Essays about: "Dynamic decision model"

Showing result 6 - 10 of 110 essays containing the words Dynamic decision model.

  1. 6. Network reconfiguration for renewable generation maximization

    University essay from Lunds universitet/Industriell elektroteknik och automation

    Author : Gabriel Malmer; Lovisa Thorin; [2023]
    Keywords : distributed generation; hosting capacity; network reconfiguration; optimal power flow; power distribution; optimization; mixed-integer programming; Technology and Engineering;

    Abstract : Increasing the amount of renewable generation in distribution networks is a fundamental part of the energy transition. Multiple methods exist to increase the hosting capacity in a grid, to allow larger injections of generation and more efficiently utilize existing infrastructure before operational limits are breached. READ MORE

  3. 7. Evaluation and Selection of Routes for Automated Road Freight Vehicles : Using the analytical hierarchy process (AHP) to evaluate andselect potential routes for automated driving systems (ADS) in the road freight industry when considering the operational design domain (ODD) and strategic criteria

    University essay from KTH/Produktionsutveckling

    Author : Jan Kauper; [2023]
    Keywords : ;

    Abstract : Researchers anticipate the road freight industry to be among the first ones to integrate automated driving systems (ADS) in their operations. Matching the driving capabilities with suitable routes is pivotal for deploying ADS at early stages. READ MORE

  4. 8. Sustainable Best Practices in Electronic Sector : Printed Circuit Board (PCB) Industry

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Michelle Julius; [2023]
    Keywords : Printed Circuit Board industry; Circular Economy; Sustainability; Implementation; Sweden;

    Abstract : Environmental issues related to the Electronic and Electrical Equipment industry lead companies to consider a new sustainability model to decouple economic growth from resource consumption and waste generation. A significant body of literature focuses on materials and process innovation in the field of Printed Circuit Board (PCB), simultaneously limited attention has been given to industry practices and circular economy strategies. READ MORE

  5. 9. Improving Change Point Detection Using Self-Supervised VAEs : A Study on Distance Metrics and Hyperparameters in Time Series Analysis

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

    Author : Daniel Workinn; [2023]
    Keywords : Change point detection; Time series data; Segmentation; Machine learning; Data mining; Detektion av brytpunkter; Tidsseriedata; Segmentering; Maskininlärning; Datautvinning;

    Abstract : This thesis addresses the optimization of the Variational Autoencoder-based Change Point Detection (VAE-CP) approach in time series analysis, a vital component in data-driven decision making. We evaluate the impact of various distance metrics and hyperparameters on the model’s performance using a systematic exploration and robustness testing on diverse real-world datasets. READ MORE

  6. 10. Deep Reinforcement Learning on Social Environment Aware Navigation based on Maps

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

    Author : Victor Sanchez; [2023]
    Keywords : Deep Reinforcement Learning; Environment-aware navigation; Robotics; Artificial Intelligence; Apprentissage par renforcement profond; Navigation consciente de l’humain; Intelligence Artificielle; Robotique; Djup Förstärkande Inlärning; Människomedveten navigering; Robotik; Artificiell Intelligens;

    Abstract : Reinforcement learning (RL) has seen a fast expansion in recent years of its successful application to a range of decision-making and complex control tasks. Moreover, deep learning offers RL the opportunity to enlarge its spectrum of complex fields. READ MORE