FitDrive Vehicular Datasets Cycle 3 (C3: C3.1, C3.2 and C3.3) Naturalistic Driving

The C3 tests were conducted to collect naturalistic driving data. All three phases: C3.1, C3.2 and C3.3 gathered data for similar vehicular parameters, but the participating drivers and vehicles varied. In C3.1, 10 delivery van drivers participated, who were aged between 25 to 62 years. The data was collected on an average of 22 days from the naturalistic driving of the participant during their regular delivery work. During the experiment, vans from three different models were used: Fiat Ducato Maxi, Peugeot Boxer and Renault Master. The drivers were from two different delivery companies. One of the companies has working hours from 09:00 AM to 06:00 PM whereas the other company has working hours from 10:00 AM to 07:00 PM. The data collected in C3.2 and the experimental protocol are like the C3.1. The main difference lies in the participating drivers and the vehicle. Here, the participating drivers drive Heavy Good Vehicles (HGVs). Data from two participants were collected during C3.2: one drove a VOLVO truck, and another drove a SCANIA truck. Initially, C3.3 was commenced with the participation of four HGV drivers. However, the data from three out of four drivers were analysed for the PDBM. The excluded driver could not finish the entire test due to alcohol impaired accident that is out of the scope of the FitDrive experimentations during C3. The experimental protocol of C3.3 remained the same as the previous two phases of C3 with differences in terms of the driving hours of the participating drivers.