An Accurate, Shade Detection-Based Hybrid Maximum Power Point Tracking Approach for PV Systems

被引:71
作者
Pillai, Dhanup S. [1 ]
Ram, J. Prasanth [2 ]
Ghias, A. M. Y. M. [1 ]
Mahmud, Md Apel [3 ]
Rajasekar, N. [4 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
[2] New Horizon Coll Engn, Dept Elect & Elect Engn, Bangalore 560103, Karnataka, India
[3] Deakin Univ, Fac Sci Engn & Built Environm, Sch Engn, Dept Elect & Elect, Geelong, Vic 3220, Australia
[4] Vellore Inst Technol, Sch Elect Engn, Dept Energy & Power Elect, Solar Energy Res Cell, Vellore 632014, Tamil Nadu, India
关键词
Photovoltaic (PV); global maximum power point (GMPP); maximum power point tracking (MPPT); partial shade conditions (PSC); perturb and observe (P&O); INCREMENTAL-CONDUCTANCE MPPT; HARDWARE IMPLEMENTATION; O ALGORITHM; SIMULATION; SCHEME; COLONY;
D O I
10.1109/TPEL.2019.2953242
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Optimizing the operational performance of maximum power point trackers during multiple peak partial shading conditions (PSCs) prevails as a major challenge in photovoltaic power generation. Though many of the newly evolved soft computing and heuristic methods are compatible during PSCs, the need for such techniques in uniform irradiation levels is uncertain because most of these algorithms produce extensive oscillations before converging to the global maximum power point (GMPP). On the other hand, adopting conventional perturb and observe (P&O) algorithm is meritorious to reduce the transient power and voltage oscillations. Therefore, this article presents a proficient hybrid tracking technology that provides an adequate tradeoff between conventional P&O and advanced soft computing techniques by accurately detecting shade occurrences. For which, the uniqueness in the operating point conductance of P&O at the leftmost power peak in the P-V curve is utilized. Subsequently, the proposed convention utilizes P&O for two major purposes: to track MPP in uniform irradiance, and to detect PSCs. More importantly, even during PSCs, the detection algorithm is well designed to operate at GMPP with the conventional P&O method itself, and, only for extreme shade cases, flower pollination algorithm is introduced to track GMPP. The pre-eminence of the proposed technology to track GMPP with reduced transient oscillations by discriminating shade occurrences is demonstrated via extensive experimental studies in this article.
引用
收藏
页码:6594 / 6608
页数:15
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