Cooling load combined measuring and calculating system suitable for a complex environment

Abstract

The invention discloses a cooling load combined measuring and calculating system adapting to a complex environment. The method includes the following steps: using a SVR-Winters-based variable-scale basic load measurement model to calculate the primary cooling load for the cooling load; using the EMD-Kmeans-based decomposition and re-aggregation model to eliminate the non-meteorological random factors and complete the cooling load and finishing secondary cooling load calculation eliminating non-meteorological random factors by using a Kmeans decomposition and repolymerization model to completesecondary cooling load measurement and calculation of the cooling load; wherein the primary cooling load measurement refers to regression by applying a support vector regression model according to thechange of the basic load on the monthly time scale and related influence factors. The invention relates to a cooling load combined measuring and calculating system suitable for a complex environment.The invention discloses a cooling load combined measuring and calculating system suitable for a complex environment. The secondary cooling load measurement and calculation solves the problems of large basic load inter-month difference, large daily fluctuation and the like, has high measurement and calculation precision and good adaptability, can effectively improve the load prediction precision and the power grid operation optimization speed, and brings a better use prospect.

Description

technical field [0001] The invention relates to the field of search management methods, in particular to a cooling load combination measurement system adapted to complex environments. Background technique [0002] With the development of load forecasting related technologies, a relatively complete and mature method system has been formed for load forecasting at various time scales, but there are few studies on cooling load, and the model accuracy is low. With the improvement of the level, the use of cooling equipment such as air conditioners has increased, and the cooling load has grown rapidly, and its proportion in the load structure has increased year by year, which has become an important reason for the maximum load in summer to hit new highs. Affected by extreme weather, the fluctuation of cooling load increases, which has a certain negative impact on the operation of the power grid. Its calculation and forecasting work has become one of the important links in the plann...

AI Technical Summary

Problems solved by technology

Affected by policies such as the new normal of the economy and capacity reduction, the base load varies greatly from month to month, and the traditional cooling load calculation method has limitations in such cases

[0003] The existing cooling load combination measurement system adapted to complex environments has certain disadvantages in use. The existing cooling load combination measurement system adapted to complex environments has inaccurate measurement results due to monthly differences in basic loads and large intraday fluctuations. , for this reason, we propose a combined cooling load calculation system that adapts to complex environments

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