PID-Control Optimization Using Solis-Wets Algorithm And Laguerre System Identification

• Published in: Revista IEEE América Latina Vol. 14; no. 2; pp. 624 - 630
• Main Authors: Requez, Juan, Sanchez, Gustavo, Strefezza, Miguel, Granado, Ernesto
• Format: Journal Article
• Language: English
• Published: Los Alamitos IEEE 01.02.2016; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithm design and analysis; Algorithms; Benchmark testing; Benchmarking; Control; Controllers; Cost function; Design engineering; Design methodology; Frequency control; Laguerre Identification; Optimization; PID control optimization; Random Search; Settling; Statistics; System identification
• ISSN: 1548-0992; 1548-0992
• DOI: 10.1109/TLA.2016.7437202

In this paper, a design method for PID controllers is proposed, based on the Solis-Wets random search algorithm and closed-loop Laguerre identification. The method is tested considering two sets of benchmark plants, previously considered by many other authors. Results show that this method is able to decrease the regulation cost function value considered, while decreasing the rising and settling time and increasing the frequency of the response when compared with an initial controller. The statistic values associated with the method show that it is not affected in a significantly way by the initial values, system order and time constant assumed in its implementation.