Non-Intrusive Load Monitoring: Theory, Technologies and Applications

by Hui Liu

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Introduction.- Detection of Transient Events in Time Series.- Appliance Signature Extraction.- Appliance Identification Based on Template Matching.- Steady State Current Decomposition Based Appliance Identification.- Machine Learning Based Appliance Identification.- Hidden Markov Models Based Appliance Identification.- Deep Learning Based Appliance Identification.- Deterministic Prediction of Electric Load Time Series.- Interval Prediction of Electric Load Time Series.

Format:Paperback

Language:English

ISBN:9811518629

ISBN13:9789811518621

Release Date:January 2021

Publisher:Springer

Length:277 Pages

Weight:0.91 lbs.

Dimensions:0.6" x 6.1" x 9.2"

Related Subjects

Computers Computers & Technology Engineering Technology

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Non-Intrusive Load Monitoring: Theory, Technologies and Applications

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