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LINEARIZATION PROCESSING METHOD AND DEVICE FOR NONLINEAR MODEL, AND STORAGE MEDIUM

机译:非线性模型的线性化处理方法和装置和存储介质

摘要

A linearization processing method and device for a nonlinear model, and a storage medium. Said method comprises: for a nonlinear model of each device, determining a value range of each input parameter of the model (101); dividing, on the basis of multiple interpolation points, the value range of each input parameter into multiple sub-intervals (102); evenly determining multiple input sample values in each sub-interval (103); traversing input sample value combinations of various input parameters of the model, and obtaining an output sample value combination corresponding to each input sample value combination by using the nonlinear model (104); and generating a tensor table by using all input sample value combinations and the corresponding output sample value combinations thereof (105). Said method can realize linearization processing of a nonlinear model for some models comprising nonlinear physical processes.
机译:非线性模型的线性化处理方法和装置,以及存储介质。所述方法包括:对于每个设备的非线性模型,确定模型的每个输入参数的值范围(101);在多个插值点的基础上划分每个输入参数的值范围为多个子间隔(102);均匀地确定每个子间隔(103)中的多个输入样本值;遍历模型的各种输入参数的输入样本值组合,并通过使用非线性模型(104)获得与每个输入样本值组合对应的输出样本值组合;通过使用所有输入样本值组合和对应的输出样本值组合(105)来生成张表表。所述方法可以实现包括非线性物理过程的某些型号的非线性模型的线性化处理。

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