Online real-time optimization method and device for steam power system
A technology of steam power system and optimization method, applied in general control system, control/regulation system, information technology support system, etc., can solve the problems of shortened maintenance cycle, offline model can not adapt to changes, cost increase, etc., to reduce labor intensity , improve the executable, ensure the effect of accuracy
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[0057] Example: an online real-time optimization device for a steam power system, such as figure 1 As shown in the figure, it includes: a data acquisition and processing module 1, which is used to collect equipment operation data, environmental data, price data and laboratory analysis data of the steam power system, and perform preprocessing and steady-state detection on the equipment operation data to obtain a high-quality data set ;
[0058] The equipment model module 2 is used to perform Gaussian transformation on the data set to obtain a normal distributed data set. Then use the Gaussian mixture clustering algorithm to cluster the data, and use the multiple linear regression model in each cluster to establish the steam power system equipment model;
[0059] The optimization and solution module 3 is used to establish the optimization model of the steam power system with the lowest operating cost of the steam power system as the objective function, optimize the solution of ...
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