Digital Twins Enabled Indoor Air Quality Management for Healthy Living

Informazioni relative al progetto

TwinAIR

ID dell’accordo di sovvenzione: 101057779

DOI

10.3030/101057779

Data della firma CE 23 Maggio 2022

Data di avvio 1 Settembre 2022

Data di completamento 31 Agosto 2026

Finanziato da

• Health

Costo totale

€ 6 925 584,70

Contributo UE

€ 6 925 582,00

Coordinato da

PANEPISTIMIO PATRON
Greece

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (19)

Cluster shared stakeholder list

This deliverable will act as a living document providing cluster's shared stakeholders list.

Communication, exploitation & dissemination

Creation of all social media accounts, communication materials and guildeines on how to use: mailchimp account, logos, visual identify, deliverable templates etc. Creation of a Plan for Dissemination, Communication, Exploitation strategy and business plans for key exploitable results.

Policy Strategy of the cluster

This deliverable will provide the policy strategy of the cluster

Report on the standardization landscape and applicable standards

This deliverable will be a report on the identification of the relevant standardization landscape together with applicable standards. The results of this deliverable will be the basis for the contribution to standardization and the dissemination of the project and itsresults.

Methodological framework

The deliverable will outline a methodological framework to evaluate method studies and concepts used in the several domains (social, environmental, health and technical) and facilitate the selection of the most useful and effective methods for the purpose.

Citizens behavioural analysis

This deliverable will perform a multi-group behavioural analysis in different microenvironments (residences, workplaces, hospitals, schools and transportation modes), to propose customized recommendations towards proenvironmental behaviour engagement.

Legal & Ethical Compliance Guide

The deliverable will produce an inventory of the main applicable high level regulatory and ethical requirements identified under T1.4.

Cost-effective analysis model for air quality improvement

The deliverable will have four components: 1) the theoretical basis for the cost-effective model development. 2) A detailed plan of the methodology used for the data collection, including validations of the measurements. 3) The cost-effective model statistical evaluation. And, 4) Deep analysis of the results to produce insights for better strategies and calculation of budgets for air quality improvement in buildings.

TwinAIR Pilot Sensor portfolio

Detailing sensor benchmarking, literature review for indoor air quality measurements, and choices per TwinAIR specific pilots.

Common dissemination and communication activities, including a common dissemination and communication strategy for the cluster

This report will provide a common dissemination and communication strategy for the cluster.

Shared individual Data Management Plans between cluster partners

This deliverable will provide shared individual Data Management Plans between cluster partners.

Project Management Handbook

Α project management report summarizing all the required knowledge for the good management of the project (in terms of administrative forms, financial aspects, quality process, etc.).

Cluster brochure

This deliverable will provide cluster's brochure

Scientific strategy of the cluster

This deliverable will provide the scientific strategy of the cluster.

3D ex vivo human lung model protocol

Model will be used to understand exposure-health effect mechanisms and to study exposure-response relationships.

Report on the contribution to standardization - 1st report

This deliverable will be the first report of TwinAIR contribution to the development of new standards (guidelines, recommendations) related with intelligent air quality management.

Pilot testing and users training materials

This deliverable will design and develop informational material of the TwinAIR solutions (leaflets, videos) for potential participants.

Data Management Plan

A report which outlines how TwinAIR data will be handled both during the lifespan of the project and after, covering all aspects of data management, from metadata generation and data preservation, as well as any claims to intellectual property rights.

Study initiation package

This deliverable will provide the final version of study protocol, regulatory and ethics submission package and is linked to T5.1 activities.

Websites, patent fillings, videos etc. (2)

Cluster web portal and visual identity

This deliverable will develop the cluster web portal and visual identity

TwinAIR website

Creation of the project website.

Demonstrators, pilots, prototypes (1)

Data management platform

This deliverable will document the development and integration of the data management platform and its data models. Following the high level architecture design in D8.1, a FIWARE based platform will be implemented and validated to accommodate the data management needs of the individual pilot sites.

Pubblicazioni

Peer reviewed articles (15)

Digital Twins' Maturity: The Need for Interoperability

Autori: Robert Klar, Niklas Arvidsson, Vangelis Angelakis
Pubblicato in: IEEE Systems Journal, 2023, ISSN 1937-9234
Editore: IEEE
DOI: 10.1109/JSYST.2023.3340422

Sensors

Autori: Merino, J; Ikeuchi, Daiki; Moretti, N; Mukerjee, A; Li, L; Karatzas, S; Pattinson, S; Parlikad, A
Pubblicato in: IET Conference Proceedings, 2023, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.1049/ICP.2023.1749

Assessment of IoT low-cost sensor networks for long-term outdoor and indoor air quality monitoring: a case study in Dublin

Autori: Jiayao Chen, Óscar González, David O'Connor, Lindsay Tallon, Francesco Pilla
Pubblicato in: Atmospheric Pollution Research, Numero 16, 2025, ISSN 1309-1042
Editore: Elsevier BV
DOI: 10.1016/J.APR.2025.102651

The Impact of Gender and Age on Thermal Comfort

Autori: Christos Mountzouris, Grigorios Protopsaltis, John Gialelis
Pubblicato in: Procedia Computer Science, Numero 257, 2025, ISSN 1877-0509
Editore: Elsevier BV
DOI: 10.1016/J.PROCS.2025.03.042

Adoption of digital twins as a sustainable energy solution: Determinants to adoption in household

Autori: Joana Coelho, Tiago Oliveira, Catarina Neves, Stylianos Karatzas
Pubblicato in: Heliyon 2024, Volume 10, Numero 4, 2024, ISSN 2405-8440
Editore: Heliyon
DOI: 10.1016/j.heliyon.2024.e25782

Short-Term Forecast of Indoor CO2 Using Attention-Based LSTM: A Use Case of a Hospital in Greece

Autori: Christos Mountzouris, Grigorios Protopsaltis, John Gialelis
Pubblicato in: Sensors, Numero 25, 2025, ISSN 1424-8220
Editore: MDPI AG
DOI: 10.3390/S25175382

A Novel Approach to Activity Recognition Based on Indoor Air Pollutant Data

Autori: Marina Mentou, Grigorios Protopsaltis, Christos Mountzouris, John Gialelis
Pubblicato in: Procedia Computer Science, Numero 257, 2025, ISSN 1877-0509
Editore: Elsevier BV
DOI: 10.1016/J.PROCS.2025.03.078

Identification of Heart Arrhythmias by Utilizing a Deep Learning Approach of the ECG Signals on Edge Devices

Autori: Panagiotis Seitanidis; John Gialelis; Georgia Papaconstantinou; Alexandros Moschovas
Pubblicato in: Computers, Vol 11, Iss 12, p 176 (2022), 2022, ISSN 2073-431X
Editore: MDPI
DOI: 10.3390/computers11120176

Adoption of digital twins as a sustainable energy solution: Determinants to adoption in household

Autori: Joana Coelho; Tiago Oliveira; Catarina Neves; Stylianos Karatzas
Pubblicato in: Heliyon, 2024, ISSN 2405-8440
Editore: Heliyon
DOI: 10.1016/J.HELIYON.2024.E25782

Sensors

Autori: Georgios Kosmopoulos; Vasileios Salamalikis; Stefan Wilbert; Luis F. Zarzalejo; Natalie Hanrieder; Stylianos Karatzas; Andreas Kazantzidis
Pubblicato in: Sensors, Vol 23, Iss 14, p 6541 (2023), 2023, ISSN 1424-8220
Editore: MDPI
DOI: 10.3390/s23146541

Indoor Air Quality: Predicting and Comparing Protective Behaviors in Germany and Portugal

Autori: Inês Veiga, Mijail Naranjo-Zolotov, Ricardo Martins, Tiago Oliveira, Stylianos Karatzas
Pubblicato in: Indoor Air, Numero 2024, 2025, ISSN 0905-6947
Editore: Wiley
DOI: 10.1155/2024/3006342

A data-driven building thermal zoning algorithm for digital twin-enabled advanced control

Autori: Lina Morkunaite, Adil Rasheed, Darius Pupeikis, Vangelis Angelakis, Tobias Davidsson
Pubblicato in: Energy and Buildings, Numero 336, 2025, ISSN 0378-7788
Editore: Elsevier BV
DOI: 10.1016/J.ENBUILD.2025.115633

Indoor Exchange Rates and Penetration From Outdoors in an Instrumented Terraced House (Townhouse) Using Gas Tracers: Implications for Particles and Gases Indoors

Autori: James C. Matthews, M. Anwar H. Khan, Matthew D. Wright, Prem K. Perumal, Carl J. Percival, Ian D. Bull, Ian J. Craddock, Dudley E. Shallcross
Pubblicato in: Indoor Air, Numero 2024, 2025, ISSN 0905-6947
Editore: Wiley
DOI: 10.1155/2024/9204433

Indoor air quality perception: Enablers and inhibitors of perceived occupant comfort

Autori: Inês Veiga, Tiago Oliveira, Mijail Naranjo-Zolotov, Ricardo Martins, Stylianos Karatzas
Pubblicato in: Environment International, Numero 202, 2025, ISSN 0160-4120
Editore: Elsevier BV
DOI: 10.1016/J.ENVINT.2025.109690

A text analytic framework for gaining insights on the integration of digital twins and machine learning for optimizing indoor building environmental performance

Autori: Stylianos Karatzas, Grigorios Papageorgiou, Vasiliki Lazari, Sotirios Bersimis, Andreas Fousteris, Polychronis Economou, Athanasios Chassiakos
Pubblicato in: Developments in the Built Environment, 2024, ISSN 2666-1659
Editore: ELSEVIER
DOI: 10.1016/j.dibe.2024.100386

Conference proceedings (1)

Maturity of Vehicle Digital Twins: From Monitoring to Enabling Autonomous Driving

Autori: Klar, Robert; Arvidsson, Niklas; Angelakis, Vangelis
Pubblicato in: 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC), 2024
DOI: 10.48550/ARXIV.2404.08438