Essays about: "Multistep ahead forecast"

Found 2 essays containing the words Multistep ahead forecast.

  1. 1. Multivariate Time series Forecasting with applied Machine Learning on Electrical signals from High-Voltage Direct Current Equipment - Valve Cooling System

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Carolina Nilsson; [2022]
    Keywords : Machine Learning; LSTM; XGBoost; Forecast; HVDC; Valve Cooling System;

    Abstract : In a sustainable society, utilizing intermittent renewable power plants is an important building block for achieving green power production. However, the power production from these sources, e.g. READ MORE

  3. 2. Comparison of Lavenberg-Marquardt, Scaled Conjugate Gradient and Bayesian Regularization Backpropagation Algorithms for Multistep Ahead Wind Speed Forecasting Using Multilayer Perceptron Feedforward Neural Network

    University essay from Uppsala universitet/Institutionen för geovetenskaper

    Author : Orkhan Baghirli; [2015]
    Keywords : Multistep ahead forecast; wind speed forecast; backpropagation algorithms; neural networks;

    Abstract : Wind speed forecasting is critical for wind energy conversion systems since it greatly influences the issues such as scheduling of the power systems, and dynamic control of the wind turbines. Also, it plays an essential role for siting, sizing and improving the efficiency of wind power generation systems. READ MORE