Poster Abstract: Towards NILM for Industrial Settings

Emil Holmegaard, Mikkel Baun Kjærgaard

Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsResearchpeer-review


Industry consumes a large share of the worldwide electricity consumption. Disaggregated information about electricity consumption enables better decision-making and feedback tools to optimize electricity consumption. In industrial settings electricity loads consist of a variety of equipment, which can be difficult to monitor individually due to cost restrictions. We believe that Non-Intrusive Load Monitoring (NILM) can ease the burden of such a monitoring infrastructure. This hypothesis has been preliminary evaluated by collecting a data set, from more than forty sensors, measuring power consumption for six months, at an industrial site. In this poster abstract we provide initial results for how industrial equipment challenge NILM algorithms. These results thereby open up for evaluating the use of NILM in industrial settings.
Original languageEnglish
Title of host publicationProceedings of the 2015 ACM Sixth International Conference on Future Energy Systems
Number of pages2
PublisherAssociation for Computing Machinery
Publication date2015
ISBN (Electronic)978-1-4503-3609-3
Publication statusPublished - 2015
EventACM Sixth International Conference on Future Energy Systems - Bangalore, Bangalore, India
Duration: 14. Jul 201517. Jul 2015


ConferenceACM Sixth International Conference on Future Energy Systems


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