Collective Intelligence for Energy Flexibility

Risultati finali

Performance Measurement & Verification Protocol - Concepts and methods for performance evaluation of COLLECTiEF solutions

Report consist of identified a set of relevant parameters able to provide optimal information about health and comfort of occupants b et of relevant data to be collected to support integration of the COLLECTiEF system into local demandresponse schemes c a set of relevant historical and future climate data to support climate resilience assessment as part of D42 Action plan of implementation of activities If children in schools or elderly people in nursing homes and residential buildings will be included in the largescale demonstrations the project will take the proper precautions according to regulations and legislation The informed consent procedures that will be implemented for the participation of humans will be submitted as part of the deliverable

Ongoing performance evaluation of the COLLECTiEF system implemented in the pilot cases (first version)

Report on performance evaluation of the COLLECTiEF system implemented in the pilot cases based on Performance Measurement Verification Protocol developed in Task 51

First Progress Report

First report detailing full project progress

Risk Management Plan, with updates at M12, M24, M36

Report on the identified potential risks to the project estimate the impact and the probability of them happening and then define responses

Market and stakeholder analysis

Report on the results of analysis of the relevant market structures trends and players in the fields of systems and solutions for buildings automation and controls smart homes smart metering and the related interfaces and communication solutions with the users

Second Progress Report

Second report detailing full project progress

Cluster-Edge architectural scheme

COLLECTiEF system architecture will be delivered including specifications for both the various system core components and the whole system

Dissemination and Communication Plan and visual identity

The plan will define the projects overall strategy target groups channels responsibilities and timelines and include a Visual Identity to convey a familiar and consistent image of the project for both intraconsortium and external communication

Data management plan, with updates at M24, M36

A Data Management Plan DMP with type ORDP will be formulated in line with the EC Guidelines on FAIR Data Management in Horizon 2020 from the early stages of the project M6 describing the data management life cycle of the data to be collected processed andor generated by the project and laying out the approach for their sound and FAIR management It will evolve during the lifespan of the project as a living document and provide details on the data schemas datasets etc as well as their management what type of data how the data will be collected shared handled preserved what kind of metadata and standards will be applied etc ensuring that all aspects of data handling treatment reporting and access are clear to partners

Fully Integrated Dashboard for Cluster Node and Human-building interface for the Edge Node (first version)

Virtual will deliver digital dashboards for CLuster Node and Edge Node. The digital dashboard will be enhanced during the project based on the outcomes of small-scale and large-scale demonstrations.

Pubblicazioni

Climate change and energy performance of European residential building stocks – A comprehensive impact assessment using climate big data from the coordinated regional climate downscaling experiment

Autori: Yuchen Yang; Kavan Javanroodi; Kavan Javanroodi; Vahid M. Nik; Vahid M. Nik
Pubblicato in: Applied Energy, Numero Volume 298, 15 September 2021, 117246, 2021, ISSN 0306-2619
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2021.117246

CIRLEM: a synergic integration of Collective Intelligence and Reinforcement learning in Energy Management for enhanced climate resilience and lightweight computation

Autori: Vahid M. Nik , Mohammad Hosseini
Pubblicato in: Applied Energy, Numero Volume 350, 2023, ISSN 0306-2619
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2023.121785

Combining computational fluid dynamics and neural networks to characterize microclimate extremes: Learning the complex interactions between meso-climate and urban morphology

Autori: Kavan, Javanroodi; Vahid, M.Nik; Marco, G.Giometto; Jean-Louis, Scartezzini;
Pubblicato in: Science of The Total Environment, Numero Volume 829, 10 July 2022, 2022, ISSN 0048-9697
Editore: Elsevier BV
DOI: 10.1016/j.scitotenv.2022.154223

Enhancing climate resilience in buildings using Collective Intelligence: A pilot study on a Norwegian elderly care center

Autori: Mohammad Hosseini, Silvia Erba, Parisa Hajialigol, Mohammadreza Aghaei, Amin Moazami, Vahid M. Nik
Pubblicato in: Energy and Buildings, Numero Volume 308, 114030, 2024, ISSN 0378-7788
Editore: Elsevier BV
DOI: 10.1016/j.enbuild.2024.114030

Designing climate resilient energy systems in complex urban areas considering urban morphology: A technical review

Autori: Kavan Javanroodi, A.T.D. Perera, Tianzhen Hong, Vahid M Nik
Pubblicato in: Advances in Applied Energy, Numero Vol.12, 100155, 2023, ISSN 2666-7924
Editore: Elsevier
DOI: 10.1016/j.adapen.2023.100155

Challenges resulting from urban density and climate change for the EU energy transition

Autori: A. T. D. Perera; Kavan Javanroodi; Dasaraden Mauree; Vahid M. Nik; Pietro Florio; Tianzhen Hong; Deliang Chen
Pubblicato in: Nature Energy, Numero 8(4), 2023, Pagina/e 397–412, ISSN 2058-7546
Editore: Springer Nature
DOI: 10.1038/s41560-023-01232-9

Climate Change and Renewable Energy Generation in Europe—Long-Term Impact Assessment on Solar and Wind Energy Using High-Resolution Future Climate Data and Considering Climate Uncertainties

Autori: Kavan Javanroodi; Vahid M. Nik; Yuchen Yang
Pubblicato in: Energies; Volume 15; Numero 1; Pages: 302, Numero 15(1), 302, 2022, ISSN 1996-1073
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15010302

High-resolution impact assessment of climate change on building energy performance considering extreme weather events and microclimate – Investigating variations in indoor thermal comfort and degree-days

Autori: Mohammad Hosseini; Kavan Javanroodi; Vahid M. Nik
Pubblicato in: Sustainable Cities and Society, Numero Volume 78, March 2022, 103634, 2022, ISSN 2210-6707
Editore: Elsevier BV
DOI: 10.1016/j.scs.2021.103634

A novel framework for assessing the smartness and the smart readiness level in highly electrified non-residential buildings: A Norwegian case study

Autori: Italo Aldo Campodonico Avendano , Kamilla Heimar Andersen, Silvia Erba, Amin Moazami, Mohammadreza Aghaei, Behzad Najafi
Pubblicato in: Energy and Buildings, Numero Volume 314, 114234, 2024, ISSN 0378-7788
Editore: Elsevier BV
DOI: 10.1016/j.enbuild.2024.114234

Analysis of subjective thermal comfort data: A statistical point of view

Autori: Matteo Favero, Antonio Luparelli, Salvatore Carlucci
Pubblicato in: Energy and Buildings, Numero Volume 281, 15 February 2023, 2023, Pagina/e 112755, ISSN 0378-7788
Editore: Elsevier BV
DOI: 10.1016/j.enbuild.2022.112755

Improving Climate Resilience and Thermal Comfort in a Complex Building through Enhanced Flexibility of the Energy System

Autori: Seyedmohammad, Hosseini; Parisa, Hajialigol; Mohammadreza, Aghaei; Silvia, Erba; Vahid, Nik; Amin, Moazami
Pubblicato in: International Conference on Smart Energy Systems and Technologies (SEST), 2022, ISBN 978-1-6654-0557-7
Editore: IEEE Publication
DOI: 10.1109/sest53650.2022.9898453

Empowering energy flexibility and climate resilience using collective intelligence-based demand side management (CI-DSM)

Autori: Vahid M. Nik;Amin Moazami
Pubblicato in: Journal of Physics: Conference Series: 8th International Building Physics Conference (IBPC 2021), Numero Volume 2069, 2021, ISSN 1742-6588
Editore: Journal of Physics: Conference Series
DOI: 10.1088/1742-6596/2069/1/012149

Assessing the climate change adaptation over four European cities

Autori: Yuchen Yang;Vahid M. Nik
Pubblicato in: 8th International Building Physics Conference (IBPC 2021), Copenhagen, Denmark, Numero Volume 2069, 2021, ISSN 1742-6588
Editore: Journal of Physics: Conference Series
DOI: 10.1088/1742-6596/2069/1/012069

On the use of numerical simulation for the improvement of the conception and operation of energy systems in buildings and communities

Autori: Riederer, Peter
Pubblicato in: Engineering Sciences [physics]. La Rochelle Université, 2022, Numero 8, 2022
Editore: La Rochelle Université

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