Non-intrusive household appliance load identification method based on bee colony algorithm
A load identification, non-intrusive technology, applied in the direction of calculation, calculation model, instrument, etc., can solve problems such as easy to fall into local optimum, difficult engineering practical application, generalization ability to be considered, etc.
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[0061] In order to solve the problems that most non-intrusive load identification algorithms are complicated, the identification speed is slow, and the operation efficiency is low, which leads to the failure of practical engineering application, the present invention proposes a method for non-intrusive household appliance load identification based on the bee colony algorithm. To realize non-intrusive load identification, and achieve fast, accurate and efficient identification algorithm effects.
[0062] A non-intrusive home appliance load identification method based on bee colony algorithm, such as figure 1 As shown, including the following steps:
[0063] Step 1: Use the transformer to collect the electrical parameter characteristics of various common household appliances, and establish the corresponding load characteristic database;
[0064] The electrical parameter characteristics of the household appliances include transient characteristics and steady-state cha...
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