Path signatures for non-intrusive load monitoring

Non-intrusive load monitoring (NILM) is the analysis of electricity loads by means of a single supply wire, so avoiding separate monitors on individual appliances. Some approaches to NILM use the V-I trajectory for feature generation but they apply ad-hoc rules to generate the feature vector. This p...

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Bibliographic Details
Main Authors: Moore, P, Iliant, TM, Ion, FA, Wu, Y, Lyons, T
Format: Conference item
Language:English
Published: Institute of Electrical and Electronics Engineers 2022