TY - JOUR ID - 21550 TI - A new computing perturb-and-observe-type algorithm for MPPT in solar photovoltaic systems and evaluation of its performance against other variants by experimental validation JO - Scientia Iranica JA - SCI LA - en SN - 1026-3098 AU - Bhan, V. AU - Hashmani, A.A. AU - Shaikh, M.M. AD - Department of Electrical Engineering, Mehran University of Engineering and Technology, Jamshoro, Pakistan AD - Department of Electrical Engineering, Mehran University of Engineering and Technology, Jamshoro, Pakistan. AD - b. Department of Basic Sciences and Related Studies, Mehran University of Engineering and Technology, Jamshoro, Pakistan.; Supply Chain and Operations Management Research Group, Mehran University of Engineering and Technology, Jamshoro, Pakistan. Y1 - 2019 PY - 2019 VL - 26 IS - Special Issue on machine learning, data analytics, and advanced optimization techniques... SP - 3656 EP - 3671 KW - Maximum power point tracking KW - Perturb-observe algorithm KW - Solar photovoltaic KW - Irradiance KW - stability KW - Oscillations KW - Tracking speed DO - 10.24200/sci.2019.54183.3635 N2 - Solar energy is becoming a mainstream energy source with considerable attention from analysts these days. The photovoltaic (PV) system’s output power fluctuates with temperature and sunlight affecting its efficiency. To extract accessible power by PV system, maximum power point tracking (MPPT) method is used. A famous strategy, regularly utilized for simplicity and low cost, is the Perturb and Observe (PO) algorithm. However, there are a few downsides of PO algorithm, which result in power loss and low efficiency. We evaluate the performance of the conventional PO against some of its enhancements, specially a recent PO-variant, for MPPT. Experiments are conducted at different irradiances and temperature levels in two ways: with load and with battery, by conventional PO and its variants. Outlining strategy to reach optima and stability of the methods are discussed. The PO variants are rated from view-points of stability, accuracy, post-MPP oscillations and tracking speed. The recommendations can prove to be fruitful for the practitioners working with MPPT in PV solar systems using PO algorithms. The validation of simulation results has been made using the real time experimental results. The new PO-variant appears to be a reliable computing algorithm for MPPT in solar PV systems. UR - https://scientiairanica.sharif.edu/article_21550.html L1 - https://scientiairanica.sharif.edu/article_21550_b891bbecf7cd4a194b04f3cb50250569.pdf ER -