A Deep Learning-Based Approach to Optimize Power Systems with Hybrid Renewable Energy Sources

References

• S. S. Ghosh and A. Jain, “Power aware hybrid proxy cache-prefetch model using combined energy conservation policies,” Int. J. Comput. Sci. Inform. Technol., vol. 5, no. 1, pp. 75–83, Jan. 2014. DOI: 10.3390/electronics11010160.
   Google Scholar
• S. Golestan, J. M. Guerrero, J. C. Vasquez, A. M. Abusorrah and Y. A. Al-Turki, “Harmonic linearization and investigation of three-phase parallel-structured signal decomposition algorithms in grid-connected applications,” IEEE Trans. Power Electron., vol. 36, no. 4, pp. 4198–4213, Sept. 2021. DOI: 10.1109/TPEL.2020.3021723.
   Web of Science ®Google Scholar
• M. S. Nasr, et al., “A cyberphysical testbed for smart water networks research education and development in Qatar,” Qatar Foundation Ann. Res. Conf. Proceed., vol. 2018, no. 3, pp. ICTPP378, Mar. 2018. DOI: 10.5339/qfarc.2018.ICTPP378.
   Google Scholar
• M. Akkilah and M. Farsadi, “Power quality control for mixed renewable energy systems,” IEEE Xplore, August 2007, pp. 351. DOI: 10.1109/PCT.2007.4538625.
   Google Scholar
• M. Bajaj and A. K. Singh, “An analytic hierarchy process-based novel approach for benchmarking the power quality performance of grid-integrated renewable energy systems,” Electr. Eng., vol. 102, no. 3, pp. 1153–1173, Sept. 2020. DOI: 10.1007/s00202-020-00938-3.
   Web of Science ®Google Scholar
• R. Kalita, J. P. Shah and N. Shashikant Gujar, “Measurement methodology, instrumentation and limit comparison for power quality measurement of grid connected renewable energy systems,” International Conference on Power Electronics & IoT Applications in Renewable Energy and Its Control (PARC), May 2020, pp. 75–79 DOI: 10.1109/PARC49193.2020.236561.
   Google Scholar
• C. A. Duque, et al., “Continuous power quality monitoring for power transmission systems,” 2020 IEEE Power & Energy Society General Meeting (PESGM), December 2020, pp. 1–5. DOI: 10.1109/PESGM41954.2020.9281693.
   Google Scholar
• O. Florencias-Oliveros, J. M. Fernández, J. J. Rosa, M. Espinosa-Gavira, A. A. Pérez and J. C. Salas, “An instrument for power quality monitoring using higher-order statistics 2D planes,” IEEE 11th International Workshop on Applied Measurements for Power Systems (AMPS), October 2021, pp. 1–6. DOI: 10.1109/AMPS50177.2021.9586011.
   Google Scholar
• J. Kaushal and P. Basak, “A Decision-making methodology to assess power quality monitoring index of an AC microgrid using fuzzy inference systems,” Electric Power Component. Syst., vol. 47, no. 14-15, pp. 1349–1361, December 2019. DOI: 10.1080/15325008.2019.1689448.
   Web of Science ®Google Scholar
• M. R. Tür and F. Yaprakdal, “Investigation of power quality in a system based on renewable energy sources,” Gazi Üniv. Fen Bilimleri Dergisi C Tasarım Teknol., vol. 8, no. 3, pp. 11–17, Sept. 2020. DOI: 10.29109/gujsc.722014.
   Google Scholar
• M. Qian, D. Zhao, J. Ma, L. Zhu, J. Rongrong and M. Chen, “Operation characteristics of DC transmission system with large‐scale renewable energy integration,” J. Eng., vol. 2019, no. 16, pp. 1703–1708, Feb. 2019. DOI: 10.1049/joe.2018.8460.
   Google Scholar
• Z. Yongzhen, D. Hongwei and L. Haizhou, “Grid reactive power optimization research under the background of source network load and storage,” IEEE 6th Information Technology and Mechatronics Engineering Conference (ITOEC), March 2022. vol. 6, pp. 184–188 DOI: 10.1109/ITOEC53115.2022.9734451.
   Google Scholar
• S. A. Rizvi and A. Abu‐Siada, “Active power sharing in a micro-grid with multiple grid connections,” Designs, vol. 6, no. 2, pp. 24, Mar. 2022. DOI: 10.3390/designs6020024.
   Google Scholar
• R. Das, V. Madani and A. P. Meliopoulos, “Leveraging smart grid technology and using microgrid as a vehicle to benefit DER integration,” IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), Oct. 2017. pp. 1–5 DOI: 10.1109/ISGT.2017.8085961.
   Google Scholar
• W. Wang, et al., “Hydrogen-electric coupling coordinated control strategy of multi-station integrated system based on the honeycomb topology,” Front. Energy. Res., vol. 10, pp. 852509, Mar. 2022. DOI: 10.3389/fenrg.2022.852509.
   Web of Science ®Google Scholar
• U. Vuyyuru, S. Maiti and C. Chakraborty, “Active power flow control between DC microgrids,” IEEE Trans. Smart Grid., vol. 10, no. 5, pp. 5712–5723, Jan. 2019. DOI: 10.1109/TSG.2018.2890548.
   Web of Science ®Google Scholar
• P. Naisani, D. Tholomier, T. Yip and G. J. Lloyd, “Protection of distributed generation (DG) interconnection,” Annual Conference for Protective Relay Engineers, September 2010, pp. 1–17. DOI: 10.1109/PSAMP.2009.5262332.
   Google Scholar
• A. Rajaram and K. Sathiyaraj, “An improved optimization technique for energy harvesting system with grid-connected power for greenhouse management,” J. Electr. Eng. Technol., vol. 17, no. 5, pp. 2937–2949, June 2022. DOI: 10.1007/s42835-022-01033-2.
   Web of Science ®Google Scholar