Essays about: "ensemble forecasts"

Showing result 11 - 15 of 19 essays containing the words ensemble forecasts.

  1. 11. TDNet : A Generative Model for Taxi Demand Prediction

    University essay from Linköpings universitet/Programvara och system

    Author : Gustav Svensk; [2019]
    Keywords : Taxi Demand; TDNet; WaveNet; Tree Parzen Estimator; Predictive Models; Convolutional Neural Networks; Time Series Forecasting; Traffic Forecasting; Sequence Learning Models;

    Abstract : Supplying the right amount of taxis in the right place at the right time is very important for taxi companies. In this paper, the machine learning model Taxi Demand Net (TDNet) is presented which predicts short-term taxi demand in different zones of a city. READ MORE

  3. 12. High resolution ensemble flood forecasting

    University essay from Lunds universitet/Avdelningen för Teknisk vattenresurslära

    Author : Cajsa-Lisa Ivarsson; [2019]
    Keywords : High-resolution; rainfall-runoff modelling; flood forecasting; HYPE; pluvial floods; Technology and Engineering;

    Abstract : The number and impacts of pluvial floods are likely to increase with the growth of our cities and as extreme weather is anticipated to intensify with climate change. Im- proved preparedness is needed which may be attained owing to recent development of high-resolution hydro-meteorological observations and forecasts as well as geographical data. READ MORE

  4. 13. Analysis and comparison of weather models for solar irradiance forecasts in Sweden

    University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Förbränningsfysik

    Author : Linus Falk; [2018]
    Keywords : meteorology; weather models; ensemble forecasts; solar irradiance; Physics and Astronomy;

    Abstract : Solar radiation is affected in a variety of different ways through the atmosphere and on its way down to the Earth’s surface. Clouds are the main factor in this attenuation of solar radiation, but aerosols, ozone and other different gases have a significant impact too. Understanding these processes is fundamental to solar forecasting. READ MORE

  5. 14. Evaluation of Seasonal Inflow Forecasting to Support Multipurpose Reservoir Management: A case study for the Upper Maule River Basin, Chile

    University essay from Lunds universitet/Avdelningen för Teknisk vattenresurslära

    Author : Johan Visser; [2017]
    Keywords : Seasonal Forecasting; Reservoir Management; Ensemble Streamflow Prediction; Downscaling; Maule; Earth and Environmental Sciences;

    Abstract : Seasonal hydrological forecasts of future streamflow volumes can provide water resources managers with valuable information to improve long-term water resources planning and water use efficiency. The latest generation of coupled ocean-atmosphere general circulation models provides an opportunity for the prediction of hydroclimatic variables (e.g. READ MORE

  6. 15. Online Regime Switching Vector Autoregression Incorporating Spatio-temporal Aspects for Short Term Wind Power Forecasting

    University essay from KTH/Elkraftteknik

    Author : Sean Gilleran; [2017]
    Keywords : ;

    Abstract : This master thesis examines short term wind power forecasting time series models focusing on regimes conditioned to meteorological conditions and the incorporation of spatio-temporal aspects. Novel regime switching autoregressive and vector autoregressive models are proposed, implemented in a .NET framework, and evaluated. READ MORE