Design and Analysis of DC-DC Converters with Artificial Intelligence Based MPPT Approaches for Grid Tied Hybrid PV-PEMFC System

被引：0
作者：
Reddy B.R.S. [1 ]
Reddy V.C.V. [2 ]
Kumar M.V. [1 ]
机构：
[1] Department of EEE, J N T University, Andhra Pradesh, Ananthapuramu
[2] School of Engineering and Technology, SPMVV, Andhra Pradesh, Tirupati
来源：
Distributed Generation and Alternative Energy Journal | 2023年 / 38卷 / 04期
关键词：
conventional boost converter; high step-up hybrid DC-DC converter; Hybrid PV-PEMFC system; MPPT; PEMFC; PV system; radial basis function network;
D O I：
10.13052/dgaej2156-3306.38410
中图分类号：
学科分类号：
摘要：
Renewable energy sources (RES) are inherently stochastic, require the deployment of an energy storage device to round off variations in power. A hybrid system consisting solar PV and PEMFC for grid-connected applications is proposed and analysed. For grid-tied applications, a radial basis function network (RBFN) type maximum power point tracking (MPPT) approach for PEM (Proton Exchange Membrane) fuel cells and a fuzzy logic controller (FLC) type MPPT approach for Photovoltaic system respectively is developed and analysed. In addition, a high step-up hybrid boost converter (HSHBC) for fuel cells has been designed, which provides a higher voltage gain than a conventional Boost converter. Developing a fuzzy logic controller for PV system at different solar irradiation levels and a RBFN based MPPT technique for PEM Fuel Cell with different temperatures respectively to get the maximum power. The developed system is simulated using the Simulink/MATLAB platform to analyse it. © 2023 River Publishers.
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页码：1307 / 1330
页数：23
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  • [1] Kumar K., Ramesh Babu N., Prabhu K. R., Design and analysis of an integrated Cuk-SEPIC converter with MPPT for standalone wind/PV hybrid system, Int. J. Renew. Energy Res, 7, 1, pp. 96-106, (2017)
  • [2] Wu G., Ruan X., Ye Z., Nonisolated high step-up DC–DC converters adopting switched-capacitor cell, IEEE Trans. Ind. Electron, 62, 1, pp. 383-393, (2015)
  • [3] Saravanan S., Ramesh Babu N., Modified high step-up coupled inductor-based DC-DC converter for PV applications, Gazi Univ. J. Sci, 29, 4, pp. 981-986, (2016)
  • [4] Saravanan S., Ramesh Babu N., RBFN based MPPT algorithm for PV system with high step up converter, Energy Convers. Manage, 122, pp. 239-251, (2016)
  • [5] Liang T.-J., Lee J.-H., Chen S.-M., Chen J.-F., Yang L.-S., Novel isolated high-step-up DC–DC converter with voltage lift, IEEE Trans. Ind. Electron, 60, 4, pp. 1483-1491, (2013)
  • [6] Sitbon M., Schacham S., Suntio T., Kuperman A., Improved adaptive input voltage control of a solar array interfacing current mode controlled boost power stage, Energy Convers. Manage, 98, pp. 369-375, (2015)
  • [7] Lotfy M. E., Senjyu T., Farahat M. A., Abdel-Gawad A. F., Yona A., Enhancement of a small power system performance using multi-objective optimization, IEEE Access, 5, pp. 6212-6224, (2017)
  • [8] Rajkumar RK, Ramachandaramurthy VK, Yong BL, Chia DB, Techno-economical optimization of hybrid pv/wind/battery system using Neuro-Fuzzy, Energy, 36, 8, pp. 5148-5153, (2011)
  • [9] Arul PG, Ramachandaramurthy VK, Rajkumar RK, Control strategies for a hybrid renewable energy system: A review, Renewable and Sustainable Energy Reviews, 42, pp. 597-608, (2015)
  • [10] Behravesh V, Keypour R, Foroud AA, Stochastic analysis of solar and wind hybrid rooftop generation systems and their impact on voltage behavior in low voltage distribution systems, Solar Energy, 166, pp. 317-333, (2018)
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