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COGnitive Logistics Operations through secure, dynamic and ad-hoc collaborative networks

Deliverables

Context/situational awareness services

This deliverable will document the various situational awareness models that will be developed in T5.1. It will also document their accuracy levels in real-world operations and how those models are improved over time.

Cargo Hitchhiking tool (final)

Prototype with API and documentation of the Cargo Hitchhiking tool.

COG-LO integrated platform and front-end (draft)

Integrated COG-LO platform with APIs for 1st pilot iteration. This will also incorporate the integration guidelines of the platform for further pilot adaptations.

Cognitive advisor tool (final)

Prototype with API and documentation of the Cognitive advisor.

Optimization services (final)

This deliverable will include the software and the report of the developed online optimization services. The report will detail the algorithmic implementation and the effect of the suggested control measures from the online optimization services to the real-world operations. This report will contain also clear instructions of the input/output formats

Knowledge formalization and generation services

A set of near real-time control measures that will be provided to the logistic operators in the form of suggestions

Security, privacy and trust (draft)

This deliverable will document the various mechanisms devised for providing COG-LO with security, privacy, and trust. It will cover all respective COG-LO technologies, notably access and usage control, cryptography, and the distributed blockchain-based infrastructure.

Coordination mechanisms (final)

This deliverable will concern the COG-LO coordination technologies, notably the process management framework and the SIoT-based hybrid ad hoc social networks.

Optimization services (draft)

This deliverable will include the software and the report of the developed online optimization services. The report will detail the algorithmic implementation and the effect of the suggested control measures from the online optimization services to the real-world operations. This report will contain also clear instructions of the input/output formats

Security, privacy and trust (final)

This deliverable will document the various mechanisms devised for providing COG-LO with security, privacy, and trust. It will cover all respective COG-LO technologies, notably access and usage control, cryptography, and the distributed blockchain-based infrastructure.

COG-LO integrated platform and front-end (final)

Integrated COG-LO platform with APIs for final pilot iteration. This will also incorporate the integration guidelines of the platform for further pilot adaptations.

Cognitive advisor tool (draft)

Prototype with API and documentation of the Cognitive advisor.

Message and Service Bus (draft)

This deliverable will document the technology and prototype of the Message and Service Bus (MSB), including the data and service access mechanism.

Cargo Hitchhiking tool (draft)

Prototype with API and documentation of the Cargo Hitchhiking tool.

Coordination mechanisms (draft)

This deliverable will concern the COG-LO coordination technologies, notably the process management framework and the SIoT-based hybrid ad hoc social networks.

Message and Service Bus (final)

This deliverable will document the technology and prototype of the Message and Service Bus (MSB), including the data and service access mechanism.

Report on pilot operation and validation (second pilot iteration)

Documentation of the pilots' operation and the consequent validation, highlighting the major findings and assessing the COG-LO solution.

Dissemination and marketing report

Report on dissemination and marketing activities and relevant material (training materials, demos, papers, brochures, newsletter, other).

Best practices report

Best practices report with lessons learnt from both scientific and technological implementation of COG-LO and their application in the consortium pilots.

Cognitive Logistics Objects Framework (draft)

This deliverable will contain the generic framework and the basic theoretical analysis of the tools and models used by COG-LO including also adaptation guidelines. Also will deploy those guidelines into the three pilot cases. A complete (draft) version will be submitted on M6 and an updated one (final) on M24.

Evaluation methodology and pilot scenarios definition (draft)

The complete set of pilot scenarios/ test cases along with the evaluation methodologies/ KPIs.

Report on standardization and industry 4.0 initiatives

Report on COG-LO project to standardization and other related activities.

Multi-criteria decision support services (draft)

This deliverable will report the developed multi-criteria decision support services. The optimization criteria will be described along with the operational constraints from the logistic operators. In addition, D5.4 will provide information about the implementation of the multi-criteria decision support services in terms of reliability improvement of the scheduled deliveries

COG-LO ontological framework (draft)

This deliverable will document the various COG-LO data models and, in particular, the ontologies that will constitute their implementation.

Business cases definition and scope analysis (final)

This deliverable will contain the business success criteria (impact drivers), the organisation aspects implied and the identification of necessary knowledge sharing. Those aspects will be linked with the pilot scenarios & high-level expectations from COG-LO. A complete (draft) version will be submitted on M6 and an updated one (final) on M24 after the end of the 1st pilot iteration (to cover any updates identified in the analysis, development and pilot operation process).

COG-LO use cases and system requirements (draft)

This set of documents includes the analysis of user requirements based on use cases and derived system requirements, both functional and non-functional.

Dissemination and marketing plan

Plan for dissemination and marketing activities, report on activities and relevant material (training materials, demos, papers, brochures, newsletter, other).

Multi-criteria decision support services (final)

This deliverable will report the developed multi-criteria decision support services. The optimization criteria will be described along with the operational constraints from the logistic operators. In addition, D5.4 will provide information about the implementation of the multi-criteria decision support services in terms of reliability improvement of the scheduled deliveries

Business cases definition and scope analysis (draft)

This deliverable will contain the business success criteria (impact drivers), the organisation aspects implied and the identification of necessary knowledge sharing. Those aspects will be linked with the pilot scenarios & high-level expectations from COG-LO. A complete (draft) version will be submitted on M6 and an updated one (final) on M24 after the end of the 1st pilot iteration (to cover any updates identified in the analysis, development and pilot operation process).

Report on Community building and engagement

Report on the implementation plan of the COG-LO community: actions planned and implemented; community building targets and achieved results.

Report on pilot operation and validation (first pilot iteration)

Documentation of the pilots' operation and the consequent validation, highlighting the major findings and assessing the COG-LO solution.

COG-LO architecture definition (draft)

This deliverable will present the overall system architecture, defining the different layers and building blocks, as well as their internal and external interfaces

COG-LO use cases and system requirements (final)

This set of documents includes the analysis of user requirements based on use cases and derived system requirements, both functional and non-functional.

Cognitive Logistics Objects Framework (final)

This deliverable will contain the generic framework and the basic theoretical analysis of the tools and models used by COG-LO including also adaptation guidelines. Also will deploy those guidelines into the three pilot cases. A complete (draft) version will be submitted on M6 and an updated one (final) on M24.

Evaluation methodology and pilot scenarios definition (final)

The complete set of pilot scenarios/ test cases along with the evaluation methodologies/ KPIs.

COG-LO ontological framework (final)

This deliverable will document the various COG-LO data models and, in particular, the ontologies that will constitute their implementation.

COG-LO architecture definition (final)

This deliverable will present the overall system architecture, defining the different layers and building blocks, as well as their internal and external interfaces

COG-LO web site

Project's web site with all available public information. Also, discussion platforms based on Web2.0 tools (LinkedIn, etc.) allowing stakeholders to provide their feedback during the evaluation activities.

Publications

ITS and Real Time Cross Border Logistic Operations Optimization

Author(s): Laura Coconea, Miha Cimperman, Tobias Jacobs
Published in: Virtual ITS European Congress 2020, 2020
Publisher: ERTICO

Optimization of Collection and Consolidation Operations in Cross-Border Multi-modal Distribution Networks

Author(s): Gülcin Ermis, Francesco Alesiani, Konstantinos Gkiotsalitis
Published in: IEEE Xplore, 2021
Publisher: IEEE
DOI: 10.1109/itsc48978.2021.9564723

Cognitive Logistics Operations through Secure, Dynamic and ad-hoc Collaborative Networks: The COG-LO project

Author(s): Kostas Kalaboukas, George Lioudakis, Mariza Koukovini, Marios Zacharias, Eugenia Papagiannakopoulou, Giacomo Morabito, Salvatore Quattropani, Mitja Jermol, Simona Bratusa, Alen Kahvedzic, Davor Justament, Ivana Kristic Buntic, Haris Marentakis, Aristotelis Maragkakis, Ebru Al, Erdem Özsalih, Nikolaos Dellas, Marina Samarotto, Miha Cimperman, Luka Stopar, Matej Senozetnik, Akrivi Kiousi, Aggeliki
Published in: 6th International Physical Internet Conference, Issue Annual, 2019, Page(s) 363-378
Publisher: Physical Internet Initative

How to increase modal shift of freight transport towards public transport network

Author(s): Francesco Alesiani, Gulcin Ermis
Published in: 2019, Page(s) 82
Publisher: Association of European Operational Research Societies

Sociocast: Design, Implementation and Experimentation of a New Communication Method for the Internet of Things

Author(s): L. Atzori, C. Campolo, A. Iera, G. M. Milotta, G. Morabito, S. Quattropani
Published in: 2019 IEEE 5th World Forum on Internet of Things (WF-IoT), 2019, Page(s) 662-667, ISBN 978-1-5386-4980-0
Publisher: IEEE
DOI: 10.1109/wf-iot.2019.8767348

The COG-LO Framework: IoT-based COGnitive Logistic Operations for next generation logistics

Author(s): Eugenia Papagiannakopoulou, Georgios V. Lioudakis, Kostas Kalaboukas, Mitja Jermol, Marios Zacharias, Mariza Koukovini, Salvatore Quattropani
Published in: 2019 IEEE 5th World Forum on Internet of Things (WF-IoT), 2019, Page(s) 117-121, ISBN 978-1-5386-4980-0
Publisher: IEEE
DOI: 10.1109/wf-iot.2019.8767202

Reinforcement Learning for Route Optimization with Robustness Guarantees

Author(s): Tobias Jacobs, Francesco Alesiani, Gulcin Ermis
Published in: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Page(s) 2592-2598, ISBN 978-0-9992411-9-6
Publisher: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2021/357

Large-Scale Cargo Distribution

Author(s): Stopar Luka, Bradeško Luka, Jacobs Tobias, Kurbašić Azur, Cimperman Miha
Published in: Proceedings of the 23rd International Multiconference INFORMATION SOCIETY, Volume C: Data Mining and Data Warehouses • SiKDD, 2020, Page(s) 65-68, ISBN 978-961-264-192-4
Publisher: Institute Jožef Stefan

SIoT for cognitive logistics: Leveraging the social graph of digital twins for effective operations on real-time events

Author(s): Miha Cimperman, Angela Dimitriou, Kostas Kalaboukas, Aziz S. Mousas, Salvatore Quattropani
Published in: ITU Journal on Future and Evolving Technologies, Issue 2/5, 2021, Page(s) 69-79, ISSN 2616-8375
Publisher: ITU
DOI: 10.52953/onrk8179

SDN-based Sociocast group communications in the Internet of Things

Author(s): Luigi Atzori, Claudia Campolo, Antonio Iera, Giuseppe Massimiliano Milotta, Giacomo Morabito, Salvatore Quattropani
Published in: ITU Journal on Future and Evolving Technologies, Issue 1/1, 2020, Page(s) 37-54, ISSN 2616-8375
Publisher: ITU
DOI: 10.52953/tkpl8173

Sociocast: A New Network Primitive for IoT

Author(s): Luigi Atzori, Antonio Iera, Giacomo Morabito
Published in: IEEE Communications Magazine, Issue 57/6, 2019, Page(s) 62-67, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.2019.1800917

Logic-Based Benders Decomposition for an Inter-modal Transportation Problem

Author(s): Ioannis Avgerinos, Ioannis Mourtos, Georgios Zois
Published in: Integration of Constraint Programming, Artificial Intelligence, and Operations Research - 18th International Conference, CPAIOR 2021, Vienna, Austria, July 5–8, 2021, Proceedings, Issue 12735, 2021, Page(s) 315-331, ISBN 978-3-030-78229-0
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-78230-6_20

La logistica evoluta è cognitiva e collaborativa

Author(s): G. Galli, E. Gualandi
Published in: Il Giornale della Logistica, 2021, Page(s) 24-25, ISSN 1824-5803
Publisher: Koster Publishing Spa

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