New energy consumption capability determination method and system based on probability density function

The invention relates to a new energy consumption capability determination method and system based on a probability density function. The method comprises the following steps: constructing a new energy consumption production model and carrying out production simulation; performing Z-score standardiz...

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Hauptverfasser: ZHENG LEI, LI YIMING, XIAO FENG, MIN HAOLING, LIANG XIWEN, WU XINYUE
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to a new energy consumption capability determination method and system based on a probability density function. The method comprises the following steps: constructing a new energy consumption production model and carrying out production simulation; performing Z-score standardization processing and data reconstruction on the basic data to obtain a data matrix; determining a function relation between the single factor and the absorption capability through a polynomial fitting method; mapping the single-factor change low-dimensional data into a high-dimensional space by using a kernel function to obtain a high-dimensional space model; calculating a joint distribution function of the high-dimensional space model by using a probability density function, and constructing a multi-uncertainty new energy consumption model by considering Bayesian prior probability and posterior probability analysis; and determining a new energy consumption capability determined value according to the obtained mode