Year-ahead Ambient Temperature Forecasting in Pharmaceutical Transport Lanes Thermal Conditions

Autor: Annabel P.B. van den Berg, Lotte R. Bootsma, Thomas. F.A. Bovenberg, A. Rosa Moerbeek, Eelco de Jong, Sergey Khalil, Thomas Koch, Elenna R. Dugundji

Publikováno v: Procedia Computer Science, 201(C), 255-264. Elsevier BV
Van Den Berg, A P B, Bootsma, L R, Bovenber, T F A, Moerbeek, A R, De Jong, E, Khalil, S, Koch, T & Dugundji, E R 2022, ' Year-ahead Ambient Temperature Forecasting in Pharmaceutical Transport Lanes Thermal Conditions ', Procedia Computer Science, vol. 201, no. C, pp. 255-264 . https://doi.org/10.1016/j.procs.2022.03.035

This research aims to predict year-ahead ambient temperature aggregated at monthly level per hour on airport locations using historical temperature data. In this research, an Extreme gradient boosting regression model, LSTM model and the benchmark mo

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https://research.vu.nl/en/publications/2d7bc877-b5ec-418b-bfb3-7a263027f55f