人工智能技术在优化公共交通系统运营效率中的应用研究

摘要：该文聚焦人工智能技术在公共交通系统运营效率优化中的应用；探讨如何运用大数据分析、智能算法等手段，实现精准的客流预测、优化线路规划与车辆调度；分析人工智能技术在智能交通管理等方面的应用策略，旨在为提升公共交通运营效率提供新思路。

关键词：人工智能；公共交通；运营管理；运营效率

doi：10.3969/J.ISSN.1672-7274.2024.09.056

中图分类号：TP 18                 文献标志码：A            文章编码：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

在当今社会的快节奏背景下，公共交通系统作为城市运行的生命线，其运营效率直接关乎居民生活质量与城市发展的步伐。（剩余4426字）