Deliverables
Final release of the demonstrator and report including user acceptance, recommendations and lessons learned
Porto Value Case (final demonstrator)Final release of the demonstrator and report including user acceptance, recommendations and lessons learned
Budapest Value (final demonstrator)Final release of the demonstrator and report including user acceptance, recommendations and lessons learned
Lyon Value Case (final demonstrator)Tested three-echelon logistics approach within a smart city redevelopment zone. Methods for a-priori planning and on-demand adaptation of three-echelon distribution services
Madrid Value Case (final demonstrator)Final release of the demonstrator and report including user acceptance, recommendations and lessons learned.
Oslo Value Case (final demonstrator)Final release of the demonstrator and report including user acceptance, recommendations and lessons learned.
Final version of the DDDAS, enabling cloud-based orchestration of the underlying descriptive and executable models and interfacing back with the physical world and the DSS.
Decision Support System and APIs (final version)Final prototype of the DSS, supporting the design the what-if scenario by selecting the models and linking them to the data sources. Full deployment of the APIs used in the LLs. Human-in-the-loop dashboard to allow for DSS manipulation
LEAD DDDAS System (v1)Initial prototype of the DDDAS system with i the data handling pipeline to enrich and validate streaming data ii unification of datasets from difference LLs iii orchestration of models and data
Open Source Packages and APIsOpen source components and data package
Decision Support System and APIs (v1)Initial version of the DSS incorporating the cognitive engine as a background processes including the cognitive engine simple the user dashboards providing realtime intelligence and some explainable AI interface and the APIs
Digital Twin Models LibraryLibrary of open source models (software components covering ABMs, ANNs, Numerical, and Statistical models) implemented and documented to be used in the LLs Digital Twins. Where possible training datasets will be included for open-source or public consumption. If the dataset is not publishable then a detailed schema and instructions to be included for dataset recreation
Report with 30 reference LEAD strategies to be explored through simulation in the Digital Twins and in reallife urban setting experiments LLs
Technical Requirements - Solution ArchitectureSystem architecture and interfaces considering scalability elasticity availability and connectivity requirements and detailed development plan
Standardization RecommendationsRecommendations report to standardisation groups and bodies
LEAD Roadmap and Policy RecommendationsToolkit for integration of Digital Twinning in SUMPsSULPs and Roadmap towards zero emission city logistics
Knowledge Base - Reference ModelsReport consolidating reference models for urban logistics to be used as the baseline for developing the Digital Twin
Impact Assessment, Solutions Validation and Learning ConclusionsAnalysis of the impacts of the different solutions implemented in the LLs based on the sustainability triple bottom line This deliverable will also provide a validation methodology of the solutions as well as a set of lessons learned and practices derived from the value cases analysis
Innovative Business Models, Governance and PPPsThis deliverable summarises the most relevant issues related to stakeholder collaboration governance and business models It also maps the stakeholder cooperation process in the LLs
Innovation Agenda - Value case scenarios and validation KPIsDetailed analysis of the value cases and the target KPIs that would set the benchmarking for the actual measurements in the LLs
City Logistics landscape in the era of on-demand economyThis deliverable highlights the main challenges and trends that are influencing city logistics due to the ondemand economy It covers i typologies of agile urban freight storage and last mile distribution schemes ii PI optimisation criteria iii green vehicles classification integration in urban logistics
Advisory Board, Transferability platform and Capacity Building activitiesReport on the activities of the AB the Transferability platform and Capacity Building
Stakeholders Engagement Strategy and Dissemination PlanStakeholders engagement strategy report including target groups planned activities and KPIs
Report for liaison activities and joint events including International Collaboration activities with China and the US The report will be a live document with drafts circulated to consortium partners on M6 and M12
Communication and Outreach Activities - Period 2Dissemination activities report including networking activities stakeholders communications and events
Communication and Outreach Activities and LEAD website - Period 1Dissemination activities report including networking activities stakeholders communications and events
Publications
Author(s):
Patella, S.M., Grazieschi, G., Gatta, V., Marcucci, E., Carrese, S
Published in:
Sustainability, Issue 13, 6, 2021, 2021, Page(s) 1-29, ISSN 2071-1050
Publisher:
MDPI Open Access Publishing
DOI:
10.3390/su13010006
Author(s):
Merve Cebeci, Rodrigo Tapia, Maarten Kroesen, Michiel de Bok Lori Tavasszy
Published in:
Transportation Research Part A: Policy and Practice, Issue Volume 170, 2023, ISSN 0965-8564
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.tra.2023.103622
Author(s):
Juan Nicolas Gonzalez, Natalia Sobrino, Jose Manuel Vassallo
Published in:
Juan Nicolas Gonzalez, Natalia Sobrino, Jose Manuel Vassallo, 2023, ISSN 1367-5567
Publisher:
Carfax Publishing Ltd.
Author(s):
R.J. Tapia, I. Kourounioti, S. Thoen, M. de Bok, L. Tavasszy
Published in:
Transportation Research. Part A: Policy & Practice, Issue 169, 2023, ISSN 0965-8564
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.tra.2023.103587
Author(s):
Marcucci, E, V. Gatta, L. Hansson and S. Bråthen
Published in:
Sustainability, Issue Vol 12 no 24, 2020, 2020, Page(s) 1-15, ISSN 2071-1050
Publisher:
MDPI Open Access Publishing
DOI:
10.3390/su122410623
Author(s):
Mahmoud, A., Chouaki, T., Hörl, S., Puchinger, J.
Published in:
International Journal for Traffic and Transport Engineering, Issue Volume 12 (3), 2022, Page(s) 340 - 351, ISSN 2217-5652
Publisher:
International Journal for Transport and Transport Engineering
Author(s):
Shaohua Yu, Jakob Puchinger, Shudong Sun
Published in:
European Journal of Operational Research, Issue 2021, 2021, ISSN 0377-2217
Publisher:
Elsevier BV
DOI:
10.1016/j.ejor.2021.06.009
Author(s):
J. N. Gonzalez, L. Garrido and J. M. Vassallo
Published in:
Research in Transportation Business & Management, Issue Volume 49, 2023, ISSN 2210-5395
Publisher:
Elsevier BV
DOI:
10.1016/j.rtbm.2023.101005
Author(s):
Sebastian Hörl, Jakob Puchinger
Published in:
Transport Research Arena 2022 conference, 2022
Publisher:
Elsevier
Author(s):
Sebastian Hörl, Jakob Puchinger
Published in:
11th Symposium of the European Association for Research in Transportation (hEART 2023), 2023
Publisher:
European Association for Research in Transportation
Author(s):
Mahmoud, A., Chouaki, T., Hörl, S., Puchinger, J.
Published in:
Procedia Computer Science, Issue Volume 201, 2022
Publisher:
Elsevier
DOI:
10.1016/j.procs.2022.03.039
Author(s):
Nadia Giuffridaa, Francesco Pillaa, Rodrigo Tapia, Ioanna Kourounioti, Lori Tavasszy
Published in:
Transport Infrastructure and Systems, 2022
Publisher:
n.a.
Author(s):
Abdelhadi Belfadel / Sebastian Hörl / Rodrigo Javier Tapia / Jakob Puchinger
Published in:
6th International Conference on Smart and Sustainable Technologies 2021, Issue sep-21, 2021
Publisher:
IEEE
DOI:
10.23919/splitech52315.2021.9566324
Author(s):
Adrián Horváth
Published in:
Kautz Conference 2021 - Innovation, digital transformation, ways to recover from the crisis, Issue Dec 2021, 2021, Page(s) 1-7
Publisher:
Kautz Conference
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