Skip to main content
European Commission logo
TRIMIS

Development of prescriptive AnalYtics baseD on aRtificial intElligence for iAMS

PROJECTS
Funding
European
European Union
Duration
-
Status
Ongoing
Geo-spatial type
Other
Total project cost
€1 709 875
EU Contribution
€1 709 875
Project Acronym
DAYDREAMS
STRIA Roadmaps
Infrastructure (INF)
Transport mode
Rail icon
Transport policies
Societal/Economic issues,
Safety/Security
Transport sectors
Passenger transport,
Freight transport

Overview

Call for proposal
H2020-S2RJU-OC-2020
Link to CORDIS
Objectives

The overall DAYDREAMS objective is to move forward the integration and use of data and artificial/human trustworthy intelligence together with context-driven HMI for prescriptive Intelligent Asset Management Systems (IAMS) in railway by:

  1. advancing in maintenance approach towards prescriptive asset management;
  2. improving the decision-making process by developing multi-objective decision optimisation approaches taking into account all implications of IAMS decisions in the railway environment; and
  3. reinforcing the role of the person-in-the-loop by designing and developing advanced context-driven HMIs to allow context- and risk-aware multiple-options decision-making processes.

The HMI will allow the person-in-the-loop to:

  1. properly access and visualise predictions/metrics and models;
  2. assess why and how the model predicts something;
  3. Steer models by setting parameters; and
  4. evaluate alternatives using parameter steering and extending this process through speculative execution.

The DAYDREAMS objective will be assessed by validating the proposed solution using the following two-step approach:

  1. A first validation at TRL 4 of the approaches (developed prescriptive asset management) using several internal scenarios and one scenario provided by the CFM IN2SMART2 project;
  2. A further validation of the DAYDREAMS methodologies integrated in a TRL 5 prototype using at least two scenarios: at least one internal scenario and the IN2SMART2 scenario. The validation will cover both the performances of the prototypes and its trust for future adoption in multi-actors environments.

The validation will be carried out by defining evaluation and validation metrics and KPIs:

  1. linked to asset management problems to be solved by the involved Infrastructure Managers (IMs) and related baselines;
  2. quantified and measurable;
  3. referred to high-level KPIs defined in the S2R IMPACT2 CFM project; and
  4. useful to address multi-objective optimisation.

Funding

Parent Programmes
Institution Type
Public institution
Institution Name
European Commission
Type of funding
Public (EU)
Specific funding programme
H2020-EU.3.4.8.3. - Innovation Programme 3: Cost Efficient and Reliable High Capacity Infrastructure
Other Programme
S2R-OC-IP3-02-2020 Technology Development for Railway Systems Asset Management (TD3.6)

Partners

Lead Organisation
Organisation
Union Des Industries Ferroviaires Europeennes - Unife
Address
AVENUE LOUISE 221, 1050 BRUXELLES, Belgium
Organisation website
EU Contribution
€146 875
Partner Organisations
Organisation
Rete Ferroviaria Italiana
Address
Piazza Della Croce Rossa, 161 Roma, Italy
Organisation website
EU Contribution
€179 813
Organisation
Institute Of Accelerating Systems And Applications
Address
PANEPISTIMIOU 30, 10024 ATHINA, Greece
EU Contribution
€91 000
Organisation
Cefriel Societa Consortile A Responsabilita Limitata
Address
VIALE SARCA 226, 20126 MILANO, Italy
EU Contribution
€192 500
Organisation
Stimio Sas
Address
52 RUE DU NIL, 44470 CARQUEFOU, France
EU Contribution
€90 500
Organisation
Rina Consulting Spa
Address
VIA SAN NAZARO 19, 16145 GENOVA, Italy
Organisation website
EU Contribution
€88 750
Organisation
Trainose Metafores-Metaforikes Ypiresies Epivaton Kai Fortiou Ae
Address
Karolou Str 1, 10437 Athina, Greece
Organisation website
EU Contribution
€98 000
Organisation
University Of Bristol
Address
BEACON HOUSE QUEENS ROAD, BRISTOL, BS8 1QU, United Kingdom
Organisation website
EU Contribution
€77 688
Organisation
Universitat Konstanz
Address
UNIVERSITATSSTRASSE 10, 78464 KONSTANZ, Germany
Organisation website
EU Contribution
€264 375
Organisation
Universita Degli Studi Di Genova
Address
Via Balbi, 16126 Genova, Italy
Organisation website
EU Contribution
€273 875
Organisation
Zenabyte Srl
Address
VIA CESAREA 2, 16121 GENOVA, Italy
EU Contribution
€206 500

Technologies

Technology Theme
Artificial Intelligence, Big Data management and decision support frameworks
Technology
Digital transformation of rail operations
TRL
TRL 4
Development phase
Validation
Technology Theme
Life cycle analysis
Technology
Model tools for life asset management of onboard systems
TRL
TRL 4
Development phase
Validation

Contribute! Submit your project

Do you wish to submit a project or a programme? Head over to the Contribute page, login and follow the process!

Submit