Essays about: "logged vehicle data"

Showing result 1 - 5 of 27 essays containing the words logged vehicle data.

  1. 1. Formula Student Car Stability

    University essay from Lunds universitet/Institutionen för energivetenskaper

    Author : Oliver Belfiore; [2023]
    Keywords : Racing; Car; Vehicle; dynamics; vehicle dynamics; Technology and Engineering;

    Abstract : This thesis investigates the impact of varying passive components on the stability of a Formula Student race car. The study was conducted using a 7-post model and a lateral model, both of which were derived using Lagrangian methods and state-space modelling techniques. These models were then validated and adjusted using logged data. READ MORE

  3. 2. Machine Learning on Terrain Data and Logged Vehicle Data to Gain Insights into Operating Conditions for an Articulated Hauler : Machine Learning on Terrain Data and Logged Vehicle Data to Gain Insights into Operating Conditions for an Articulated Hauler

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Tianren Sun; Yen Chieh Wang; [2022]
    Keywords : CNN; Data Driven Manufacturing; Microsoft Azure Maps; Machine; Learning ML ; Road Surface; Topography;

    Abstract : Manufacturers can develop next-generation production and service for their customers by the data gathered and analyzed from customers’ usage conditions. In this research, the operating condition of articular haulers is collected and analyzed through machine learning algorithms to predict the type of operational topographies and road surface. READ MORE

  4. 3. Digital twin of a safe system

    University essay from Luleå tekniska universitet/Institutionen för teknikvetenskap och matematik

    Author : Johan Edenhamn; [2022]
    Keywords : digital twin; safe system; hardware-in-the-loop HIL ; hydraulic model;

    Abstract : At Epiroc’s drill rigs a safe system is installed to make sure the vehicle is driven in a safe manner. In the development both machine tests and hardware-in-the-loop (HIL) tests have been performed but when changes are made the firmware in the safe modules has to be updated. To speed up the process a digital twin would be beneficial. READ MORE

  5. 4. Sensor fusion for estimating vehicle chassis movement

    University essay from KTH/Fordonsdynamik

    Author : Edwin Solomon Arthur Paul; Sanjay Varadharajan; [2021]
    Keywords : Sensor fusion; Vehicle dynamics; State estimation; Sensors; Sensorfusion; Fordonsdynamik; Skattning av parametrar; Sensorer;

    Abstract : The aim of this thesis work is to investigate the possibility of applying a sensor fusion algorithm with a focus on estimating vehicle dynamic states, mainly the vehicle body accelerations. Modern passenger vehicles have several mechatronic systems such as active safety, comfort, driver assistance etc. READ MORE

  6. 5. Predictive Maintenance of Construction Equipment using Log Data : A Data- centric Approach

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Bazil Muzaffar Kotriwala; [2021]
    Keywords : Predictive Maintenance; Construction Equipment; Event Log; Sensor Log; Machine Learning; Imbalanced Data; Prediktivt underhåll; byggutrustning; händelselogg; sensorlogg; maskininlärning; obalanserade data;

    Abstract : Construction equipment manufacturers want to reduce the downtime of their equipment by moving from the typical reactive maintenance to a predictive maintenance approach. They would like to define a method to predict the failure of the construction equipment ahead of time by leveraging the real- world data that is being logged by their vehicles. READ MORE