The Use of a Machine Learning Method to Predict the Real-Time Link Travel Time of Open-Pit Trucks

Table 3

Preprocessed data for training the ML prediction models.

Date	Start time	Arrival time	Truck Id	Truck type
2017-03-01	16:23:20	16:26:57	202	BELAZ-L
2017-03-02	20:12:09	20:18:12	503	MT-86
Truck status	-axis start	-axis start	-axis arrival	-axis arrival
Run	1344	1188	2191	968
Run	2576	783	3095	327
Load status	Start node	Arrival node	Pressure; (100 Pa)	Wind speed; (m/s)
Empty	B	E	1002	1
Coal	G	H	999	0.6
Temperature; (°C)	Relative humidity; (%)	Precipitation; (mm)	Rain	Travel time; (hour:min:sec)
2	90	0	No	00:03:37
1	96	0	No	00:06:03