Listar por tema "Forecasting"
Mostrando ítems 1-6 de 6
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A time-series forecasting performance comparison for neural networks with state space and ARIMA models
(IEOM Society InternationalUnited States, 2020)This research focuses on the development of an automated forecasting procedure that implement State Space (SS), Auto Regressive Integrated Moving Average (ARIMA), and Neural Networks (NN) to identify the best forecasting ... -
An analysis of electricity generation with renewable resources in Germany
(Corporación Universidad de la Costa, 2020)Germany has an experience of renewable energy policies that encourages their usage, achieving technological migration and the redesign of its power generation matrix, achieving 112 GW of renewable resources at 2017. The ... -
Caracterización del estado actual de la generación de seguridad en la región caribe colombiana
(Corporación Universidad de la CostaIngeniería Eléctrica, 2020)Security Generation (SG) is defined by CREG 015 of 2018 as the imposed generation required to supply the restrictions of the National Interconnected System (SIN) and operational areas, these restrictions are associated to ... -
Determination of models of simple regression and multivariate analysis for the forecast of the electricity price in Colombia at 2030
(International Journal of Energy Economics and Policy, 2018)The electricity price in Colombia responds to demographic, economic, climatic changes, among others, that generate uncertainty and therefore risks in the electric production. Considering that the decision-making process ... -
Forecast of the demand for hourly electric energy by artificial neural networks
(Corporación Universidad de la Costa, 2020)Obtaining an accurate forecast of the energy demand is fundamental to support the several decision processes of the electricity service agents in a country. For market operators, a greater precision in the short-term load ... -
Forecasting and communication key elements for low-cost fluvial flooding early warning system in urban areas
(2021)Fluvial flooding occurs when a river overspills its banks due to excessive rainfall, and it is the most common flood event. In urban areas, the increment of urbanization makes communities more susceptible ...