Molding management apparatus
A molding management apparatus includes an operation section as a selection section that selects an objective variable, a correlation calculation section that calculates a correlation between time series data corresponding to an objective variable and a plurality of time series data sets corresponding to explanatory variables describing the objective variable, and a display section for displaying a plurality of time series data sets corresponding to the explanatory variable in a display mode based on correlation, and displaying the time series data corresponding to the objective variable and the plurality of time series data sets corresponding to the explanatory variable displayed in a display mode based on correlation along a common time axis.
1 . A molding management apparatus configured to connect to a molding apparatus that produces a molded article, comprising:
a selector which includes a keyboard, a mouse, or a touch panel, and through which an objective variable is selected;
a processor that calculates a correlation coefficient between objective variable time series data corresponding to the objective variable and each of a plurality of explanatory variable time series data sets corresponding to explanatory variables for explaining the objective variable; and
a display,
the processor further controlling the display to display, from among the plurality of explanatory variable time series data sets, two or more of explanatory variable time series data sets each for which an absolute value of the correlation coefficient calculated at the processor is larger than a preset reference value,
the processor further controlling the display to display, along a common time axis, the objective variable time series data and the two or more of explanatory variable time series data sets, and
to display the two or more of explanatory variable time series data sets, the processor rearranging the two or more of explanatory variable time series data sets in a descending order of the absolute value, such that one of the two or more of explanatory variable time series data sets, which has the largest absolute value among the two or more of explanatory variable time series data sets, is displayed so as to be closest to the objective variable time series data among the two or more of explanatory variable time series data sets.
2 . The molding management apparatus according to claim 1 , wherein:
the objective variable is information related to quality of the molded article, and
the explanatory variables are actual measurement values of an industrial machine related to production of the molded article or are information on four production elements.
3 . The molding management apparatus according to claim 2 , wherein:
the processor controls the display to display, from among the time series data of the actual measurement values of the industrial machine or the time series data of the information on the four production elements, time series data selected based on a defect type corresponding to the information related to the quality of the molded article.
4 . The molding management apparatus according to claim 1 , wherein
the processor controls the display to display the two or more of explanatory variable time series data sets in a box plot diagram.
5 . The molding management apparatus according to claim 1 , wherein
the objective variable is information relating to dimensions and appearance of the molded article.
6 . A molding management apparatus configured to connect to a molding apparatus that produces a molded article, comprising:
a processor that
selects an objective variable, and
calculates a correlation coefficient between objective variable time series data corresponding to the objective variable and each of a plurality of explanatory variable time series data sets corresponding to explanatory variables for explaining the objective variable; and
a display,
the processor further controlling the display to display, from among the plurality of explanatory variable time series data sets, two or more of explanatory variable time series data sets each for which an absolute value of the correlation coefficient calculated at the processor is larger than a preset reference value,
the processor further controlling the display to display, along a common time axis, the objective variable time series data and the two or more of explanatory variable time series data sets, and
to display the two or more of explanatory variable time series data sets, the processor rearranging the two or more of explanatory variable time series data sets in a descending order of the absolute value, such that one of the two or more of explanatory variable time series data sets, which has the largest absolute value among the two or more of explanatory variable time series data sets, is displayed so as to be closest to the objective variable time series data among the two or more of explanatory variable time series data sets.
7 . The molding management apparatus according to claim 6 , wherein
the objective variable is information relating to dimensions and appearance of the molded article.