The rule-based method for the non-intrusive electrical appliances identification
P Bilski, W Winiecki - 2015 IEEE 8th International Conference …, 2015 - ieeexplore.ieee.org
2015 IEEE 8th International Conference on Intelligent Data …, 2015•ieeexplore.ieee.org
The paper presents the application of the rules-based method to the non-intrusive
identification of electrical energy appliances in the household. This up-to-date problem
consists in three stages: detection of turning the device on or off, calculating its features
based on the measured current and identifying the specific device. All stages were
described in detail, including the description of the newly proposed rules induction
algorithm. The tests conducted on the laboratory data show the advantages and …
identification of electrical energy appliances in the household. This up-to-date problem
consists in three stages: detection of turning the device on or off, calculating its features
based on the measured current and identifying the specific device. All stages were
described in detail, including the description of the newly proposed rules induction
algorithm. The tests conducted on the laboratory data show the advantages and …
The paper presents the application of the rules-based method to the non-intrusive identification of electrical energy appliances in the household. This up-to-date problem consists in three stages: detection of turning the device on or off, calculating its features based on the measured current and identifying the specific device. All stages were described in detail, including the description of the newly proposed rules induction algorithm. The tests conducted on the laboratory data show the advantages and disadvantages of the approach with the suggested modifications in the future.
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