The dataset contains two industrial cases with measurement devices installed at the medium voltage bus entrance and at the target load to be identified. It can be used for the research of non-invasive load monitoring algorithms. The types of data measured include three-phase voltage, current, active power, reactive power, as well as the amplitude and phase angle of each harmonic.

Dataset Files

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[1] Zhenyu Zhang, Yong Li, "Non-intrusive load monitoring datasets for two industrial scenarios", IEEE Dataport, 2022. [Online]. Available: http://dx.doi.org/10.21227/7b5a-g160. Accessed: Nov. 28, 2022.
@data{7b5a-g160-22,
doi = {10.21227/7b5a-g160},
url = {http://dx.doi.org/10.21227/7b5a-g160},
author = {Zhenyu Zhang; Yong Li },
publisher = {IEEE Dataport},
title = {Non-intrusive load monitoring datasets for two industrial scenarios},
year = {2022} }
TY - DATA
T1 - Non-intrusive load monitoring datasets for two industrial scenarios
AU - Zhenyu Zhang; Yong Li
PY - 2022
PB - IEEE Dataport
UR - 10.21227/7b5a-g160
ER -
Zhenyu Zhang, Yong Li. (2022). Non-intrusive load monitoring datasets for two industrial scenarios. IEEE Dataport. http://dx.doi.org/10.21227/7b5a-g160
Zhenyu Zhang, Yong Li, 2022. Non-intrusive load monitoring datasets for two industrial scenarios. Available at: http://dx.doi.org/10.21227/7b5a-g160.
Zhenyu Zhang, Yong Li. (2022). "Non-intrusive load monitoring datasets for two industrial scenarios." Web.
1. Zhenyu Zhang, Yong Li. Non-intrusive load monitoring datasets for two industrial scenarios [Internet]. IEEE Dataport; 2022. Available from : http://dx.doi.org/10.21227/7b5a-g160
Zhenyu Zhang, Yong Li. "Non-intrusive load monitoring datasets for two industrial scenarios." doi: 10.21227/7b5a-g160