Comprehensive experimental experiments have led researchers like Huang et al. (2023) to approximate the connection involving shale energy parameters and humidity articles using a linear design. In the meantime, the connection involving elastic modulus and humidity articles follows an exponential sample. Also, scientists like Ma (2015) experienced utilized common Successfully Submitted (Awaiting Approval)