Abstract: To explore the moisture variation law of high oleic peanuts during hot air drying, hot air drying characteristics of various high oleic peanuts under different hot air temperatures (35, 40, 45, 50 ℃) and hot air velocities (0.5, 0.8, 1.1 m/s) were studied in this paper, and their drying processes were analyzed by Weibull distribution function. The results showed that the drying process of high oleic peanuts mainly reduced the rate of drying. Increasing hot air temperature and hot air velocity leads to a higher effective moisture diffusion coefficient for high oleic peanuts. In turn, accelerates drying rate and shortens drying time. Among all the peanuts, Shengyou 3 peanut has the fastest water diffusion rate and lowest activation energy, and the Weibull distribution function provided the most suitable fit for Shengyou 3. The scale parameter α decreases as hot air temperature and hot air velocity increase. Hot air temperature has a highly significant effect on α, while hot air velocity has a significant effect on α. The drying conditions have no significant effect on the shape parameter β. The increase in temperature promotes the decrease of enthalpy and entropy values, as well as the increase of Gibbs free energy, indicating that the drying process needs to absorb energy from the drying medium to proceed. The Weibull distribution function can be used to describe the hot air drying process of high oleic peanuts, providing a technical basis for the industrialization of high oleic peanut drying and laying a theoretical foundation.