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Climbing the causality ladder to understand and project the energy demand of the residential sector

Deliverables

State of the art in policy driven and private-initiative interventions to foster the energy transition and Energy System Modelling

Public report delivered at the end M6 This report will contain the results of the review of the different energy system models as well as the description and results of the evaluation process of the relevant models for the WHY project This deliverable will be peer reviewed by scientific experts

R4.4 Market Analysis

Partially confidential report delivered in M18 This report will contain the market analysis of the WHY project results

R4.2-R4.3 Interim Communication and Dissemination Report

Report delivered in M18 It will contain a dossier of all the relevant dissemination and communication material developed a summary of the communications and dissemination actions carried out and an assessment of the impact achieved with them If needed an update of the DC strategy will be also included in Deliverable D72 to maximize project impact Please note that the actions in WP6 to involve stakeholders will also report their results in this deliverable

R3: Policy briefing and Social Impact Assessment

Public report delivered at the end of M35. The report will include a detailed assessment of the results of the simulations carried out providing policy-relevant insights. Different aspects of sustainability will be evaluated on every Use Case including ethics aspects. An accompanying policy brief (max 10-15 pages) targeted to policy makers will also be developed, providing policy recommendations. This deliverable will be peer reviewed by policy experts.

Use case definition: objectives, scope, external variables, determinants and interventions

Public report delivered at the end of M6 Within this report the precise description of the use cases will be provided This deliverable will be peer reviewed by scientific experts

Stakeholder Requirements Analysis

Public Report delivered at the end of M3 The deliverable will contain the results of the analysis and the acquired information on the relevant stakeholders and their requirements This deliverable will be peer reviewed by technical experts

Technical Documentation of the WHY-tool

Public report delivered at the end of M18 The report will include the description of the different models and components developed The report describes the architecture of the WHY Toolkit and its components as well as the public APIs This deliverable will be peer reviewed by technical experts

R1.2: Causal diagram: methodology and results

Public report delivered at the end of M18. This document will include a description of the group dynamic used to build the Causal Diagram and the final model developed. This deliverable will be peer reviewed by scientific experts.

R4.2-R4.3 Final communication and dissemination report

Report delivered in M36. It will contain: a dossier of all the relevant dissemination and communication material developed, a summary of the communications and dissemination actions carried out and an assessment of the impact achieved with them. If needed, an update of the D&C strategy will be also included in Deliverable D7.3 to maximize project impact. Please note that the actions in WP6 to involve stakeholders will also report their results in this deliverable.

R2.4: WHY Plugins

Public report plus open source software implementation delivered at the end of M30. The report will contain the user manual of the different WHY plugins to integrate the WHY Toolkit with the different ESMs. A set of practical examples of how to use this integration will also be provided for use by ESMs inside and outside the WHY consortium. This deliverable will be peer reviewed by scientific and technical experts.

R3: WHY Toolkit libraries

Public report and open source implementation delivered at the end of M24. The report will contain the user manual of the WHY Toolkit libraries as well as a set of practical examples of it use with an explanation of the results (including videos, explanatory text). This deliverable will be peer reviewed by technical experts

R2: WHY Toolkit

Public report and open source software implementation delivered at the end of M30. The report will contain the detailed description of the methodologies followed to prepare the WHY Toolkit and the results of the test simulations carried out. This deliverable will be peer reviewed by scientific experts.

R4.2: Online Reference Documentation of the WHY Toolkit

Public report and online documentation delivered at M33. The report will contain the text of the technical documentation including a general introduction, practical examples, configuration manuals and the tailor-made chapters to cover specific needs of the different stakeholders. Multimedia content will be published on the repository used to host the online documentation. This deliverable will be peer reviewed by technical experts.

R4.1: Learning Materials

Public report and online learning material delivered at the end of M33. The report will contain the text content and full documentation of the learning materials used on the Summer Courses. Multimedia content will be published on public Online Learning Portals and on the project website. This deliverable will be peer reviewed by scientific experts.

Use case simulation methodology

Public report and open data repository delivered at the end of M33. The report will include the description of the methodology followed to perform the simulations needed for the assessment of the Use Cases, the data collected and the RAW results. The database will be published in an open-access database (ensuring full compliance with the FAIR principles) to be reused by the stakeholders and the research community. This deliverable will be peer reviewed by scientific experts.

R1.1: Dictionary of load profiles: methodology and results

Public report and open data repository delivered at the end of M12 and updated, if necessary, at M24 and M36. The report will contain a description of the data sources, the data curation and anonymization process followed as well as a description of the segmentation procedure followed (using FFORMA methodology) and its results. Finally, the segmentation instrument and the resulting clusters will be included in this report. The information will be published in an open-access database to be reused by the stakeholders and the research community (including scripts). This deliverable will be peer reviewed by scientific experts.

Report on the integration of the WHY Toolkit with the energy models

Public report and open data repository delivered at the end of M30. The report will contain the description of implementation of the Use Cases on the WHY Toolkit, the data collected and the results of the test simulations carried out. The database will be published in an open-access database (ensuring full compliance with the FAIR principles) to be reused by the stakeholders and the research community. This deliverable will be peer reviewed by scientific experts.

R1: Causal Model: methodology and results

Public report and open data repository delivered at the end of M28. This document will contain: a description of the actions made to collect the information needed to adjust the Causal Diagram, the data collected and the actual results as well as a description of the methodologies followed to integrate the Causal Diagram with the data together with the final model achieved. The database will be published in an open-access database (ensuring full compliance with the FAIR principles) to be reused by the stakeholders and the research community. This deliverable will be peer reviewed by scientific experts.

Data Management Plan

Public Report delivered in M3 and updated in M18 and M36 This document will define how all the research data generated will be handled during the project life describing whether and how these datasets will be shared or allowed to be reused It will define the validation process of results presented in scientific publications generated by the project Also information on how all the research data and nonscientific documents generated during the lifetime of the project will be handled in terms of sharing policies data archiving and storage and preserving time

Publications

Is it feasible a massive deployment of low voltage direct current microgrids renewable-based? A technical and social sight

Author(s): T.Castillo-Calzadilla; M.A.Cuesta; C.Olivares-Rodriguez; A.M.Macarulla; J.Legarda; C.E.Borges
Published in: Renewable and Sustainable Energy Reviews, Issue 161, 2021, Page(s) 112198, ISSN 1364-0321
Publisher: Elsevier BV
DOI: 10.1016/j.rser.2022.112198

Assessing Lifestyle Transformations and Their Systemic Effects in Energy-System and Integrated Assessment Models: A Review of Current Methods and Data

Author(s): Andreou, A.; Fragkos, P.; Fotiou, T.; Filippidou, F. Assessing
Published in: Energies 2022, Issue Energies 2022, 15, 4948., 2022, Page(s) 4948, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15144948

Understanding the factors that affect households' investment decisions required by the energy transition.

Author(s): Aguayo-Mendoza A, Irizar-Arrieta A, Casado-Mansilla D, Borges CE.
Published in: PLOS ONE, Issue PLoS One. 2024; 19(3): e0297222., 2024, Page(s) 19, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0297222

Modeling Approaches for Residential Energy Consumption: A Literature Review

Author(s): Nacht T, Pratter R, Ganglbauer J, Schibline A, Aguayo A, Fragkos P, Zisarou E.
Published in: Climate 2023, 11, 184., Issue Climate 2023, 11, 184., 2023, Page(s) 184, ISSN 2225-1154
Publisher: MDPI
DOI: 10.3390/cli11090184

Analysing the systemic implications of energy efficiency and circular economy strategies in the decarbonisation context

Author(s): Panagiotis Fragkos
Published in: AIMS Energy, Issue Volume 10, Issue 2, 2022, Page(s) 191-218, ISSN 2333-8334
Publisher: AIMS Press
DOI: 10.3934/energy.2022011

An electricity smart meter dataset of Spanish households: insights into consumption patterns

Author(s): Quesada, C., Astigarraga, L., Merveille, C., Borges, C.
Published in: Scientific Data 11, 59 (2024), Issue Sci Data 11, 59 (2024), 2024, Page(s) 59, ISSN 2052-4463
Publisher: Springer Nature
DOI: 10.1038/s41597-023-02846-0

System-level effects of increased energy efficiency in global low-carbon scenarios: A model comparison

Author(s): Francesco Dalla Longa, Panagiotis Frakgkos, Larissa Pupo Nogueira, Bob van der Zwaan
Published in: Computers and Industrial Engineering, Issue Volume 167, May 2022, 108029, 2022, ISSN 0360-8352
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cie.2022.108029

Exploring Model-Based Decarbonization and Energy Efficiency Scenarios with PROMETHEUS and TIAM-ECN

Author(s): Fragkos P, Longa FD, Zisarou E, Zwaan Bvd, Giannousakis A, Fattahi A.
Published in: Energies 2023, 16, 6421., Issue Energies 2023, 16, 2023, Page(s) 6421, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en16186421

A Business Model Fast Track on Energy Communities—Key Lessons Learned from H2020 EU Projects.

Author(s): Breukers, S.; Schibline, A.; Pressmair, G.; Barnes, J.; Perrio, M.F.; Calatayud, E.P.; Rakocevic, L.
Published in: Environmental Sciences Proceedings, Issue Volume 11, Issue 1, 2021, Page(s) 19, ISSN 2673-4931
Publisher: MDPI
DOI: 10.3390/environsciproc2021011019

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