Search results for " nonlinear black-box models"

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Nonlinear black-box models for short-term forecasting of air temperature in the town of Palermo

2011

Weather data are crucial to correctly design buildings and their heating and cooling systems and to assess their energy performances. In the intensely urbanized towns the effect of climatic parameters is further emphasized by the Urban Heat Island (UHI) phenomenon, known as the increase in the air temperature of urban areas, compared to the one measured in the extra-urban areas. The analysis of the heat island needs detailed local climate data which can be collected only by a dedicated weather monitoring system. The Department of Energy and Environmental Researches of the University of Palermo (Italy) has built up a weather monitoring system that works 24 hours per day and makes data availa…

urban heat island.Settore ING-IND/11 - Fisica Tecnica AmbientaleMeteorologyartificial neural networks nonlinear black-box models MLP temperature short-term forecastingTerm (time)Weather stationNonlinear systemBlack boxAir temperatureClimatologyWeather dataEnvironmental scienceUrban heat islandIntensity (heat transfer)
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