Publication:
Robust Model Predictive position Control of direct drive electro-hydraulic servo system

dc.contributor.coauthorZohaib, Adil
dc.contributor.departmentN/A
dc.contributor.departmentN/A
dc.contributor.kuauthorZad, Haris Sheh
dc.contributor.kuauthorUlasyar, Abasin
dc.contributor.kuprofilePhD Student
dc.contributor.kuprofileResearcher
dc.contributor.researchcenterN/A
dc.contributor.researchcenterManufacturing and Automation Research Center (MARC)
dc.contributor.schoolcollegeinstituteGraduate School of Sciences and Engineering
dc.contributor.schoolcollegeinstituteN/A
dc.contributor.yokidN/A
dc.contributor.yokidN/A
dc.date.accessioned2024-11-10T00:03:02Z
dc.date.issued2016
dc.description.abstractIn this paper a robust Model Predictive Controller (MPC) is designed for direct drive electro-hydraulic position servo system in presence of unknown dynamics and uncertain nonlinearities. While considering the nonlinearity of dead zone and also the saturation in direct drive electro-hydraulic servo system, the PID controller suffers from problem of poor robustness and also adaptability. In MPC control technique, model of the position servo system is used in order to predict the future evaluation of the plant for optimizing the control signal. The proposed controller is tested for different scenarios of unmeasured and measured disturbances to the system. The results presented show enhancement in the position tracking performance with the rejection of both measured disturbances and unmeasured Gaussian disturbances. The performance of MPC is also compared with PID controller. The control accuracy, robustness capability and response speed of the position servo system have been significantly improved with MPC controller.
dc.description.indexedbyWoS
dc.description.indexedbyScopus
dc.description.openaccessYES
dc.description.publisherscopeInternational
dc.description.sponsorshipEasyChair (EC)
dc.description.sponsorshipELECTROMECHANICA
dc.description.sponsorshipIEEE Islamabad Section
dc.description.sponsorshipInternational Islamic University (IIUI), Higher Education Commission (HEC) Pakistan
dc.description.sponsorshipInternational Islamic University Islamabad (IIUI), Faculty of Engineering and Technology (FET)
dc.description.sponsorshipThe Malaysian Section, IEEE IMS Malaysia Chapter
dc.identifier.doi10.1109/INTELSE.2016.7475169
dc.identifier.isbn9781-4673-8752-1
dc.identifier.linkhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84974588021&doi=10.1109%2fINTELSE.2016.7475169&partnerID=40&md5=a1bf319b359d53c0b9a49648b1acd3f0
dc.identifier.scopus2-s2.0-84974588021
dc.identifier.urihttp://dx.doi.org/10.1109/INTELSE.2016.7475169
dc.identifier.urihttps://hdl.handle.net/20.500.14288/16255
dc.identifier.wos386368400018
dc.keywordsDirect drive electro-hydraulic position servo system
dc.keywordsModel Predictive Controller (MPC)
dc.keywordsPID control
dc.languageEnglish
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.source2016 International Conference on Intelligent Systems Engineering, ICISE 2016
dc.subjectComputer Science
dc.subjectArtificial intelligence
dc.subjectElectrical electronics engineering
dc.titleRobust Model Predictive position Control of direct drive electro-hydraulic servo system
dc.typeConference proceeding
dspace.entity.typePublication
local.contributor.authorid0000-0002-4291-288X
local.contributor.authorid0000-0003-3258-7064
local.contributor.kuauthorZad, Haris Sheh
local.contributor.kuauthorUlasyar, Abasin

Files