基于站點換乘優(yōu)化算法的智能公交實時調(diào)度系統(tǒng)的研究與實現(xiàn)
[Abstract]:With the improvement of people's living standards and the rapid growth of urban scale and population, people pay more and more attention to the problem of urban traffic congestion, and public transport is the main component of urban public transport facilities. It plays an important role in the sharing of urban residents' travel demand. Therefore, improving the dispatching mode of public transport is one of the important ways to improve the utilization rate of public transport and solve the problem of urban traffic congestion. However, at present, there are some problems in the methods of public transportation scheduling in China, such as single dispatching form and lag of platform technology. Therefore, it is imperative to establish a comprehensive and perfect comprehensive bus dispatching platform through the combination of idea innovation and technology innovation. Through the analysis of the status quo of the domestic public transportation scheduling platform, it can be seen that although each bus dispatching platform is trying to improve its influence and the rationalization of the dispatching, However, in the actual operation process, due to the different conditions of passenger travel and road traffic, the public transport scheduling platform is unable to provide convenient services for more residents. However, in order to meet the needs of urban residents more reasonably, in the public transportation scheduling platform, the problem of vehicle station transfer becomes more and more important. Therefore, more vehicle encounter times become one of the current research hotspots. This paper describes how to ensure real-time communication between dispatcher and bus driver and how to ensure more vehicles meet at the station in order to facilitate passenger transfer. At the same time, a regional scheduling and transfer optimization model is established. The model considers the influence of vehicle stop time change on whether the two vehicles meet, and puts forward a station transfer optimization algorithm, which sets the vehicle stop time at the station as a variable. This variable is obtained by the GPS locator installed on the bus. By comparing the difference between the last vehicle and the previous one, the algorithm determines whether the two vehicles meet at the station, and takes the number of encounters and the total number of encounter stations as the objective function. By calculating the maximum of the total encounter number and the minimum value of the total encounter node, the optimal departure time of the vehicle on each line is determined. At the same time, the information push technology is used to push to the dispatcher and the corresponding bus driver in time, so that the total transfer time of passengers at the station is the shortest and the transfer cost is the least. The model is solved by the optimized station transfer algorithm. The experimental results show that the transfer algorithm can improve the transfer efficiency and bus service level and alleviate the congestion of urban public transport especially during the commuting period. At last, this paper makes several simulation experiments on several lines on the intelligent bus dispatching platform, and analyzes the experimental results. The results show that the algorithm can make more vehicles meet at the station, so it is more convenient for passengers to transfer.
【學(xué)位授予單位】:中國海洋大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2014
【分類號】:U491.17;U495;TP301.6
【參考文獻(xiàn)】
相關(guān)期刊論文 前10條
1 張國伍;北京市公共交通智能化調(diào)度管理系統(tǒng)的建設(shè)與開發(fā)[J];北方交通大學(xué)學(xué)報;1999年05期
2 陳茜,陳學(xué)武,王煒;城市智能公交中的信息采集與融合[J];城市公共交通;2003年05期
3 王琳;王蕾云;王潔琳;潘峰;;城市公交調(diào)度優(yōu)化模型及算法研究[J];城市公共交通;2010年10期
4 楊新苗,王煒,尹紅亮,武勇;公交調(diào)度峰值曲線的優(yōu)化方法[J];東南大學(xué)學(xué)報(自然科學(xué)版);2001年03期
5 李阜,陳小歐;Windows環(huán)境下的串口異步通信程序設(shè)計[J];電子技術(shù)應(yīng)用;1997年02期
6 楊曉光,周雪梅,臧華;基于ITS環(huán)境的公共汽車交通換乘時間最短調(diào)度問題研究[J];系統(tǒng)工程;2003年02期
7 張飛舟,晏磊,范躍祖,孫先仿;智能交通系統(tǒng)中的公交車輛動態(tài)調(diào)度研究[J];公路交通科技;2002年03期
8 李銘;李旭宏;;公交樞紐內(nèi)多線路車輛實時調(diào)度優(yōu)化方法研究[J];公路交通科技;2006年10期
9 孫文霞;宋倜;喬國會;;公交調(diào)度中發(fā)車間隔控制研究[J];河北工業(yè)大學(xué)學(xué)報;2007年02期
10 何勝學(xué);范炳全;嚴(yán)凌;;公交網(wǎng)絡(luò)最優(yōu)路徑的一種改進(jìn)求解算法[J];上海理工大學(xué)學(xué)報;2006年01期
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