Essays about: "load prediction"

Showing result 11 - 15 of 116 essays containing the words load prediction.

  1. 11. Predictive control of fuel cell hybrid construction machines

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

    Author : Aniroodh Kumaraswamy; [2023]
    Keywords : Fuel cell; Construction Vehicle; Energy management; Optimization; Model Predictive Control; Load prediction; Bränslecell; Byggmaskiner; Energihanteringssystem; Optimeringsproblem; Modellprediktiv Reglering; Belastnings-estimering;

    Abstract : Sedan industriella revolutionen har hastigheten av global uppvärmning och föroreningar i miljön ökat betydligt. Företag i fordonsindustrin arbetar aktivt för att göra sina produkter mer hållbara genom att bland annat minska utsläppen, minimera användningen av icke-förnybara resurser samt att återvinna. READ MORE

  3. 12. Enhancing Comfort and Robustness in Hydronic Radiator Systems through Integration of Body Heat Predictions : A Study on a Novel LPV Controller

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

    Author : Fahim Pirmohamed; [2023]
    Keywords : Energy Efficiency; Hydronic Radiators; Linear Parameter-Varying Control; Gain-Scheduling; Occupancy Detection; Radiated Energy Estimation; Thermostatic Radiator Valves; Smart Heating Systems; Robustness; Energieffektivitet; Vattenburna Element; Linjär Parameterberoende Reglering; Gain-Scheduling; Detektering av Närvaro; Beräkning av Utstrålad Energi; Termostatiska Radiatorventiler; Smarta Värmesystem; Robusthet;

    Abstract : The quest to balance occupant comfort with energy efficiency is a key challenge in the field of heating systems, particularly for hydronic radiators. This study addresses this issue by investigating the integration of body heat predictions into a gain-scheduling controller for a hydronic radiator system. READ MORE

  4. 13. Hybrid Deep Learning Model for Cellular Network Traffic Prediction : Case Study using Telecom Time Series Data, Satellite Imagery, and Weather Data

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

    Author : Ali Shibli; [2022]
    Keywords : Cellular network traffic; multi-modal; satellite imagery; weather data; LSTM; CNN; time series; Trafic sur les réseaux cellulaires; multimodal; imagerie satellite; données météo; LSTM; CNN; séries temporelles; Förutsägelse av mobilnätstrafik; multimodal modell; satellitbilder; väderdata; LSTM; CNN; tidsseriein;

    Abstract : Cellular network traffic prediction is a critical challenge for communication providers, which is important for use cases such as traffic steering and base station resources management. Traditional prediction methods mostly rely on historical time-series data to predict traffic load, which often fail to model the real world and capture surrounding environment conditions. READ MORE

  5. 14. Study of Corner and Bathtub Attachments with Respect to Static Sizing

    University essay from Luleå tekniska universitet/Institutionen för teknikvetenskap och matematik

    Author : Linus Malm; [2022]
    Keywords : Applied Mechanics; Solid Mechanics; FEM; Static Strength; Abaqus; Fittings; Failure Modes;

    Abstract : This master thesis studied the possibilities of implementing new handbook methodologies for sizing of corner and bathtub attachments with respect to static strength.  Parametric studies of corner and bathtub attachments were performed in order to examine the effect of boundary conditions and vital dimensions with respect to static strength. READ MORE

  6. 15. Design and Implementation of Cellular Network Hotspot Forecast Using Graph Convolutional Neural Networks

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Adrià Correas I Grifoll; [2022]
    Keywords : ;

    Abstract : This project proposes a type of (Recurrent) Graph Neural Network (RGNN) to predict future hotspots in cellular network data. Current state-of-the-art algorithms process each antenna (celldata )’s in isolation, ignoring the performance of nearby cells and cell locations. READ MORE