Essays about: "VOLVO CLUSTERS"

Showing result 1 - 5 of 6 essays containing the words VOLVO CLUSTERS.

  1. 1. Fault Clustering With Unsupervised Learning Using a Modified Gaussian Mixture Model and Expectation Maximization

    University essay from Linköpings universitet/Fordonssystem

    Author : Kevin Lindström; [2021]
    Keywords : ;

    Abstract : When a fault is detected in the engine, the check engine light will come on. After that, it is often up to the mechanic to diagnose the engine fault. Manual fault classification by a mechanic can be time-consuming and expensive. READ MORE

  3. 2. Understanding usage of Volvo trucks

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Oskar Dahl; Fredrik Johansson; [2019]
    Keywords : Machine Learning; Clustering; Usage Behaviors; Association Rule Mining; Gaussian Mixture Models;

    Abstract : Trucks are designed, configured and marketed for various working environments. There lies a concern whether trucks are used as intended by the manufacturer, as usage may impact the longevity, efficiency and productivity of the trucks. READ MORE

  4. 3. Clustering of Driver Data based on Driving Patterns

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Amit Kabra; [2019]
    Keywords : Clustering; Driving Patterns; Markov Chain; Cars; Machine Learning;

    Abstract : Data analysis methods are important to analyze the ever-growing enormous quantity of the high dimensional data. Cluster analysis separates or partitions the data into disjoint groups such that data in the same group are similar while data between groups are dissimilar. READ MORE

  5. 4. Automated Analysis of Automotive Read-Out Data for Better Decision Making

    University essay from Institutionen för datavetenskap

    Author : Muhammad Saleem; [2011]
    Keywords : Diagnostic read-out analysis; Engine Control Module; Volvo Cars Corporation;

    Abstract : The modern automobile is a complex electromechanical system controlled by control systems which consist of several interdependent electronic control units (ECUs). Analysis of the data generated by these modules is very important in order to observe the interesting patterns among data. READ MORE

  6. 5. Automated Analysis of Automotive Read-out Data for Better Decision Making

    University essay from Institutionen för datavetenskap

    Author : Muhammad Saleem; [2011]
    Keywords : Diagnostic read-out analysis; Engine Control Module; Volvo Cars Corporation;

    Abstract : The modern automobile is a complex electromechanical system controlled by control systems which consist of several interdependent electronic control units (ECUs). Analysis of the data generated by these modules is very important in order to observe the interesting patterns among data. READ MORE