Development of a Verification Process for Truck Pneumatic Systems
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Publicerad
Författare
Typ
Examensarbete för masterexamen
Master's Thesis
Master's Thesis
Modellbyggare
Tidskriftstitel
ISSN
Volymtitel
Utgivare
Sammanfattning
This thesis investigates the development of a verification process for pneumatic systems
in heavy-duty trucks, with a focus on air-leakage detection at the End-of-Line
stage. The study was conducted at Volvo Group Trucks Technology & Industrial
Division in Tuve, Sweden, and evaluates the feasibility of integrating digital pressure
decay measurement equipment to improve quality assurance, reduce operator
dependency, and enable data-driven decision-making. A combined methodology was
applied, including a literature review, stakeholder interviews, benchmarking across
production sites, and experimental testing utilizing PDCA methodology. Key process
parameters were assessed through statistical hypothesis testing, including equivalence
testing and paired one- and two-tailed t-tests. These were utilized to evaluate
the effects of test duration, stabilization time, filling method, and subsystem activation
on leakage detection accuracy. The results demonstrate that pressure decay
testing can be significantly optimized. Equivalent detection accuracy was achieved
with reduced test durations compared to the current 4-minute reference, enabling
cycle time reductions of up to 2–3 minutes under controlled conditions. However,
the inclusion of a stabilization phase was shown to be critical for reliable measurements
due to transient pressure variations caused by thermodynamic effects. The
required stabilization time was also found to vary across trucks, supporting the
implementation of a dynamic threshold-based approach to balance measurement reliability
and efficiency. Furthermore, subsystem activation was shown to influence
measured pressure decay, indicating the need to adapt leakage thresholds depending
on test conditions. Based on these findings, a standardized verification process with
automated OK/NOK decision-making is proposed, integrating digital measurement
equipment into the existing production environment. The process improves consistency,
enables data collection, and reduces operator dependency. While the concept
is technically feasible, further validation is required before full-scale implementation.
Beskrivning
Ämne/nyckelord
Pneumatic systems, air leakage detection, leak testing, End-of-Line (EOL) testing, pressure decay, quality assurance, heavy-duty vehicles, tatistical hypothesis testing, equivalence testing
