Extensive experimental experiments have led scientists like Huang et al. (2023) to approximate the connection among shale power parameters and humidity information employing a linear design. Meanwhile, the connection amongst elastic modulus and moisture content follows an exponential sample. On top of that, researchers like Ma (2015) experienced us