Essays about: "radial networks"

Showing result 1 - 5 of 26 essays containing the words radial networks.

  1. 1. 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. 2. Application of Physics-Informed Neural Networks for Galaxy Dynamics

    University essay from Linnéuniversitetet/Institutionen för fysik och elektroteknik (IFE)

    Author : Lucas Barbier; [2023]
    Keywords : ;

    Abstract : Developing efficient and accurate numerical methods to simulate dynamics of physical systems has been an everlasting challenge in computational physics. Physics-Informed Neural Networks (PINNs) are neural networks that encode laws of physics into their structure. READ MORE

  4. 3. Machine Learning Algorithms for Quantum Systems

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Oskar Fallgren; Adam Fredriksson; [2023]
    Keywords : ;

    Abstract : The Schrödinger equation is a fundamental differential equation in quantum mechanics, and solving it for general potentials is difficult even using numerical methods. In recent years, machine learning has become a popular tool for finding solutions to partial differential equations in general, and the Schrödinger equation in particular. READ MORE

  5. 4. Transformer-Based Multi-scale Technical Reports Analyser for Science Projects Cost Prediction

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

    Author : Thomas Bouquet; [2023]
    Keywords : Natural Language Processing; Transformers; Deep Learning; Cost Prediction; Traitement Automatique du Langage; Transformers; Apprentissage Profond; Prédiction de coûts; Behandling av naturligt språk; Transformers; Djupinlärning; Kostnadsförutsägelser;

    Abstract : Intrinsic value prediction is a Natural Language Processing (NLP) problem consisting in determining a numerical value contained implicitly and non-trivially in a text. In this project, we introduce the SWORDSMAN model (Sentence and Word-level Oracle for Research Documents by Semantic Multi-scale ANalysis), a deep neural network architecture based on transformers whose goal is to predict the cost of research projects from the analysis of their abstract. READ MORE

  6. 5. Speech activity detection in videos

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Viktor Andersson; Nelly Ostréus; [2022]
    Keywords : Technology and Engineering;

    Abstract : Speech is an important way of communication all over the world. The speech information is encoded both aural and visual. More than 1.5 billion people have hearing loss and for those the visual information is even more important than for people with normal hearing. READ MORE