Essays about: "hauler"

Showing result 6 - 10 of 42 essays containing the word hauler.

  1. 6. Virtual Sensing of Hauler Engine Sensors

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Muhammad Fahad Hassan Mobshar; Sebastian Hagblom; [2022]
    Keywords : Sensor Reconstruction; Embedded Machine Learning; Inductive Transfer Learning; Deviation Detection;

    Abstract : The automotive industry is becoming more dependent on sustainable and efficient systems within vehicles. With the diverse combination of conditions affecting vehicle performance, such as environmental conditions and drivers' behaviour, the interest in monitoring machine health increases. READ MORE

  3. 7. 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. 8. 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

  5. 9. 3D Printed Lattice Structure for Driveline Applications

    University essay from KTH/Materialvetenskap

    Author : Boyu Xue; [2021]
    Keywords : Lattice structure; AM Additive Manufacturing ; topology optimization; lattice optimization; NVH noise; vibration and harshness ; mechanical performance; lightweight; driveline; natural frequency; Gitterstruktur; AM additiv tillverkning ; topologioptimering; optimering av gitter; NVH buller; vibrationer och obehag ; mekanisk prestanda; lättvikt; drivlina; egenfrekvens;

    Abstract : Lattice structures have received a lot of attention as cellular materials in recent years because of their outstanding properties, such as high strength-to-weight ratio, heat transfer, energy absorption, and capability of improving noise, vibration and harshness (NVH) behavior. This type of structure received a boost from additive manufacturing (AM) technology, which can fabricate geometries in practically any shape. READ MORE

  6. 10. Monitored Neural Networks for Autonomous Articulated Machines

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Erik Beckman; Linus Harenius; [2020]
    Keywords : Slip; ANN; Neural Networks; Hauler; Monitored Neural Networks; Verification Neural Networks; Curvature Steering; Autonomous machines; Articulated Machines; Volvo CE; side-slip; slip error; Reliable Neural Networks; Dependable Neural Networks;

    Abstract : Being able to safely control autonomous heavy machinery is of uttermost importance for the conversion of traditional machines to autonomous machines. With the continuous growth of autonomous vehicles around the globe, an increasing effort has been put into certifying autonomous vehicles in terms of reliability and safety. READ MORE