Optimisation of a Diagnostic Test for a Truck Engine
Independent thesis Basic level (professional degree)Student thesisAlternative title
Optimering av ett diagnostest för en lastbilsmotor (Swedish)
Diagnostic systems become more and more an important within the field of vehicle systems. This is much because new rules and regulation forcing the manufacturer of heavy duty trucks to survey the emission process in its engines during the whole lifetime of the truck. To do this a diagnostic system has to be implemented which always survey the process and check that the thresholds of the emissions set by the government not are exceeded. There is also a demand that this system should be reliable, i.e. not producing false alarms or missed detection. One way of producing such a system is to use model based diagnosis system where thresholds has to be set deciding if the system is corrupt or not. There is a lot of difficulties involved in this. Firstly, there is no way of knowing if the signals logged are corrupt or not. This is because faults in these signals should be detected. Secondly, because of strict demand of reliability the thresholds has to be set where there is very low probability of finding values while driving. In this thesis a methodology is proposed for setting thresholds in a diagnosis system in an experimental test engine at Scania. Measurement data has been logged over 20 hours of effective driving by two individuals of the same engine. It is shown that the result is improved significantly by using this method and the threshold can be set so smaller faults in the system reliably can be detected.
Place, publisher, year, edition, pages
Institutionen för systemteknik , 2002. , 60 p.
Technology, threshold levels, OBD, residual, statistic, model, outliers, filtering
Engineering and Technology
IdentifiersURN: urn:nbn:se:liu:diva-1500OAI: oai:DiVA.org:liu-1500DiVA: diva2:18824