Table 4.

Kinetic parameters and experimental data for reaction network of the in-situ upgrading.

Kinetic coefficient	1/T (1/K)			Pre-exponential factor and activation energy		Statistical parameters
	0.001683 (593 K)	0.001605 (623 K)	0.001531 (653 K)	Pre-exponential factor (K0)	Activation energy (E)	Linear equation	Determination coefficient
Ln k1	− 6.74224	− 4.98936	− 3.10555	1.64676E+14	194,871.8	Y = − 23439X + 32.735	0.9976
Ln k2	− 8.79823	− 5.4059	− 3.61935	7.13704E+20	279,051.1	Y = − 33564X + 48.017	0.9779
Ln k3	− 8.62812	− 5.99547	− 3.55086	1.74944E+20	272,383.3	Y = − 32762X + 46.611	1
Ln k4	− 10.2265	− 7.58306	− 4.5469	2.02816E+22	304,176	Y = − 36586X + 51.364	0.9954
Ln k5	− 6.93	− 6.16582	− 4.02856	30,591,866,197	154,382.7	Y = − 18569X + 24.144	0.9157
Ln k6	− 12.4779	− 8.06931	− 6.09239	1.17395E+25	344,482.3	Y = − 41431X + 57.725	0.9648
Ln k8	− 12.6555	− 7.44219	− 5.85693	1.30369E+27	367,628.5	Y = − 44218X + 62.435	0.9283