Publication:
AHUX: A knowledge-based expert system to teach troubleshooting of a typical air handling unit leaded by the symptom of the system failure

dc.contributor.authorsKocyigit, Necati; Isikan, M. Osman
dc.date.accessioned2022-03-12T18:05:51Z
dc.date.accessioned2026-01-10T18:39:04Z
dc.date.available2022-03-12T18:05:51Z
dc.date.issued2012
dc.description.abstractTroubleshooting of an air-handling unit (AHU) is a complicated process and requires high level of expertise. Any attempt of developing an expert system dealing with troubleshooting in AHU has to overcome various difficulties. This paper describes the implementation of AHUX, a knowledge-based expert system (KBS) for diagnosis the trouble of a typical AHU and for remedy. AHUX is to teach troubleshooting of AHU for the students and the non-specialized technical staffs. The system structure, its components and their function are described. The system has only 10 rules for loading a fact file and reaching a result for troubleshooting. The fact file has four types of fact acting as a rule. The process of diagnosis is leaded by the symptom. Each of symptoms indicates one or more of the assumption are false. The system has been tested and gave promising results. The AHUX and the Fault Analysis Table were compared and emphasized the motivation effect on training. The result of the evaluation was accurate and promising.
dc.identifier.doidoiWOS:000312577400066
dc.identifier.issn1308-772X
dc.identifier.urihttps://hdl.handle.net/11424/230787
dc.identifier.wosWOS:000312577400066
dc.language.isoeng
dc.publisherSILA SCIENCE
dc.relation.ispartofENERGY EDUCATION SCIENCE AND TECHNOLOGY PART A-ENERGY SCIENCE AND RESEARCH
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectExpert system
dc.subjectKnowledge-based system
dc.subjectTeach troubleshooting
dc.subjectAir-handling unit
dc.subjectARTIFICIAL NEURAL-NETWORK
dc.subjectFAULT-DETECTION
dc.subjectHVAC SYSTEMS
dc.subjectSENSOR FAULT
dc.subjectDIAGNOSIS
dc.subjectCONDITIONER
dc.subjectPREDICTION
dc.subjectMODEL
dc.titleAHUX: A knowledge-based expert system to teach troubleshooting of a typical air handling unit leaded by the symptom of the system failure
dc.typearticle
dspace.entity.typePublication
oaire.citation.endPage590
oaire.citation.issue1
oaire.citation.startPage577
oaire.citation.titleENERGY EDUCATION SCIENCE AND TECHNOLOGY PART A-ENERGY SCIENCE AND RESEARCH
oaire.citation.volume30

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