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Low-Emission Adaptive last mile logistics supporting 'on Demand economy' through digital twins

Deliverables

Hague Value Case (final demonstrator)

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.

LEAD DDDAS System (final version)

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 APIs

Open 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 Library

Library 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

Reference LEAD Strategies

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 Architecture

System architecture and interfaces considering scalability elasticity availability and connectivity requirements and detailed development plan

Standardization Recommendations

Recommendations report to standardisation groups and bodies

LEAD Roadmap and Policy Recommendations

Toolkit for integration of Digital Twinning in SUMPsSULPs and Roadmap towards zero emission city logistics

Knowledge Base - Reference Models

Report consolidating reference models for urban logistics to be used as the baseline for developing the Digital Twin

Impact Assessment, Solutions Validation and Learning Conclusions

Analysis 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 PPPs

This 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 KPIs

Detailed 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 economy

This 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 activities

Report on the activities of the AB the Transferability platform and Capacity Building

Stakeholders Engagement Strategy and Dissemination Plan

Stakeholders engagement strategy report including target groups planned activities and KPIs

International Collaboration - Liaison with other EU projects and initiatives

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 2

Dissemination activities report including networking activities stakeholders communications and events

Communication and Outreach Activities and LEAD website - Period 1

Dissemination activities report including networking activities stakeholders communications and events

Publications

The Adoption of Green Vehicles in Last Mile Logistics: A Systematic Review

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

The effect of trust on the choice for crowdshipping services

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

Considering the city context in weighting sustainability criteria for last-mile logistics solutions

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.

A disaggregate model of passenger-freight matching in crowdshipping services

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

Digital twins : a critical discussion on their potential for supporting policy‐making and planning in urban logistics

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

ADAPTING JSPRIT FOR THE ELECTRIC VEHICLE ROUTING PROBLEM WITH RECHARGING: IMPLEMENTATION AND BENCHMARK

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

Van-based robot hybrid pickup and delivery routing problem

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

Exploring stakeholders' perspectives to improve the sustainability of Last Mile Logistics for e-commerce in urban areas

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

From synthetic population to parcel demand: A modeling pipeline and case study for last-mile deliveries in Lyon

Author(s): Sebastian Hörl, Jakob Puchinger
Published in: Transport Research Arena 2022 conference, 2022
Publisher: Elsevier

Modeling the ecological and economic footprint of last-mile parcel deliveries using open data: A case study for Lyon

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

Extending JSprit to solve electric vehicle routing problems withrecharging

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

Building a vision for urban logistics in Europe: results from LEAD and SENATOR projects

Author(s): Nadia Giuffridaa, Francesco Pillaa, Rodrigo Tapia, Ioanna Kourounioti, Lori Tavasszy
Published in: Transport Infrastructure and Systems, 2022
Publisher: n.a.

Towards a Digital Twin Framework for Adaptive Last Mile City Logistics

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

Flexible framework for sustainable and efficient last mile logistics

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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