Essays about: "weather deviations"

Showing result 1 - 5 of 7 essays containing the words weather deviations.

1. 1. Wildfire growth modelling in Sweden - a suitability assessment of available data

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Henrik Hagelin; [2023]
   Keywords : Geography; GIS; Geographic Information Science; Physical geography; Prometheus; WiSE-FASS; The 2014 Västmanland wildfire; Wildfire growth modelling; Wildfire suppression support; Wildfire behaviour; MESAN; Earth and Environmental Sciences;

   Abstract : Wildfires are worldwide problems that stress societies by damaging their economies and they cause serious, sometimes fatal, health implications among the populations. In recent years, the rate of wildfire occurrence has increased as the global average temperature has risen. Because of global climate change, this rate is expected to continue rising. READ MORE

3. 2. Normalization of Cooling Demand in Buildings, development, and evaluation of methods

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Xingtong Wu; [2022]
   Keywords : ;

   Abstract : Because of the increasing demand for indoor thermal comfort and the better insulation performance of building envelopes, cooling demand is an increasingly important part of building energy consumption despite the cold climate in Stockholm. Finding a way to normalize cooling demand to climatic conditions will help better energy audits to improve the building performance to achieve energy-saving. READ MORE

4. 3. Multivariate Short-term Electricity Load Forecasting with Deep Learning and exogenous covariates

   University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

   Author : Nordström Oscar; [2021]
   Keywords : Machine learning; Time series; Deep learning; Forecasting; Short-term electricity load forecasting; Artificial Neural Network;

   Abstract : Maintaining the electricity balance between supply and demand is a challenge for electricity suppliers. If there is an under or overproduction, it entails financial costs and affects consumers and the climate. To better understand how to maintain the balance, can the suppliers use short-term forecasts of electricity load. READ MORE

5. 4. Weighing Machine Learning Algorithms for Accounting RWISs Characteristics in METRo : A comparison of Random Forest, Deep Learning & kNN

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Jesper Landmér Pedersen; [2019]
   Keywords : machine learning; neural network; random forest; k-nearest neighbour; model of the environment and temperature of roads;

   Abstract : The numerical model to forecast road conditions, Model of the Environment and Temperature of Roads (METRo), laid the foundation of solving the energy balance and calculating the temperature evolution of roads. METRo does this by providing a numerical modelling system making use of Road Weather Information Stations (RWIS) and meteorological projections. READ MORE

6. 5. Correlating Local Weather Conditions with Cellular Network Performance Indicators

   University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

   Author : Olof Jacobson; [2016]
   Keywords : ;

   Abstract : In this thesis, the relationships between local weather and the performance of a cellular telecommunications network were investigated by means of data analysis. Models of the average daily cycles in the data were developed accounting for cyclic behaviour and seasonal trends. READ MORE