Can I read Deep Learning for Non-Intrusive Load Monitoring on EtoBox?
Deep Learning for Non-Intrusive Load Monitoring by johnson auk is a document available to read on EtoBox.
What is Deep Learning for Non-Intrusive Load Monitoring about?
This document summarizes a research paper that presents a practical non-intrusive load monitoring (NILM) solution using deep learning and post-processing techniques. The proposed approach uses minimum information from customers, requiring no sub-metered appliance data. It aims to effectively estimate the energy consumption of common multi-functional home appliances using only overall power measurements. The solution includes a convolutional neural network model and a novel post-processing technique to boost
- Author
- johnson auk
- Language
- EN