Abnormality determination and estimation method for product of plastic working, and an abnormality determination and estimation device
First Claim
1. An abnormality determination and estimation method for a product of plastic working, comprising:
- providing an AE sensor in a processing apparatus of the product of the plastic working, for detecting an elastic wave in the processing apparatus; and
performing an abnormality determination and estimation for discriminating at least two or more abnormalities of the product of plastic working and estimating a presence or an absence of the abnormality for each processing step of the processing apparatus based on the elastic wave that is generated in the processing step of the plastic working detected by the AE sensor;
whereinperforming the abnormality determination and estimation step estimates the presence or absence of the abnormality of the product of plastic working with respect to an elastic wave in processing of a non-defective product, based on a first elastic wave that is an elastic wave generated in a processing step immediately before an upper die comes into contact with a lower die after start of plastic working, a second elastic wave that is an elastic wave generated in a processing step when the upper die comes into contact with the lower die, and a third elastic wave that is an elastic wave generated in a processing step after the upper die comes into contact with the lower die.
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Abstract
The abnormality determination and estimation device (200a) estimates the presence or absence of an abnormality of the product of plastic working with respect to an elastic wave in processing of a non-defective product, based on a first elastic wave A1 that is an elastic wave generated in a processing step immediately before an upper die comes into contact with a lower die after the beginning of plastic working, a second elastic wave A2 that is an elastic wave generated in a processing step when the upper die comes into contact with the lower die, and a third elastic wave A3 that is an elastic wave generated in a processing step after the upper die comes into contact with the lower die. This makes it possible to improve the precision of abnormality detection and discriminate the abnormalities.
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Citations
18 Claims
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1. An abnormality determination and estimation method for a product of plastic working, comprising:
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providing an AE sensor in a processing apparatus of the product of the plastic working, for detecting an elastic wave in the processing apparatus; and performing an abnormality determination and estimation for discriminating at least two or more abnormalities of the product of plastic working and estimating a presence or an absence of the abnormality for each processing step of the processing apparatus based on the elastic wave that is generated in the processing step of the plastic working detected by the AE sensor;
whereinperforming the abnormality determination and estimation step estimates the presence or absence of the abnormality of the product of plastic working with respect to an elastic wave in processing of a non-defective product, based on a first elastic wave that is an elastic wave generated in a processing step immediately before an upper die comes into contact with a lower die after start of plastic working, a second elastic wave that is an elastic wave generated in a processing step when the upper die comes into contact with the lower die, and a third elastic wave that is an elastic wave generated in a processing step after the upper die comes into contact with the lower die. - View Dependent Claims (2, 3, 4, 5)
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6. An abnormality determination and estimation device for a product of plastic working in the plastic working, comprising:
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an AE sensor, provided in a processing apparatus of the product of the plastic working, for detecting an elastic wave in the processing apparatus; and abnormality determination and estimation means for discriminating at least two or more abnormalities and estimating a presence or absence of the abnormality of the product of plastic working based on the elastic wave that is generated in the plastic working detected by the AE sensor for every processing step of the processing apparatus;
whereinthe abnormality determination and estimation device estimates the presence or absence of the abnormality of the product of plastic working based on a first elastic wave that is an elastic wave generated in a processing step immediately before an upper die comes into contact with a lower die after start of the plastic working, a second elastic wave that is an elastic wave generated in a processing step when the upper die comes into contact with the lower die, and a third elastic wave that is an elastic wave generated in a processing step after the upper die comes into contact with the lower die. - View Dependent Claims (7, 8, 9, 10)
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11. An abnormality determination and estimation method for a product of plastic working, comprising:
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providing an AE sensor in a processing apparatus of the product of the plastic working; detecting an elastic wave that is generated during a processing step of the plastic working in the processing apparatus, with the AE sensor; discriminating at least two or more abnormalities of the product of the plastic working; estimating a presence or absence of the abnormality for each processing step of the processing apparatus during the plastic working, based on the elastic wave detected by the AE sensor; and estimating the presence or absence of the abnormality of the product of plastic working with respect to an elastic wave in processing of a non-defective product, based on a first elastic wave that is an elastic wave generated in a processing step immediately before an upper die comes into contact with a lower die after start of plastic working, a second elastic wave that is an elastic wave generated in a processing step when the upper die comes into contact with the lower die, and a third elastic wave that is an elastic wave generated in a processing step after the upper die comes into contact with the lower die. - View Dependent Claims (12, 13, 14, 15)
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16. An abnormality determination and estimation method for a product of plastic working, comprising:
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providing an AE sensor in a processing apparatus of the product of the plastic working, for detecting an elastic wave in the processing apparatus; and performing an abnormality determination and estimation for discriminating at least two or more abnormalities of the product of plastic working and estimating a presence or an absence of the abnormality for each processing step of the processing apparatus based on the elastic wave that is generated in the processing step of the plastic working detected by the AE sensor;
whereinthe abnormality determination and estimation step estimates the presence or absence of the abnormality for each processing step of the processing apparatus based on at least first and second elastic waves detected by the AE sensor; the first elastic wave is generated in a processing step when a pair of opposite dies used for the plastic working are positioned at a first position; and the second elastic wave is generated in a processing step when the pair of opposite dies used for the plastic working are positioned at a second position different from the first position.
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17. An abnormality determination and estimation device for a product of plastic working in the plastic working, comprising:
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an AE sensor, provided in a processing apparatus of the product of the plastic working, for detecting an elastic wave in the processing apparatus; and abnormality determination and estimation means for discriminating at least two or more abnormalities and estimating a presence or absence of the abnormality of the product of plastic working based on the elastic wave that is generated in the plastic working detected by the AE sensor for every processing step of the processing apparatus;
whereinthe abnormality determination and estimation step estimates the presence or absence of the abnormality for each processing step of the processing apparatus based on at least first and second elastic waves detected by the AE sensor; the first elastic wave is generated in a processing step when a pair of opposite dies used for the plastic working are positioned at a first position; and the second elastic wave is generated in a processing step when the pair of opposite dies used for the plastic working are positioned at a second position different from the first position.
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18. An abnormality determination and estimation method for a product of plastic working, comprising:
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providing an AE sensor in a processing apparatus of the product of the plastic working; detecting an elastic wave that is generated during a processing step of the plastic working in the processing apparatus, with the AE sensor; discriminating at least two or more abnormalities of the product of the plastic working; estimating a presence or absence of the abnormality for each processing step of the processing apparatus during the plastic working, based on the elastic wave detected by the AE sensor;
whereinthe abnormality determination and estimation step estimates the presence or absence of the abnormality for each processing step of the processing apparatus based on at least first and second elastic waves detected by the AE sensor; the first elastic wave is generated in a processing step when a pair of opposite dies used for the plastic working are positioned at a first position; and the second elastic wave is generated in a processing step when the pair of opposite dies used for the plastic working are positioned at a second position different from the first position.
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Specification