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Prediction model generation device, prediction model generation method by prediction model generation device, and prediction device

机译:预测模型生成装置,由预测模型生成装置进行的预测模型生成方法以及预测装置

摘要

A learned model capable of predicting a control process value with high accuracy is generated. A prediction model generation device (2) is acquired by an image extraction unit (211) that acquires a plurality of images in chronological order from a plurality of images of past images of dust, and an image extraction unit. An image specifying unit (213) that specifies, as a learning target image group, an image group that includes a plurality of images in which the amount of movement of the dust area in the previous image is within a predetermined range, a learning target image group, and a control process value. A model generation unit (215) that generates a learned model capable of predicting the change tendency by performing machine learning using the teacher data associated with the tendency information indicating the change tendency. [Selection diagram] Figure 2
机译:生成能够以高精度预测控制过程值的学习模型。预测模型生成装置(2)由从过去的尘埃图像的多个图像中按时间顺序获取多个图像的图像提取单元(211)和图像提取单元获取。图像指定单元(213),将包括先前图像中的灰尘区域的移动量在预定范围内的多个图像的图像组指定为学习目标图像组,作为学习目标图像组。组和控制过程值。模型生成单元(215)生成学习模型,该学习模型能够通过使用与指示变化趋势的趋势信息相关联的教师数据执行机器学习来预测变化趋势。 [选择图]图2

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