Abstract The voltage is unstable due to the influence of load demand and other factors. In order ensure stable operation power system, this paper proposes a method system stability margin prediction based on gradient lifting decision tree. On basis, sampling grid established by using data mining solved. combined with simulation curve grid, characteristics are analyzed, analyzed CNN model propos...