Abstract Shopping malls are crowded areas which makes the evacuation routes unable to meet personnel evacuation needs. Therefore. this paper proposes the idea of using escalators evacuation to increasing evacuation routes. In addition. https://wiwaaotn4t5i.collectblogs.com/79711637/a-question-and-answering-service-of-typhoon-disasters-based-on-the-t5-large-language-model