1 Introduction China has huge reserves of unconventional oil and gas resources. For example, shale gas and tight oil have become important strategic resources, escorting the country's energy security [1]. Among them, hydraulic fracturing technology is the core means of unconventional oil and gas resources such as economical and efficient shale gas and tight oil [2], and the performance of proppant directly determines the production capacity of oil and gas wells [3].
