A review on FPGA implementation of fractional-order systems and PID controllers

被引:14
作者
Ali, Aijaz [1 ]
Bingi, Kishore [1 ]
Ibrahim, Rosdiazli [1 ]
Devan, P. Arun Mozhi [1 ]
Devika, K. B. [2 ]
机构
[1] Univ Teknol PETRONAS, Dept Elect & Elect Engn, Seri Iskandar 32610, Malaysia
[2] Univ Exeter, Fac Environm Sci & Econ, Exeter EX4 4QF, England
关键词
FPGA; Fixed-point; Floating-point; Fractional-order systems; PID controller; Xilinx; CHAOTIC OSCILLATOR; DYNAMICAL ANALYSIS; REALIZATION; SYNCHRONIZATION; ARCHITECTURE; ATTRACTORS; DESIGN;
D O I
10.1016/j.aeue.2024.155218
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
Fractional -order systems and controls utilize concepts from fractional calculus for modelling, control designs, and practical applications. However, it can be challenging to transform these memory -dependent systems and controllers into hardware, which is why high -order integer systems are often used instead. Field Programmable Gate Arrays (FPGAs) are ideal for implementing fractional -order systems and controllers. Careful consideration of system quality, hardware cost, and speed is necessary to implement fractional -order systems, such as differentiators, integrators, controllers, and systems. Fortunately, recent technological advancements have made it easier, faster, and less expensive to implement digital hardware for fractional -order systems and controllers. This is mainly because the FPGA platform is a cost-effective and efficient solution for implementing high -quality approximations of fractional order systems with high throughput and short design time. Numerous attempts in the literature have been made to implement fractional -order systems and controllers on FPGAs. This article explores the methods of implementing fractional -order systems and PID controllers via FPGA technology. It briefly explains the definitions, approximations, implementation approaches, software tools, FPGA series, and models used in the literature to implement fractional -order systems and controls using FPGAs. The article also discusses future directions in FPGA implementation of fractional -order systems and controllers, highlights open problems, and offers possible solutions.
引用
收藏
页数:19
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