Essays about: "Sarah Felldin"

Found 1 essay containing the words Sarah Felldin.

  1. 1. Improving Knowledge of Truck Fuel Consumption Using Data Analysis

    University essay from Linköpings universitet/Reglerteknik; Linköpings universitet/Logistik- och kvalitetsutveckling

    Author : Sofia Johnsen; Sarah Felldin; [2016]
    Keywords : big data; Total Quality Management; trucks; automotive; fuel consumption; logged vehicle data; customer usage data; aggregated data; big-data plan; big data management; data analysis; data mining; Principal Component Analysis; Factor Analysis; k-means Clustering; Hierarchical Clustering; Principal Component Regression; Regularization; Lasso; Elastic Net;

    Abstract : The large potential of big data and how it has brought value into various industries have been established in research. Since big data has such large potential if handled and analyzed in the right way, revealing information to support decision making in an organization, this thesis is conducted as a case study at an automotive manufacturer with access to large amounts of customer usage data of their vehicles. READ MORE