Fleet and traffic management systems for conducting future cooperative mobility

Leistungen

Specification and initial version of techniques for dynamic optimization and network load-balancing

Provides a detailed description of the techniques for dynamic optimization and network load-balancing, to optimize the performance of the overall transport network and to deal with uncertainties of the transport environment. D3.2 is related to work performed in T3.3 and T3.4.

Validation Strategy and Plan

Provide a consistent Validation Strategy and Plan, in which the Key Performance Indicators (KPIs) and overall validation objectives and hypotheses addressed by the project are to be included. D5.1 is related to T5.4.

Updated plan for dissemination and communication of results

Final list of planned dissemination and communication activities, to promote the project results. D6.3 is extension of D6.1 and is related to T6.1 and T6.2.

Final list of dissemination and communication activities

Extensive final list of dissemination, exploitation and communication activities, along with evaluation of their quality. D6.5 is extension of D6.3 and is related to T6.1 and T6.2.

Specification and initial version of anomaly detection routines

Provides a detailed description of anomaly detection techniques to allow for the identification of specific traffic patterns. D3.3 is related to T3.5.

Initial Plan for dissemination and communication of results

Initial list of dissemination and communication activities as well as target audiences to promote the project results D61 is related to T61 and T62

Detailed use-case specifications and their KPIs

Detailed description of the use case functional requirements, research questions, scenarios to be considered, datasets to be used, and KPIs to be analysed. D1.3 is related to T1.5.

Specification and initial version of data gathering, harmonization, fusion and analysis techniques

Reports the techniques used for data gathering from various sources, their harmonization, fusion and analysis, to be used in decision and predictive steps. D3.1 is related to work performed in T3.1 and T3.2.

Safety, Risk and Ethics Reports – Initial version

This document will include the outcome of Task7.3, reporting: i) Monitoring and coordinating the consistency between WPs/Tasks; ii) Managing the flow of information and data between WPs; iii) Identifying and managing (potential) risks by preparation of Risk and quality plan and iv) all ethical and gender issues and safety and project data security measures reports. D7.4 is related to T7.3.

Report on impact assessment of Use cases

The Impact Evaluation Framework of Deliverable 5.2 will be implemented by making use of the data associated to each of the three Use Cases. D5.4 is related to T5.1, T5.2, T5.3, and T5.5.

Safety, Risk and Ethics Reports – Final version

This document will include the final outcome of Task7.3, reporting: i) Monitoring and coordinating the consistency between WPs/Tasks; ii) Managing the flow of information and data between WPs; iii) Identifying and managing (potential) risks by preparation of Risk and quality plan and iv) all ethical and gender issues and safety and project data security measures reports. D7.5 is related to T7.3.

Report on stakeholder requirements, user needs and social innovations

Report and map with the relevant stakeholders their needs and current problems and requirements to be taken into consideration for specifications including the user needs based on sociodemographic characteristics vulnerability purpose of travel attitude towards sustainability D11 is related to T11 and T12

Impact evaluation framework and dedicated KPIs

Describe the impact evaluation framework to be applied to the different solutions and Use Cases. It will include the impact assessment strategy which will be used in WP5, by making sure that: 1) said framework will be based on state-of-the-art methodologies, thus keeping the evaluation framework ahead of the curve, and 2) the impact evaluation framework will be compliant with the CIVITAS policy evaluation framework. D5.2 is related to T5.5.

Specification and initial version of the enhanced governance models

Provides the specifications of possible governance and regulation models to be applied in CCAM services and assess their impact to CCAM uptake and innovation. It will define the areas of intervention (including Cooperative, connected and autonomous vehicles, shared/on-demand mobility, MaaS platforms, infrastructure, network and traffic management) and will report the outcome of the impact assessment based on stakeholder consultations. It will also develop specifications for traffic and fleet management models and formulate possible governance models considering existing standards, national and EU-regulations, and best practices. D2.4 refers to T2.6.

Final harmonization, fusion, optimization, detection and balancing approaches

Provides the final implementation of the algorithms based on their initial versions form D3.1, D3.2 and D3.3 that were improved upon the feedbacks from WP5 tests and validations. D3.4 is related to T3.1, T3.2, T3.3, T3.4 and T3.5.

First version of Data Management Plan

All archiving strategies to be followed within the project for the information provided by the data owners during the project and the management of the transport content collected D72 is related to T72

Data Management Plan - Final version

All archiving strategies to be followed within the project for the information provided by the data owners during the project and the management of the transport content collected (final version). D7.3 is related to T7.2.

Veröffentlichungen

ClustOpt: A Clustering-Based Approach for Representing and Visualizing the Search Dynamics of Numerical Metaheuristic Optimization Algorithms

Autoren: Gjorgjina Cenikj, Gašper Petelin, Tome Eftimov
Veröffentlicht in: 2025
Herausgeber: IEEE
DOI: 10.1109/ACCESS.2025.11043053

Effects of Dynamic and Stochastic Travel Times on the Operation of Mobility-on-Demand Services

Autoren: Wolf, Fynn; Engelhardt, Roman; Zhang, Yunfei; Dandl, Florian; Bogenberger, Klaus
Veröffentlicht in: Crossref, 2023, ISSN 2153-0017
Herausgeber: IEEE
DOI: 10.48550/arxiv.2308.05535

Traffic Forecasting With Uncertainty: A Case for Conformalized Quantile Regression

Autoren: Gašper Petelin, Jože M. Rožanec, Gregor Papa
Veröffentlicht in: 2024
Herausgeber: Scipedia S.L.
DOI: 10.23967/ECCOMAS.2024.079

The Pickup and Delivery Problem with Crossdock for Perishable Goods

Autoren: Gkiotsalitis, Konstantinos; Nikolopoulou, Amalia
Veröffentlicht in: Crossref, 2023, ISSN 2153-0017
Herausgeber: IEEE
DOI: 10.48550/arxiv.2311.15428

Sustainable Mobilityby providing Connected Mobility for all Modes of Transport

Autoren: Rob Hulleman
Veröffentlicht in: ITS European Congress, 2023
Herausgeber: Zenodo

Fleet and Traffic Management Systems for Conducting Future Cooperative Mobility

Autoren: Gregor Papa, Vida Vukašinović, Raquel Sánchez-Cauce, Oliva G. Cantú Ros, Javier Burrieza-Galán, Athina Tympakianaki, Antonio Pellicer-Pous, Antonio D. Masegosa, Arka Gosh, Leire Serrano
Veröffentlicht in: Lecture Notes in Mobility, Transport Transitions: Advancing Sustainable and Inclusive Mobility, 2025
Herausgeber: Springer Nature Switzerland
DOI: 10.1007/978-3-032-06763-0_85

User-Centred Design for CCAM: A Holistic Approach Combining Stakeholders’ and Users’ Needs with Regulatory Requirements

Autoren: Paola Lanzi, Elisa Spiller, François Brambati, Nikolas Giampaolo
Veröffentlicht in: Lecture Notes in Mobility, Transport Transitions: Advancing Sustainable and Inclusive Mobility, 2025
Herausgeber: Springer Nature Switzerland
DOI: 10.1007/978-3-032-06763-0_94

A Study on Optimistic and Pessimistic Pareto-Fronts in Multiobjective Bilevel Optimization via $$\delta $$-Perturbation

Autoren: Margarita Antoniou, Ankur Sinha, Gregor Papa
Veröffentlicht in: Lecture Notes in Computer Science, Evolutionary Multi-Criterion Optimization, 2025
Herausgeber: Springer Nature Singapore
DOI: 10.1007/978-981-96-3506-1_8

Impact Assessment of Governance Models on the Integration of Connected and Autonomous Vehicles

Autoren: Anastasia Matthaiou, Emmanouil Nisyrios, Matina Lai-Ying Chau, Konstantinos Gkiotsalitis
Veröffentlicht in: Lecture Notes in Mobility, Transport Transitions: Advancing Sustainable and Inclusive Mobility, 2025
Herausgeber: Springer Nature Switzerland
DOI: 10.1007/978-3-032-06763-0_108

Clustering-Based Route Optimization for Mixed Ride-Sharing Under Time Constraints

Autoren: Mercedes Ccesa-Quincho, Jenny Fajardo-Calderin, Xabier Cantero, Antonio D. Masegosa, Leire Serrano
Veröffentlicht in: Lecture Notes in Computer Science, Hybrid Artificial Intelligent Systems, 2025
Herausgeber: Springer Nature Switzerland
DOI: 10.1007/978-3-032-08462-0_21

Passenger social rerouting strategies in capacitated public transport systems

Autoren: Xiaojie Luan, Oskar A.L. Eikenbroek, Francesco Corman, Eric C. van Berkum
Veröffentlicht in: Transportation Research Part E: Logistics and Transportation Review, Ausgabe 188, 2024, ISSN 1366-5545
Herausgeber: Elsevier BV
DOI: 10.1016/J.TRE.2024.103598

Optimization-based Approaches for Traffic and Fleet Management of Connected and Autonomous Vehicles: A Systematic Literature Review

Autoren: Emmanouil Nisyrios; Konstantinos Gkiotsalitis
Veröffentlicht in: International Journal of Intelligent Transportation Systems Research, 2025, ISSN 1865-8652
Herausgeber: Springer
DOI: 10.1007/S13177-025-00536-2

Advanced computing to support urban climate neutrality

Autoren: Gregor Papa; Rok Hribar; Gašper Petelin; Vida Vukašinović
Veröffentlicht in: Energy, Sustainability and Society, 2025, ISSN 2192-0567
Herausgeber: Springer Nature
DOI: 10.1186/S13705-025-00517-Z

Evolutionary Intelligence

Autoren: Matina L. Y. Chau; Konstantinos Gkiotsalitis
Veröffentlicht in: Evolutionary Intelligence, 2025, ISSN 1864-5909
Herausgeber: Springer Verlag
DOI: 10.1007/S12065-025-01020-2

Tramsportation Research, Part C: Emerging Technologies

Autoren: Konstantinos Katzilieris, Emmanouil Kampitakis, Eleni I. Vlahogianni
Veröffentlicht in: Transportation Research Part C: Emerging Technologies, Ausgabe 182, 2025, ISSN 0968-090X
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/J.TRC.2025.105391

Journal of the ACM

Autoren: Gjorgjina Cenikj; Gašper Petelin; Tome Eftimov
Veröffentlicht in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025, ISSN 0004-5411
Herausgeber: Association for Computing Machinary, Inc.
DOI: 10.48550/ARXIV.2507.01668

Models for forecasting the traffic flow within the city of Ljubljana

Autoren: Gašper Petelin; Rok Hribar; Gregor Papa
Veröffentlicht in: European Transport Research Review, Vol 15, Iss 1, Pp 1-20 (2023), 2023, ISSN 1866-8887
Herausgeber: Springer
DOI: 10.1186/s12544-023-00600-6

Dealing with zero-inflated data: Achieving state-of-the-art with a two-fold machine learning approach

Autoren: Jože M. Rožanec, Gašper Petelin, João Costa, Gregor Cerar, Blaž Bertalanič, Marko Guček, Gregor Papa, Dunja Mladenić
Veröffentlicht in: Engineering Applications of Artificial Intelligence, Ausgabe 149, 2025, ISSN 0952-1976
Herausgeber: Elsevier BV
DOI: 10.1016/J.ENGAPPAI.2025.110339

Investigating the preferences for autonomous vehicle use in European road transport: a binary logit model

Autoren: Emmanouil Nisyrios; Anastasia Matthaiou; Matina Lai-Ying Chau; Konstantinos Gkiotsalitis
Veröffentlicht in: npj Sustainable Mobility and Transport, 2025, ISSN 3004-8664
Herausgeber: Springer Nature
DOI: 10.1038/S44333-025-00055-3

Leistungen

Veröffentlichungen

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