Performance comparison between PI digital and fuzzy controllers in a level control system
Liquid level systems are important in many industrial and academic applications, so measurement and control systems need to be as accurate as possible for this process. However, a level system has a nonlinear dynamic which increases the difficulty of modelling and design controller by classical meth...
Saved in:
Published in | Journal of Mechatronics Engineering Vol. 2; no. 3; pp. 10 - 18 |
---|---|
Main Authors | , |
Format | Journal Article |
Language | English |
Published |
18.11.2019
|
Online Access | Get full text |
Cover
Loading…
Abstract | Liquid level systems are important in many industrial and academic applications, so measurement and control systems need to be as accurate as possible for this process. However, a level system has a nonlinear dynamic which increases the difficulty of modelling and design controller by classical methods. In order to address these issues, this paper discusses the modeling of a nonlinear level plant and the implementation of strategies for PI control and fuzzy control. The control algorithms are embedded in an 8 bits microcontroller, which provides the plant sample data via serial communication. Response specifications are stipulated so that the performance of the controllers is evaluated and compared. The results show a better performance for the fuzzy controller which could avoid larges overshoots with low computation costs and none anti-windup strategies. |
---|---|
AbstractList | Liquid level systems are important in many industrial and academic applications, so measurement and control systems need to be as accurate as possible for this process. However, a level system has a nonlinear dynamic which increases the difficulty of modelling and design controller by classical methods. In order to address these issues, this paper discusses the modeling of a nonlinear level plant and the implementation of strategies for PI control and fuzzy control. The control algorithms are embedded in an 8 bits microcontroller, which provides the plant sample data via serial communication. Response specifications are stipulated so that the performance of the controllers is evaluated and compared. The results show a better performance for the fuzzy controller which could avoid larges overshoots with low computation costs and none anti-windup strategies. |
Author | Vasconcelos, Felipe José de Sousa Medeiros, Cláudio Marques de Sá |
Author_xml | – sequence: 1 givenname: Felipe José de Sousa orcidid: 0000-0002-9727-204X surname: Vasconcelos fullname: Vasconcelos, Felipe José de Sousa – sequence: 2 givenname: Cláudio Marques de Sá orcidid: 0000-0002-1663-8151 surname: Medeiros fullname: Medeiros, Cláudio Marques de Sá |
BookMark | eNpNkMtKAzEYhYNUsNbufIA8gDNmkslMspTipVCwi25cDbn8kchMUpKxMn166w1cncPh4yy-SzQLMQBC1xUpaVUzefs2QHmgnpVUnKE55ZIXjDIy-9cv0DJnrwnnQrZEsDl62UJyMQ0qGMAmDnuVfI4Baxg_AALerrH1r35UPVbBYvd-PE4nLowp9j2kjH3ACvdwgP5vxnnKIwxX6NypPsPyNxdo93C_Wz0Vm-fH9epuUxhBRMFaW3PlBOPUKalNLaGtuLZUS9coCw0xzrXOwomymhFFDSNtI4wSrGq1ZAt083NrUsw5gev2yQ8qTV1Fum8x3UlM9yWmo4J9AoMVW2o |
CitedBy_id | crossref_primary_10_3390_pr11030720 |
ContentType | Journal Article |
DBID | AAYXX CITATION |
DOI | 10.21439/jme.v2i3.28 |
DatabaseName | CrossRef |
DatabaseTitle | CrossRef |
DatabaseTitleList | CrossRef |
DeliveryMethod | fulltext_linktorsrc |
EISSN | 2595-3230 |
EndPage | 18 |
ExternalDocumentID | 10_21439_jme_v2i3_28 |
GroupedDBID | AAYXX CITATION M~E |
ID | FETCH-LOGICAL-c808-37d45af8352fa9bc49e715bd2b9f6ade60cff7fde45adb30a2c30768ca8317b93 |
ISSN | 2595-3230 |
IngestDate | Fri Aug 23 02:53:58 EDT 2024 |
IsPeerReviewed | false |
IsScholarly | false |
Issue | 3 |
Language | English |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c808-37d45af8352fa9bc49e715bd2b9f6ade60cff7fde45adb30a2c30768ca8317b93 |
ORCID | 0000-0002-9727-204X 0000-0002-1663-8151 |
PageCount | 9 |
ParticipantIDs | crossref_primary_10_21439_jme_v2i3_28 |
PublicationCentury | 2000 |
PublicationDate | 2019-11-18 |
PublicationDateYYYYMMDD | 2019-11-18 |
PublicationDate_xml | – month: 11 year: 2019 text: 2019-11-18 day: 18 |
PublicationDecade | 2010 |
PublicationTitle | Journal of Mechatronics Engineering |
PublicationYear | 2019 |
SSID | ssib055897083 |
Score | 1.7558415 |
Snippet | Liquid level systems are important in many industrial and academic applications, so measurement and control systems need to be as accurate as possible for this... |
SourceID | crossref |
SourceType | Aggregation Database |
StartPage | 10 |
Title | Performance comparison between PI digital and fuzzy controllers in a level control system |
Volume | 2 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lj9MwELbKcuGCQIB4ywc4RSmtnTT2cbXa1S5SUSUKWk6RnxCUTVfbBml74B_wnxnbSWpWRVq4RNXIdtTMl5lx5psxQm-Y20YYIlLFJhI2KIKlTBKbUiNYoQ23mXUZ3fmH2emn7P15fj4a_YpYS-1GjtV2b13J_2gVZKBXVyX7D5odFgUB_Ab9whU0DNdb6XgRsf7V7kDBnnu1OEt09dWdCuJTBLbdbq97bnrtCnerJhFJ7WhDA2U9dHb-S8g6N-qbCIfmrONOhr3WPou1cmWQdeDunZi6unSVZ-uQjk-0ST6u2vXgCeZGm-oqDD6q_aBpq6uVqyBy_spPCOL468SUuzK92KDC7ipPKelyL2aPrLPCJAIbjSxqR3oNvjmsfNPqE4j5XNfU7xdm_INUdNyVm__RXPuG0xuoiLAJ8vNLmF262SVhd9BdUvDcMUTnP49785TnjBcT39h1-AehlMIv8C66fRTkRNHK8gG63-kMHwbMPEQj0zxCXyK84B1ecIcXvDjDHV4w4AV7vOAIL7hqsMAeL70YB7w8RsuT4-XRadodreHeSQZeRWe5sC76toJLlXFTTHOpieR2JrSZTZS1hdUGRmlJJ4Io6lK2SjCINyWnT9BBs2rMU4QpETzPSEaV1pnVBYOQOZsKziWzghbkGXrbP4ryMjRQKfc98-e3HPcC3dvh7CU62Fy15hXEhRv52mvrN0f1aWk |
link.rule.ids | 315,786,790,27955,27956 |
linkProvider | ISSN International Centre |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Performance+comparison+between+PI+digital+and+fuzzy+controllers+in+a+level+control+system&rft.jtitle=Journal+of+Mechatronics+Engineering&rft.au=Vasconcelos%2C+Felipe+Jos%C3%A9+de+Sousa&rft.au=Medeiros%2C+Cl%C3%A1udio+Marques+de+S%C3%A1&rft.date=2019-11-18&rft.issn=2595-3230&rft.eissn=2595-3230&rft.volume=2&rft.issue=3&rft.spage=10&rft.epage=18&rft_id=info:doi/10.21439%2Fjme.v2i3.28&rft.externalDBID=n%2Fa&rft.externalDocID=10_21439_jme_v2i3_28 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2595-3230&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2595-3230&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2595-3230&client=summon |