Sökning: "account balance forecasting"

Visar resultat 1 - 5 av 6 uppsatser innehållade orden account balance forecasting.

1. 1. Forecasting checking account balance : Using supervised machine learning

   Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för systemteknik

   Författare :Martin Dannelind; [2022]
   Nyckelord :Time series forecasting; account balance forecasting; economic predicition; Python; GRU; LSTM; RNN; XGBoost; prophet; checking account;

   Sammanfattning : The introduction of open banking has made it possible for companies to build the next generation of applications based on transactional data. Enabling economic forecasts which private individuals can use to make responsible financial decisions. This project investigated forecasting account balances using supervised learning. LÄS MER

3. 2. Adding external factors in Time Series Forecasting : Case study: Ethereum price forecasting

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :José María Vera Barberán; [2020]
   Nyckelord :Time-series; Forecasting; Pattern-based models; ARIMA; LSTM; Tidsserier; Prognoser; Mönsterbaserade modeller; ARIMA; LSTM;

   Sammanfattning : The main thrust of time-series forecasting models in recent years has gone in the direction of pattern-based learning, in which the input variable for the models is a vector of past observations of the variable itself to predict. The most used models based on this traditional pattern-based approach are the autoregressive integrated moving average model (ARIMA) and long short-term memory neural networks (LSTM). LÄS MER

4. 3. Load Demand Forecasting : A case study for Greece

   Master-uppsats, Högskolan i Gävle/Energisystem och byggnadsteknik

   Författare :Sotirios-Ilias Tsivras; [2019]
   Nyckelord :ENTSO-E; Load Demand Curve; Spatial Load Forecasting; Python; Demand Side Management; Hellinikon Project; Non Interconnected Islands; Electric Vehicles; Renewable Energy Sources.;

   Sammanfattning : It is more than a fact that electrical energy is a main production factor of every economic activity. Since electrical power is not easy to store, it needs to be consumed as it is generated in order to keep a constant balance between supply and demand. LÄS MER

5. 4. Analysis of a Mid-size Industry LoadManagement Aggregator on the Swedish Nordic Control Market

   Master-uppsats, KTH/Industriella informations- och styrsystem

   Författare :Carl Petersson; [2013]
   Nyckelord :;

   Sammanfattning : The vast amount of research on the global climate are converging to more homogeneous results and it becomes commonly accepted that the scientists' warnings has to be taken into account. As a result, politicians set high goals for the penetration of \green electricity", trying to limit the global warming by phasing out fossil fueled power plants. LÄS MER

7. 5. Analysis of a Mid-size Industry Load Management Aggregator on the Swedish Nordic Control Market

   Master-uppsats, KTH/Industriella informations- och styrsystem

   Författare :Esther Candela; [2013]
   Nyckelord :;

   Sammanfattning : The vast amount of research on the global climate are converging to more homogeneous results and it becomes commonly accepted that the scientists' warnings has to be taken into account. As a result, politicians set high goals for the penetration of \green electricity", trying to limit the global warming by phasing out fossil fueled power plants. LÄS MER