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  Development of network-wide traffic signal control algorithms to achieve stable network conditions for over-saturated traffic conditions


   Faculty of Environment

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Dr Ronghui Liu Prof S Shepherd  Applications accepted all year round  Competition Funded PhD Project (Students Worldwide)

About the Project

Traffic flows through an urban area are determined by drivers’ desires in terms of origin and destination and their choice of routes in response to perceived costs of using alternative routes. These costs can be thought of as a combination of time and distance with other influences such as restricted knowledge of the network and user preferences for certain route attributes e.g. avoid right turns or give-ways as much as possible. These costs are influenced by the flow on each route and in general the only way in which a traffic engineer can affect the costs is by the introduction of physical measures such as traffic calming or new capacity or by using the signalised junctions within an area to directly change the costs of using certain routes. This research is concerned with the use of responsive signal control systems and their use to optimise the traffic flows within a network.

Traffic signals have long been used at operational level as a tool to manage the conflicts in and balance the delays to traffic streams at individual intersections as well as at a network level. In contrast to this operational role, traffic signals have been recognised to have a strategic role in that they affect drivers’ long-term route choice in a network. Although there is much practical evidence at the operational level and some research experience at the strategic level, these two functions of traffic signals have to date not been integrated.

The aim of this research project is to develop network-wide traffic signal control systems which take into account of day-to-day variability (in demand and supply), of driver learning/adaptation, and of multi-class traffic flow conditions, and which produce stable network conditions and reduced in CO2 emissions in over-saturated conditions.

During the course of the research interactions and constraints on the sub-components of the algorithms forming the Urban Traffic Control framework will be investigated. These include the predictive model performance and implications of feedback errors, calibration issues, implementation of new objective functions, the effect of constraints and possibilities of including demand management as a strategic policy.

Funding Notes

This project is not linked to any specific funding however, applicants may apply to study on this project in conjunction with a studentship application; be employer sponsored; hold an international scholarship or by other means (ie self funding)

How to apply: http://www.its.leeds.ac.uk/courses/phd/funding/

References

Suggested reading, or email R Liu (r.liu@its.leeds.ac.uk) or S Shepherd (s.shepherd@its.leeds.ac.uk) for the papers:
1. Allsop, R E. and Charlesworth J.A. (1977). traffic in a signal controlled road network : an example of different signal timings inducing different routeings. Traffic Engineering and Control Vol 18 (5) pp 262-264.
2. Gartner, N.H.(1989). OPAC: Strategy for demand responsive decentralised traffic signal control. IFAC Control, Computers, Communications in Transportation, Paris, France 1989 pp 241-244.
3. Liu, R., van Vliet, D. and Watling, D. (2006) Microsimulation models incorporating both demand and supply dynamics. Transportation Research, 40A, 125-150.
4. Shepherd, S.P. (1994). Traffic control in over saturated conditions. Transport Reviews, Vol14, no 1, pp13 43. January 1994.

Where will I study?


Project supervisors

Career overview

Professor Ronghui Liu is a Professor of Networks and Transport Operations at the Institute for Transport Studies (ITS), University of Leeds. She received her Bachelor of Science degree from Peking University and her PhD from the University of Cambridge, specialising in Radio Astronomy. Prior to her current position, she was a Research Fellow at the Mullard Space Science Laboratory, University College London, from 1991 to 1993. In 2005, she was seconded to head the Transport Modelling Division at TRL, UK. Since 1994, she has been a Professor and Director of International Activities at ITS Leeds. Professor Liu has served as an Associate Editor for the IEEE Transaction on Intelligent Transportation Systems and has been a member of the Editorial Board for the IET Journal of Intelligent Transport. Her research encompasses various themes in transport studies, including vehicle dynamics, traffic microsimulation model development, traffic control theory, travel behaviour, public transport operations, and railway traffic management systems. She is particularly focused on the interrelationships between these themes and methodologies for estimating, designing, and evaluating their network-wide effects.


Research interests

Professor Ronghui Liu''s research interests encompass mathematical modelling, computer simulation, and optimisation of transportation systems. She focuses on traffic signal design, optimisation, and evaluation, as well as public transport reliability analysis and real-time control methods. Her work also includes management responses to weather impacts on transportation systems, railway traffic and network simulation, and the optimisation of train timetables and speed profiles. Professor Liu is involved in advanced topics such as ERTMS, ATO, DAS, Moving Block, and Virtual Coupling. Additionally, she has contributed to the development and application of traffic microsimulation and network modelling, particularly through the DRACULA model. Her research has been supported by various ongoing projects, including the EU Shift2Rail project ""OptiYard"" for optimised real-time yard and network management and a Royal Academy of Engineering project on energy-efficient automatic train operation.

View Professor Ronghui Liu's profile 
Career overview

Professor Simon Shepherd is the Institute Director and Head of School at the Institute for Transport Studies at the University of Leeds. He has been a Principal Research Fellow at the Institute since 1989, where he has developed significant expertise in transport modelling and policy design. Professor Shepherd obtained his PhD from the University of Leeds in 1994, focusing on applying state-space methods to traffic responsive signal control in over-saturated conditions. His professional journey began with a Diploma in Industrial Studies from Rolls-Royce Plc in 1986-1987, followed by a role as a Trainee Actuary at Bacon and Woodrow in 1988-1989. Throughout his career, Professor Shepherd has concentrated on modelling and policy optimisation, utilising detailed simulation models and strategic land use transport models. His recent research has centred on optimising road user charging schemes and examining competition between cities. He has employed system dynamics approaches in the transport sector, particularly regarding toll competition among private operators and the uptake of electric vehicles. He has been involved in the development of the MARS land use transport interaction model for over a decade, with a notable application for the Greater Jakarta Transport Authority to assist in their master planning process.


Research interests

Professor Shepherd''s research focuses on road pricing and network design problems, traffic signal control, and strategic land use transport interaction models. He has expertise in network assignment modelling and micro-simulation, as well as transport policy optimisation. His work includes applying system dynamics approaches in transport, particularly in areas such as toll competition between private operators and the uptake of electric vehicles. He has been involved in the development of MARS, a land use transport interaction model, for over ten years, with recent applications aiding the Greater Jakarta Transport Authority in their master planning process. Professor Shepherd is currently engaged in various research projects, including those aimed at decarbonising transport and enhancing urban mobility management.

View Prof. Simon Shepherd's profile