Variable step size fractional incremental conductance for MPPT under changing atmospheric conditions

被引:19
|
作者
Usman Khan, Fahad [1 ]
Gulzar, Muhammad Majid [1 ]
Sibtain, Daud [1 ]
Usman, Hafiz Muhammad [1 ]
Hayat, Aamir [1 ]
机构
[1] Univ Cent Punjab, Dept Elect Engn, Lahore, Pakistan
关键词
fractional order incremental conductance; fractional order proportional-integral-derivative; incremental conductance; maximum power point tracking; particle swarm optimization; PV SYSTEM; INC-MPPT; CONTROLLER; DESIGN; OPTIMIZATION; SIMULATION; ALGORITHM;
D O I
10.1002/jnm.2765
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
This paper presents a new modified variable step size Fractional Order Incremental Conductance (FOIC) with maximum power point tracking using Fractional Order PID controller tuned by bio-inspired Particle Swarm Optimization (PSO) to find optimal gain values of fractional integrator order (lambda) and fractional derivative order (mu). The classical incremental conductance and FOIC show drawbacks under changing irradiance, oscillation around maximum power point (MPP) which decreases its convergence speed. To resolve these prone a variable step size FOIC is proposed to achieve an adaptive duty cycle via tuning of FOPID through PSO. The robustness of the proposed technique is judged by its steady-state and dynamic response with fast converges, less response time, overshoot, and ripples under changing environmental conditions. Furthermore, the performance of the proposed technique is evaluated by comparing it with a fixed step size conventional incremental conductance algorithm and FOIC.
引用
收藏
页数:18
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