Essays about: "utilization of electricity"

Showing result 6 - 10 of 154 essays containing the words utilization of electricity.

  1. 6. Anomaly Detection in the EtherCAT Network of a Power Station : Improving a Graph Convolutional Neural Network Framework

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

    Author : Niklas Barth; [2023]
    Keywords : Unsupervised Learning; Multivariate Time Series; Graph Convolutional Neural Networks; Anomaly Detection; Industrial Control System; EtherCAT; Power Station; Electricity Grid;

    Abstract : In this thesis, an anomaly detection framework is assessed and fine-tuned to detect and explain anomalies in a power station, where EtherCAT, an Industrial Control System, is employed for monitoring. The chosen framework is based on a previously published Graph Neural Network (GNN) model, utilizing attention mechanisms to capture complex relationships between diverse measurements within the EtherCAT system. READ MORE

  3. 7. Process and techno-economic analysis of a compact CO2 capture technology

    University essay from KTH/Energiprocesser

    Author : Nestor Salvador Palacios; [2023]
    Keywords : Carbon capture; CO2 capture cost; compact system; packed column; potassium carbonate; Kolavskiljning; CO2 fångskostnad; kompakt system; packad kolonn; kaliumkarbonat;

    Abstract : Den stora oron för de ökade växthusutsläppen och klimatförändringas effekter har uppmuntrat utvecklingen av åtgärder för att motverka de negativa konsekvenserna. En av de tekniker som har uppmärksammats under de senaste decennierna är kolavskiljningstekniken. READ MORE

  4. 8. Energy System Analysis of thermal, hydrogen and battery storage in the energy system of Sweden in 2045

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Poornima Sundarrajan; [2023]
    Keywords : VRES; Energy System Model; CEEP; Wind integration; Thermal Energy Storage; Hydrogen Storage; Heat Pumps; Electrolysers; VRES; Energisystemmodell; CEEP; Vindintegration; Värmeenergilagring; Vätgaslagring; Värmepumpar; Elektrolysörer;

    Abstract : Sweden has goals to reach net-zero emissions by 2045. Although electricity sector is almost fossil free, industry & transport still rely on fossil fuels. Ambitious initiatives such as HYBRIT, growth of EV market & expansion of wind power aim to expedite emission reduction. READ MORE

  5. 9. Techno-Economic Optimization and Control of Hybrid Energy Systems

    University essay from Linköpings universitet/Fordonssystem

    Author : Louise Calmered; Tanja Nyberg; [2023]
    Keywords : Hybrid Energy Systems; Optimization; Control Techniques; Peak Shaving; Energy Arbitrage; Ancillary Services;

    Abstract : The increasing demand for renewable energy sources to meet climate targets and reduce carbon emissions poses challenges to the power grid due to their intermittent nature. One potential solution to maintain grid stability is by implementing Hybrid Energy Systems (HESs) that incorporate a Battery Energy Storage System (BESS). READ MORE

  6. 10. Klimateffekterna av elektrobränsle för flyg

    University essay from SLU/Dept. of Energy and Technology

    Author : Jonatan Persson; [2023]
    Keywords : Livscykelanalys LCA ; växthusgaser; klimatförändringar; Carbon Capture and Utilization CCU ; flygindustrin; utsläppsminskningar; HySkies;

    Abstract : Kan elektrobränsle vara den nyckeln som flygindustrin behöver för att bekämpa klimatförändringarna? Detta arbete handlar om att utföra en livscykelanalys av elektrobränsle för att bedöma dess effektivitet som en hållbar lösning för att minska klimatpåverkan från flygindustrin. Elektrobränsle är en variant av hållbart flygbränsle, SAF (Sustainable Aviation Fuel). READ MORE