Improving the relay feedback identification by using a gain-changing non-linearity

This paper proposes the use of the gain-changing non-linearity to improve the estimation of the ultimate point, which is used in many auto-tuning algorithm of PID controllers. The experiments for identification are similar to the relay feedback, therefore some well known advantages of this kind of e...

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Detalles Bibliográficos
Autores: Romero Pérez, Julio Ariel, Miguel-Escrig, Oscar, Sánchez Moreno, José, Dormido Bencomo, Sebastián
Tipo de recurso: artículo
Fecha de publicación:2024
País:España
Institución:Universidad Nacional de Educación a Distancia
Repositorio:e-spacio. Repositorio Institucional de la UNED
Idioma:inglés
OAI Identifier:oai:e-spacio.uned.es:20.500.14468/23666
Acceso en línea:https://hdl.handle.net/20.500.14468/23666
Access Level:acceso abierto
Palabra clave:12 Matemáticas::1203 Ciencia de los ordenadores ::1203.17 Informática
Identification for control
relay feedback experiment
auto-tune
PID
Descripción
Sumario:This paper proposes the use of the gain-changing non-linearity to improve the estimation of the ultimate point, which is used in many auto-tuning algorithm of PID controllers. The experiments for identification are similar to the relay feedback, therefore some well known advantages of this kind of experiments are maintained while the estimation error is significantly reduced. The identification method is evaluated with a batch of system dynamics, providing suitable results in all cases, which proves the validity of the approach.