Sökning: "PV Production Forecasting"

Hittade 5 uppsatser innehållade orden PV Production Forecasting.

  1. 1. Forecasting and¨Optimization Models for Integrated PV-ESS Systems: : A Case Study at KTH Live-In Lab

    Master-uppsats, KTH/Skolan för industriell teknik och management (ITM)

    Författare :Mariana Flor Lopes; [2023]
    Nyckelord :Photovoltaic-Energy Storage System; Artificial Neural Networks; Self-Consumption; Linear Optimization; Cost Reduction; Solfångare-energilagringssystem; artificiella neurala nätverk; självkonsumtion; linjär optimering; kostnadsminskning;

    Sammanfattning : With the ever-increasing adoption of renewable energy sources, the seamless integration of PV systems into existing grids becomes imperative. Therefore, this study investigates the integration of a PV-ESS system into sustainable urban living. LÄS MER

  3. 2. Machine Learning for Power Demand, Availability and Outage Forecasting for a Microgrid in Tezpur University-India

    Master-uppsats, Uppsala universitet/Institutionen för elektroteknik

    Författare :Veera Venkata Satya Surya Anil Babu Thumpala; [2021]
    Nyckelord :Machine Learning; Microgrid; Outage Forecasting; PV Production Forecasting; Energy Demand; Artificial Neural Network;

    Sammanfattning :  A sudden extreme change in the weather can result in significant impact onthe life system in the present-day scenario. A well-planned prediction for damage during extreme weather conditions can have minimal impact on the grid components and efficient response and recovery models. LÄS MER

  4. 3. Performance Evaluation of distributed Solar PV Installations

    Master-uppsats, KTH/Skolan för industriell teknik och management (ITM)

    Författare :MUHAMMAD AMMAR KHAN; FATIMA NAVEEN; [2020]
    Nyckelord :;

    Sammanfattning : Utilization of photovoltaic (PV) cells to generate electricity from solar energy is becoming an increasingly popular source of renewable energy in this era of energy transitions. Adoption of ingenious techniques to increase PV systems’ performance and with the arrival of data analytics for efficient management of energy systems, an opportunity of using statistical models to develop mechanisms for performance evaluation of distributed Solar PV systems is present. LÄS MER

  5. 4. Optimering av lokalt likströmsnät : En fallstudie i att maximera utnyttjandet av ett energidelningsnät

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Elektricitetslära

    Författare :Erik Jonasson; [2020]
    Nyckelord :solceller; energidelning; batterilager; kontor; energidelningsnät;

    Sammanfattning : In this thesis, the usage of a local DC-grid for energy sharing is optimized. Expansion of existing PV facilities to increase energy production and implementation of an energy storage system is evaluated. LÄS MER

  7. 5. Optimization of a Household Battery Storage : The Value of Load Shift

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Fasta tillståndets fysik

    Författare :Christoffer Boström; [2016]
    Nyckelord :Battery Storage; Load Shift; Energy; Photovoltaic; Optimization; Solar Power; Spot Price; Peak Price; Electricity; Power Management; Smart Services;

    Sammanfattning : Sweden’s energy system is facing major changes in the near future in order to reducecarbon emissions and to switch to sustainable energy sources. PV systems havebecome a sensible alternative for homeowners that want to be a part of this changeand at the same time reduce the cost of their electricity bill. LÄS MER