Non-Intrusive Load Monitoring: Theory, Technologies and Applications

by Hui Liu

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...

• 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"