Distributed Intelligence and Technology for Traffic and Mobility Management

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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

Data management plan

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

Pubblicazioni

Democratizing traffic control in smart cities

Autori: Marcin Korecki, Damian Dailisan, Joshua Yang, Dirk Helbing
Pubblicato in: Transportation Research Part C: Emerging Technologies, Numero 160, 2024, Pagina/e 104511, ISSN 0968-090X
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2024.104511

Multi-modal Generalized Bathtub with Tradable Credit Scheme

Autori: L. Balzer,M. Ameli, L. Leclercq, J.-P. Lebacque
Pubblicato in: Transportaion Research Part C, 2023, ISSN 0968-090X
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2023.104061

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

Autori: Jiajie Yu, Pierre-Antoine Laharotte, Yu Han, Ludovic Leclercq
Pubblicato in: Transportation Research Part C: Emerging Technologies, Numero 154, 2024, Pagina/e 104281, ISSN 0968-090X
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2023.104281

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

Autori: C. Iliopoulou, K. Kepaptsoglou, E. Vlahogianni
Pubblicato in: IEEE Intelligent Transportation Systems Magazine, 2022, ISSN 1939-1390
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mits.2022.3203573

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

Autori: Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Pubblicato in: Transportation Research Part C: Emerging Technologies, 2024, Pagina/e 104717, ISSN 0968-090X
Editore: 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

Autori: L. Balzer, L. Leclercq
Pubblicato in: Transportation Research Part C, 2023, ISSN 0968-090X
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2022.103642

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

Autori: Cesare Carissimo
Pubblicato in: IEEE Access, Numero 12, 2024, Pagina/e 15984-15996, ISSN 2169-3536
Editore: 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

Autori: Caio Vitor Beojone, Nikolas Geroliminis
Pubblicato in: Transportation Research Part C: Emerging Technologies, Numero 157, 2024, Pagina/e 104375, ISSN 0968-090X
Editore: 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

Autori: Mélanie Cortina; Nicolas Chiabaut; Ludovic Leclercq
Pubblicato in: Tranportation Research Part A, Numero 1, 2023, ISSN 0965-8564
Editore: 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

Autori: Marcin Korecki, Damian Dailisan, Dirk Helbing
Pubblicato in: IEEE Access, Numero 11, 2024, Pagina/e 36504-36515, ISSN 2169-3536
Editore: 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

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

Modal dynamic equilibrium under different demand management schemes

Autori: L. Balzer, L. Leclercq
Pubblicato in: Transportation, 2022, ISSN 0049-4488
Editore: Kluwer Academic Publishers
DOI: 10.1007/s11116-022-10338-0

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

Autori: Maryia Hryhoryeva, Ludovic Leclercq
Pubblicato in: Transportation Research Record: Journal of the Transportation Research Board, Numero 2678, 2023, Pagina/e 439-459, ISSN 0361-1981
Editore: US National Research Council
DOI: 10.1177/03611981231171155

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

Autori: Caio Vitor Beojone, Nikolas Geroliminis
Pubblicato in: Transportation Research Part B: Methodological, Numero 177, 2023, Pagina/e 102821, ISSN 0191-2615
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.trb.2023.102821

Trading activity and market liquidity in tradable mobility credit schemes

Autori: Philipp Servatius, Allister Loder, Jesper Provoost, Louis Balzer, Oded Cats, Ludovic Leclercq, Serge Hoogendoorn, Klaus Bogenberger
Pubblicato in: Transportation Research Interdisciplinary Perspectives, Numero 22, 2024, Pagina/e 100970, ISSN 2590-1982
Editore: elsevier
DOI: 10.1016/j.trip.2023.100970

Tailored priority allocation in the bottleneck model with general user heterogeneity

Autori: Zhenyu Yang, André de Palma, Nikolas Geroliminis
Pubblicato in: Transportation Research Part B: Methodological, Numero 190, 2024, Pagina/e 103093, ISSN 0191-2615
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.trb.2024.103093

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

Autori: Serok, N., Havlin, S. & Blumenfeld Lieberthal, E.
Pubblicato in: Scientific Reports, 2022, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-022-17404-8

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

Autori: Louis Balzer
Pubblicato in: 2023
Editore: ENTPE

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

Autori: Mélanie, Cortina
Pubblicato in: 2024
Editore: ENTPE

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

Autori: Maryia, Hryhoryeva
Pubblicato in: 2024
Editore: ENTPE

Modeling and Optimization of Ridesplitting Operations

Autori: Caio Vitor Beojone
Pubblicato in: 2023
Editore: EPFL
DOI: 10.5075/epfl-thesis-10017

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

Autori: Caio Vitor Beojone, Nikolas Geroliminis
Pubblicato in: TRB Transportation Research Board 102nd Annual Meeting, 2023
Editore: TRB Annual Meeting

Multi-actor fair cooperation: A reality or fallacy?

Autori: C6. Hryhoryeva, M., Katzilieris, K., Fafoutellis, P., Leclercq, L., Vlahogianni, E.I.
Pubblicato in: TRA 2022 Conference, 2022
Editore: Lisbon University

Tailored Priority Allocation in the Bottleneck Model with General User Heterogeneity

Autori: Yang, Zhenyu; de Palma, André; Geroliminis, Nikolas
Pubblicato in: 23rd Swiss Transport Research Conference (STRC), 2023
Editore: STRC

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

Autori: C4. Balzer, L., Provoost, J., Leclercq, L., Cats, O.
Pubblicato in: TRA 2022 conference, 2022
Editore: Lisbon University

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

Autori: Hryhoryeva, M., Leclercq, L.
Pubblicato in: TRB 2023, 2023
Editore: TRB

Dynamic Two-Level Optimization for Ride-Sourcing Vehicle Dispatch

Autori: Minru Wang, Nikolas Geroliminis
Pubblicato in: Swiss OR Days 2024, 2024
Editore: The 20th Swiss Operations Research Days

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

Autori: Jin, Z., Tsitsokas, D., Geroliminis, N., Leclercq, L.
Pubblicato in: TRB 2024, 2024
Editore: TRB

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

Autori: Seppecher, M., Leclercq, L.
Pubblicato in: HEART 2023, 2023
Editore: ETHZ

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

Autori: Cortina M., Chiabaut N., Leclercq L
Pubblicato in: TRB 2023, 2023
Editore: TRB

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

Autori: Balzer, L., Leclercq, L.
Pubblicato in: 101st Transportation Research Board Annual Meeting (TRB), January 9-14, Washington DC, (USA),, 2022
Editore: 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

Autori: Yu, J., Laharotte, P-A., Leclercq, L.,
Pubblicato in: TRB 2023, 2023
Editore: TRB

Tailored Priority Allocation in the Bottleneck Model with General User Heterogeneity

Autori: Yang, Zhenyu; de Palma, André; Geroliminis, Nikolas
Pubblicato in: The 27th International Conference of Hong Kong Society for Transportation Studies, 2023
Editore: Hong Kong Society for Transportation Studies

Mode share equilibrium with tradable credit scheme over different time cycles

Autori: Balzer, L., Leclercq, L.,
Pubblicato in: TRISTAN 2022 Conference, 2022
Editore: Univ Eiffel

Promoting complementarity between micromobility services and public transportation in Amsterdam

Autori: Balzer, L., Leclercq, L.,
Pubblicato in: HEART 2024, 2024
Editore: Alto University

Ride-sourcing fleet rebalancing with proactive and targeted pricing

Autori: Minru Wang, Nikolas Geroliminis
Pubblicato in: hEART 2022, 2022
Editore: hEART 2022: 10th Symposium of the European Association for Research in Transportation

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

Autori: Caio Vitor Beojone, Nikolas Geroliminis, Yafeng Yin
Pubblicato in: 11th Triennial Symposium on Transportation Analysis conference (TRISTAN XI), 2022
Editore: TRISTAN

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

Autori: Balzer, L., Leclercq, L.
Pubblicato in: TRA 2022 conference, 2022
Editore: 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.

Autori: Balzer, L., Leclercq, L.
Pubblicato in: TRB 2024, 2024
Editore: TRB

Dynamic Ride-Sourcing Optimization through Spatially Aggregated Flow Maximization

Autori: Minru Wang, Nikolas Geroliminis
Pubblicato in: TRB 2024, 2024
Editore: TRB Annual Meeting 2024

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

Autori: Jin, Z., Geroliminis, N., Leclercq, L.
Pubblicato in: MFTS 2024, 2024
Editore: Technion

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

Autori: Balzer, L., Leclercq, L.,
Pubblicato in: HEART 2023, 2023
Editore: ETHZ

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

Autori: Seppecher, M., Leclercq, L
Pubblicato in: TRB 2024, 2024
Editore: TRB

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

Autori: Balzer, L., Ameli, M., Leclercq, L., Lebacque, J-P.
Pubblicato in: TRB 2023, 2023
Editore: TRB

Tradable Credit Scheme for Multimodal Urban Networks

Autori: Balzer, L., Ameli, M., Leclercq, L., Lebacque, J-P.
Pubblicato in: MFTS 2022, 2022
Editore: Dresden

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

Autori: Hryhoryeva, M., Leclercq, L.,
Pubblicato in: Heart 2024, 2024
Editore: Aalto

A decentralised auctioning scheme for proactive ride-hailing fleet rebalancing

Autori: Seppecher, M., Leclercq, L.,
Pubblicato in: ISTDM 2023, 2023
Editore: JRC

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

Autori: Seppecher, M., Leclercq, L.,
Pubblicato in: TRB 2023, 2023
Editore: TRB

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

Autori: Yang, Zhenyu; Geroliminis, Nikolas
Pubblicato in: The 103rd Transportation Research Board Annual Meeting, 2024, Pagina/e https://annualmeeting.mytrb.org/OnlineProgramArchive/Details/21322
Editore: TRB

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

Autori: Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Pubblicato in: TRB Transportation Research Board 103d Annual Meeting, 2024
Editore: TRB Annual Meering

Mode share equilibrium with tradable credit scheme and license plate rationing

Autori: Balzer, L., Leclercq, L.
Pubblicato in: hEART conference 2022, 2022
Editore: KU Leuven

A Two-Layer Approach for Rebalancing Ride-Hailing Vehicles

Autori: Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Pubblicato in: 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Numero 2211, 2024, Pagina/e 2460-2465
Editore: IEEE
DOI: 10.1109/itsc57777.2023.10422674

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