Intensive experimental reports have led researchers like Huang et al. (2023) to approximate the relationship among shale power parameters and humidity content material employing a linear design. In the meantime, the relationship involving elastic modulus and dampness content follows an exponential pattern. On top of that, scientists like Ma (20