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 (12)

Scaling methods for estimating macroscopic fundamental diagrams in urban networks with sparse stationary sensor coverage

Autorzy: Maiti, Nandan, Seppecher, Manon, Leclercq, Ludovic
Opublikowane w: Transportation Research Part C: Emerging Technologies, Numer 178, 2025, ISSN 0968-090X
Wydawca: Elsevier
DOI: 10.1016/J.TRC.2025.105213

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

Mitigating network traffic congestion via link- and path-based incentives

Autorzy: Ramin Niroumand, Shaghayegh Vosough, Fahim Kafashan, Claudio Roncoli, Marco Rinaldi, Richard D. Connors
Opublikowane w: Transportation Research Part B: Methodological, Numer 211, 2026, ISSN 0191-2615
Wydawca: Elsevier BV
DOI: 10.1016/J.TRB.2026.103531

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

A traffic-flow-dependent macroscopic model of electric vehicle energy consumption

Autorzy: Marcello Montanino, Ilaria Natale, Chiara Fiori, Vincenzo Punzo
Opublikowane w: Transportation Research Part C: Emerging Technologies, Numer 178, 2025, ISSN 0968-090X
Wydawca: Elsevier
DOI: 10.1016/J.TRC.2025.105220

Year-on-year analysis of multi-modal digital travel diaries: Temporal, spatial and modal traveler profiles

Autorzy: Charalampos Sipetas, Nejc Geržinič, Zhiren Huang, Oded Cats, Miloš N. Mladenović
Opublikowane w: Transportation Research Part A: Policy and Practice, Numer 203, 2026, ISSN 0965-8564
Wydawca: Elsevier
DOI: 10.1016/J.TRA.2025.104734

Estimating Spatial Mean Speeds from Local Sensors: A Machine-Learning Approach

Autorzy: Maiti, Nandan, Leclercq, Ludovic
Opublikowane w: Data Science for Transportation, Numer 7, 2025, ISSN 2948-135X
Wydawca: Springer Nature
DOI: 10.1007/S42421-025-00120-W

CV-MP: Max-pressure control in heterogeneously distributed and partially connected vehicle environments

Autorzy: Chaopeng Tan, Dingshan Sun, Hao Liu, Marco Rinaldi, Hans van Lint
Opublikowane w: Transportation Research Part B: Methodological, Numer 204, 2026, ISSN 0191-2615
Wydawca: Elsevier
DOI: 10.1016/J.TRB.2025.103387

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 (25)

Upscaling Macroscopic Fundamental Diagram Estimation From the Equipped to Full Networks

Autorzy: Nandan Maiti, Manon Seppecher, Ludovic Leclercq
Opublikowane w: 13th Symposium of the European Association for Research in Transportation (hEART), 2025
Wydawca: hEART

Metering Traffic Flows for Perimeter Control Through Auction-Based Signalling Using Connected Vehicles

Autorzy: Alexander Roocroft, Marco Rinaldi
Opublikowane w: 2025
Wydawca: IEEE
DOI: 10.1109/MT-ITS68460.2025.11223557

A microservices approach to scenario-based integration of smart mobility digital twins

Autorzy: Damien Nicolas, Ruben J. Marques, Christophe Feltus
Opublikowane w: International Conference on Advances in Computer Science, Information Technology, and Communications (CSITC 2025), 2025
Wydawca: SPIE
DOI: 10.1117/12.3093000

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)

Learning to Incentivise: Using Reinforcement Learning for Sustainable Urban Mobility

Autorzy: Germán Pardo-González, Shaghayegh Vosough, Katerina Papadaki, Claudio Roncoli
Opublikowane w: 2025
Wydawca: IEEE
DOI: 10.1109/MT-ITS68460.2025.11223596

Estimating on-board crowding in complex public transport networks from incomplete 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: EPFL
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
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

Dynamic OD Matrix Estimation using Data-Driven Modelling under Data-Scarcity: an application of Gaussian Process 

Autorzy: Tataranno, Giovanni; Bigi, Federico; Viti, Francesco
Opublikowane w: The 13th Symposium of the European Association for Research in Transportation (hEART), 2025
Wydawca: hEART

Evaluating link and path incentives: Which is the most effective strategy for mitigating traffic congestion?

Autorzy: Ramin Niroumand, Shaghayegh Vosough, Claudio Roncoli, Marco Rinaldi, Richard Connors
Opublikowane w: 104th Annual Meeting of the Transportation Research Board (TRB), 2025
Wydawca: TU Delft

Private-MP: Privacy-Preserving Max-Pressure Control Based on Mobile Edge Computing

Autorzy: Chaopeng Tan, Marco Rinaldi, Yikai Zeng, Meng Wang, Hans Van Lint
Opublikowane w: 2025
Wydawca: IEEE
DOI: 10.1109/MT-ITS68460.2025.11223553

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)

Unveiling Challenges in Empirical Estimation of Multimodal Network Macroscopic Fundamental Diagrams: A Data Fusion Perspective

Autorzy: Maiti, Nandan, Seppecher, Manon, and Leclercq, Ludovic
Opublikowane w: 104th Transportation Research Board Annual Meeting (TRB 2025), 2025
Wydawca: Transportation Research Board

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

Inferring Traffic Control Policies with Supervised Learning: A Case Study on Max Pressure

Autorzy: Robin Abohariri, Chaopeng Tan, Marco Rinaldi, Hans van Lint
Opublikowane w: 2025
Wydawca: IEEE
DOI: 10.1109/MT-ITS68460.2025.11223570

Evaluating Dynamic-Responsive Transport At Equilibrium Within An Agent-Based Simulation Environment

Autorzy: Federico Bigi, Yumeng Fang, Francesco Viti
Opublikowane w: 16th International Conference on Advanced Systems in Public Transport (CASPT2025), 2025
Wydawca: University of Luxembourg

Dynamic OD Matrix Estimation using Data-Driven Modelling under Data-Scarcity: an application of Sparse Variational Gaussian Process

Autorzy: Tataranno, Giovanni; Bigi, Federico; Viti, Francesco
Opublikowane w: BIVEC-GIBET Transport Research Days 2025, 2026
Wydawca: University of Luxembourg

Digital Twin Micro-Services Architecture to Support a Scenario-based Integration of Smart Mobility Services and Simulations

Autorzy: Damien Nicolas, Christophe Feltus, Ruben Antonio De Jesus Marques
Opublikowane w: International Conference on Advances in Computer Science, Information Technology, and Communications (CSITC 2025), 2025
Wydawca: IEEE
DOI: 10.15439/2025F8576

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