Sökning: "Nonlinear black-box"

Visar resultat 1 - 5 av 10 uppsatser innehållade orden Nonlinear black-box.

  1. 1. The Implementation and Evaluation of Learning Approaches to State Filtering

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Anna Wilhelmsson; [2022]
    Nyckelord :;

    Sammanfattning : State estimation uses measurements of a system’s output to estimate the state. A particular method within state estimation is filtering, which estimates the state using measurements up to and including the current time. LÄS MER

  3. 2. Modeling and Simulation of a Remote Controlled Weapon Station

    Master-uppsats, KTH/Matematik (Avd.)

    Författare :Mats Svalstedt; [2022]
    Nyckelord :Modeling; System identification; Nonlinear black-box; Remote controlled weapon station; Modellering; Systemidentifiering; Icke-linjär black-box; Fjärrmanövrerad vapenstation;

    Sammanfattning : Understanding how a system behaves when exposed to different scenarios is key when improvingand developing complex structures. The amount of different approaches is immense and variesfrom case to case. LÄS MER

  4. 3. Topological recursive fitting trees : A framework for interpretable regression extending decision trees

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Alexandre Tadros; [2020]
    Nyckelord :;

    Sammanfattning : Many real-world machine learning applications need interpretation of an algorithm output. The simplicity of some of the most fundamental machine learning algorithms for regression, such as linear regression or decision trees, facilitates interpretation. However, they fall short when facing complex (e.g. LÄS MER

  5. 4. Model Based HandlingAnalyses

    Master-uppsats, KTH/Fordonsdynamik

    Författare :Paolo Perinciolo; Eshwar Sondhi; [2018]
    Nyckelord :;

    Sammanfattning : The thesis consists of building vehicle models for lateral dynamics that provide accurate results, while being simple enough to highlight clear relationships between vehicle properties and handling behaviours. The approach that characterizes the present work is built on the foundations provided by the bicycle, or single-track, model (STM). LÄS MER

  7. 5. Preceding Vehicle Dynamics Modeling for Fuel Efficient Control Strategies

    Master-uppsats, KTH/Skolan för elektro- och systemteknik (EES)

    Författare :Pawel Kupsc; [2016]
    Nyckelord :;

    Sammanfattning : Long haulage trucks are a key part of today’s goods trans-port networks. To reduce fuel costs and emissions from trucks, novel methods of regulating their speed optimally based on road slope data and other vehicles’ behavior are being developed. LÄS MER