Ai-aided deCision tool for seamless mUltiModal nEtwork and traffic managemeNt

Información del proyecto

ACUMEN

Identificador del acuerdo de subvención: 101103808

DOI

10.3030/101103808

Proyecto cerrado

Fecha de la firma de la CE 24 Abril 2023

Fecha de inicio 1 Junio 2023

Fecha de finalización 31 Mayo 2026

Financiado con arreglo a

• Climate, Energy and Mobility

Coste total

€ 5 181 248,75

Aportación de la UE

€ 4 999 476,25

Coordinado por

AALTO KORKEAKOULUSAATIO SR
Finland

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Other (1)

Digital Twin general platform version 1

This deliverable will include the Generic platform Digital Twin. It refers to the interim reporting period. It will be produced in Task 5.4.

Documents, reports (5)

ACUMEN tools integration version 1

Deliverable 5.2 will present the integration of ACUMEN AI-based management and decision tools. This deliverable refers to the interim reporting period. It will be produced as part of Task 5.2.

DT Reference Architecture

Deliverable 5.1 will include the Digital Twin design guidelines and Reference Architecture Framework. The framework will evolve throughout the project, by design. This deliverable will be developed in the frame of Task 5.1.

Pilot reports and synthesis version 1

Deliverable 6.3 refers to the general overview and synthesis of pilot results from Tasks 6.2-6.5. Success and steps for further improvements will be incorporated. Lessons learnt will feed WP7. This deliverable refers to the interim reporting period and will be produced in Task 6.6.

Dissemination and communcation strategy version 2

This deliverable is the update of deliverable 7.1. It refers to the interim reporting period. It will be developed as part of Task 7.1.

Dissemination and communication strategy version 1

This deliverable includes the dissemination and communication plan of the project. This version refers to the early stages of the project. The plan will be updated during the project. It is developed as part of Task 7.1. It will include an initial framework for exploitation to be detailed in the D7.6 and D7.7.

Websites, patent fillings, videos etc. (1)

ACUMEN website

This deliverable refers to the project website. This website will serve as the main hub for offering information about the project activities and demonstrating outputs. This deliverable will be developed in Task 7.2.

Data Management Plan (2)

Data Management Plan version 2

This deliverable will include the content of the first update of D1.1. It will be produced in Task 1.2.

Data Management Plan version 1

The Data Management Plan will be developed to allow the enforcement of data management policy and ensure the proper present data management and future data processing. This deliverable will be produced in Task 1.2.

Publicaciones

Peer reviewed articles (6)

Assessing how ride-hailing rebalancing strategies improve the resilience of multi-modal transportation systems

Autores: Euntak Lee, Rim Slama, Ludovic Leclercq
Publicado en: Transportation Research Part C: Emerging Technologies, Edición 179, 2025, ISSN 0968-090X
Editor: Elsevier BV
DOI: 10.48550/ARXIV.2412.00276

Electric integrated demand-responsive transport services with capacitated charging stations, multiple depots, and customer rejections

Autores: Yumeng Fang, Tai-Yu Ma, Francesco Viti
Publicado en: Multimodal Transportation, Edición 5/3, 2026, ISSN 2772-5863
Editor: Elsevier
DOI: 10.1016/J.MULTRA.2026.100312

A New Perspective on Urban Mobility Through Large-Scale Drone Experiments for Smarter, Sustainable Cities

Autores: Manos Barmpounakis, Jasso Espadaler-Clapés, Dimitrios Tsitsokas, Taylor Mordan, Nikolas Geroliminis
Publicado en: Drones, Edición 9/9, 2025, ISSN 2504-446X
Editor: MDPI
DOI: 10.3390/DRONES9090637

Contemporary development directions for urban digital twins

Autores: J.-P. Virtanen; J.-P. Virtanen; J. Alander; H. Ponto; V. Santala; R. Martijnse-Hartikka; A. Andra; T. Sillander
Publicado en: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Edición XLVIII-4/W10-2024, 2024, ISSN 1682-1750
Editor: Copernicus Publications
DOI: 10.5194/ISPRS-ARCHIVES-XLVIII-4-W10-2024-177-2024

European Transport Research Review

Autores: Nandan Maiti, Manon Seppecher, Ludovic Leclercq
Publicado en: European Transport Research Review, Edición 17, 2025, ISSN 1867-0717
Editor: Springer Verlag
DOI: 10.1186/S12544-025-00750-9

Real-time on-board passenger comfort estimation in complex public transport networks with intersecting lines

Autores: Charalampos Sipetas, Claudio Roncoli, Ektoras Chandakas, Ioannis Kaparias
Publicado en: Transportation Research Part C: Emerging Technologies, Edición 186, 2026, ISSN 0968-090X
Editor: Elsevier
DOI: 10.1016/J.TRC.2026.105607

Conference proceedings (13)

Beyond links: The power of path incentives in alleviating congestion and emissions in urban networks

Autores: Niroumand, R., Vosough, S., Rinaldi, M., Connors, R., and Roncoli, C.
Publicado en: Symposium of the European Association for Research in Transportation (hEART)

Real-time on-board crowding estimation in public transport networks with multiple lines using non-exhaustive automatic passenger counting data

Autores: Sipetas, C., Roncoli, C., Chandakas, E., Kaparias, I.
Publicado en: Transportation Research Board (TRB), 2024

Defining Seamless Multimodal Transportation through Four Key Principles: A Systematic Approach

Autores: Euntak Lee, Serio Agriesti, Shaghayegh Vosough, Charalampos Sipetas, Claudio Roncoli, Marco Rinaldi, Ludovic Leclerq
Publicado en: hEART 2025: 13th Symposium of the European Association for Research in Transportation, 2025
Editor: hEART

A Machine Learning framework for public transport ridership estimation using multi-source data fusion with low-cost Bluetooth data

Autores: Chris Yung, Charalampos Sipetas, Claudio Roncoli
Publicado en: CASPT2025 (16th International Conference on Advanced Systems in Public Transport), 2025
Editor: Aalto University

A Causal, Theory-Informed Framework for Traffic Flow Forecasting

Autores: Panagiotis Fafoutellis and Eleni Vlahogianni
Publicado en: Conference in Emerging Technologies in Transportation Systems (TRC-30)

Estimating on-board passenger comfort in complex public transport networks through non-exhaustive Automatic Passenger Counts.

Autores: Sipetas, C., Roncoli, C., Chandakas, E., Kaparias, I.
Publicado en: Conference in Emerging Technologies in Transportation Systems (TRC-30), 2024
Editor: ELSEVIER
DOI: 10.1016/j.trc.2022.103963

Generating activity-specific multimodal trips from aggregated data source

Autores: Scheffer, A., Connors, R., Nakao,H., and Viti, F.
Publicado en: Symposium of the European Association for Research in Transportation (hEART)

Ride-Hailing Vehicle Rebalancing Strategies Under Disruptions: A Case Study in Athens

Autores: Lee, Euntak; Slama, Rim; Geroliminis, Nikolas; Leclercq, Ludovic
Publicado en: 2025 9th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2025
Editor: IEEE
DOI: 10.1109/MT-ITS68460.2025.11223610

Dynamic Incentives for Efficient Traffic Management: A Reinforcement Learning Approach

Autores: Germán Pardo-González, Shaghayegh Vosough, Katerina Papadaki, Claudio Roncoli
Publicado en: hEART 2025: 13th Symposium of the European Association for Research in Transportation, 2025
Editor: hEART

Assessing the Resilience of Rebalancing Strategies for Ride-hailing Services in Multi-modal Transportation System

Autores: Euntak Lee, Rim Slama, Ludovic Leclercq
Publicado en: 12th Triennial Symposium on Transportation Analysis (TRISTAN XII), 2025
Editor: TRISTAN

Efficient Real-Time CAV Trajectory Optimization at Signal-Free Intersections Using a Greedy-Based Heuristic Approach

Autores: Niroumand, R., Kafashan, F., Hajibabai, L., Hajbabaie, A., and Roncoli, C.
Publicado en: Conference in Emerging Technologies in Transportation Systems (TRC-30)

Balancing congestion and emissions in urban networks via path-based incentives

Autores: Ramin Niroumand, Shaghayegh Vosough, Claudio Roncoli, Marco Rinaldi, Richard Connors
Publicado en: 5th Symposium on Management of Future Motorway and Urban Traffic Systems (MFTS), 2024
Editor: TU Delft

Investigating the Resilience of Ride-hailing Fleet Management Strategies for Seamless Multi-modal Transportation Systems

Autores: Euntak Lee, Ludovic Leclercq
Publicado en: Transportation Research Board 104th Annual Meeting, 2025
Editor: TRB

Other (2)

Multimodal Traffic Management: Roadmap for 2023 and beyond

Autores: Multimodal Traffic Management Cluster (MTMC)
Publicado en: EU Open Research Repository
Editor: Zenodo
DOI: 10.5281/ZENODO.14620148

Navigating Data in the Field of Traffic Management

Autores: Torres, P., Cervera, R., Van Katwijk; R., Babio, L., Comerio, M., Scrocca, M., Natvig, M., Sorasen, R., and Benmayor, A.
Publicado en: EU Open Research Repository
Editor: Zenodo
DOI: 10.5281/ZENODO.14619828

Thesis and dissertations (1)

A machine learning framework for public transport ridership estimation using multi-source data fusion with low-cost bluetooth data

Autores: Chris Yung, Supervisor: Claudio Roncoli, Advisor: Charalampos Sipetas
Publicado en: 2024
Editor: Aalto University