Optimal design of wideband fractional order digital integrator using symbiotic organisms search algorithm

被引:9
作者
Mahata, Shibendu [1 ]
Saha, Suman Kumar [2 ]
Kar, Rajib [1 ]
Mandal, Durbadal [1 ]
机构
[1] Natl Inst Technol, Dept ECE, Durgapur, India
[2] Natl Inst Technol, Dept ETE, Raipur, Madhya Pradesh, India
关键词
digital integrated circuits; integrating circuits; curve fitting; search problems; integrated circuit modelling; optimal design; wideband fractional order digital integrator; symbiotic organisms search algorithm; digital rational approximation; -dependant coefficients; FODI design; meta-heuristic optimisation algorithm; SOS-optimised coefficients; generalised expressions; specific fractional orders; design quality robustness; convergence consistency; superior modelling accuracy; fractional order proportional-integral controller; EVOLUTIONARY ALGORITHMS; OPTIMIZATION; DIFFERENTIATORS; POWER; APPROXIMATIONS; EXPANSION; DOMAIN;
D O I
10.1049/iet-cds.2017.0162
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
Optimal design of digital rational approximations with -dependant coefficients to model the fractional order integrator of any arbitrary order , where epsilon (0, 1), is presented in this work. The analytical expressions of the coefficients for the proposed fractional order digital integrators (FODIs) are derived by a two-step method: (a) the coefficients of FODIs for varying from 0.01 to 0.99 in steps of 0.01 are determined by a meta-heuristic optimisation algorithm called symbiotic organisms search (SOS) and (b) curve fitting is applied on the SOS-optimised coefficients to obtain their generalised expressions. Previous works dealing with the design of FODI based on various meta-heuristic optimisers have considered only a few specific fractional orders; hence, the practical usability of such designs is restricted. This gap provides the motivation for conducting this research. Design quality robustness and convergence consistency of SOS are extensively compared with three other well-known meta-heuristic algorithms. The superior modelling accuracy of the proposed designs is justified by comparing with the recent literature. Simulation results validate the effectiveness of the proposed models as a fractional order proportional-integral controller.
引用
收藏
页码:362 / 373
页数:12
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