Distributed Intelligence and Technology for Traffic and Mobility Management

Informations projet

DIT4TraM

N° de convention de subvention: 953783

DOI

10.3030/953783

Projet clôturé

Date de signature de la CE 22 Avril 2021

Date de début 1 Septembre 2021

Date de fin 31 Août 2024

Financé au titre de

• SOCIETAL CHALLENGES - Smart, Green And Integrated Transport

Coût total

€ 4 997 171,36

Contribution de l’UE

€ 4 997 122,00

Coordonné par

TECHNISCHE UNIVERSITEIT DELFT
Netherlands

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (35)

Fair cooperation schemes in real-time

Report on the fair cooperation schemes based on dynamic space sharing with control-strategies in real-time management.The report submitted at M24 is an intermediary version. A final version is to be submitted at M33.

Business Model and Rollout Recommendations

A report detailing the organizational framework and business models from DIT4TraM.

Impact assessment framework

The framework to be used for impact assessment of the simulations pilots related to the DIT4TraM solution and applicationsThis report is an intermediary version A final version is to be submitted at M30

Critical bottleneck identification methods and algorithms

Reports outputs from task 3.2, and discusses how the global multimodal mobility is influenced by the methods.

Antifragile methodology for flexible handling of disruptions

D1.5 covers Task 1.5 and reports an algorithmic approach to achieve anti-fragility in disruption scenarios.

Computationally efficient methods for incentive mechanisms

Report on Task 23 a theoretical and algorithmic description of the methods that can improve the computational efficiency of solving the optimization problems present in incentive mechanisms

Communication and dissemination - intermediate

Summarizes the results of the project dissemination and communication activities after phase 1 (1,5 year) of the project.

Incentive mechanism for the Bordeaux pilot

Report on Task 22 the specification of the theory and algorithm developed for the Bordeaux pilot and simulation results

Self-organization and complex adaptive systems methodologies

D1.4 covers Task 1.4 and reports an algorithmic approach to achieve multiple traffic-related goals simultaneously.

Dissemination and communication strategy and plan

Includes the communication dissemination and liaison plan of the project including the plan for the stakeholders engagement activities related to collaboration with other projects and workshops organized to discuss disseminate and demonstrate results

Generic incentive-based, multimodal, policy-oriented local traffic management system

This report presents the generalised framework on incentive mechanisms and simulation results.

Trading schemes towards generic mobility services

Document reporting on design of approach (and sub-variants), including functional specifications, designed in Task 4.2Report at M18 is an intermediary version. An updated version is to be submitted at M24.

Dissemination toolkit containing design

It will describe and present the project brand identity and material the leaflet posters rollup newsletters videos website and social media accounts

PhD course, professional training programme, MOOC

Design and training courses and material based on DIT4TraM knowledge and innovation assets, for PhD and practitioners.

Methodologies based on network science for evaluating and improving urban traffic

D1.2 covers Task 1.2 and reports an algorithmic approach for the adaptation/self-calibration of computer agents.

DIT4TraM simulation framework for network optimisation - Final edition

Report presents and demonstrates a simulation framework performance, as a component of an operational system, with the simulation of the co-created use cases and management strategies under various scenarios.This report is the final version of D6.3.

DIT4TraM pilot areas activities - Final version

Report summarizing demonstration and simulation results of DNTM in urban and interurban networks, under various scenarios.

Self-adaptive, self-calibrating methodologies for smart, learning agents in traffic modelling, coordination, and control

D1.3 covers Task 1.3 and reports a network-/ percolation-theoretical formalism to determine the suitable modelling granularity.

Recommendations and lessons learned for DIT4TraM solutions scale up

Report presenting, evaluating and comparing the results obtained from pilots and virtual demonstrators, elaborating on the findings for scale up and acceptability of solutions.

Generalizability, transferability and scalability of DIT4TraM solutions

A report which discusses the generalizability, transferability and scalability of DIT4TraM solutions.This report is an intermediary version. A final version is to be submitted at M36.

State of the art of incentive mechanisms for cooperative connected traffic

Report on the state of the art in incentive mechanisms for traffic management covered by Task 21

Evaluation of trading schemes

Report and demonstration that shows cross-comparison results of various auctioning schemes from task 4.3 evaluated with simulation in Amsterdam North use case.

Benefits of a distributed approach to mobility management, and preconditions for its effectiveness

D11 Benefits of a distributed approach to mobility management and preconditions for its effectiveness EPFL R PU M12 update M18 D11 reports an extended set of mathematicalformal relationships that allows one to overcome the problem known as Price of Anarchy Task 11

Travel permits prospects: state of the art and concepts

Report on outputs from Task 4.1, that includes SotA on pricing, and auctioning systems, methods, assess-ment, impacts and KPIs, and travel behaviour impacts, including selection of reference concepts.

DIT4TraM pilot areas activities - Initial version

Report presenting the activities that took place in each pilot area, elaborating on the engagement activities, use cases, pilot experiment setup and pilot monitoring procedures.This version represents the intermediary version. A final version is to be submitted at M30 (D7.3).

Routing of ride-sharing vehicles

Reports outputs from task 3.3, and describes the consistency with the simulations of task 5.2.

Short-term and long-term fair cooperation schemes towards social optimum

Report covers outputs from task 5.2, on the fair cooperation schemes for regulating mobility services in short-term, and task 5.3. about fair cooperation schemes for regulating multimodal mobility services and in particular avoiding long-term cannibalization of transit systems.The report submitted at M24 is an intermediary version. A final version will be submitted at M33.

Smart Infrastructure Readiness Index

Report detailing the methodology to estimate the Smart Infrastructure Readiness index and the results of its application to selected cities

The DIT4TraM DNTM system - Final edition

Report presents the final specifications of DIT4TraM system architecture, as an operational concept. This is the final version of D6.2.

Methods and KPIs for multimodal distributed control framework

Reports outputs from task 3.1, and presents methodologies to be integrated in the pilots.

DIT4TraM brochure publications for public audience

Includes 2 project publications for public audience, The Way Forward and Guidance for Practitioners, from Task 9.4.

Future traffic and mobility management system requirements and use cases

Report from stakeholders’ interviews on identified requirements and use cases that will lead to design of DNTM system.

Multi-scale optimisation of auctioning scheme

Report describes a multi-scale optimisation approach of auctioning schemes and application outcomes; it presents the outcomes of Task 4.4.

Multi-agent reinforcement learning framework for multi-class controllers

Reports outputs from task 3.4, and presents the algorithms that will be integrated in Athens pilot.

Multi-actor fair cooperation scheme analysis and design

Literature review report on fair cooperation schemes in multiactor settings including stakeholder current practice interviews

Open Research Data Pilot (1)

Data management plan

Report on procedures for making open data repository and accessibility conditions to any interested parties outside of consortium

Publications

Peer reviewed articles (17)

Democratizing traffic control in smart cities

Auteurs: Marcin Korecki, Damian Dailisan, Joshua Yang, Dirk Helbing
Publié dans: Transportation Research Part C: Emerging Technologies, Numéro 160, 2024, Page(s) 104511, ISSN 0968-090X
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2024.104511

Multi-modal Generalized Bathtub with Tradable Credit Scheme

Auteurs: L. Balzer,M. Ameli, L. Leclercq, J.-P. Lebacque
Publié dans: Transportaion Research Part C, 2023, ISSN 0968-090X
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2023.104061

Decentralized signal control for multi-modal traffic network: A deep reinforcement learning approach

Auteurs: Jiajie Yu, Pierre-Antoine Laharotte, Yu Han, Ludovic Leclercq
Publié dans: Transportation Research Part C: Emerging Technologies, Numéro 154, 2024, Page(s) 104281, ISSN 0968-090X
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2023.104281

A Survey on Market-Inspired Intersection Control Methods for Connected Vehicles

Auteurs: C. Iliopoulou, K. Kepaptsoglou, E. Vlahogianni
Publié dans: IEEE Intelligent Transportation Systems Magazine, 2022, ISSN 1939-1390
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mits.2022.3203573

A hierarchical control framework for vehicle repositioning in ride-hailing systems

Auteurs: Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Publié dans: Transportation Research Part C: Emerging Technologies, 2024, Page(s) 104717, ISSN 0968-090X
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2024.104717

Modal equilibrium of a tradable credit scheme with a trip-based MFD and logit-based decision-making

Auteurs: L. Balzer, L. Leclercq
Publié dans: Transportation Research Part C, 2023, ISSN 0968-090X
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2022.103642

Counter-Intuitive Effects of <i>Q</i>-Learning Exploration in a Congestion Dilemma

Auteurs: Cesare Carissimo
Publié dans: IEEE Access, Numéro 12, 2024, Page(s) 15984-15996, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3358608

Relocation incentives for ride-sourcing drivers with path-oriented revenue forecasting based on a Markov Chain model

Auteurs: Caio Vitor Beojone, Nikolas Geroliminis
Publié dans: Transportation Research Part C: Emerging Technologies, Numéro 157, 2024, Page(s) 104375, ISSN 0968-090X
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2023.104375

Fostering synergy between transit and Autonomous Mobility-on-Demand systems: A dynamic modeling approach for the morning commute problem

Auteurs: Mélanie Cortina; Nicolas Chiabaut; Ludovic Leclercq
Publié dans: Tranportation Research Part A, Numéro 1, 2023, ISSN 0965-8564
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.tra.2023.103638

How Well Do Reinforcement Learning Approaches Cope With Disruptions? The Case of Traffic Signal Control

Auteurs: Marcin Korecki, Damian Dailisan, Dirk Helbing
Publié dans: IEEE Access, Numéro 11, 2024, Page(s) 36504-36515, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3266644

Dynamic traffic-aware auction-based signal control under vehicle to infrastructure communication

Auteurs: Christina Iliopoulou, Emmanouil Kampitakis, Konstantinos Kepaptsoglou, Eleni I Vlahogianni
Publié dans: Physica A: Statistical Mechanics and its Applications, 2023, ISSN 0378-4371
Éditeur: Elsevier BV
DOI: 10.1016/j.physa.2022.128258

Modal dynamic equilibrium under different demand management schemes

Auteurs: L. Balzer, L. Leclercq
Publié dans: Transportation, 2022, ISSN 0049-4488
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s11116-022-10338-0

Competition in Ride-Hailing Service Operations: Impacts on Travel Distances and Service Performance

Auteurs: Maryia Hryhoryeva, Ludovic Leclercq
Publié dans: Transportation Research Record: Journal of the Transportation Research Board, Numéro 2678, 2023, Page(s) 439-459, ISSN 0361-1981
Éditeur: US National Research Council
DOI: 10.1177/03611981231171155

A dynamic multi-region MFD model for ride-sourcing with ridesplitting

Auteurs: Caio Vitor Beojone, Nikolas Geroliminis
Publié dans: Transportation Research Part B: Methodological, Numéro 177, 2023, Page(s) 102821, ISSN 0191-2615
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.trb.2023.102821

Trading activity and market liquidity in tradable mobility credit schemes

Auteurs: Philipp Servatius, Allister Loder, Jesper Provoost, Louis Balzer, Oded Cats, Ludovic Leclercq, Serge Hoogendoorn, Klaus Bogenberger
Publié dans: Transportation Research Interdisciplinary Perspectives, Numéro 22, 2024, Page(s) 100970, ISSN 2590-1982
Éditeur: elsevier
DOI: 10.1016/j.trip.2023.100970

Tailored priority allocation in the bottleneck model with general user heterogeneity

Auteurs: Zhenyu Yang, André de Palma, Nikolas Geroliminis
Publié dans: Transportation Research Part B: Methodological, Numéro 190, 2024, Page(s) 103093, ISSN 0191-2615
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.trb.2024.103093

Identification, cost evaluation, and prioritization of urban traffic congestions and their origin

Auteurs: Serok, N., Havlin, S. & Blumenfeld Lieberthal, E.
Publié dans: Scientific Reports, 2022, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-022-17404-8

Thesis and dissertations (4)

Dynamic mobility management at cordon level: evaluation of different pricing-based strategies

Auteurs: Louis Balzer
Publié dans: 2023
Éditeur: ENTPE

Fostering Synergy between Public Transportation and Autonomous Mobility on Demand: the Prospects of Regulation

Auteurs: Mélanie, Cortina
Publié dans: 2024
Éditeur: ENTPE

Fair cooperation schemes for urban mobility management in future multi- actor settings

Auteurs: Maryia, Hryhoryeva
Publié dans: 2024
Éditeur: ENTPE

Modeling and Optimization of Ridesplitting Operations

Auteurs: Caio Vitor Beojone
Publié dans: 2023
Éditeur: EPFL
DOI: 10.5075/epfl-thesis-10017

Conference proceedings (31)

Providing a Revenue-forecasting Information Scheme as an Incentive to Relocate Compliant Ride-Sourcing Drivers

Auteurs: Caio Vitor Beojone, Nikolas Geroliminis
Publié dans: TRB Transportation Research Board 102nd Annual Meeting, 2023
Éditeur: TRB Annual Meeting

Multi-actor fair cooperation: A reality or fallacy?

Auteurs: C6. Hryhoryeva, M., Katzilieris, K., Fafoutellis, P., Leclercq, L., Vlahogianni, E.I.
Publié dans: TRA 2022 Conference, 2022
Éditeur: Lisbon University

Tailored Priority Allocation in the Bottleneck Model with General User Heterogeneity

Auteurs: Yang, Zhenyu; de Palma, André; Geroliminis, Nikolas
Publié dans: 23rd Swiss Transport Research Conference (STRC), 2023
Éditeur: STRC

Tradable mobility credits and permits: state of the art and future research directions

Auteurs: C4. Balzer, L., Provoost, J., Leclercq, L., Cats, O.
Publié dans: TRA 2022 conference, 2022
Éditeur: Lisbon University

Competition in Ride-Hailing Service Operations: Impacts on Travel Distances and Network Performance

Auteurs: Hryhoryeva, M., Leclercq, L.
Publié dans: TRB 2023, 2023
Éditeur: TRB

Dynamic Two-Level Optimization for Ride-Sourcing Vehicle Dispatch

Auteurs: Minru Wang, Nikolas Geroliminis
Publié dans: Swiss OR Days 2024, 2024
Éditeur: The 20th Swiss Operations Research Days

A Bi-Level Method for Link Speed Estimation Based on Macroscopic Fundamental Diagram Using Deep Learning

Auteurs: Jin, Z., Tsitsokas, D., Geroliminis, N., Leclercq, L.
Publié dans: TRB 2024, 2024
Éditeur: TRB

An auctioning process for large-scale ride-hailing vehicles repositioning

Auteurs: Seppecher, M., Leclercq, L.
Publié dans: HEART 2023, 2023
Éditeur: ETHZ

An Assignment-Based Dispatching Heuristic For Agglomeration-Scale AMoD: Sensitivity Analysis Of The Demand Prediction Horizon On The Benefits For Supplier And Customer

Auteurs: Cortina M., Chiabaut N., Leclercq L
Publié dans: TRB 2023, 2023
Éditeur: TRB

Trip-based mfd model with tradable credit scheme: investigating modal equilibrium.

Auteurs: Balzer, L., Leclercq, L.
Publié dans: 101st Transportation Research Board Annual Meeting (TRB), January 9-14, Washington DC, (USA),, 2022
Éditeur: Transportation Research Board

Decentralized Traffic Signal Control with Deep Reinforcement Learning in a Multi-Modal Network: Seeking for a Trade-Off between Bus Service and Traffic Objectives

Auteurs: Yu, J., Laharotte, P-A., Leclercq, L.,
Publié dans: TRB 2023, 2023
Éditeur: TRB

Tailored Priority Allocation in the Bottleneck Model with General User Heterogeneity

Auteurs: Yang, Zhenyu; de Palma, André; Geroliminis, Nikolas
Publié dans: The 27th International Conference of Hong Kong Society for Transportation Studies, 2023
Éditeur: Hong Kong Society for Transportation Studies

Mode share equilibrium with tradable credit scheme over different time cycles

Auteurs: Balzer, L., Leclercq, L.,
Publié dans: TRISTAN 2022 Conference, 2022
Éditeur: Univ Eiffel

Promoting complementarity between micromobility services and public transportation in Amsterdam

Auteurs: Balzer, L., Leclercq, L.,
Publié dans: HEART 2024, 2024
Éditeur: Alto University

Ride-sourcing fleet rebalancing with proactive and targeted pricing

Auteurs: Minru Wang, Nikolas Geroliminis
Publié dans: hEART 2022, 2022
Éditeur: hEART 2022: 10th Symposium of the European Association for Research in Transportation

Repositioning ridesplitting vehicles through pricing: A two-region simulated study

Auteurs: Caio Vitor Beojone, Nikolas Geroliminis, Yafeng Yin
Publié dans: 11th Triennial Symposium on Transportation Analysis conference (TRISTAN XI), 2022
Éditeur: TRISTAN

Tradable credit scheme: an alternative to license plate rationing and congestion pricing to foster modal shift

Auteurs: Balzer, L., Leclercq, L.
Publié dans: TRA 2022 conference, 2022
Éditeur: Lisbon University

Fostering cooperation between public transport and on-demand services through tradable credits: a modeling framework based on the trip-based macroscopic fundamental diagram.

Auteurs: Balzer, L., Leclercq, L.
Publié dans: TRB 2024, 2024
Éditeur: TRB

Dynamic Ride-Sourcing Optimization through Spatially Aggregated Flow Maximization

Auteurs: Minru Wang, Nikolas Geroliminis
Publié dans: TRB 2024, 2024
Éditeur: TRB Annual Meeting 2024

Macroscopic Dynamic Lane Allocation for Ride-Sharing Vehicles: Incorporating Local Correction Factor

Auteurs: Jin, Z., Geroliminis, N., Leclercq, L.
Publié dans: MFTS 2024, 2024
Éditeur: Technion

Cooperation between Ride-Hailing and Public Transportation with Tradable Credit Schemes

Auteurs: Balzer, L., Leclercq, L.,
Publié dans: HEART 2023, 2023
Éditeur: ETHZ

Auction-based distributed ride-hailing rebalancing: the case study of Lyon, France

Auteurs: Seppecher, M., Leclercq, L
Publié dans: TRB 2024, 2024
Éditeur: TRB

Modeling Tradable Credit Scheme for Multimodal Urban Networks with Departure Time: a Bathtub Approach

Auteurs: Balzer, L., Ameli, M., Leclercq, L., Lebacque, J-P.
Publié dans: TRB 2023, 2023
Éditeur: TRB

Tradable Credit Scheme for Multimodal Urban Networks

Auteurs: Balzer, L., Ameli, M., Leclercq, L., Lebacque, J-P.
Publié dans: MFTS 2022, 2022
Éditeur: Dresden

Regulating Ride-Hailing Service Operations: Impact of Idle Distance Charge and Demand Distribution on Network Performance

Auteurs: Hryhoryeva, M., Leclercq, L.,
Publié dans: Heart 2024, 2024
Éditeur: Aalto

A decentralised auctioning scheme for proactive ride-hailing fleet rebalancing

Auteurs: Seppecher, M., Leclercq, L.,
Publié dans: ISTDM 2023, 2023
Éditeur: JRC

A Decentralised Auction-Based Framework for Rebalancing Ride-Hailing Fleets with Uncertain Request Probabilities

Auteurs: Seppecher, M., Leclercq, L.,
Publié dans: TRB 2023, 2023
Éditeur: TRB

Modeling and Regulating Competition Between Public Transit and Ridehailing with Geofencing Policy

Auteurs: Yang, Zhenyu; Geroliminis, Nikolas
Publié dans: The 103rd Transportation Research Board Annual Meeting, 2024, Page(s) https://annualmeeting.mytrb.org/OnlineProgramArchive/Details/21322
Éditeur: TRB

Integrating Regional Traffic Models for Ride-Hailing Systems in a Multi-Layer Repositioning Framework

Auteurs: Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Publié dans: TRB Transportation Research Board 103d Annual Meeting, 2024
Éditeur: TRB Annual Meering

Mode share equilibrium with tradable credit scheme and license plate rationing

Auteurs: Balzer, L., Leclercq, L.
Publié dans: hEART conference 2022, 2022
Éditeur: KU Leuven

A Two-Layer Approach for Rebalancing Ride-Hailing Vehicles

Auteurs: Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Publié dans: 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Numéro 2211, 2024, Page(s) 2460-2465
Éditeur: IEEE
DOI: 10.1109/itsc57777.2023.10422674