Non－Intrusive Electric Appliances Load Monitoring System
نویسندگان
چکیده
منابع مشابه
Non-Intrusive Appliances Load Monitoring System Using Neural Networks
A non-intrusive appliances load monitoring system has been developed to ascertain the behavior of each electrical appliance in a household by disaggregating the total household load demand. This system does not need to intrude into a house when metering power consumption of each appliance. Therefore, the system has significant cost advantages and is less troublesome to the customers. This paper...
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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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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.
متن کاملEvolving Non-Intrusive Load Monitoring
Non-intrusive load monitoring (NILM) identifies used appliances in a total power load according to their individual load characteristics. In this paper we propose an evolutionary optimization algorithm to identify appliances, which are modeled as on/off appliances. We evaluate our proposed evolutionary optimization by simulation with Matlab, where we use a random total load and randomly generat...
متن کاملSemi-Intrusive Load Monitoring for Large-Scale Appliances
Non-intrusive appliance load monitoring (NIALM) is to identify major energy guzzlers in a house or building without introducing extra metering cost. To develop an easy-to-use and scalable solution to energy disaggregation for contemporary large-scale appliance groups, we propose a Semi-Intrusive Appliance Load Monitoring (SIALM) approach in this paper. Based on a simple power model, a Sparse Sw...
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ژورنال
عنوان ژورنال: Journal of Japan Society for Fuzzy Theory and Intelligent Informatics
سال: 2011
ISSN: 1347-7986,1881-7203
DOI: 10.3156/jsoft.23.6_807