Energy-using data analysis system based on data mining

Abstract

The invention discloses an energy-using data analysis system based on data mining. The system comprises a (1) a data integration module, (2) a data-mining-based data analysis module and (3) an intelligent data processing module, wherein the the data-mining-based data analysis module is used for analyzing the data in a classifying and itemizing way; the intelligent data processing module comprises a missing value processing module and a data analysis and predication module; the missing value processing module is used for selecting a missing value to compute the acquisition loss of model compensating electric quantity data; and the data analysis and predication module is used for carrying out the data mining by artificially triggering an explore mode, selecting a data algorithm module to process the selected data, and carrying out the normal data mining under a normal mode. After the data analysis system disclosed by the invention is used, the comprehensive analysis and process of a data system can be effectively guaranteed, so that the analysis and process work of the energy-using data can be completed. Furthermore, the data can be effectively preprocessed by certain algorithms in the aspects of data mining in the prior art, so that the electric energy data quality evaluation and the electric energy data analysis and predication can be carried out through the advanced and effective algorithm after the processing.

Description

technical field [0001] The patent of the present invention relates to an energy consumption data analysis system based on data mining. The invention belongs to the field of power system data analysis. Background technique [0002] The previous power system energy consumption data analysis is functionally scattered and incomplete, failing to form an overall system structure, and the data used is also scattered partial data, which cannot be used for all-round energy consumption data analysis and multi-dimensional analysis. The energy consumption data display of the scene. In addition, the previous data analysis and processing failed to fully consider the massive data analysis and processing issues. Therefore, more in-depth research on energy use analysis was carried out, and a complete system of energy use was proposed based on the current urgent need for information disclosure. Data analysis system is very necessary. [0003] The smart energy management system is the secon...

AI Technical Summary

Problems solved by technology

[0002] The previous power system energy consumption data analysis is functionally scattered and incomplete, failing to form an overall system structure, and the data used is also scattered partial data, which cannot be used for all-round energy consumption data analysis and multi-dimensional analysis. Scenario energy consumption data display

In addition, the previous data analysis and processing failed to fully consider the massive data analysis and processing issues. Therefore, more in-depth research on energy use analysis was carried out, and a complete system of energy use was proposed based on the current urgent need for information disclosure. Data analysis system is very necessary

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