Event-based fractional order control

被引:21
作者
Birs, Isabela [1 ,2 ,3 ]
Nascu, Ioan [1 ]
Ionescu, Clara [2 ,3 ]
Muresan, Cristina [1 ]
机构
[1] Tech Univ Cluj Napoca, Automat Dept, Memorandumului 28, Cluj Napoca, Romania
[2] Univ Ghent, Dept Electromech Syst & Met Engn, Res Lab Dynam Syst & Control, Tech Lane Sci Pk 125, B-9052 Ghent, Belgium
[3] Flanders Make, EEDT, Decis & Control Grp, Tech Lane Sci Pk 131, B-9052 Ghent, Belgium
关键词
Fractional calculus; Fractional order control; Event-based control; SYSTEMS; IMPLEMENTATION; STRATEGIES; CALCULUS; DESIGN;
D O I
10.1016/j.jare.2020.06.024
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The present study provides a generalization of event-based control to the field of fractional calculus, combining the benefits brought by the two approaches into an industrial-suitable control strategy. During recent years, control applications based on fractional order differintegral operators have gained more popularity due to their proven superior performance when compared to classical, integer order, control strategies. However, the current industrial setting is not yet prepared to fully adapt to complex fractional order control implementations that require hefty computational resources; needing highly-efficient methods with minimum control effort. The solution to this particular problem lies in combining benefits of event-based control such as resource optimization and bandwidth allocation with the superior performance of fractional order control. Theoretical and implementation aspects are developed in order to provide a generalization of event-based control into the fractional calculus field. Different numerical examples validate the proposed methodology, providing a useful tool, especially for industrial applications where the event-based control is most needed. Several event-based fractional order implementation possibilities are explored, the final result being an event-based fractional order control methodology. (C) 2020 The Authors. Published by Elsevier B.V. on behalf of Cairo University.
引用
收藏
页码:191 / 203
页数:13
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