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Model parameter value estimating apparatus and method, program, recording medium recording program, model parameter value estimating system

机译:模型参数值估计装置和方法,程序,记录介质记录程序,模型参数值估计系统

摘要

A model model (2) for predicting the operation of the target product, the plant model (2) for inputting the model parameter value and calculating the process value, and a model parameter A storage unit 4 for storing the calculation results of the model parameter value estimating unit 3 and an output unit 5 for outputting the calculation result of the model parameter value estimating unit 3 In the model parameter value estimating apparatus 100, the model parameter value estimating unit 3 receives the measured values of the target product and the plurality of process values calculated in the plant model 2, and calculates a plurality of The probability density function accumulated in the accumulation unit 4 is updated by considering the function generated based on the accuracy evaluation of the process value as a likelihood function. Thereby, it is possible to provide a model parameter value estimating apparatus and an estimating method capable of estimating a model parameter value even when the distribution shape or the statistical quantity with respect to the probability density function is unknown or difficult to estimate.
机译:用于预测目标产品的运行的模型模型(2),用于输入模型参数值并计算过程值的工厂模型(2)和用于存储模型参数的计算结果的模型参数A存储单元4值估计单元3和用于输出模型参数值估计单元3的计算结果的输出单元5在模型参数值估计设备100中,模型参数值估计单元3接收目标产品的测量值和多个在工厂模型2中计算出的处理值,并计算多个。通过将基于处理值的精度评估而生成的函数视为似然函数来更新在累积单元4中累积的概率密度函数。从而,可以提供即使在关于概率密度函数的分布形状或统计量未知或难以估计的情况下也能够估计模型参数值的模型参数值估计装置和估计方法。

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