Essays about: "Diagnostic Trouble Code"

Found 2 essays containing the words Diagnostic Trouble Code.

1. 1. Exploring Automated Early Problem Identification Based on Diagnostic Trouble Codes

   University essay from Institutionen för tillämpad informationsteknologi

   Author : Mathias Forsman; Yihan Yang; [2024-03-05]
   Keywords : Automotive Industry; Early Problem Identification; Diagnostic Trouble Code; Case Study; Laboratory Experiment ; Machine Learning; Linear Regression; K-means Clustering;

   Abstract : In the current automotive industry, problem identification is a reactive process. It starts when the customer experiences a vehicle problem and goes to the workshop. Subsequently, all the problem-related data will be collected from the workshop and forwarded to the vehicle manufacturer. READ MORE

3. 2. Modelling of patterns between operational data, diagnostic trouble codes and workshop history using big data and machine learning

   University essay from Uppsala universitet/Datalogi

   Author : Linda Virkkala; Johanna Haglund; [2016]
   Keywords : Data mining; random forest; adaboost; error codes;

   Abstract : The work presented in this thesis is part of a large research and development project on condition-based maintenance for heavy trucks and buses at Scania. The aim of this thesis was to be able to predict the status of a component (the starter motor) using data mining methods and to create models that can predict the failure of that component. READ MORE