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Fostering Energy Efficiency and BehAvioural Change through ICT

Deliverables

FEEdBACk solution impact assessment report

This report includes the impact assessment of the implementation of the FEEdBACk solution in terms of energy IAQ environmental and economic aspects as well as business models validation

Report on data privacy and protection

This report will include a description of the procedures adopted in FEEdBACk complying with national and EU legislation for data collection storage protection retention and destruction Detailed information about which data was collected stored protected retained and destructed during the project will also be provided

Guidelines for market uptake of FEEdBACk solution

This report identifies the new business opportunities that arise following the implementation of the FEEdBACk solution

Surveys on motivational drives and environmental envelopes

This report will include the results on the surveys carried out concerning i motivational drives and user profiles and ii environmental envelopes and segmentation as well as an analysis of the interrelationship between these two aspects

Report on comfort and indoor air quality requirements

This report will include the comfort and IAQ requirements for buildings for consideration in the ICT solution for energy efficiency to be developed.

Follow up on dissemination and exploitation of results

This report will include a follow up on the dissemination activities and exploitation of results in the middle of the project.

Dissemination and exploitation plan

This report will detail the exploitation plan and highlight the main strategies for dissemination.

Dissemination and exploitation plan after COVID-19

This report will detail the exploitation plan and highlight the main strategies for dissemination after COVID19

Energy Efficiency Awareness and Engagement Activities

This report will include a description of the implemented activities

FEEdBACk solution scalability and replicability report

This reports presents the scalability and replicability analysis of the FEEdBACk solution

Future trends in demand response and potential impacts in users' behaviour

This report describes the future trends envisioned for demand response as well as the potential impact they may have on the behaviour of the users

Final report on dissemination and exploitation of results

This final report will address all the dissemination activities and exploitation of results achieved during the course of the project

Project book

This report will compile the most relevant information concerning the developments of the project focusing on the main results and impacts as well as on the exploitation of the outcomes after the completion of the project

Videos with testimonial and guidance for guidance for the larger scale franchise roll out of the project’s outcomes

This deliverable consists in a set of videos produced for the events involving the target groups

Project website

The website for the project will be put online.

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Publications

Real-World Implementation of an ICT-Based Platform to Promote Energy Efficiency

Author(s): Marina Dorokhova, Fernando Ribeiro, António Barbosa, João Viana, Filipe Soares, Nicolas Wyrsch
Published in: Energies, 14/9, 2021, Page(s) 2416, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en14092416

Rule-based scheduling of air conditioning using occupancy forecasting

Author(s): Marina Dorokhova, Christophe Ballif, Nicolas Wyrsch
Published in: Energy and AI, 2, 2020, Page(s) 100022, ISSN 2666-5468
Publisher: Elsevier
DOI: 10.1016/j.egyai.2020.100022

Unsupervised algorithm for disaggregating low-sampling-rate electricity consumption of households

Author(s): Jordan Holweger, Marina Dorokhova, Lionel Bloch, Christophe Ballif, Nicolas Wyrsch
Published in: Sustainable Energy, Grids and Networks, 19, 2019, Page(s) 100244, ISSN 2352-4677
Publisher: Elsevier Limited
DOI: 10.1016/j.segan.2019.100244

Behavioral Change towards EE by Utilizing ICT Tools

Author(s): Albert Hoffrichter, Evangelos Zacharis, Angelina Katsifaraki, Ashley Morton, Gloria Calleja, Federica Fuligni, Marko Batic, Marina Dorokhova, Niall Castelli, Konstantinos Kanellos, Thanh Nguyen
Published in: Proceedings, 65/1, 2020, Page(s) 10, ISSN 2504-3900
Publisher: MDPI
DOI: 10.3390/proceedings2020065010

FEEdBACk: An ICT-Based Platform to Increase Energy Efficiency through Buildings’ Consumer Engagement

Author(s): Filipe Soares, André Madureira, Andreu Pagès, António Barbosa, António Coelho, Fernando Cassola, Fernando Ribeiro, João Viana, José Andrade, Marina Dorokhova, Nélson Morais, Nicolas Wyrsch, Trine Sørensen
Published in: Energies, 14/6, 2021, Page(s) 1524, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en14061524

Load disaggregation application

Author(s): Oriol Serch & Juan Fernández
Published in: NILM Workshop 2017, 2017
Publisher: NILM Workshop 2017

DEVICE USAGE ESTIMATION ALGORITHM Residential NILM in unsupervised manner

Author(s): Jordan Holweger, Marina Dorokhova, Lionel Bloch, Christophe Ballif, Nicolas Wyrsch
Published in: EU NILM 2018, 2018
Publisher: EU NILM 2018

Supervised model for building occupancy prediction from electrical consumption data

Author(s): Marina Dorokhova, Christophe Ballif and Nicolas Wyrsch
Published in: Applied Machine Learning Days 2019, 2019
Publisher: Applied Machine Learning Days 2019

Unsupervised algorithm for disaggregating low-sampling rate electricity consumption of households

Author(s): Marina Dorokhova
Published in: EU NILM 2018, 2018
Publisher: EU NILM 2018