In light of the ongoing conflict between Russia and Ukraine, it is critical for China to analyze the spatio-temporal evolution features of the global energy trade pattern and the level of energy security. Based on the energy bilateral trade and socio-economic data of each country from 2016 to 2022, this paper establishes the world energy trade network, and energy security evaluation indexes from three dimensions of security of supply, security of use and social development environment, and utilizes the metabolic GM(1,1) model to simulate the world energy security pattern under the situation of non-outbreak of the Russian-Ukrainian conflict; and through the comparison of the actual situation, explore the impact of the Russian-Ukrainian conflict on world's energy security. The results shows: ① The world energy network has grown more consolidated since the start of the Russian-Ukrainian conflict, its connectivity has decreased over time. The energy trade network is more vulnerable to sporadic disruptions and less stable, but it is also more resilient against deliberate assaults. A monocentric "core-edge" structure, with the United States as the strong core and other nations developing in a balanced manner, characterizes the global energy trading network. ② Russia's energy exports have suffered tremendously; the export pattern gradually shows a "eastward" tendency toward the Asia-Pacific area. The degree of reliance on Russian energy has considerably dropped for Germany, Finland, and Poland as a result of the sanctions imposed on Russia; on the other hand, the level of reliance on Russian energy has increased for Hungary, India, and China as a result of the country's growing energy cooperation with Russia. ③ Asian countries are more obviously affected by the negative impact of the Russia-Ukraine conflict, and the danger has increased; the energy security level of the European region is developing positively; the African region, constrained by the conditions of its own economic development, is still the world's most dangerous region in terms of energy security; and North America, South America and Oceania, due to their long distance, are less affected by the Russia-Ukraine conflict. ④ Among the sub-dimensions, the "primary energy production-to-consumption ratio" indicator in the security of supply dimension has the greatest impact on energy security. The security of use dimension's indicator weights have been rising annually, meaning that the green transformation of energy sources is becoming more and more crucial for raising the level of energy security.