Developing and Analysing a Photovoltaic (PV) Renewable Energy Source with Particle Swarm Optimization (PSO) Algorithm for Battery Management in Grid Environment Power Quality

被引：0
作者：
V. S. Arulmurugan [1 ]
C. Rajeswari [2 ]
P. Bharathidasan [2 ]
K. Balaji [1 ]
机构：
[1] Department of Electrical and Electronics Engineering, Shree Venkateshwara Hi-Tech Engineering College, Tamilnadu, Erode
[2] Department of Electrical and Electronics Engineering, Excel Engineering College, Tamilnadu, Namakkal
来源：
SN Computer Science | / 5卷 / 8期
关键词：
Battery energy management; Doubly Fed Induction Generator (DFIG); Maximum Power Point Tracking (MPPT); Photovoltaic (PV); Wind;
D O I：
10.1007/s42979-024-03549-y
中图分类号：
学科分类号：
摘要：
Renewable energy is the most viable option for rural electrification due to its widespread availability. In the previous work balance between power generation and load power, with batteries serving as a backup source for both Photovoltaic (PV) and wind energy are having drawbacks such as maintains a constancy between source and load request, even in the face of sudden changes in load and fluctuations in PV and wind power generation. To solve the problem micro grid comprising of a Photovoltaic (PV) array battery energy storage are developed in this work. One of the primary sources of renewable energy is photovoltaic energy, which can vary significantly depending on temperature, cell type, and irradiance levels. In wind power generation, the rotor's accessibility allows for the Doubly Fed Induction Generator (DFIG) to regulate the stator power, with the overall power being derived from the rotor. Maximum Power Point Tracking (MPPT) is based on Particle Swarm Optimization (PSO) and procedures the PV module's current output in relation to the battery voltage. It calculates the power maximum output of the element and changes optimum voltage for charging the battery with the maximum amount of power. In a hybrid system, there are two buses and AC bus and a DC bus, a single AC bus, with an AC/AC converter connecting the wind turbine and a DC/AC converter connecting the PV to the AC bus. The DC bus is used to connect sources with a DC current, while the AC bus is used for sources with an alternating current. This micro grid is simulated using MATLAB/Simulink tool and gain better power quality output. © The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd. 2024.
引用
收藏
相关论文
共 20 条
  • [1] Kannan S., Sathishkumar S., Venkatesh K., A Voltage source inverter-based hybrid renewable energy source for improving power quality, Int Res J Adv Eng Manage (IRJAEM), 2, 4, pp. 1027-1038, (2024)
  • [2] Ricsa AlhasYerra R., Hariharan R., Improving power quality in a grid-connected hybrid power system through the implementation of a Fuzzy Logic Controller, J Electr Syst, 20, 7s, pp. 868-875, (2024)
  • [3] Ansho P.M., Egret swarm optimized distributed power flow controller for power quality enhancement in grid connected hybrid system, J Electr Eng Technol, 19, 4, pp. 2047-2057, (2024)
  • [4] Soumana R.A., Saulo M.J., Muriithi C.M., New control strategy for multifunctional grid-connected photovoltaic systems, Results in Engineering, 14, (2022)
  • [5] Hassan Q., Evaluation and optimization of off-grid and on-grid photovoltaic power system for typical household electrification, Renew Energy, 164, pp. 375-390, (2021)
  • [6] Dhinesh V., Vijayakumar G., Saravanan S., A photovoltaic modelling module with different converters for grid operations, Int J Innov Res Technol, 19, 8, pp. 89-95, (2020)
  • [7] Radhika S., Margaret V., A review on DC-DC converters with the photovoltaic system in DC microgrid, J Phys: Conf Ser, 1804, 1, (2021)
  • [8] Singh B., Verma A., Giri V.K., Power quality improvement of grid-connected PV system, IEEE India Council International Subsections Conference (INDISCON), pp. 188-194, (2020)
  • [9] Babu N., Guerrero J.M., Siano P., Peesapati R., Panda G., An improved adaptive control strategy in grid-tied PV system with active power filter for power quality enhancement, IEEE Syst J, 15, 2, pp. 2859-2870, (2021)
  • [10] Pesdjock M.J., Pierre J.R., Pone M., Kenne G., Sonfack L.L., Contribution of synergetic control to the minimization of harmonics currents injected for grid connected photovoltaic systems, SN Appl Sci, (2020)
12