Power Control and Optimization for Power Loss Reduction Using Deep Learning in Microgrid Systems

References

• S. Ishaq, I. Khan, S. Rahman, T. Hussain, A. Iqbal, and R. M. Elavarasan, “A review on recent developments in control and optimization of micro grids,” Energy Reports, vol. 8, pp. 4085–4103, 2022. DOI: 10.1016/j.egyr.2022.01.080.
   Web of Science ®Google Scholar
• G. Kusuma and T. R. Jyothsna, “Review on different control techniques of photovoltaic generation,” presented at the 2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO), Visakhapatnam, India, pp. 1–5, 2015. DOI: 10.1109/EESCO.2015.7253933.
   Google Scholar
• A. Rajaram and D. S. Palaniswami, “Malicious node detection system for mobile ad hoc networks,” Int. J. Comput. Sci. Inform. Technol., vol. 1, no. 2, pp. 77–85, 2010. DOI: 10.1109/EPSCICON.2018.8379598.
   Google Scholar
• P. Borazjani, N. I. Wahab, H. Hizam, and A. Bt Che Soh, “A review on microgrid control techniques,” presented at the 2014 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA), 2014, pp. 749–753. DOI: 10.1109/ISGT-Asia.2014.6873886.
   Google Scholar
• N. Chitra, P. Sivakumar, A. Devisree, and S. Priyanka, “Shunt active power filter for harmonic reduction in microgrid exploiting distinctive compensation theory: A technical and eminence review,” presented at the 2018 International Conference on Power, Energy, Control and Transmission Systems (ICPECTS), Chennai, India, 2018, pp. 147–153. DOI: 10.1109/ICPECTS.2018.8521644.
   Google Scholar
• P. H. Shaikh, A. Shaikh, Z. A. Memon, A. A. Lashari, and Z. H. Leghari, “Microgrids: A review on optimal hybrid technologies, configurations, and applications,” Int. J. Energy Res., vol. 45, no. 9, pp. 12564–12597, 2021. DOI: 10.1002/er.6666.
   Web of Science ®Google Scholar
• A. Rajaram and J. Sugesh, “Power aware routing for MANET using on-demand multipath routing protocol,” Int. J. Comput. Sci. Issues (IJCSI), vol. 8, no. 4, pp. 517, 2011.
   Google Scholar
• V. Motjoadi, M. G. Kilimi, P. N. Bokoro, and K. Roro, “On the review of microgrid systems: Benefits, control techniques, and risk analysis,” presented at the 2021 IEEE AFRICON, 2021, pp. 1–7, DOI: 10.1109/AFRICON51333.2021.9570935.
   Google Scholar
• A. Rajaram and S. Palaniswami, “Detecting malicious node in MANET using trust based cross-layer security protocol,” Int. J. Comput. Sci. Inform. Technol., vol. 2, pp. 130–137, 2010.
   Google Scholar
• O. Babayomi et al., “The role of model predictive control in microgrid power quality - a survey,” presented at the 2020 IEEE 11th International Symposium on Power Electronics for Distributed Generation Systems (PEDG), 2020, pp. 340–345, DOI: 10.1109/PEDG48541.2020.9244364.
   Google Scholar
• A. Rajaram and S. Palaniswami, “The modified security scheme for data integrity in Manet,” Int. J. Eng. Sci. Technol., vol. 2, no. 7, pp. 3111–3119, 2010.
   Google Scholar
• T. Madiba et al., “Under-frequency load shedding of microgrid systems: A review,” Int. J. Model. Simul., vol. 42, no. 4, pp. 653–679, 2022. DOI: 10.1080/02286203.2021.1964061.
   Google Scholar
• C. R. Rathish and A. Rajaram, “Efficient path reassessment based on node probability in wireless sensor network,” Int. J. Control Theory Appl., vol. 34, pp. 817–832, 2016.
   Google Scholar
• F. S. Al-Ismail, “DC microgrid planning, operation, and control: A comprehensive review,” IEEE Access, vol. 9, pp. 36154–36172, 2021. DOI: 10.1109/ACCESS.2021.3062840.
   Web of Science ®Google Scholar
• M. Begum, L. Li, and J. Zhu, “Distributed control techniques for autonomous AC microgrid-a brief review,” presented at the 2017 IEEE Region 10 Humanitarian Technology Conference (R10-HTC), Dhaka, Bangladesh, 2017 pp. 357–362, DOI: 10.1109/R10-HTC.2017.8288974.
   Google Scholar
• P. J. dos Santos Neto et al., “Power management techniques for grid-connected DC microgrids: A comparative evaluation,” Appl. Energy, vol. 269, pp. 115057, 2020. DOI: 10.1016/j.apenergy.2020.115057.
   Web of Science ®Google Scholar
• A. Bharatee, P. K. Ray, and A. Ghosh, “A power management scheme for grid-connected PV integrated with hybrid energy storage system,” J. Mod. Power Syst. Clean Energy, vol. 10, no. 4, pp. 954–963, 2022. DOI: 10.35833/MPCE.2021.000023.
   Web of Science ®Google Scholar
• D. Emara et al., “Novel control strategy for enhancing microgrid operation connected to photovoltaic generation and energy storage systems,” Electronics, vol. 10, no. 11, pp. 1261, 2021. DOI: 10.3390/electronics10111261.
   Web of Science ®Google Scholar
• R. P. Anand and A. Rajaram, “Effective timer count scheduling with spectator routing using stifle restriction algorithm in manet,” IOP Conf. Ser.: Mater. Sci. Eng., vol. 994, no. 1, pp. 012031, 2020. DOI: 10.1088/1757-899X/994/1/012031.
   Google Scholar
• Y. T. Holari, S. A. Taher, and M. Mehrasa, “Power management using robust control strategy in hybrid microgrid for both grid-connected and islanding modes,” J. Energy Storage, vol. 39, pp. 102600, 2021. DOI: 10.1016/j.est.2021.102600.
   Web of Science ®Google Scholar