Applying innovative IT modelling methods to low‐level grid information for DSO operations

J.S. Veen, van der, J.P. Wijbenga, I.G. Kamphuis

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Abstract

Distribution system operators will gather an increasing amount of electricity data from the lower level of the grid to be able to cope with several challenges, such as an increase of distributed, heterogeneous energy production, local storage, and electric vehicles. Most DSOs are not yet prepared for collecting, storing and processing these large amounts of data. This paper introduces a method for designing, validating and implementing such a system. The most important aspect of this method is the fact that the domain expert is able to validate the constructed conceptual model, before it is used to create a working system. This validation step adds to the quality of the model, and therefore to the resulting system. We have applied our method to a use case where a DSO researcher wants to answer questions such as "Can we recognize which appliances are present in households?" and "How can we cluster similar households?".
Original languageEnglish
Title of host publicationIEEE PowerTech 2015 Conference: Towards Future Power Systems and Emerging Technologies 29 June - 2 July 2015, Eindhoven, The Netherlands
Place of PublicationPiscataway
PublisherInstitute of Electrical and Electronics Engineers
Pages1-6
DOIs
Publication statusPublished - 2015

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