Hierarchical Control of Electric Bus Lines
Paper i proceeding, 2020

In this paper, we propose a hierarchical control strategy for a line of electric buses with the double objective of minimizing energy consumption and providing regular service to the passengers. The state-space model for the buses is formulated in space rather than in time, which alleviates the need for integer decision variables to capture their behavior at bus stops. This enables us to first assemble a fully-centralized multi-objective line problem in the continuous nonlinear optimization framework. It is then reassembled into a hierarchical structure with two levels of control in order to improve on scalability and reliability. This new supervisory structure consists of a centralized line level controller which handles the time headway regularity of the buses, and of decentralized bus level controllers which simultaneously manage the energy consumption of each individual bus. Our method demonstrates good battery energy savings and regularity performances when compared to a classical holding strategy.

Nonlinear and optimal automotive control

Hierarchical control

Modeling and simulation of transportation systems

Electric vehicles

Bus bunching

Headway regularity

Electric and solar vehicles

Optimal control

Public transport

Författare

Rémi Lacombe

Chalmers, Elektroteknik, System- och reglerteknik, Reglerteknik

Sebastien Gros

Norges teknisk-naturvitenskapelige universitet

Nikolce Murgovski

Chalmers, Elektroteknik, System- och reglerteknik, Mekatronik

Balázs Adam Kulcsár

Chalmers, Elektroteknik, System- och reglerteknik, Reglerteknik

IFAC-PapersOnLine

24058963 (eISSN)

Vol. 53 2 14179-14184

IFAC World Congress 2020
Berlin, Germany,

Optimal energihantering för nätverk av elektrifierade bussar (OPNET)

Energimyndigheten (46365-1), 2018-10-01 -- 2021-12-31.

Styrkeområden

Transport

Ämneskategorier

Beräkningsmatematik

Reglerteknik

Datorsystem

DOI

10.1016/j.ifacol.2020.12.1040

Mer information

Senast uppdaterat

2021-05-19