Essays about: "winding machine"

Showing result 1 - 5 of 39 essays containing the words winding machine.

  1. 1. Thermal Modelling of Permanent Magnet Synchronous Motor Windings in Heavy-Duty Electric Vehicles

    University essay from Linköpings universitet/Fordonssystem

    Author : Ken Dahl; [2023]
    Keywords : PMSM; permanent magnet synchronous motor; synchronous motor; black-box modelling; black-box models; thermal modelling; lumped parameter thermal network; LPTN; electric machine; EM; EV; electric vehicle; winding;

    Abstract : A significant challenge with permanent magnet synchronous motors (PMSMs) is thermal management. Thermal stress can lead to irreversible damage to components, and to enable efficient cooling, a thermal model is needed. READ MORE

  3. 2. Neural Networks for Modeling of Electrical Parameters and Losses in Electric Vehicle

    University essay from Högskolan i Skövde/Institutionen för ingenjörsvetenskap

    Author : Yo Fujimoto; [2023]
    Keywords : Artificial neural network; machine learning; random forest; deep learning; electric vehicle; decision tree; k-nearest neighbors; permanent magnet synchronous machine;

    Abstract : Permanent magnet synchronous machines have various advantages and have showed the most superiorperformance for Electric Vehicles. However, modeling them is difficult because of their nonlinearity. READ MORE

  4. 3. Simulation of wire bending processes in continuous wave winding stator production

    University essay from KTH/Produktionsutveckling

    Author : Simon Boström Leijon; [2023]
    Keywords : Finite element analysis; bending; stator winding; Finita element analys; böjning; statorlindning;

    Abstract : Electric propulsion in the heavy truck industry require knowledge in certain new areas involved in electric machine manufacturing. One of these new manufacturing steps is copper bending for production of stator windings. READ MORE

  5. 4. Data synchronization for operation and maintenance

    University essay from Högskolan i Gävle/Elektronik

    Author : Mikael Lindorf; [2023]
    Keywords : Data synchronization; automation; industry 4.0; database; paper mill; winding machine;

    Abstract : In paper mills, the paper machine is followed by a winding machine which cuts paper to intended width and rolls onto cylinders to specified length. Central to this paper is the gathering and synchronizing of data from databases relevant to automation research for the winder. READ MORE

  6. 5. Machine Learning Models for Estimating Temperatures of Electric Powertrains

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

    Author : Dinan Li; [2022]
    Keywords : Powertrain; machine learning; temperature monitoring; neuron network; Drivlina; maskininlärning; temperaturövervakning; neuronnätverk;

    Abstract : Towards a sustainable future, more and more powertrains are being electrified today, thus it is important to prevent unwanted failures and secure a reliable operation. Monitoring the internal temperatures of powertrains and keeping them under their thresholds is an important first step. READ MORE