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The temperature profile significantly influences the structural performance of asphalt pavement since it influences various mechanical parameters such as stiffness, strength, and fatigue life. The present study aims to achieve two main objectives. Firstly, to explore the potential of Machine Learning (ML) approaches in predicting asphalt pavement p...
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Context 1
... local stand-alone weather station is installed to record the weather parameters of the site location. The weather station measures ambient air temperature (T a ), relative humidity (RH), wind speed (FF), and solar radiation (SR). The measurement components of the weather station are shown in Fig. 2. The weather data is collected using an individual data logger connected to the central system controller. The sampling rate for weather data is 10 Hz, and the minimum, maximum, and average of weather parameters are logged with 1-minute time intervals and transferred to the main system control computer. Details of the weather station ...
