Energy management of a DC microgrid with hybrid energy storage system using PI and ANN based hybrid controller

References

• Bahloul, M., and S. K. Khadem. 2019, Sept. “Impact of Power Sharing Method on Battery Life Extension in HESS for Grid Ancillary Services.” IEEE Transactions on Energy Conversion 34 (3): 1317–1327. doi:10.1109/TEC.2018.2886609.
   Web of Science ®Google Scholar
• Boujoudar, Y., M. Azeroual, H. El Moussaoui, and T. Lamhamdi. 2020. “Intelligent Controller-Based Energy Management for Stand-Alone Power System Using Artificial Neural Network.” International Transactions on Electrical Energy Systems 30: e12579. doi:10.1002/2050-7038.12579.
   Web of Science ®Google Scholar
• Bracco, Stefano, Federico Delfino, Angela Trucco, and Stefano Zin. 2018. “Electrical Storage Systems Based on Sodium/Nickel Chloride Batteries: A Mathematical Model for the Cell Electrical Parameter Evaluation Validated on a Real Smart Microgrid Application.” Journal of Power Sources 399: 372–382. doi:10.1016/j.jpowsour.2018.07.115.
   Web of Science ®Google Scholar
• Brandt, Robert D., and Feng Lin. 1999. “Adaptive Interaction and its Application to Neural Networks.” Information Sciences 121 (3–4): 201–215. ISSN 0020-0255. doi:10.1016/S0020-0255(99)00090-0.
   Web of Science ®Google Scholar
• Cabrane, Zineb, Jonghoon Kim, Kisoo Yoo, and Mohammed Ouassaid. 2021. “HESS-based Photovoltaic/Batteries/Supercapacitors: Energy Management Strategy and DC bus Voltage Stabilization.” Solar Energy 216: 551–563. ISSN 0038-092X. doi:10.1016/j.solener.2021.01.048.
   Web of Science ®Google Scholar
• Chettibi, N., A. Mellit, G. Sulligoi, and A. Massi Pavan. May 2018. “Adaptive Neural Network-Based Control of a Hybrid AC/DC Microgrid.” in IEEE Transactions on Smart Grid 9 (3): 1667–1679. doi:10.1109/TSG.2016.2597006.
   Web of Science ®Google Scholar
• Christen, Thomas, and Martin W. Carlen. 2000. “Theory of Ragone Plots.” Journal of Power Sources 91 (2): 210–216. ISSN 0378-77. doi:10.1016/S0378-7753(00)00474-2.
   Web of Science ®Google Scholar
• Dicks, Andrew L., and David A. J. Rand. 2018. Fuel Cell Systems Explained. Fuel Cell Systems Explained. Wiley. doi:10.1002/9781118706992.
   Google Scholar
• Fu, Zhumu, Zhenhui Li, Pengju Si, and Fazhan Tao. 2019. “A Hierarchical Energy Management Strategy for Fuel Cell/Battery/Supercapacitor Hybrid Electric Vehicles.” International Journal of Hydrogen Energy 44 (39): 22146–22159. ISSN 0360-3199. doi:10.1016/j.ijhydene.2019.06.158.
   Web of Science ®Google Scholar
• Glavin, M. E., P. K. W. Chan, S. Armstrong, and W. G. Hurley. 2008. “A Stand-Alone Photovoltaic Supercapacitor Battery Hybrid Energy Storage System.” 13th International Power Electronics and Motion Control Conference, 2008, 1688–1695. doi:10.1109/EPEPEMC.2008.4635510.
   Google Scholar
• Kathiresan, J., S. K. Natarajan, and G. Jothimani. 2020. “Energy Management of Distributed Renewable Energy Sources for Residential DC Microgrid Applications.” International Transactions on Electrical Energy Systems 30: e12258. doi:10.1002/2050-7038.12258.
   Web of Science ®Google Scholar
• Marzougui, Hajer, Ameni Kadri, Jean-Philippe Martin, Mansour Amari, Serge Pierfederici, and Faouzi Bacha. 2019. “Implementation of Energy Management Strategy of Hybrid Power Source for Electrical Vehicle.” Energy Conversion and Management 195: 830–843. ISSN 0196-8904. doi:10.1016/j.enconman.2019.05.037.
   Web of Science ®Google Scholar
• Mishra, Debashish, Prakash Chandra Sahu, Ramesh Chandra Prusty, and Sidhartha Panda. 2021a. “A Fuzzy Adaptive Fractional Order-PID Controller for Frequency Control of an Islanded Microgrid Under Stochastic Wind/Solar Uncertainties.” International Journal of Ambient Energy. doi:10.1080/01430750.2021.1914163.
   Web of Science ®Google Scholar
• Mishra, Debashish, Prakash Chandra Sahu, Ramesh Chandra Prusty, and Sidhartha Panda. 2021b. “Power Generation Monitoring of a Hybrid Power System with I-GWO Designed Trapezoidal Type-II Fuzzy Controller.” International Journal of Modelling and Simulation 42: 5, 797–5, 813. doi:10.1080/02286203.2021.1983744.
   Google Scholar
• Nouman, K., Z. Asim, and K. Qasim. 2018. “Comprehensive Study on Performance of PID Controller and its Applications,” 2018 2nd IEEE Advanced Information Management,Communicates,Electronic and Automation Control Conference (IMCEC), 1574–1579. doi:10.1109/IMCEC.2018.8469267.
   Google Scholar
• Papari, B., C. S. Edrington, I. Bhattacharya, and G. Radman. 2019. “Effective Energy Management of Hybrid AC–DC Microgrids With Storage Devices.” in IEEE Transactions on Smart Grid 10 (1): 193–203, January. doi:10.1109/TSG.2017.2736789.
   Web of Science ®Google Scholar
• Pradhan, C., M. K. Senapati, S. G. Malla, P. K. Nayak, and T. Gjengedal. 2021. “Coordinated Power Management and Control of Standalone PV-Hybrid System With Modified IWO-Based MPPT.” in IEEE Systems Journal 15 (3): 3585–3596, September. doi:10.1109/JSYST.2020.3020275.
   Web of Science ®Google Scholar
• Rahman, Md Mustafizur, Abayomi Olufemi Oni, Eskinder Gemechu, and Amit Kumar. 2020. “Assessment of Energy Storage Technologies: A Review.” Energy Conversion and Management 223: 113295. ISSN 0196-8904. doi:10.1016/j.enconman.2020.113295.
   Web of Science ®Google Scholar
• Sahoo, S. K., A. K. Sinha, and N. K. Kishore. June 2018. “Control Techniques in AC, DC, and Hybrid AC–DC Microgrid: A Review.” in IEEE Journal of Emerging and Selected Topics in Power Electronics 6 (2): 738–759. doi:10.1109/JESTPE.2017.2786588.
   Web of Science ®Google Scholar
• Sahu, Prakash Chandra, Reetimukta Baliarsingh, Ramesh Chandra Prusty, and Sidhartha Panda. 2020c. “Novel DQN Optimised Tilt Fuzzy Cascade Controller for Frequency Stability of a Tidal Energy-Based AC Microgrid.” International Journal of Ambient Energy 43 (1): 3587–3599. doi:10.1080/01430750.2020.1839553.
   Web of Science ®Google Scholar
• Sahu, Prakash Chandra, Sonalika Mishra, Ramesh Chandra Prusty, and Sidhartha Panda. 2018. “Improved-salp Swarm Optimized Type-II Fuzzy Controller in Load Frequency Control of Multi Area Islanded AC Microgrid.” Sustainable Energy, Grids and Networks 16: 380–392. ISSN 2352-4677. doi:10.1016/j.segan.2018.10.003.
   Web of Science ®Google Scholar
• Sahu, Prakash Chandra, Ramesh Chandra Prusty, and Sidhartha Panda. 2020a. “Frequency Regulation of an Electric Vehicle-Operated Micro-Grid Under WOA-Tuned Fuzzy Cascade Controller.” International Journal of Ambient Energy 43: 1, 2900–1, 2911. doi:10.1080/01430750.2020.1783358.
   Web of Science ®Google Scholar
• Sahu, Prakash Chandra, Ramesh Chandra Prusty, and Sidhartha Panda. 2020b. “Optimal Design of a Robust FO-Multistage Controller for the Frequency Awareness of an Islanded AC Microgrid Under i-SCA Algorithm.” International Journal of Ambient Energy 43 (1): 2681–2693. doi:10.1080/01430750.2020.1758783.
   Web of Science ®Google Scholar
• Sankar, Yannam Ravi, and K. Chandra Sekhar. 2021. “Design and Control of Hybrid Energy Microgrid System Using Renewable Energy Sources.” International Journal of Ambient Energy, doi:10.1080/01430750.2021.1909653.
   Web of Science ®Google Scholar
• Shaikh, U. A., M. K. AlGhamdi, and H. A. AlZaher. 2018. “Novel Product ANFIS-PID Hybrid Controller for Buck Converters.” The Journal of Engineering, 730–734. doi:10.1049/joe.2018.0113.
   Google Scholar
• Singh, P., and J. S. Lather. 2018. “A PWM-Based Sliding Mode Voltage Control of DC-DC Boost Converter for DC Microgrid.” IEEE 8th Power India International Conference (PIICON), 2018, 1–5. doi:10.1109/POWERI.2018.8704456.
   Google Scholar
• Singh, Prashant, and J. S. Lather. 2019. “Artificial Neural Network-Based Dynamic Power Management of a DC Microgrid: A Hardware-in-Loop Real-Time Verification.” International Journal of Ambient Energy 43 (1): 1730–1738. doi:10.1080/01430750.2020.1720811.
   Web of Science ®Google Scholar
• Singh, Prashant, and J. S. Lather. 2020. “Dynamic Current Sharing, Voltage and SOC Regulation for HESS Based DC Microgrid Using CPISMC Technique.” Journal of Energy Storage 30: 101509. ISSN 2352-152X. doi:10.1016/j.est.2020.101509.
   Web of Science ®Google Scholar
• Sinha, Smita, and Prabodh Bajpai. 2020. “Power Management of Hybrid Energy Storage System in a Standalone DC Microgrid.” Journal of Energy Storage 30: 101523. ISSN 2352-152X. doi:10.1016/j.est.2020.101523.
   Web of Science ®Google Scholar
• Soumeur, Mohammed Amine, Brahim Gasbaoui, Othmane Abdelkhalek, Jamel Ghouili, Tofik Toumi, and Abdeselem Chakar. 2020. “Comparative Study of Energy Management Strategies for Hybrid Proton Exchange Membrane Fuel Cell Four Wheel Drive Electric Vehicle.” Journal of Power Sources 462: 228167. ISSN 0378-7753. doi:10.1016/j.jpowsour.2020.228167.
   Web of Science ®Google Scholar
• Vu, Tuyen V., Dallas Perkins, Fernand Diaz, David Gonsoulin, Chris S. Edrington, and Touria El-Mezyani. 2017. “Robust Adaptive Droop Control for DC Microgrids.” Electric Power Systems Research 146: 95–106. ISSN 0378-7796. doi:10.1016/j.epsr.2017.01.021.
   Web of Science ®Google Scholar
• Xu, D., Q. Liu, W. Yan, and W. Yang. 2019. “Adaptive Terminal Sliding Mode Control for Hybrid Energy Storage Systems of Fuel Cell, Battery and Supercapacitor.” in IEEE Access 7: 29295–29303. doi:10.1109/ACCESS.2019.2897015.
   Web of Science ®Google Scholar