Research on Non-intrusive Residential Electric Load Identification System Based on SOPC
نویسندگان
چکیده
منابع مشابه
Unsupervised Non-Intrusive Load Monitoring of Residential Appliances
Non-Intrusive Load Monitoring (NILM) is a technique in which electrical appliances are monitored through the disaggregation of the aggregate electrical signal gathered from a single metering point. NILM has recently attracted wide interest in research for application in both the commercial and residential sectors. In this paper, a completely unsupervised NILM system is proposed for application ...
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This paper presents the proposal of A new methodology for the identification of residential equipment in non-intrusive load monitoring systems that is based on a Convolutional Neural Network to classify equipment. The transient power signal data obtained at the time an equipment is connected in a residence is used as inputs to the system. The methodology was developed using data from a public d...
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Energy management systems strive to use energy resources efficiently, save energy, and reduce carbon output. This study proposes transient feature analyses of the transient response time and transient energy on the power signatures of non-intrusive demand monitoring and load identification to detect the power demand and load operation. This study uses the wavelet transform (WT) of the time-freq...
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In response to the governmental policy of saving energy sources and reducing CO2, and carry out the resident quality of local; this paper proposes a new method for a non-intrusive load-monitoring (NILM) system in smart home to implement the load identification of electric equipments and establish the electric demand management. Non-intrusive load-monitoring techniques were often based on power ...
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Non-Intrusive Load Monitoring (NILM) is a technique that determines the load composition of a household through a single point of measurement at the main power feed. Here we presented an unsupervised approach to determine the number of appliances in the household, their power consumption and the state of each one at any given moment.
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ژورنال
عنوان ژورنال: Journal of Physics: Conference Series
سال: 2021
ISSN: 1742-6588,1742-6596
DOI: 10.1088/1742-6596/1732/1/012159