Essays about: "weather models"

Showing result 6 - 10 of 284 essays containing the words weather models.

  1. 6. CNN-LSTM architecture for predicting hazardous driving situations

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Noomi Lindblad; Stefani Platakidou; [2023-10-05]
    Keywords : Data science; Machine learning; LSTM; CNN; Vehicle data; Hazardous driving situation; Deep learning;

    Abstract : This study aims to investigate how a CNN-LSTM model can be used together with recorded vehicle data from trucks and external weather data in order to predict a hazardous driving situation. The dataset consists of three-second-long driving snippets from customer and development trucks registered within Europe. READ MORE

  3. 7. Staying Afloat - Examining the Resilience of the European Inland Waterway Transportation Industry in the Face of Climate Related Disruptions: A Policy and Resilience Analysis

    University essay from Göteborgs universitet/Graduate School

    Author : Linnea Ahlgren; Hibaakh Jamac; [2023-07-03]
    Keywords : Climate Change; Inland Waterway Transportation; Inland Barge Companies; Inland Ports; Policies and Initiatives; Adaptation; Extreme Weather;

    Abstract : Due to its lower emissions in comparison to other modes of transport, inland waterway transportation (IWT) has been increasingly considered a sustainable option by the European Union (EU), prompting a focus on transitioning towards it in recent years. However, the impact of climate change has led to a rise in extreme weather events, including floods and droughts, over the past few decades. READ MORE

  4. 8. Forecasting Volatility of Electricity Intraday Log Returns with Generalized Autoregressive Score Models

    University essay from Göteborgs universitet/Graduate School

    Author : Gustav Veres; Philip Ahlfridh; [2023-06-29]
    Keywords : ;

    Abstract : We forecast volatility of electricity intraday log returns with Generalized Autoregressive Score (GAS) models. We extend our GAS models with variables representing the difference between the public’s expectation of weather and energy load and the actual outcome using a restricted ARMA(4,4) model. READ MORE

  5. 9. Design of a 2-D Lattice Flower Constellation for Earth observation applying the twin satellite concept

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Julia Martín-Fuertes Brañas; [2023]
    Keywords : 2D Lattice Flower Constellation design; number of satellites; number of planes; revisit time; coverage; optimized constellation; target list; twin satellite concept; FreeFlyer; 2D Lattice Flower Constellation design; antal satelliter; antal plan; återbesökstid; täckning; optimerad konstellation; mållista; tvilling-satellit-koncept; FreeFlyer;

    Abstract : Events such as forest fires or floods are a danger to our Earth’s environment and the people living in it. The sooner they can be detected, the less damage they can cause. An idea arises: use satellites to monitor the Earth and relay information to prevention and rescue organizations in a very short time, regardless of accessibility from ground. READ MORE

  6. 10. Desiccant Dehumidifier Reactivation Stream : Unlocking Waste Heat Recovery Potential

    University essay from Umeå universitet/Institutionen för fysik

    Author : Fanny Bleckur; [2023]
    Keywords : ;

    Abstract : Northvolt is committed to developing the world’s greenest battery. To achieve this,energy-efficient production processes are essential and dehumidification is a crucial, yet energy-intensive, process for battery production. READ MORE