Simulation device and simulation method
US-2022374566-A1 · Nov 24, 2022 · US
US11886701B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11886701-B2 |
| Application number | US-201917629290-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jul 23, 2019 |
| Priority date | Jul 23, 2019 |
| Publication date | Jan 30, 2024 |
| Grant date | Jan 30, 2024 |
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A data management device selects acquisition data of a deletion target from a storage device storing multiple acquisition data acquired by a board work machine performing a predetermined board work on a board. The data management device includes an acquisition section and a selection section. The acquisition section divides an evaluation index when evaluating a target object extracted from the acquisition data or the board work using the target object into multiple classes and acquires frequency-related information obtained by calculating a frequency of the acquisition data belonging to each of the classes for the multiple acquisition data of the same type stored in the storage device. The selection section selects the acquisition data having a higher frequency as the acquisition data of the deletion target by using the frequency-related information acquired by the acquisition section.
Opening claim text (preview).
The invention claimed is: 1. A data management device for selecting acquisition data of a deletion target from a storage device storing multiple acquisition data acquired by a board work machine performing a predetermined board work on a board, the data management device comprising: an acquisition section configured to divide an evaluation index when evaluating a target object extracted from the acquisition data or the board work using the target object into multiple classes and to acquire frequency-related information obtained by calculating a frequency of the acquisition data belonging to each of the classes for the multiple acquisition data of the same type stored in the storage device; and a selection section configured to select the acquisition data having a higher frequency, as the acquisition data of the deletion target by using the frequency-related information acquired by the acquisition section. 2. The data management device according to claim 1 , wherein the selection section is configured to select, as the acquisition data of the deletion target, the acquisition data belonging to a class that is a component of the multiple classes and is set as an allowable range of a measurement value of the target object or an allowable range of the board work using the target object. 3. The data management device according to claim 1 , wherein the selection section is configured to select the acquisition data stored to exceed the maximum storage number of the acquisition data set for each of the multiple classes, as the acquisition data of the deletion target. 4. The data management device according to claim 1 , wherein the frequency-related information is frequency distribution data in which the class of the evaluation index and the frequency of the acquisition data are recorded for each class, or a frequency distribution or a relative frequency distribution created based on the frequency distribution data. 5. The data management device according to claim 1 , wherein the board work machine includes a pass/fail determination section that is configured to determine pass/fail of the board work based on the acquisition data, and when the acquisition data used when the pass/fail determination section is configured to determine that a work result of the board work is satisfactory is defined as satisfactory acquisition data, and the acquisition data used when the pass/fail determination section is configured to determine that the work result of the board work is defective is defined as defective acquisition data, the selection section is configured to select the satisfactory acquisition data as the acquisition data of the deletion target as compared with the defective acquisition data. 6. The data management device according to claim 5 , wherein, as compared with related satisfactory acquisition data which is the satisfactory acquisition data related to the defective acquisition data, the selection section is configured to select the satisfactory acquisition data other than the related satisfactory acquisition data as the acquisition data of the deletion target. 7. The data management device according to claim 6 , wherein the satisfactory acquisition data, in which at least one of a usage device to be used in the board work, a work condition of the board work, a type of the target object used in the board work, a manufacturer of the target object, and a manufacturing lot of the target object is the same, is related to the defective acquisition data. 8. The data management device according to claim 6 , wherein retry-time satisfactory acquisition data which is the acquisition data used when the pass/fail determination section is configured to determine that the work result of the board work at a time of retry is satisfactory after the board work is retried because the pass/fail determination section is configured to determine that the work result of the board work is defective, is the related satisfactory acquisition data. 9. The data management device according to claim 1 , further comprising: a deletion section configured to delete the acquisition data having a longer elapsed time calculated from a point in time when the acquisition data is stored in the storage device, among the acquisition data of the deletion target selected by the selection section. 10. The data management device according to claim 1 , further comprising: a deletion section configured to delete the acquisition data having a longer elapsed time calculated from a point in time of a last reference to the acquisition data, among the acquisition data of the deletion target selected by the selection section. 11. The data management device according to claim 1 , further comprising: a deletion section configured to delete the acquisition data having the smaller number of references, among the acquisition data of the deletion target selected by the selection section. 12. The data management device according to claim 1 , wherein the acquisition data is image data of a capture image obtained by imaging the target object by using the board work machine, the evaluation index is a measurement value of the target object acquired from the image data, and the target object is evaluated based on the measurement value. 13. The data management device according to claim 1 , wherein the acquisition data is image data of a capture image obtained by imaging the target object by using the board work machine, the evaluation index is a measurement value of a positional deviation amount or a rotation angle for a predetermined position of the target object acquired from the image data, and the board work using the target object is evaluated based on the measurement value.
Improving or facilitating administration, e.g. storage management · CPC title
Erasing, e.g. deleting, data cleaning, moving of data to a wastebasket · CPC title
Single storage device · CPC title
the monitoring devices being integrated in the mounting machine, e.g. for monitoring components, leads, component placement · CPC title
Quality monitoring using results from monitoring devices, e.g. feedback loops (H05K13/084 takes precedence) · CPC title
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