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Fostering Energy Efficiency and BehAvioural Change through ICT

Deliverables

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.

Project website

The website for the project will be put online.

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Publications

Load disaggregation application




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

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

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

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

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, Issue 19, 2019, Page(s) 100244, ISSN 2352-4677
DOI: 10.1016/j.segan.2019.100244