Essays about: "fault prediction support"
Found 4 essays containing the words fault prediction support.
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1. Predicting Breakdowns in Transportation Vehicles using Supervised Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Vehicle breakdowns can lead to fatal accidents, increase costs and reduce productivity. Therefore, robust and accurate fault diagnosis and prediction systems are critical to ensure the proper operation of vehicles. Many researchers have used machine learning for the prediction of vehicle breakdowns. READ MORE
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2. Visualization of Test Failure Data to Support Fault Localisation in Distributed Embedded Systems within the Automotive Industry
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : In this thesis we present the design, development and evaluation of a software tool with the purpose of assisting in the localisation of root causes of test case failures in distributed embedded systems, specifically vehicle systems controlled by a network of electronic control units (ECUs). Fault localisation is especially hard in such systems due to its distributed nature, and often organisations rely on the knowledge of in-house specialists for detecting and rectifying the underlying root cause of test case failures. READ MORE
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3. Multi-class Supervised Classification Techniques for High-dimensional Data: Applications to Vehicle Maintenance at Scania
University essay from KTH/Matematisk statistikAbstract : In vehicle repairs, many times locating the cause of error could turn out more time consuming than the reparation itself. Hence a systematic way to accurately predict a fault causing part would constitute a valuable tool especially for errors difficult to diagnose. READ MORE
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4. Prediction of Code Lifetime
University essay from Linköpings universitet/Statistik; Linköpings universitet/Tekniska fakultetenAbstract : There are several previous studies in which machine learning algorithms are used to predict how fault-prone a piece of code is. This thesis takes on a slightly different approach by attempting to predict how long a piece of code will remain unmodified after being written (its “lifetime”). READ MORE