Carbon emission tampering user identification method and device, equipment and storage medium
The invention provides a carbon emission tampering user identification method and device, equipment and a storage medium, and the method comprises the steps: obtaining the carbon emission data of a to-be-detected user, screening the abnormal values in the carbon emission data, marking the data, whic...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention provides a carbon emission tampering user identification method and device, equipment and a storage medium, and the method comprises the steps: obtaining the carbon emission data of a to-be-detected user, screening the abnormal values in the carbon emission data, marking the data, which is a tampering point, in the abnormal values as a first tampering point, and correcting the remaining abnormal values to obtain preprocessed data; generating an isolated forest based on the preprocessed data; acquiring other data except the first tampering point in the preprocessed data as to-be-tested data, calculating an abnormal score of each piece of to-be-tested data in the isolated forest, and marking the corresponding to-be-tested data as a second tampering point when the abnormal score is in a preset interval; and respectively calculating proportions of the first tampering point and the second tampering point in the carbon emission data, and obtaining an identification result of the carbon emission tamper |
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