人工智能技術(shù)在優(yōu)化公共交通系統(tǒng)運(yùn)營(yíng)效率中的應(yīng)用研究

摘要：該文聚焦人工智能技術(shù)在公共交通系統(tǒng)運(yùn)營(yíng)效率優(yōu)化中的應(yīng)用；探討如何運(yùn)用大數(shù)據(jù)分析、智能算法等手段，實(shí)現(xiàn)精準(zhǔn)的客流預(yù)測(cè)、優(yōu)化線路規(guī)劃與車輛調(diào)度；分析人工智能技術(shù)在智能交通管理等方面的應(yīng)用策略，旨在為提升公共交通運(yùn)營(yíng)效率提供新思路。

關(guān)鍵詞：人工智能；公共交通；運(yùn)營(yíng)管理；運(yùn)營(yíng)效率

doi：10.3969/J.ISSN.1672-7274.2024.09.056

中圖分類號(hào)：TP 18                 文獻(xiàn)標(biāo)志碼：A            文章編碼：1672-7274（2024）09-0-03

Research on the Application of Artificial Intelligence Technology in Optimizing the Operational Efficiency of Public Transportation Systems

MENG Xin1， LV Haoran2

（1. Inner Mongolia Huangtaolaigai Coal Co.， Ltd.， Ordos 017000， China;

2. University of Illinois at Urbana-Champaign， Illinois 61820， USA）

Abstract： This paper focuses on the application of artificial intelligence technology in optimizing the operational efficiency of public transportation systems. It explores how to utilize big data analysis， intelligent algorithms， and other means to achieve accurate passenger flow prediction， optimize route planning， and vehicle scheduling. By analyzing application strategies of artificial intelligence technology in intelligent transportation management and other aspects， the paper aims to provide new insights for enhancing the operational efficiency of public transportation.

Keywords： artificial intelligence; public transportation; operation management; operational efficiency

0   引言

在當(dāng)今社會(huì)的快節(jié)奏背景下，公共交通系統(tǒng)作為城市運(yùn)行的生命線，其運(yùn)營(yíng)效率直接關(guān)乎居民生活質(zhì)量與城市發(fā)展的步伐。（剩余4426字）