19] Wang, Z., Lin, H., & Ma, Y. (2019). A Control Strategy of Modular Multilevel Converter with Integrated Battery Energy Storage System Based on Battery Side Capacitor Voltage Control. Energies, 12(11), 2151.
[20] Hassanifar, Mahyar, Hrishikesan, V., Jung, Jun-Hyung, Bazyar, Sattar, Beiranvand, Hamzeh, Pereira, Thiago, Langwasser, Marius, & Liserre, Marco. (2023). Modular Multilevel Converters Enabling Multibus DC Distribution. [Proceedings].
[21] Suke, Sachin, & Bhangari, D. S. (2024). A Study the Optimisation of Smart Grid Power Flow. Journal of Advances in Science and Technology.
[22] Hassan, Mohamed H., Kamel, Salah, & Hussien, Abdelazim G. (2023). Optimal Power Flow Analysis Considering Renewable Energy Resources Uncertainty Based on an Improved Wild Horse Optimizer. IET Generation, Transmission & Distribution.
[23] Chen, Y., Zhao, M., & Wang, L. (2024). Modeling and Optimal Power Flow Analysis of DC Microgrids with Short-Circuit Disturbance Assessment. IEEE Transactions on Sustainable Energy, 15(2), 789-798.
[24] Li, Y., Zhang, M., Chen, T., & Kumar, R. (2023). Enhanced OPF-Based Droop Control for MMC-MTDC Systems with Converter Optimization. IEEE Transactions on Power Delivery, 38(2), 1240–1250.
[25] Li, J., Kumar, S., & Nguyen, T. (2024). Direct Matrix-Based Simulation of DC Microgrid Systems Incorporating Renewable Energy and MMC Interfaces. IEEE Journal of Emerging and Selected Topics in Power Electronics, 12(1), 456-465.
[26] Admittance Shaping Effects of Power Flow in Modular Multilevel Converters. (2023). Electric Power Systems Research.
[27] Chen, Fang, Burgos, Rolando, Boroyevich, Dushan, Rodriguez-Diaz, Enrique, Meng, Lexuan, Vasquez, Juan C., & Guerrero, Josep M. (2016). Analysis and Distributed Control of Power Flow in DC Microgrids to Improve System Efficiency. IEEE Energy Conversion Congress and Exposition (ECCE).
[28] Khushoo, Minakshi, Sharma, Ashish, & Kaur, Gaganpreet. (2024). Comparative Analysis of Interconnecting Converters for Clustered DC Microgrids. [Journal or Conference Paper].
[29] Li, Jia, Liu, Feng, Wang, Zhaojian, Low, Steven H., & Mei, Shengwei. (2018). Optimal Power Flow in Stand-Alone DC Microgrids. IEEE Transactions on Power Systems.
[30] Liu, Xiaomin, Wang, Zheng, Liu, Shangke, Bai, Bin, & Du, Xiangnan. (2024). Research on a DC Interconnection System Based on a Cascaded Three-Level Converter for an Island Multi-Energy Microgrid. Frontiers in Energy Research.
[31] Magoč, Mihajlo. (2017). Optimalni tokovi snaga u mrežama sa obnovljivim izvorima energije [Dissertation].
[32] Mohammadi, Javad, Zhang, June, Kar, Soummya, Hug, Gabriela, & Moura, Jose M. F. (2015). Multilevel Distributed Approach for DC Optimal Power Flow. IEEE Conference on Decision and Control (CDC).
[33] Muzzammel, Raheel, Arshad, Rabia, Bashir, Sobia, Mushtaq, Uzma, Durrani, Fariha, & Noshin, Sadaf. (2023). Comparative Analysis of Optimal Power Flow in Renewable Energy Sources Based Microgrids. International Journal of Electrical and Computer Engineering.
[34] Rashid, Aamir Bin, & Channi, Harpreet Kaur. (2024). Power System Analysis. In Advances in Computer and Electrical Engineering Book Series.
[35] Senthilkumar, G., Mallala, Balasubbareddy, Sivarajan, S., Harish, Cholleti, Harsha, Devareddy, & Lakshmaiya, Natrayan. (2024). Maximising Power Utilisation Through Machine Learning and IoT Based Power Flow Strategies in DC Micro Grids with Renewable Energy Resources. [Journal or Conference Paper].
[36] Yang, Shunfeng, Fang, Jingyang, Tang, Yi, Qiu, Huan, Dong, Chaoyu, & Wang, Peng. (2019). Modular Multilevel Converter Synthetic Inertia-Based Frequency Support for Medium-Voltage Microgrids. IEEE Transactions on Industrial Electronics.
[37] Yusubov, E. B., & Bekirova, Lala Rustam. (n.d.) (2023). The Optimized Power Flow Control System for the Photovoltaic DC Microgrid. E3S Web of Conferences.
[38] Yang, Shunfeng, Fang, Jingyang, Tang, Yi, Qiu, Huan, Dong, Chaoyu, & Wang, Peng. (2019). Modular Multilevel Converter Synthetic Inertia-Based Frequency Support for Medium-Voltage Microgrids. IEEE Transactions on Industrial Electronics.
[39] Yusubov, E. B., & Bekirova, Lala Rustam. (n.d.)(2023). The Optimised Power Flow Control System for the Photovoltaic DC Microgrid. E3S Web of Conferences.
[40] Yusubov, E. B., & Bekirova, Lala Rustam. (n.d.)(2023). The Optimised Power Flow Control System for the Photovoltaic DC Microgrid. E3S Web of Conferences.
Published
Issue
Section
License
Copyright (c) 2026 Mehran University Research Journal of Engineering and Technology

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
How to Cite
Most read articles by the same author(s)
- Rana Saeed Ahmad, Haroon Rasheed, Enhanced Hybrid MMC Integration into DC Microgrid for low voltage application , Mehran University Research Journal of Engineering and Technology: Vol. 45 No. 1 (2026): January Issue
- Saeed Ahmad Rana, Haroon Rasheed, State-Space Modeling and Stability Analysis of MMC-Based Distributed Generation Units in Islanded Microgrids , Mehran University Research Journal of Engineering and Technology: Vol. 45 No. 2 (2026): April Issue
- Rana Saeed Ahmad, Haroon Rasheed, Coordinated Energy Management of MMC-Based DC Microgrids using Particle Swarm Optimization , Mehran University Research Journal of Engineering and Technology: Vol. 45 No. 3 (2026): July Issue
Similar Articles
- Fozia Shaikh, Syed Feroz Shah, Abdul Majeed Siddiqui, Analysis of Viscoelastic Fluid with Heat Transfer in Helical Screw Rheometer , Mehran University Research Journal of Engineering and Technology: Vol. 44 No. 3 (2025): July Issue
- Ali Raza Khoso, Muhammad Saleem Raza, Sajan Laghari, Sarfraz Hyder, Performance-Based Multi-Criteria Assessment of Low-Carbon Social Housing: A Comparative Life Cycle Analysis in the Climatic Context of Sindh, Pakistan , Mehran University Research Journal of Engineering and Technology: Vol. 45 No. 3 (2026): July Issue
- Ibadullah Safdar , Muhammad Zahid , Tehseen Ilahi , Sohaib Tariq , Tausif Zahid , Majid Ali , Determining historic (1950 - 2000) average precipitation and temperature for Pakistan by using climate downscaling technique , Mehran University Research Journal of Engineering and Technology: Vol. 44 No. 2 (2025): April Issue
- Amir Rizvi , Ahmad Hussain , Abdul Rehman Abbasi , Development of a Novel Reliability-Centered Framework and Maintenance Strategies for the Asset Management and Sustainability of Rotary Equipment , Mehran University Research Journal of Engineering and Technology: Vol. 44 No. 4 (2025): October Issue
- Sania Rehman Memon , Mir Aftab Hussain Talpur , Ali Raza Khoso, Imtiaz Ahmed Chandio , Furqan Javed Arain , Evaluation of commuter perception and optimization of public transit routes in Hyderabad using TOD applications , Mehran University Research Journal of Engineering and Technology: Vol. 44 No. 2 (2025): April Issue
- Muhammad Raza, Changing trends of climate in Gilgit-Baltistan (GB) from 1955 to 2018 , Mehran University Research Journal of Engineering and Technology: Vol. 45 No. 1 (2026): January Issue
- Mehwish Shahzad Abbasi, Umaima Saleem Memon, Nadir Ali Rind, Abdul Wahab Memon, Murk Saleem Memon, Development and Characterization of Highly Thermostable Ciprofloxacin-Coated Supra-Magnetic Iron Oxide Nanoparticles for Antibacterial Activity , Mehran University Research Journal of Engineering and Technology: Vol. 44 No. 4 (2025): October Issue
- Muhammad Rehan Hakro, Imtiaz Ali Hakro, Rabia Soomro, Faisal Ahmed Rajper , Shehnaz Hakro , Numerical Modelling of Factors Critical to Slope Stability with Plaxis 2D , Mehran University Research Journal of Engineering and Technology: Vol. 44 No. 4 (2025): October Issue
- Noor Nabi, Sajjad Karim, Abdur Rehman, Muhammad Haneef, Performance Analysis of Medium Voltage Porcelain and Polymer Cut-out Fuse Insulators under Lightning Impulse Wave Forms , Mehran University Research Journal of Engineering and Technology: Vol. 45 No. 1 (2026): January Issue
- Haque Nawaz, Muhammad Haroon Yousaf, Imtiaz Hussain, Husnain Mansoor Ali, Power Efficient Mathematical Model for UAV Communication Networks , Mehran University Research Journal of Engineering and Technology: Vol. 45 No. 2 (2026): April Issue
You may also start an advanced similarity search for this article.