Sökning: "Traffic prediction"

Visar resultat 1 - 5 av 131 uppsatser innehållade orden Traffic prediction.

  1. 1. Forecasting With Feature-Based Time Series Clustering

    Master-uppsats, Jönköping University/Tekniska Högskolan

    Författare :Conrad Tingström; Johan Åkerblom Svensson; [2023]
    Nyckelord :demand forecasting; time series prediction; time series clustering;

    Sammanfattning : Time series prediction plays a pivotal role in various areas, including for example finance, weather forecasting, and traffic analysis. In this study, time series of historical sales data from a packaging manufacturer is used to investigate the effects that clustering such data has on forecasting performance. LÄS MER

  3. 2. Risk Analysis and Cybersecurity Implementation for UTM : Implemented in UTM50

    Kandidat-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :Inge Hannson; Fredrik Nääs; [2023]
    Nyckelord :UTM; U-space; UTM50; Drone; Drones; Cybersecurity; ZeroMQ; CurveZMQ;

    Sammanfattning : With the increasing usage of Unmanned Aerial Vehicle (UAV)s and the prediction of becoming applicable to more industries within the next decade there is a need for a controlling authority in the lower airspace. An Unmanned Aircraft System Traffic Man- agement (UTM) provides multiple solutions to how such a system should operate and what services it should provide. LÄS MER

  4. 3. Utvärdering av ankomstprognoser för tåg

    Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Trafik och väg

    Författare :Linus Rydstedt; [2023]
    Nyckelord :Train delay; traffic management; evaluation; arrival forecast; prediction; Technology and Engineering;

    Sammanfattning : In this master thesis, an evaluation of arrival forecasts for trains is made to see how various prediction sources compare to each other and how well these reflect reality. Furthermore, this thesis is a sprint of a research project that is carried out and conducted at Lund University of Technology on behalf of the Swedish Transport Administration. LÄS MER

  5. 4. Condition-based Estimation of Ambulance Travel Times

    Kandidat-uppsats, Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Författare :Lucas Kylberg; [2023]
    Nyckelord :Travel time estimation; Travel time prediction; Emergency vehicles;

    Sammanfattning : Travel time estimation can be used in strategical distribution of ambulances and ambulance stations. A more accurate travel time estimation can lead to a better distribution of these ambulance sites. External factors such as weather and traffic conditions can affect the travel time from a starting location to a destination. LÄS MER

  7. 5. Data-Driven Traffic Forecasting for Completed Vehicle Simulation: : A Case Study with Volvo Test Trucks

    Magister-uppsats, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Samaneh Shahrokhi; [2023]
    Nyckelord :supervised machine learning; traffic forecasting; vehicle presence prediction; binary classification; ensemble learning; feature engineering; hyperparameter tuning; data-driven analysis;

    Sammanfattning : This thesis offers a thorough investigation into the application of machine learning algorithms for predicting the presence of vehicles in a traffic setting. The research primarily focuses on enhancing vehicle simulation by employing data-driven traffic prediction methods. The study approaches the problem as a binary classification task. LÄS MER