PSO algorithm-based robust design of PID controller for variable time-delay systems: AQM application

This paper formulates a robust control for variable time-delay system models. An automatic tuning method for PID-type controller is proposed. The adopted method integrates robust control design using Quantitative Feedback Theory (QFT) with Particle Swan Optimization heuristic algorithms (PSO) to sys...

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Detalles Bibliográficos
Autores principales: Baldini, Patricia Noemí, Calandrini, Guillermo, Doñate, Pedro
Formato: Articulo
Lenguaje:Inglés
Publicado: 2015
Materias:
Ciencias Informáticas
Heuristic methods
Optimization
PSO
frequency response
PID
robust control
QFT
AQM
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/50182
http://journal.info.unlp.edu.ar/wp-content/uploads/JCST41-Paper-9.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
Descripción
Sumario:This paper formulates a robust control for variable time-delay system models. An automatic tuning method for PID-type controller is proposed. The adopted method integrates robust control design using Quantitative Feedback Theory (QFT) with Particle Swan Optimization heuristic algorithms (PSO) to systematize the loop-shaping stage. The objective of the design method is to reach a good compromise among robust stability, robust tracking and disturbance rejection with minimal control effort. The resulting algorithm has attractive features, such as easy implementation, stable convergence characteristic and good computational efficiency. In particular, the results of the control design for active queue management (AQM) systems are presented. Simulations show improved congestion control and quality of service in TCP communication networks.

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