A missing sequence interpolation algorithm for power grid dispatching data under multisource data fusion
Rui Chen,
Xu Zhang,
Sheng Xu
et al.
Abstract:To solve the problem of missing values in dispatching data in power system, so as to improve the security and stability of power system. This article proposes a missing sequence interpolation algorithm for power grid dispatch data based on multi-source data fusion. Firstly, preprocess the multi-source power grid dispatch data, including data normalization, data serialization, etc. Then, construct an LSTM long-term and short-term memory network model, and train the model using existing data to learn the feature… Show more
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