Non-intrusive residential user load decomposition method based on residual convolution module
A load decomposition, non-intrusive technology, applied in the field of power systems, can solve the problems of difficulty in implementation, low decomposition accuracy, and difficulty in large-scale promotion, so as to reduce electricity costs, improve decomposition accuracy, and facilitate safe, stable and economical operation. Effect
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[0063] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.
[0064] Please refer to Figure 1 to Figure 5 , the present invention is a non-intrusive residential user load decomposition method based on a residual convolution module, the steps of which include:
[0065] Step 1: Obtain training data and perform data preprocessing;
[0066] Step 1.1: Obtain the total active power of the household and the active power of each electrical appliance in the public data set; the total active power of the household and the active power of each electrical appliance are active power data under steady-state operation; in this embodiment, the public data set uses public data Set UK-DALE to obtain the electricity consumption data of user 1 in the public data set UK-DALE, and collect the active data of the househol...
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