EV Driving Modes Dataset – Poços–SJBV (MG–SP), 2023–2024)

A dataset of electric vehicle telemetry data. This dataset was collected in October 2023, from a JAC IEV40 electric vehicle and presented in dos-Reis, M., Frison, C. I., Teixeira, F. C., & Marques-Neto, H. T. (2024). Using Electric Vehicle Driver’s Driving Mode for Trip Planning and Routing. Journal of Internet Services and Applications, 15(1), 410–423. https://doi.org/10.5753/jisa.2024.3805. We made nine trips, with nine different drivers, with the same route. We started in Poços de Caldas, MG, Brazil, went to São João da Boa Vista, SP, Brazil and returned to Poços de Caldas. The trips with drivers #6 and #9 had interruption in the data transmission, resulting in loss of data, thus those trips are incomplete. The features we collect are: id: unique identification of the data COND: driver number LAT: latitude LON: longitude ALT: altitude, in meters AX,AY,AZ: accelerometer (X, Y and Z axis), 2048 LSB/g GX,GY,GZ: gyroscope (X, Y and Z axis), 16.4 LSB/(º/s) Y,M,D,H,MIN,SEC: timestamp of the GPS, UTC CH: battery charge, in percentage VOL: voltage CUR: electric current SPD: instantaneous velocity, in kilometers/hour ODO: odometer, in kilometers BRK: break pedal tilt ACC: accelerator pedal tilt AUT: indicated autonomy, in kilometers ECO: economy mode (0 - inactive, 192 - active) AIR: air conditioning (0 - off, 2 - on)