Intensive experimental scientific studies have led researchers like Huang et al. (2023) to approximate the relationship involving shale power parameters and humidity material employing a linear design. Meanwhile, the relationship between elastic modulus and moisture content follows an exponential sample. On top of that, researchers like Ma (201