Nonintrusive Load Monitoring Method Based on Color Encoding and Improved Twin Support Vector Machine
In the process of traditional power load identification, the load information of V-I track is missing, the image similarity of V-I track of some power loads is high and the recognition effect is not good, and the training time of recognition model is too long. In view of the abovementioned situation...
Main Authors: | Ruoyuan Zhang, Yuan Wang, Yang Song |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2022-07-01
|
Series: | Frontiers in Energy Research |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fenrg.2022.906458/full |
Similar Items
-
Three-Phase Electrical Measurement Representations for Nonintrusive Load Diagnostics
by: Daisy H. Green, et al.
Published: (2022-01-01) -
Steady state signatures in the time domain for nonintrusive appliance identification
by: Yulieth Jimenez, et al.
Published: (2015-06-01) -
A Field Study of Nonintrusive Load Monitoring Devices and Implications for Load Disaggregation
by: Ebony Mayhorn, et al.
Published: (2023-10-01) -
Towards energy‐efficient smart homes via precise nonintrusive load disaggregation based on hybrid ANN–PSO
by: R. Ramadan, et al.
Published: (2023-07-01) -
A Nonintrusive Load Identification Model Based on Time-Frequency Features Fusion
by: Kexin Li, et al.
Published: (2021-01-01)