METHOD AND SYSTEM FOR ANALYZING REGIONAL ENERGY INTERNET LOAD BEHAVIOR BASED ON RANDOM MATRIX
A method and system for analyzing a regional energy Internet load behavior based on a random matrix. Obtaining a coupled meteorological factor index according to acquired meteorological data; obtaining an influence factor matrix according to coupled meteorological index data; obtaining a basic state...
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Zusammenfassung: | A method and system for analyzing a regional energy Internet load behavior based on a random matrix. Obtaining a coupled meteorological factor index according to acquired meteorological data; obtaining an influence factor matrix according to coupled meteorological index data; obtaining a basic state matrix according to active load data; obtaining an augmented data source matrix according to the basic state matrix and the influence factor matrix, and obtaining a Pearson correlation coefficient matrix by calculating Pearson correlation coefficients of the coupled meteorological factor index and the active load data; obtaining a source matrix according to the matrices; obtaining the random matrix after performing matrix transformation on the source matrix; obtaining probability density distribution after performing spectrum analysis on characteristic values of the random matrix, and obtaining an abnormality recognition result of the active load data according to comparison between the probability density distribution and historical probability density distribution. |
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