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

Informacje na temat projektu

ACUMEN

Identyfikator umowy o grant: 101103808

DOI

10.3030/101103808

Projekt został zamknięty

Data podpisania przez KE 24 Kwietnia 2023

Data rozpoczęcia 1 Czerwca 2023

Data zakończenia 31 Maja 2026

Finansowanie w ramach

• Climate, Energy and Mobility

Koszt całkowity

€ 5 181 248,75

Wkład UE

€ 4 999 476,25

Koordynowany przez

AALTO KORKEAKOULUSAATIO SR
Finland

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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.

Publikacje

Peer reviewed articles (6)

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

Autorzy: Euntak Lee, Rim Slama, Ludovic Leclercq
Opublikowane w: Transportation Research Part C: Emerging Technologies, Numer 179, 2025, ISSN 0968-090X
Wydawca: Elsevier BV
DOI: 10.48550/ARXIV.2412.00276

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

Autorzy: Yumeng Fang, Tai-Yu Ma, Francesco Viti
Opublikowane w: Multimodal Transportation, Numer 5/3, 2026, ISSN 2772-5863
Wydawca: Elsevier
DOI: 10.1016/J.MULTRA.2026.100312

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

Autorzy: Manos Barmpounakis, Jasso Espadaler-Clapés, Dimitrios Tsitsokas, Taylor Mordan, Nikolas Geroliminis
Opublikowane w: Drones, Numer 9/9, 2025, ISSN 2504-446X
Wydawca: MDPI
DOI: 10.3390/DRONES9090637

Contemporary development directions for urban digital twins

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

European Transport Research Review

Autorzy: Nandan Maiti, Manon Seppecher, Ludovic Leclercq
Opublikowane w: European Transport Research Review, Numer 17, 2025, ISSN 1867-0717
Wydawca: Springer Verlag
DOI: 10.1186/S12544-025-00750-9

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

Autorzy: Charalampos Sipetas, Claudio Roncoli, Ektoras Chandakas, Ioannis Kaparias
Opublikowane w: Transportation Research Part C: Emerging Technologies, Numer 186, 2026, ISSN 0968-090X
Wydawca: 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

Autorzy: Niroumand, R., Vosough, S., Rinaldi, M., Connors, R., and Roncoli, C.
Opublikowane w: 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

Autorzy: Sipetas, C., Roncoli, C., Chandakas, E., Kaparias, I.
Opublikowane w: Transportation Research Board (TRB), 2024

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

Autorzy: Euntak Lee, Serio Agriesti, Shaghayegh Vosough, Charalampos Sipetas, Claudio Roncoli, Marco Rinaldi, Ludovic Leclerq
Opublikowane w: hEART 2025: 13th Symposium of the European Association for Research in Transportation, 2025
Wydawca: hEART

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

Autorzy: Chris Yung, Charalampos Sipetas, Claudio Roncoli
Opublikowane w: CASPT2025 (16th International Conference on Advanced Systems in Public Transport), 2025
Wydawca: Aalto University

A Causal, Theory-Informed Framework for Traffic Flow Forecasting

Autorzy: Panagiotis Fafoutellis and Eleni Vlahogianni
Opublikowane w: 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.

Autorzy: Sipetas, C., Roncoli, C., Chandakas, E., Kaparias, I.
Opublikowane w: Conference in Emerging Technologies in Transportation Systems (TRC-30), 2024
Wydawca: ELSEVIER
DOI: 10.1016/j.trc.2022.103963

Generating activity-specific multimodal trips from aggregated data source

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

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

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

Dynamic Incentives for Efficient Traffic Management: A Reinforcement Learning Approach

Autorzy: Germán Pardo-González, Shaghayegh Vosough, Katerina Papadaki, Claudio Roncoli
Opublikowane w: hEART 2025: 13th Symposium of the European Association for Research in Transportation, 2025
Wydawca: hEART

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

Autorzy: Euntak Lee, Rim Slama, Ludovic Leclercq
Opublikowane w: 12th Triennial Symposium on Transportation Analysis (TRISTAN XII), 2025
Wydawca: TRISTAN

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

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

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

Autorzy: Ramin Niroumand, Shaghayegh Vosough, Claudio Roncoli, Marco Rinaldi, Richard Connors
Opublikowane w: 5th Symposium on Management of Future Motorway and Urban Traffic Systems (MFTS), 2024
Wydawca: TU Delft

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

Autorzy: Euntak Lee, Ludovic Leclercq
Opublikowane w: Transportation Research Board 104th Annual Meeting, 2025
Wydawca: TRB

Other (2)

Multimodal Traffic Management: Roadmap for 2023 and beyond

Autorzy: Multimodal Traffic Management Cluster (MTMC)
Opublikowane w: EU Open Research Repository
Wydawca: Zenodo
DOI: 10.5281/ZENODO.14620148

Navigating Data in the Field of Traffic Management

Autorzy: Torres, P., Cervera, R., Van Katwijk; R., Babio, L., Comerio, M., Scrocca, M., Natvig, M., Sorasen, R., and Benmayor, A.
Opublikowane w: EU Open Research Repository
Wydawca: 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

Autorzy: Chris Yung, Supervisor: Claudio Roncoli, Advisor: Charalampos Sipetas
Opublikowane w: 2024
Wydawca: Aalto University