Abstract:In this study, we use the commensurability method, butterfly structure diagram method, commensurable structure, and autoregressive algorithm model to analyze the MS≥ 6.6 earthquakes in Pan-Tianshan Mountains since 1716. Combined with the symmetry of the epicenter location and focal depth, results show that the strong earthquakes in the study area have a good space-time symmetry. A MS≥ 6.6 earthquake is more likely to occur in Pan-Tianshan Mountains on years 2022-2023, especially in July 2023 (±1 month), and the epicenter is more likely to locate in the southwestern region of 80°E and 41°N. In this study, time symmetry and autoregressive model are used to improve the identification accuracy of the symmetry method and tendency analysis of strong earthquakes. The date is accurate to the month, advancing the judgment of strong earthquake tendency.