Non-Intrusive Load Monitoring for Energy Consumption Disaggregation

Author:

Aravind P R1,Sarath T V1

Affiliation:

1. Amrita School of Engineering, Coimbatore Amrita Vishwa Vidyapeetham,Department of Electrical and Electronics Engineering,India

Publisher

IEEE

Reference20 articles.

1. REDD: A Public Data Set for Energy Disaggregation Research;kolter;Artif Intell,2011

2. COOLL: Controlled On/Off loads library, a public dataset of high-sampled electrical signals for appliance identification;picon;arXiv 1611 05803,2016

3. Whited-a worldwide household and industry transient energy dataset;kahl;Workshop on Non-Intrusive Load Monitoring (NILM) Proceedings of the 3rd International,2016

4. A synthetic energy dataset for non-intrusive load monitoring in households

5. Approach to Non-Intrusive Load Monitoring using Factorial Hidden Markov Model

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2. Abnormal Operations Detection of Residential Electric Appliances using Non-Intrusive Load Monitoring;2024 IEEE 9th International Conference for Convergence in Technology (I2CT);2024-04-05

3. Real-Time Non-Intrusive Load Monitoring System for Residential Appliance Identification;2024 4th International Conference on Advanced Research in Computing (ICARC);2024-02-21

4. Deep Neural Networks in Power Systems: A Review;Energies;2023-06-17

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