Essays about: "Machine capacity"

Showing result 11 - 15 of 217 essays containing the words Machine capacity.

  1. 11. Simulating distributed PV electricity generation on a municipal level : Validating a model for simulating PV electricity generation and implementing it for estimating the aggregated PV generation in Knivsta Municipality

    University essay from Uppsala universitet/Byggteknik och byggd miljö

    Author : Lisa Molin; Sara Ericson; [2023]
    Keywords : photovoltaic generation model; model validation; artificial intelligence; machine learning; convolutional neural network; LIDAR;

    Abstract :   The deployment of distributed photovoltaic (PV) is accelerating worldwide. Understanding when and where PV systems will generate electricity is valuable as it affects the power balance in the grids. One way of obtaining this information is simulating the PV power production of systems detected in Remotely Sensed Data (RSD). READ MORE

  3. 12. Forecasting Codeword Errors in Networks with Machine Learning

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

    Author : Angus Hansson Svan; [2023]
    Keywords : Forecasting; Codeword Errors; Hybrid Fiber-Coaxial; Long Short-Term Memory; Multilayer Perceptron; Hybridfiber-koaxialt nätverk; HFC; LSTM; MLP;

    Abstract : With an increasing demand for rapid high-capacity internet, the telecommunication industry is constantly driven to explore and develop new technologies to ensure stable and reliable networks. To provide a competitive internet service in this growing market, proactive detection and prevention of disturbances are key elements for an operator. READ MORE

  4. 13. Data-driven process improvement in production : A Master Thesis carried out at Scania CV

    University essay from KTH/Produktionsutveckling

    Author : William George; Anton Pergert; [2023]
    Keywords : ;

    Abstract : The manufacturing industry is currently in its fourth paradigm shift, commonly referred to as Industry 4.0. As a part of this shift, the importance of collecting production data is ever increasing, due to its potential value. READ MORE

  5. 14. Development of AI/ML Methods for Advanced Device Localization in Beyond 5G Systems

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Eros Iván Costa Andrés; Jon Aizkorreta Carro; [2023]
    Keywords : Artificial Intelligence; localization; IIoT devices; Python; radio signals; 5G; 3GPP; Technology and Engineering;

    Abstract : This master thesis aims to investigate the positioning accuracy improvements of device localization by the implementation of AI/ML functionalities. In this project, we use the fifth-generation(5G) New Radio (NR) system and focus on indoor factories. READ MORE

  6. 15. Remembering how to walk - Using Active Dendrite Networks to Drive Physical Animations

    University essay from Umeå universitet/Institutionen för fysik

    Author : Klas Henriksson; [2023]
    Keywords : reinforcement learning; deep learning; physical animation; deep reinforcement learning; multi-task learning; multi-task reinforcement learning; machine learning; neural networks;

    Abstract : Creating embodied agents capable of performing a wide range of tasks in different types of environments has been a longstanding challenge in deep reinforcement learning. A novel network architecture introduced in 2021 called the Active Dendrite Network [A. Iyer et al. READ MORE