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Paperback Non-Intrusive Load Monitoring: Theory, Technologies and Applications Book

ISBN: 9811518629

ISBN13: 9789811518621

Non-Intrusive Load Monitoring: Theory, Technologies and Applications

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Format: Paperback

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Book Overview

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...

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