System for Calibration of Nonintrusive Load Meters With Load Identification Ability
Result description
Nonintrusive load meters (NILMs) with a load identification ability have been developed in several institutes and companies. All load identification algorithms (LIAs) have a common characteristic: load identification is based on the current waveform. A system for calibration and testing of meters with load identification ability is presented in this paper. The system was based on generating arbitrary current waveforms of previously sampled home appliances. A tested NILM should measure the waveform and identify the simulated appliance. The load identification probability was measured for a selected LIA. An NILM was simulated by a common power quality meter and load identification was performed afterward in a computer. Simulations and sensitivity analysis were also performed to determine minimal properties of an NILM with selected LIA. The results showed that the system is able to measure load identification probability of an NILM and even detect various problems of the LIA.
Keywords
The result's identifiers
Result code in IS VaVaI
Result on the web
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7045514
DOI - Digital Object Identifier
Alternative languages
Result language
angličtina
Original language name
System for Calibration of Nonintrusive Load Meters With Load Identification Ability
Original language description
Nonintrusive load meters (NILMs) with a load identification ability have been developed in several institutes and companies. All load identification algorithms (LIAs) have a common characteristic: load identification is based on the current waveform. A system for calibration and testing of meters with load identification ability is presented in this paper. The system was based on generating arbitrary current waveforms of previously sampled home appliances. A tested NILM should measure the waveform and identify the simulated appliance. The load identification probability was measured for a selected LIA. An NILM was simulated by a common power quality meter and load identification was performed afterward in a computer. Simulations and sensitivity analysis were also performed to determine minimal properties of an NILM with selected LIA. The results showed that the system is able to measure load identification probability of an NILM and even detect various problems of the LIA.
Czech name
—
Czech description
—
Classification
Type
Jx - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
JB - Sensors, detecting elements, measurement and regulation
OECD FORD branch
—
Result continuities
Project
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
IEEE Transactions on Instrumentation and Measurement
ISSN
0018-9456
e-ISSN
—
Volume of the periodical
64
Issue of the periodical within the volume
6
Country of publishing house
US - UNITED STATES
Number of pages
5
Pages from-to
1350-1354
UT code for WoS article
—
EID of the result in the Scopus database
—
Result type
Jx - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP
JB - Sensors, detecting elements, measurement and regulation
Year of implementation
2015