Artificial intelligence prediction model construction method applying power distribution network full-service big data
A predictive model and artificial intelligence technology, applied in the field of power grids, can solve problems such as frequent load changes, complex operation and maintenance services, complex and changeable distribution network faults, etc.
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[0021] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0022] An artificial intelligence forecasting model construction method applying distribution network full-service big data is characterized in that it includes the following steps:
[0023] 1) Data preprocessing: Select the business data of the distribution network business for analysis and verification. The overall data set is divided into a training set and a test set. The characteristics are transaction data and technical indicators. The transaction data needs to be normali...
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