Essays about: "Storage forecasting"

Showing result 1 - 5 of 31 essays containing the words Storage forecasting.

  1. 1. Time Series Forecasting on Database Storage

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Pranav Patel; [2024]
    Keywords : Machine Learning; Time Series Forecasting; Prediction; Neural Networks; CNN; RNN; Database Storage;

    Abstract : Time Series Forecasting has become vital in various industries ranging from weather forecasting to business forecasting. There is a need to research database storage solutions for companies in order to optimize resource allocation, enhance decision making process and enable predictive data storage maintenance. READ MORE

  3. 2. Charging Towards Savings : How Utility Tariffs and Consumtion Profiles Impact the Profitability of BTM Battery Storage Systems

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

    Author : Daniel Aston; Gustav Lindström; [2023]
    Keywords : Battery Energy Storage System BESS ; Behind The Meter BTM ; Demand Side Management; Energy Arbitrage; Peak Shaving; Load Profile; Utility Tariff; Batterilagring; Bakom Mätaren; Efterfrågestyrning; Energiarbitrage; Peak Shaving; Konsumtionsprofil; Tariff;

    Abstract : Battery Storage Systems (BESS) installed Behind the Meter (BTM) can provide demand management services, reducing electricity costs and enhancing overall electricity system stability. BTM BESS can also imporve self-consumption obtained with distributed generation assets like solar photovoltaics. READ MORE

  4. 3. Development of an investment model for pumped storage hydropower

    University essay from Uppsala universitet/Elektricitetslära

    Author : Pontus Gustavsson; Eric Swanmark; [2023]
    Keywords : pumped storage hydropower; investment models; energy storage; grid balancing;

    Abstract : The energy market is evolving, with a prediction of heavily increased consumption and, consequently, increased production. In parallel, EU directives with targets prioritising fossil-free electricity production, reduction of greenhouse gas emissions and becoming climate neutral by 2050, poses a challenge for the current state of electricity production in the Nordics. READ MORE

  5. 4. 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

  6. 5. Food loss in perishable food supply chains : The case of Colombia

    University essay from Jönköping University/Internationella Handelshögskolan

    Author : Maja Törnqvist; Antonia Kesar; [2023]
    Keywords : Perishable Food Supply chain; Developing Countries; Sustainability; Food loss;

    Abstract : Background: Challenges with food loss in perishable food supply chains (PFSCs) indeveloping countries, such as Colombia, is an increasing problem. The PFSCs in developingcountries are characterized by high uncertainty and a dynamic environment. READ MORE