Title :
Monte Carlo Simulation on Effectiveness of Forecast System for Passengers Up and Down Buses
Author :
Dongping, Li ; Jing, Yuan ; Kefei, Yan ; Linjie, Chen
Author_Institution :
Sch. of Transp. Eng., Tongji Univ., Shanghai, China
Abstract :
In order to improve the operating speed of bus, the forecast system for passengers up and down buses (FS-PUDB) could be adopted to inform the bus drivers whether any passenger would get on or off at the next bus stop before stopping. When there is no passenger up and down, the bus can pass directly without stopping, increasing operating speed. Based on the stochastic theory, the paper gave the calculating methods for the probability of passengers up and down bus, and the operating efficiency under FS-PUDB. Monte Carlo simulation method was adopted to meet the system randomness. The example shows that, with the passenger flow 10 passengers per bus frequency with 6 staging stops, the operation efficiency of buses is to reduce the delay at bus stops 24.2s. The benefit is obvious. And the system efficiency presents declining curve by passengers flow, and would increase with the number increasing of bus stops, which provides the basis for the promotion application of FS-PUDB.
Keywords :
Monte Carlo methods; probability; random processes; road traffic; stochastic processes; transportation; Monte Carlo simulation; bus passengers; bus stop; forecast system; passenger flow; passenger probability; stochastic theory; system randomness; Delay; Frequency; Information technology; Intelligent transportation systems; Predictive models; Probability; Quality of service; Road transportation; Stochastic processes; Technology forecasting; Monte Carlo simulation; bus stop; efficiency; forecast system for passengers up and down bus; public transport;
Conference_Titel :
Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on
Conference_Location :
Nanchang
Print_ISBN :
978-0-7695-3859-4
DOI :
10.1109/IITA.2009.345