Sugeno-Type Fuzzy Ontology PI Controller for Proportional Electrohydraulic System

izvorni znanstveni rad

izvorni znanstveni rad

Sugeno-Type Fuzzy Ontology PI Controller for Proportional Electrohydraulic System

Vrsta prilog sa skupa (u časopisu)
Tip izvorni znanstveni rad
Godina 2023
Časopis IFAC-PapersOnLine
Volumen 56
Svesčić 2
Stranice str. 8732-8737
DOI 10.1016/j.ifacol.2023.10.056
ISSN 2405-8971
EISSN 2405-8963
Status objavljeno

Sažetak

In this paper, an ontology representation of the Sougeno-type PI Fuzzy Logic Controller (FLC) is presented. The proposed controller is an extension of the Fuzzy Ontology Controller (FOC), where the new fuzzy annotations relevant to Sougeno-type fuzzy control are added to the ontology. The design of the fuzzy ontology is carried out in Protégé and it is hosted on a remote server in the Virtuoso database. Simulation results for the proportional electrohydraulic system are presented and compared to the PI and the SMC controller. The simulation results show that the proposed concept works, and achieves similar results to the PI controller. Experimental results are carried out on a proportional electrohydraulic system. Results show good tracking capabilities despite slow network communication between the server and experimental setup.

Ključne riječi

fuzzy controlfuzzy ontology controlPI controllerSugeno-type fuzzy controller