Network-Level Optimal Control for Public Bus Operation
Paper i proceeding, 2020

The paper presents modeling, control and analysis of an urban public transport network. First, a centralized system description is given, built up from the dynamics of individual buses and bus stops. Aiming to minimize three conflicting goals (equidistant headways, timetable adherence, and minimizing passenger waiting times), a reference tracking model predictive controller formulated based on the piecewise-affine system model. The closed-loop system is analyzed with three methods. Numerical simulations on a simple experimental network showed that the temporal evolution of headways and passenger numbers could maintain their periodicity with the help of velocity control. With the help of randomized simulation scenarios, sensitivity of the system is analyzed. Finally, infeasible regions for the bus network control was sought using by formulating an explicit model predictive controller.

optimization

Automatic control

Modeling and simulation of transportation systems

real-time operations in transportation

Författare

Balazs Varga

Tamas Peni

Balázs Adam Kulcsár

Chalmers, Elektroteknik, System- och reglerteknik, Reglerteknik

T. Tettamanti

IFAC-PapersOnLine

24058963 (eISSN)

IFAC World Congress 2020
Berlin, Germany,

Optimal energihantering för nätverk av elektrifierade bussar (OPNET)

Energimyndigheten, 2018-10-01 -- 2021-12-31.

Public transit shared mobility - connected and safe solutions

Chalmers, 2019-03-01 -- 2020-02-29.

Chalmers, 2020-03-01 -- 2021-03-01.

Styrkeområden

Transport

Ämneskategorier

Transportteknik och logistik

Inbäddad systemteknik

Reglerteknik

Mer information

Skapat

2020-06-16