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

Deliverables

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

Knowledge Base - Reference Models

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

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

Stakeholders Engagement Strategy and Dissemination Plan

Stakeholders engagement strategy report including target groups planned activities and KPIs

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

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

Communication and Outreach Activities and LEAD website - Period 1

Dissemination activities report including networking activities stakeholders communications and events

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Publications

Towards Engineering Cognitive Digital Twins with Self-Awareness

Author(s): N. Zhang, R. Bahsoon,
Published in: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 44489, 2020, Page(s) 3891 - 3891
Publisher: IEEE

Towards the development of interconnection platforms for urban freight services: A process blueprint.

Author(s): Tapia, R., Kourounioti, I., Tavasszy, L.
Published in: International Congress on Transportation Research (ICTR), September 2021, 2021
Publisher: TBA

Innovative city logistics measures: sustainability impacts, feasibility and stakeholders’ value

Author(s): Beatriz Royo, José Manuel Vassallo, Carolina Ciprés, Sara Sánchez
Published in: International Congress on Transportation Research (ICTR), sep-21, 2022
Publisher: ICTR

Greening urban logistics: the role of hyperconnected urban logistics networks

Author(s): Tapia, R., Louise de Tremerie, Kourounioti, I., de Bok, M., Tavasszy, L.,
Published in: 8th International Workshop on Sustainable Road Freight, 9-11 November 2011, 2021
Publisher: TU Delft

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, 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, Dec 2021, 2021, Page(s) 1-7
Publisher: Kautz Conference

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, 13, 6, 2021, 2021, Page(s) 1-29, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.3390/su13010006

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, Vol 12 no 24, 2020, 2020, Page(s) 1-15, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.3390/su122410623

Van-based robot hybrid pickup and delivery routing problem

Author(s): Shaohua Yu, Jakob Puchinger, Shudong Sun
Published in: European Journal of Operational Research, 2021, 2021, ISSN 0377-2217
Publisher: Elsevier BV
DOI: 10.1016/j.ejor.2021.06.009