CN114705936A - Product state judgment method, device, equipment and storage medium - Google Patents

Product state judgment method, device, equipment and storage medium Download PDF

Info

Publication number
CN114705936A
CN114705936A CN202210335602.7A CN202210335602A CN114705936A CN 114705936 A CN114705936 A CN 114705936A CN 202210335602 A CN202210335602 A CN 202210335602A CN 114705936 A CN114705936 A CN 114705936A
Authority
CN
China
Prior art keywords
test
product
information
state
target
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202210335602.7A
Other languages
Chinese (zh)
Inventor
魏鑫
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Goertek Inc
Original Assignee
Goertek Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Goertek Inc filed Critical Goertek Inc
Priority to CN202210335602.7A priority Critical patent/CN114705936A/en
Publication of CN114705936A publication Critical patent/CN114705936A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/003Environmental or reliability tests

Landscapes

  • Engineering & Computer Science (AREA)
  • Environmental & Geological Engineering (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Factory Administration (AREA)

Abstract

The invention discloses a method, a device, equipment and a storage medium for judging the state of a product, wherein the method for judging the state of the product comprises the following steps: obtaining first test information obtained by performing reliability test on a first to-be-detected product in a failure undetected state; comparing the first test information with target rule information, wherein the target rule information is determined based on second test information for determining that the product is in a failure non-ascertained state, which is obtained in a reliability test of the product; and when the first test information is consistent with the target rule information, determining that the state of the first product to be detected is a failure found state. The invention realizes the judgment of the failure found state of the product by using an automatic method in the reliability test process, and improves the judgment efficiency and the judgment result accuracy.

Description

Product state judgment method, device, equipment and storage medium
Technical Field
The present invention relates to the field of product testing technologies, and in particular, to a method, an apparatus, a device, and a storage medium for determining a product status.
Background
In order to evaluate the service life of a product, reliability tests need to be performed on the product after production. The reliability test is a continuous and cyclic process, and in the test process, different test links comprise different test conditions and test contents. When the product is abnormal in the reliability test process, the engineer performs failure analysis on the product, and puts the product into the next cycle for testing under the condition that the abnormality of the product is determined not to influence the reliability test. In the next round of reliability test process, if the same abnormal condition occurs in the same link of the product, the product is marked as a failure found state, the reliability test is continued on the product in the failure found state, and the failure analysis is not performed on the product in the same link in the test until a new abnormal condition occurs. At present, in the reliability test process, the judgment of the failure found state of a product mainly depends on manual work, and the problems of low efficiency and low accuracy of judgment results exist.
Disclosure of Invention
The invention mainly aims to provide a product state judgment method, and aims to solve the technical problems of low efficiency and low judgment result accuracy in the reliability test process of judging the invalid and found state of a product.
In order to achieve the above object, the present invention provides a product state determination method, the product state determination comprising the steps of:
acquiring first test information obtained by performing reliability test on a first to-be-detected product in a failure undetected state;
comparing the first test information with target rule information, wherein the target rule information is determined based on second test information for determining that the product is in a failure non-ascertained state, which is obtained in a reliability test of the product;
and when the first test information is consistent with the target rule information, determining that the state of the first product to be detected is a failure found state.
Optionally, the step of acquiring first test information obtained by performing a reliability test on the first to-be-detected product in the failure undetected state includes:
acquiring third test information obtained by performing reliability test on the first product to be tested;
when it is determined that the third test information includes a flag of the failure undetermined state, the third test information is regarded as the first test information.
Optionally, before the step of comparing the first test information with the target rule information, the method further includes:
determining whether a preset abnormal condition occurs in the first product to be detected according to abnormal value information obtained by performing reliability test on the first product to be detected;
and when the first product to be detected has no abnormal condition, executing the step of comparing the first test information with the target rule information.
Optionally, before the step of comparing the first test information with the target rule information, the method further includes:
acquiring a target production batch of a first product to be detected, and acquiring first rule information corresponding to the target production batch from preset first rule information corresponding to various production batches as target rule information, wherein the first rule information is determined based on second test information which is acquired by products corresponding to the production batches in a reliability test and is used for judging that the products are in a failure undetected state; or the like, or, alternatively,
acquiring target test conditions of a first product to be detected, and acquiring second rule information corresponding to the target test conditions from second preset rule information corresponding to various test conditions as target rule information, wherein the second rule information is determined based on second test information which is acquired by a product corresponding to the test conditions in a reliability test and is used for judging that the product is in a failure undetected state; or the like, or, alternatively,
and acquiring a target test station of the first product to be tested, and acquiring third rule information corresponding to the target test station from third rule information preset correspondingly to various test stations as target rule information, wherein the third rule information is determined based on second test information which is acquired by the product corresponding to the test station in a reliability test and is used for judging that the product is in a failure undetected state.
Optionally, before the step of comparing the first test information with the target rule information, the method further includes:
acquiring fourth test information obtained by performing reliability test on a second product to be tested in an unmarked state;
when the first to-be-detected product is determined to be in a failure undetected state according to the fourth test information, acquiring a failure analysis result of the first to-be-detected product;
and when the undetected state of the failure does not influence the reliability test on the first product to be detected according to the failure analysis result, determining target rule information based on the fourth test information.
Optionally, when it is determined that the first product to be tested is in a failure undetected state according to the fourth test information, the step of obtaining a failure analysis result of the first product to be tested further includes:
comparing the fourth test information with preset standard information;
and when the fourth test information is inconsistent with the standard information, determining that the first product to be detected is in a failure undetermined state.
Optionally, the step of comparing the first test information with the target rule information includes:
when the type of the test value in the first test information is a character type, performing character string matching on the test value and a target value in the target rule information, and when the test value is consistent with the target value in the matching, determining that the first test information is consistent with the target rule information;
and when the type of the test value in the first test information is a numerical type, comparing the test value with a target numerical range in the target rule information, and when the test value is within the target numerical range, determining that the first test information is consistent with the target rule information.
In order to achieve the above object, the present invention also provides a product state determination device including:
the acquisition module is used for acquiring first test information obtained by performing reliability test on a first to-be-detected product in a failure undetected state;
a comparison module for comparing the first test information with target rule information, wherein the target rule information is determined based on second test information for determining that the product is in a failure non-ascertained state, which is obtained in a reliability test of the product;
and the determining module is used for determining that the state of the first product to be detected is a failure found state when the first test information is consistent with the target rule information.
To achieve the above object, the present invention further provides an apparatus, comprising: the computer program product comprises a memory, a processor and a product state judging program stored on the memory and capable of running on the processor, wherein the product state judging program realizes the steps of the product state judging method when being executed by the processor.
Further, in order to achieve the above object, the present invention also proposes a computer-readable storage medium having stored thereon a product status determination program, which when executed by a processor, implements the steps of the product status determination method as above.
In the invention, first test information obtained by performing reliability test on a first to-be-detected product in a failure undetected state is acquired, and the first test information is compared with target rule information, wherein the target rule information is determined based on second test information which is acquired in the reliability test of the product and used for judging that the product is in the failure undetected state, and when the first test information is consistent with the target rule information, the state of the first to-be-detected product is determined to be in the failure found state. The invention realizes the judgment of the failure found state of the product by using an automatic method in the reliability test process, and improves the judgment efficiency and the judgment result accuracy.
Drawings
Fig. 1 is a schematic structural diagram of a product status determination device of a hardware operating environment according to an embodiment of the present invention;
FIG. 2 is a flowchart illustrating a first embodiment of a product status determination method according to the present invention;
FIG. 3 is a flowchart of a product status determination method according to an embodiment of the present invention;
fig. 4 is a functional block diagram of a product status determination apparatus according to an embodiment of the present invention.
The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.
Detailed Description
It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
Referring to fig. 1, fig. 1 is a schematic structural diagram of a product status determination device in a hardware operating environment according to an embodiment of the present invention.
As shown in fig. 1, the product state determination device may include: a processor 1001, such as a Central Processing Unit (CPU), a communication bus 1002, a user interface 1003, a network interface 1004, and a memory 1005. Wherein a communication bus 1002 is used to enable connective communication between these components. The user interface 1003 may include a Display screen (Display), an input unit such as a Keyboard (Keyboard), and the optional user interface 1003 may also include a standard wired interface, a wireless interface. The network interface 1004 may optionally include a standard wired interface, a WIreless interface (e.g., a WIreless-FIdelity (WI-FI) interface). The Memory 1005 may be a Random Access Memory (RAM) Memory, or may be a Non-Volatile Memory (NVM), such as a disk Memory. The memory 1005 may alternatively be a storage device separate from the processor 1001.
Those skilled in the art will appreciate that the configuration shown in fig. 1 does not constitute a limitation of the product-state determination device, and may include more or less components than those shown, or some components in combination, or a different arrangement of components.
As shown in fig. 1, a memory 1005, which is a storage medium, may include therein an operating system, a data storage module, a network communication module, a user interface module, and a product status determination program.
In the product status determination device shown in fig. 1, the network interface 1004 is mainly used for data communication with other devices; the user interface 1003 is mainly used for data interaction with a user; the processor 1001 and the memory 1005 in the product state determination device of the present invention may be provided in the product state determination device, and the product state determination device calls the product state determination program stored in the memory 1005 through the processor 1001 and executes the steps of the product state determination method provided by the embodiment of the present invention.
An embodiment of the present invention provides a method for determining a product status, and referring to fig. 2, fig. 2 is a schematic flowchart of a first embodiment of a method for determining a product status according to the present invention. It should be noted that, although a logical order is shown in the flow chart, in some cases, the steps shown or described may be performed in an order different than that shown or described herein. The executed product determination method may be a device such as a personal computer, a smart phone, a server, etc., and is not limited in this embodiment, and for convenience of description, the following description of the executed subject is omitted. In this embodiment, the product state determination method includes:
step A10, acquiring first test information obtained by performing reliability test on a first to-be-detected product in a failure undetected state;
the reliability test is a test performed after production in order to evaluate the service life of a product. The reliability test is a continuous cyclic process, i.e., multiple rounds of testing of the product are required. During a reliability test, when a product has an abnormal condition in a round of test, the product can be marked as a failure undetected state; on a test line, the reliability test of the current round is not carried out on the product marked as the undetected state of failure, but after the engineer carries out failure analysis on the product marked as the undetected state of failure, the reason of the abnormal condition of the product is determined according to the result of the failure analysis or whether the abnormal condition of the product affects the actual use of the user is determined; if the use of the product is influenced, the reliability test of the product is ended, namely, the next round of test is not started; if the actual use of the user is not influenced, namely the reliability test is not influenced by the abnormal condition of the product, the product in the failure undetected state can be put into the next round of test.
When a product in a state of failure undetected is put into a next round of test, if the product has an abnormal condition in a new round of test, an engineer is required to perform failure analysis on the product again, if the abnormal condition of the product in the new round of test is the same as that in the previous round of test, the engineer is caused to perform repeated failure analysis, and in order to avoid unnecessary repeated analysis by the engineer, the product in the state of failure undetected can be marked as the state of failure found when the same abnormal condition occurs in the new round of test. In the test, when the same abnormal condition occurs again in the product marked as the failure found state, the test is not suspended for the engineer to analyze the reason, so that the test time is saved until a new abnormal condition occurs. However, at present, the judgment of the failure found state of the product needs manual operation, so that the judgment efficiency is low, and the judgment result accuracy is low.
In the embodiment, in order to solve the problems of low efficiency and low accuracy of the determination result in the determination of the detected failure state of the product in the reliability test process, a product state determination method is provided, and the determination efficiency and the determination result accuracy can be improved by automatically determining the detected failure state of the product.
Specifically, in the present embodiment, a product to be subjected to a reliability test is referred to as a product to be inspected, and a determination process of a failure found state of one product to be inspected is described below as an example, and the product to be inspected is referred to as a first product to be inspected to be distinguished from other products to be inspected.
Test information (hereinafter referred to as first test information for distinction) during a reliability test of the first product to be tested in a failure undetermined state can be acquired. In the reliability test, the test information of the product to be tested can be obtained from the test station. The test information includes information that can embody a test result of the product or various normal or abnormal conditions in the test, and the content included in the test information is different according to the type of the product or the test requirement, that is, what information can be specifically included is not limited in this embodiment. In one embodiment, the test information may include a plurality of test values reflecting different test results or different abnormal conditions of the product. The test value may be recorded in a table form or a document form, and is not limited in this embodiment.
In a specific embodiment, a product to be tested in a failure undetermined state can be marked correspondingly, whether the first product to be tested is in the failure undetermined state can be seen according to whether the first product to be tested carries the mark in the failure undetermined state, and if the first product to be tested is determined to be in the failure undetermined state, test information of the first product to be tested, namely the first test information, can be acquired from a test station.
A step a20 of comparing the first test information with target rule information determined based on second test information for determining that the product is in a failure-undetermined state obtained in a reliability test of the product;
after the first test information is obtained, the first test information may be compared with the target rule information. The rule information is information for determining whether the test information of the product to be detected is consistent with the test information when the product to be detected enters the failure undetermined state before the test information, and the rule information for determining whether the first test information is consistent with the test information when the product to be detected enters the failure undetermined state before the test information is referred to as target rule information. The target rule information may be determined based on test information (hereinafter referred to as second test information) obtained by a product to be inspected in a reliability test for determining that the product to be inspected is in a failure-undetermined state.
If a product to be detected is detected with test information in the reliability test, the product to be detected is judged to be in a failure undetected state according to the test information, and when the failure undetected state of the product to be detected is determined not to influence the reliability test, namely the reason that the product to be detected is in the failure undetected state or the use of a user is not influenced, the test information of the product to be detected can be used as second test information. When the test information obtained by performing the reliability test on the same product to be tested or other products to be tested is consistent with the second test information of the product to be tested, the same product to be tested or other products to be tested which are to be tested and the product to be tested can be determined to be in the same failure undetected state. Then, a target rule information can be determined according to the second test information of the product to be tested, so that when the test information obtained by the subsequent test aiming at the same product to be tested or other products to be tested is consistent with the target rule information in comparison, the same product to be tested or other products to be tested which are tested can be considered to show the same failure undetected state as that in the previous test.
The specific manner of determining the target rule information according to the second test information is not limited in this embodiment, that is, as long as the target rule information can be used to determine that the state of the product to be tested is consistent with the failure undetected state represented by the second test information. In a specific embodiment, determining the target rule information based on the second test information may be directly using the second test information as the target rule information, that is, the target rule information is completely consistent with the second test information, or may be analyzing the second test information, and determining the target rule information according to an error allowable range of the test value. For example, in one embodiment, the test value of the second test information may be analyzed to determine an error allowable range of the test value, determine a test value range according to the error allowable range of the test value, and use the test value range as the target rule information. For example, when the test value in the second test information obtained by performing the temperature test on one product to be inspected is 80 ℃, the temperature value is subjected to error analysis, and if it is determined that the temperature is floating within the range of 70 ℃ to 90 ℃, it can be considered that the product to be inspected is still in the same undetected state of failure, and one temperature range can be determined as the target rule information according to 70 ℃ to 90 ℃.
The second test information may be test information obtained by the first product to be tested in the failure undetected state before the current round of reliability test, or may be test information of other products to be tested in the reliability test that is determined as the failure undetected state and the abnormal condition does not affect the reliability test, which is not limited in this embodiment.
Specifically, in this embodiment, the acquired first test information of the first to-be-detected product is compared with the target rule information based on the second test information, and when the first test information is consistent with the target rule information, it may be determined that the state of the first to-be-detected product is the same as the non-ascertained state of failure in the previous test. When the first test information is inconsistent with the target rule information, it may be determined that the state of the first product to be tested is different from the failure undetected state in the previous test.
Step a30, when the first test information is consistent with the target rule information, determining the status of the first product to be tested as a failure ascertained status.
In the reliability test, when the product to be detected in the non-detection failure state is in the same abnormal condition in the new reliability test, the state of the product to be detected can be determined to be consistent with the non-detection failure state in the previous test, at the moment, the state of the product to be detected is determined to be the non-detection failure state, the reliability test is continued on the product to be detected in the non-detection failure state, and the failure analysis is not carried out on the product to be detected in the test period until the new abnormal condition occurs on the product to be detected.
In this embodiment, by comparing the first test information with the target rule information determined based on the second test information for determining that the product to be inspected is in the failure undetermined state, when the first test information coincides with the target rule information, it can be determined that the state of the first product to be inspected is the same as the failure undetermined state in the previous test, that is, it can be determined that the first product to be inspected is in the failure found state in the current reliability test.
Further, in an embodiment, after the first to-be-detected product is determined to be in the failure ascertained state, the first to-be-detected product in the failure ascertained state may be further marked.
Compared with the manual judgment of the undetected state of the product, the judgment speed of the judgment by using an automatic method is higher, the working efficiency is higher, and the judgment result is more accurate.
Further, in one embodiment, step a10 includes:
a101, acquiring third test information obtained by performing reliability test on a first product to be tested;
in this embodiment, after the state of the product to be tested is determined, a marking can be made in the test information of the product to be tested, which marking is used to indicate that the product to be tested is in a failure undetermined state or a failure detected state during the reliability test. The test information obtained by performing reliability test on the product to be tested may or may not include a mark of the product state. If the product to be tested is determined to be in a failure undetermined state in a previous reliability test, the test information comprises an mark of the failure undetermined state; if the product to be tested is not in a failure undetermined state in a previous reliability test or if the product to be tested has not been subjected to the reliability test previously, the test information does not include a mark.
In this embodiment, the first product to be tested may not be marked before the current round of reliability test is performed, or may already be marked as a non-failure-found state, and the reliability test is performed on the first product to be tested to obtain test information (hereinafter referred to as third test information), where the third test information may not include the non-failure-found mark, or may include the non-failure-found state mark, and it may be determined whether the first product to be tested is in the non-failure-found state or not in the reliability test according to the third test information.
Step a102, when it is determined that the third test information includes the flag of the failure undetermined state, the third test information is taken as the first test information.
When the third test information includes an indication of a failure unacknowledged state, it can be determined that the first product to be tested has been determined to be a failure unacknowledged state before the current round of reliability test.
In the present embodiment, when it is determined that the third test information already contains the mark of the failure undetected state, the third test information is used as the first test information for determining whether the failure undetected state of the first product to be tested in the current round of reliability test is the same as the failure undetected state in the previous test.
Further, in one embodiment, step a20 includes:
step A201, when the type of the test value in the first test information is character type, performing character string matching on the test value and the target value in the target rule information, and when the test value is consistent with the target value, determining that the first test information is consistent with the target rule information;
the test information may include a plurality of test values, and the test values may reflect different test results or different abnormal conditions of the product to be tested, where the type of the test value may be a character type, a numerical type, or a symbol mark, and the type of the test value is not limited in the specific implementation manner. The target rule information determined based on the second test information may also include a plurality of test values (hereinafter referred to as target values for distinction), and similarly, the type of the target value may be a character type, a numerical type, or a symbol mark, and the type of the target value is not limited in the specific embodiment.
In one embodiment, the test value in the first test information may be a character type, where the character type test value is a character string, and the first test information is compared with the target rule information, that is, the test value of the character type in the first test information is character string matched with the target value of the character type in the target rule information. When the character string matching of the test value and the target value is consistent, the test value and the target value can be determined to be consistent, namely the first test information and the target rule information can be determined to be consistent, namely the failure undetected state of the first to-be-detected product in the current reliability test can be determined to be the same as the failure undetected state in the previous test; when the character string matching of the test value and the character string matching of the target value are inconsistent, the test value and the target value can be determined to be inconsistent, namely the first test information and the target rule information can be determined to be inconsistent, namely the failure unacknowledged state of the first to-be-detected product in the current round of reliability test is determined to be different from the failure unacknowledged state in the previous round of reliability test.
Step A202, when the type of the test value in the first test information is numerical, comparing the test value with a target numerical range in the target rule information, and when the test value is within the target numerical range, determining that the first test information is consistent with the target rule information.
In one embodiment, the test value in the first test information may be a numerical value, wherein the numerical test value is a specific numerical value, and the first test information is compared with the target rule information, that is, the test value of the numerical value in the first test information is compared with a target numerical value range in the target rule information, wherein the numerical value range is determined based on the test value of the second test information of the product to be inspected in the failure non-ascertained state. When the test value of the first test information does not exceed the target value range in the target rule information, the first test information can be determined to be consistent with the target rule information, namely the failure undetected state of the first product to be detected in the current reliability test can be determined to be the same as the failure undetected state in the previous test; when the test value of the first test information exceeds the target value range in the target rule information, it may be determined that the first test information is inconsistent with the target rule information, that is, it may be determined that the failure undetected state of the first product to be tested in the current round of reliability test is different from the failure undetected state in the previous test.
In this embodiment, first test information obtained by performing a reliability test on a first to-be-detected product in a non-ascertained failure state is acquired, and the first test information is compared with target rule information, where the target rule information is determined based on second test information obtained in the reliability test of the product and used for determining that the product is in the non-ascertained failure state, and when the first test information is consistent with the target rule information, the state of the to-be-detected product is determined to be the ascertained failure state. According to the embodiment, the method and the device, the failure found state of the product is judged by using an automatic method in the reliability test process, and the judgment efficiency and the judgment result accuracy are improved.
Further, based on the first embodiment, a second embodiment of the product status determination method according to the present invention is provided, and in this embodiment, before step a20, the method further includes:
step A40, determining whether a preset abnormal condition occurs in the product to be detected according to abnormal value information obtained by reliability test of the first product to be detected;
in the reliability test, the abnormal condition of the product to be detected may exceed the expected abnormal condition, namely the preset abnormal condition, and whether the abnormal condition of the product to be detected is the preset abnormal condition can be determined according to the abnormal value information obtained by the reliability test of the product to be detected. The preset abnormal condition is usually a problem caused by an improper production process, for example, the charging type product cannot be charged, for example, the serial number of the product cannot be read, and when the preset abnormal condition occurs, the reliability test is no longer performed on the product to be detected. And the abnormal condition that the product is in the failure undetermined state is a condition that occurs in the reliability test and is irrelevant to the production process.
Specifically, in the present embodiment, the abnormal value information of the first product to be detected is compared with the preset abnormal value information. When the abnormal value information is consistent with the preset abnormal value information, the first product to be detected can be determined to have a preset abnormal condition, and the reliability test of the first product to be detected is not performed any more; when the abnormal value information is inconsistent with the preset abnormal value information, it can be determined that the first product to be detected has no abnormal condition exceeding the expectation, and the reliability test can be continuously carried out on the first product to be detected.
Step a50, when the first product to be detected has no abnormal condition, executing the step of comparing the first test information with the target rule information.
When the first to-be-detected product is determined not to have the preset abnormal condition according to the abnormal value information of the first to-be-detected product, the first to-be-detected product can continue to carry out the reliability test, namely, the first to-be-detected product continues to be judged to be in a failure undetected state, namely, the step of comparing the first test information with the target rule information is carried out.
It should be noted that whether the preset abnormal condition occurs in the to-be-detected product is determined according to the abnormal value information of the first to-be-detected product, so that the product which has a problem in the production process is screened and eliminated before the state of the first to-be-detected product is judged, the judgment workload is reduced, the working efficiency is improved, and the accuracy of the judgment result is improved.
Further, based on the first embodiment, a third embodiment of the product status determination method according to the present invention is provided, where in this embodiment, before step a20, the method further includes:
step A60, obtaining a target production batch of a first product to be detected, and obtaining first rule information corresponding to the target production batch as target rule information from preset first rule information corresponding to various production batches, wherein the first rule information is determined based on second test information which is obtained by the products of the corresponding production batch in a reliability test and is used for judging that the products are in a failure undetected state;
in the reliability test, different test rounds can comprise different test conditions, different test stations can perform different function tests in the same test round, and products to be tested for the reliability test can be products from different production batches. On the test line, the reliability test of the to-be-tested products of different production batches can be carried out on a plurality of functions at a plurality of test stations under different test conditions, the reliability test of the to-be-tested products of one production batch can be carried out on a plurality of functions at a plurality of test stations under different test conditions, and the reliability test of the to-be-tested products of the same production batch can be carried out at a single test station under a single test condition.
In an embodiment, production equipment, raw materials, methods, environments, and the like used in production of products to be inspected in different production batches may have a certain difference, so that the products to be inspected in different production batches have a certain difference in performance, quality, and the like, and abnormal conditions may also have a difference, and then different rule information needs to be correspondingly set to determine the failure found state of the products to be inspected in different batches, that is, the rule information corresponding to the products to be inspected in different production batches is different, and the rule information corresponding to different production batches is referred to as first rule information for distinction hereinafter.
First rule information corresponding to a production lot may be determined based on second test information obtained in a reliability test of a product to be inspected of the production lot for determining that the product to be inspected is in a failure-undetermined state. Based on the same method, first rule information respectively corresponding to different production batches can be obtained.
Specifically, in the present embodiment, a production lot of the first product to be tested, i.e. a target production lot, is obtained. And acquiring first rule information corresponding to the target production batch from first rule information respectively corresponding to different production batches as target rule information for judging the failure ascertained state of the first product to be detected.
Step A70, acquiring target test conditions of a first product to be detected, and acquiring second rule information corresponding to the target test conditions from second preset rule information corresponding to various test conditions as target rule information, wherein the second rule information is determined based on second test information which is acquired by a product corresponding to the test conditions in a reliability test and is used for judging that the product is in a failure undetected state;
in another embodiment, different test contents, such as an environmental test, a life test, a screening test, a field use test, an identification test, and the like, may be set in each round of the reliability test, and the different test contents include different test conditions. For example, when the environment test is performed, the test conditions of high temperature and high humidity are respectively set to perform the reliability test on the same function of the products to be tested in one production batch, and the bearing capacities of the products to be tested in one production batch to the high temperature environment and the high humidity environment are different, so that the test information obtained by the products to be tested in one production batch under two different test conditions is different. Different rule information needs to be correspondingly set under different test conditions to judge the failure found state of the product to be detected, that is, the rule information corresponding to different test conditions is different, and the rule information corresponding to different test conditions is referred to as second rule information for distinguishing.
Second rule information corresponding to a test condition may be determined based on second test information obtained by performing a reliability test on a product to be tested under the test condition for determining that the product to be tested is in a failure undetermined state. And obtaining second rule information respectively corresponding to different test conditions based on the same method.
Specifically, in the present embodiment, the test condition of the first product to be tested, that is, the target test condition is acquired, and the second rule information corresponding to the target test condition is acquired as the target rule information from the second rule information corresponding to different test conditions.
Step A80, obtaining a target test station of a first product to be tested, and obtaining third rule information corresponding to the target test station from third rule information preset corresponding to various test stations as target rule information, wherein the third rule information is determined based on second test information obtained by the product of the corresponding test station in a reliability test and used for judging that the product is in a failure undetected state.
In another embodiment, different test stations may be set in one round of reliability test to test different functions of the product to be tested, for example, a bluetooth test station for testing a bluetooth function of the product to be tested, a test station for testing a lighting function of the product to be tested, and the like.
Third rule information corresponding to a test station may be determined based on second test information obtained by performing a reliability test on a product to be inspected at the test station for determining that the product to be inspected is in a failure-undetermined state. And obtaining third rule information respectively corresponding to different test stations based on the same method.
Specifically, in the present embodiment, the third rule information corresponding to the target test station is acquired as the target rule information from the third rule information corresponding to the different test stations, respectively, which is the test station of the first product to be tested, that is, the target test station.
In another embodiment, the products to be tested in different production batches can be tested in multiple test stations under different test conditions, different production batches, different test conditions and different test information corresponding to different test stations are different, and different rule information needs to be correspondingly set to judge the failure found state of the products to be tested, that is, the rule information corresponding to different production batches, different test conditions and different test stations is different. And carrying out reliability test on the products to be tested in a production batch under a single test condition and a single test station, and obtaining second test information for judging that the products to be tested are in a failure undetermined state, so that rule information corresponding to the production batch, the test condition and the test station can be obtained. Further, a target production lot, a target test condition and a target test station of the first product to be tested may be obtained, and rule information corresponding to the target production lot, the target test condition and the target test station may be obtained from various rule information as target rule information.
Further, in an embodiment, the production lot, the test condition and the test station of the product to be tested may be recorded in a configuration file, and the configuration file further includes different rule information corresponding to different production lots, different test conditions and different test stations for determining that the product to be tested is in a failure undetermined state. And acquiring the production batch, the test condition and the test station of the first product to be detected as target comparison conditions, wherein the target comparison conditions are used for matching with the production batch, the test condition and the test station of different rule information in the configuration file, and when the target comparison conditions are consistent with the production batch, the test condition and the test station of different rule information in the configuration file, referring to fig. 3, taking the rule information corresponding to the target comparison conditions as target rule information.
In one embodiment, a COF (Continue On Fail) determination may be performed On the product under inspection with reference to the flow shown in FIG. 3. In the present embodiment, the production lot and the test information (i.e., the test conditions) of the product to be inspected are recorded in the COF determination rule file, and the COF determination rule file further includes abnormal value information (i.e., the preset abnormal value information mentioned in the above-mentioned embodiment) and different rule information corresponding to different production lots and different test conditions for determining that the product to be inspected is in the undetermined failure state. Among them, the COF determination rule file is also referred to as a COF configuration file in the following description.
And acquiring a product test value (namely third test information) and test information and a production batch from a test station for testing the first product to be tested, and taking the test information and the production batch as a target test condition and a target production batch respectively. And matching the abnormal value information, the target test condition and the target production batch in the product test value with the abnormal value information, the test condition and the production batch preset in the COF configuration file. If the abnormal value information, the target test condition and the target production batch are not matched with the abnormal value information, the test condition and the production batch preset in the COF configuration file, determining that the rule information corresponding to the first to-be-detected product is not contained in the COF configuration file, and finishing COF judgment on the first to-be-detected product; and if the abnormal value information, the target test condition and the target production batch are matched with the abnormal value information, the test condition and the production batch preset in the COF configuration file, the COF judgment of the first product to be detected can be continuously carried out.
The COF decision type (i.e., whether the test value in the third test information is of a character type or a numerical type) is acquired. When the test value is character type, determining whether the third test information contains a Fail (Fail undetected state) field, namely a Fail undetected state mark, if the third test information does not contain the Fail field, determining that the first to-be-detected product is not in the Fail undetected state before the current round of test, and ending the COF judgment on the first to-be-detected product; if the third test information includes a Fail field, it may be determined that the first to-be-detected product is in a Fail state before the current test, and at this time, the third test information is used as the first test information for COF determination of the first to-be-detected product. Analyzing the product test value, acquiring each piece of Fail information, and determining whether each piece of Fail information is contained in a COF (chip on film) judgment rule, namely determining whether the test value of the first test information is contained in the COF judgment rule, wherein the COF judgment rule is rule information corresponding to a target test condition and a target production batch in a COF judgment rule file, namely target rule information. When the character string matching is consistent, the first to-be-detected product can be determined to have the same Fail state as that in the previous test, namely the first to-be-detected product is in a COF state, and the COF marking is carried out on the first to-be-detected product in the COF state so as to facilitate the subsequent reliability test; if the test value of the first test information is not included in the COF determination rule, it may be determined that the state of the first to-be-detected product is different from the same Fail state in the previous test, and the COF determination on the first to-be-detected product is finished.
When the test value is numerical, determining whether the third test information contains a Fail field, and if the third test information does not contain the Fail field, determining that the first to-be-detected product is not in a failure undetected state before the current round of test, and finishing COF (chip on film) judgment on the first to-be-detected product; if the third test information includes a Fail field, it may be determined that the first to-be-detected product is in a failure undetected state before the current test round, and at this time, the third test information is used as the first test information for COF determination of the first to-be-detected product. Analyzing the product test value, extracting an effective parameter value, and comparing the effective parameter value with a threshold value, namely comparing the test value of the first test information with the threshold value, namely comparing the test value with a numerical range in the target rule information, wherein the numerical range of the target rule information can be determined according to the threshold value. If the test value is within the numerical range of the target rule information, it can be determined that the first test information meets the comparison condition, namely the first to-be-detected product is in a Fail state the same as that in the previous test, namely the first to-be-detected product is in a COF state, and COF marking is carried out on the first to-be-detected product in the COF state so as to facilitate subsequent reliability test; if the test value is not within the numerical range of the target rule information, it can be determined that the first test information does not satisfy the comparison condition, it can be determined that the state of the first to-be-detected product is different from the same Fail state in the previous test, and the COF determination of the first to-be-detected product is finished.
In the embodiment, by acquiring the target test station, the target test condition and/or the target rule information corresponding to the target test station of the first product to be detected, the comparison with the target rule information of different production batches, different test conditions and/or different test stations is avoided, the workload and the working error of judgment are reduced, and the judgment efficiency and the judgment result accuracy are improved.
Further, based on the first embodiment, a fourth embodiment of the product status determination method according to the present invention is provided, where in this embodiment, before step a20, the method further includes:
step A90, acquiring fourth test information obtained by performing reliability test on a second product to be tested in an unmarked state;
in this embodiment, by performing a reliability test on a product to be inspected in an unmarked state, test information is obtained when the product to be inspected is in an undetected state and the undetected state does not affect the reliability test, and target rule information is determined based on the test information, so that automatic determination of the target rule information can be realized, and the work efficiency of determining the undetected state of the product in failure can be improved.
The product to be inspected may not be flagged prior to the current round of reliability testing. A product that is not marked is referred to as a second product to be tested, wherein the second product to be tested may be the first product to be tested or may be another product to be tested different from the first product to be tested.
In this embodiment, test information (hereinafter, referred to as fourth test information for distinction) obtained by performing a reliability test on a second product to be inspected which is not subjected to the state marking is acquired, and whether the second product to be inspected is in a failure non-ascertained state in the reliability test can be determined according to the fourth test information.
Step B10, when the second product to be detected is determined to be in a failure undetermined state according to the fourth test information, acquiring a failure analysis result of the product to be detected;
and determining whether the second product to be detected is in a failure undetected state according to the fourth test information, wherein in a specific implementation mode, the fourth test information may be compared with the product test information in a normal state, or a result of analyzing the state of the second product to be detected by an engineer may be directly obtained. And when the second product to be detected is determined to be in a failure undetected state according to the acquired fourth test information, performing failure analysis on the second product to be detected by an engineer. Acquiring a result of failure analysis of the second product to be detected by an engineer, and putting the second product to be detected into a new round of reliability test if the reason of the failure undetected state of the second product to be detected is found or the use of the second product to be detected in the failure undetected state is not influenced; if the reason that the second product to be inspected is in the failure undetected state cannot be found out or the second product to be inspected in the failure undetected state influences the use of a user, the reliability test of the second product to be inspected is not carried out any more.
And step B20, when the undetermined state of the failure is determined not to influence the reliability test of the second product to be detected according to the failure analysis result, determining target rule information based on the fourth test information.
When the reason of the failure undetected state of the second product to be inspected or the use of the second product to be inspected in the failure undetected state is not influenced according to the result of failure analysis on the second product to be inspected, at this moment, the second product to be inspected is put into a new round of reliability test, and fourth test information obtained by testing the second product to be inspected can be used for judging that the product to be inspected is in the failure undetected state. The rule information may be determined based on the fourth test information, and further the target rule information may be determined based on the rule information for use in the state determination of the first product to be detected.
It should be noted that, the target rule information is determined based on the fourth test information for judging that the second product to be detected is in the state of failure and not found, compared with manual entry of the target rule information, time is saved, work efficiency is improved, information errors possibly occurring in the manual entry process are avoided, and the accuracy of the judgment result is improved.
Further, in an embodiment, before step B10, the method further includes:
step B30, comparing the fourth test information with preset standard information;
the preset standard information is used for determining whether the product is abnormal, the preset standard information includes information that can reflect that the product is not abnormal, and the content included in the standard information is different according to different product types or different test requirements, that is, which information can be included specifically is not limited in this embodiment. In one embodiment, the standard information may include a plurality of standard values, which may reflect a state where the product has no abnormal condition. The method comprises the steps of comparing the test information of the product to be detected with preset standard information, and when the test value in the test information of the product to be detected is consistent with the standard value in the preset standard information, determining that the test information of the product to be detected is consistent with the preset standard information, namely, the state of the product to be detected is the same as the state shown by the preset standard information. The preset standard information may be determined according to test information obtained by testing a product to be tested, which has no abnormal condition in the reliability test, or may be preset information.
Specifically, in this embodiment, fourth test information obtained by performing a reliability test on the second product to be tested is compared with preset standard information, that is, a test value of the fourth test information is compared with a standard value of the preset standard information. If the test value of the fourth test information is consistent with the standard value, the state of the second product to be detected can be determined to be consistent with the state of the preset standard information, namely the second product to be detected is in a state without abnormal conditions; if the test value of the fourth test information is inconsistent with the standard value, it can be determined that the state of the second product to be inspected is inconsistent with the state of the preset standard information, that is, the second product to be inspected is in a failure undetected state.
And step B40, when the fourth test information is inconsistent with the standard information, determining that the second inspected product is in a failure non-ascertained state.
And comparing the fourth test information with the preset standard information, and when the fourth test information is inconsistent with the preset standard information, determining that the state of the second product to be detected is different from the state expressed by the preset standard information, namely the second product to be detected is in a failure non-found state.
It should be noted that, in this embodiment, the state of the second product to be inspected is determined by automatically comparing the fourth test information obtained by testing the second product to be inspected with the preset standard information, which is compared with manual comparison, so that time is saved, work efficiency is improved, and accuracy of the determination result is improved.
The present invention also provides a product state determination device, and referring to fig. 4, the product state determination device includes:
the system comprises an acquisition module 10, a detection module and a control module, wherein the acquisition module is used for acquiring first test information obtained by performing reliability test on a first to-be-detected product in a failure undetected state;
a comparison module 20 for comparing the first test information with target rule information, wherein the target rule information is determined based on second test information for determining that the product is in a failure non-ascertained state, which is obtained in a reliability test of the product;
and the determining module 30 is used for determining that the state of the first product to be detected is a failure found state when the first test information is consistent with the target rule information.
Further, the obtaining module 10 is configured to:
acquiring third test information obtained by performing reliability test on the first product to be tested;
when it is determined that the third test information includes a flag of the failure undetermined state, the third test information is regarded as the first test information.
Further, the product state determination device further includes:
the determining module 30 is further configured to determine whether a preset abnormal condition occurs in the first to-be-detected product according to abnormal value information obtained by performing a reliability test on the first to-be-detected product;
and the execution module is used for executing the step of comparing the first test information with the target rule information when the first product to be detected has no abnormal condition.
Further, the product state determination device further includes:
the obtaining module 10 is further configured to obtain a target production batch of a first product to be detected, and obtain first rule information corresponding to the target production batch as target rule information from preset first rule information corresponding to various production batches, where the first rule information is determined based on second test information, obtained in a reliability test of a product corresponding to the production batch, for determining that the product is in a failure undetected state;
further, the product state determination device further includes:
the obtaining module 10 is further configured to obtain a target test condition of the first product to be tested, and obtain second rule information corresponding to the target test condition as target rule information from preset second rule information corresponding to various test conditions, where the second rule information is determined based on second test information, obtained in a reliability test of the product corresponding to the test condition, for determining that the product is in a failure undetected state;
further, the product state determination device further includes:
the obtaining module 10 is further configured to obtain a target test station of the first product to be tested, and obtain third rule information corresponding to the target test station from third rule information preset corresponding to various test stations as the target rule information, where the third rule information is determined based on second test information, obtained in a reliability test of the product corresponding to the test station, for determining that the product is in a failure non-ascertained state.
Further, the product state determination device further includes:
the obtaining module 10 is further configured to obtain fourth test information obtained by performing a reliability test on a second product to be tested in an unmarked state;
the obtaining module 10 is further configured to obtain a failure analysis result of the first to-be-detected product when it is determined that the first to-be-detected product is in a failure undetected state according to the fourth test information;
and the execution module is also used for determining target rule information based on the fourth test information when the failure undetected state is determined not to influence the reliability test on the first product to be detected according to the failure analysis result.
Further, the product state determination device further includes:
the comparison module 20 is further configured to compare the fourth test information with preset standard information;
the determining module 30 is further configured to determine that the first to-be-detected product is in a failure undetected state when the fourth test information is inconsistent with the standard information.
Further, the comparison module 20 is configured to:
when the type of the test value in the first test information is a character type, performing character string matching on the test value and a target value in the target rule information, and when the test value is consistent with the target value in the matching, determining that the first test information is consistent with the target rule information;
and when the type of the test value in the first test information is a numerical type, comparing the test value with a target numerical range in the target rule information, and when the test value is within the target numerical range, determining that the first test information is consistent with the target rule information.
For each embodiment of the product status determination apparatus of the present invention, reference may be made to each embodiment of the product status determination method of the present invention, and details are not repeated here.
In addition, an embodiment of the present invention further provides a computer-readable storage medium, in which a product status determination program is stored, and the steps of the product status determination method are implemented when the product status determination program is executed by a processor.
For the embodiments of the computer-readable storage medium of the present invention, reference may be made to the embodiments of the product status determination method of the present invention, and details are not repeated here.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or system that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or system. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or system that comprises the element.
The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits of the embodiments.
Through the above description of the embodiments, those skilled in the art will clearly understand that the method of the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but in many cases, the former is a better implementation manner. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which is stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal device (such as a mobile phone, a computer, a server, or a network device) to execute the method according to the embodiments of the present invention.
The above description is only a preferred embodiment of the present invention, and not intended to limit the scope of the present invention, and all modifications of equivalent structures and equivalent processes, which are made by using the contents of the present specification and the accompanying drawings, or directly or indirectly applied to other related technical fields, are included in the scope of the present invention.

Claims (10)

1. A product state determination method, characterized by comprising:
acquiring first test information obtained by performing reliability test on a first to-be-detected product in a failure undetected state;
comparing the first test information with target rule information, wherein the target rule information is determined based on second test information for determining that the product is in a failure-undetermined state, which is obtained in a reliability test of the product;
when the first test information is consistent with the target rule information, determining that the state of the first product to be detected is a failure found state.
2. The product-state judging method according to claim 1, wherein the step of acquiring first test information obtained by performing a reliability test on the first product to be tested in the failure-undetected state includes:
acquiring third test information obtained by performing reliability test on the first product to be tested;
when it is determined that the third test information includes a flag of a failure undetermined state, the third test information is taken as the first test information.
3. The product status determination method according to claim 1, wherein the step of comparing the first test information with target rule information is preceded by:
determining whether a preset abnormal condition occurs in the first product to be detected according to abnormal value information obtained by performing reliability test on the first product to be detected;
and when the abnormal condition does not occur in the first product to be detected, the step of comparing the first test information with the target rule information is executed.
4. The product status determination method according to claim 1, wherein the step of comparing the first test information with target rule information is preceded by:
acquiring a target production batch of the first product to be detected, and acquiring first rule information corresponding to the target production batch from preset first rule information corresponding to various production batches as the target rule information, wherein the first rule information is determined based on second test information which is acquired by the product corresponding to the production batch in a reliability test and is used for judging that the product is in a failure undetected state; or the like, or, alternatively,
acquiring target test conditions of the first product to be tested, and acquiring second rule information corresponding to the target test conditions from second preset rule information corresponding to various test conditions as the target rule information, wherein the second rule information is determined based on second test information which is acquired in a reliability test of the product corresponding to the test conditions and is used for judging that the product is in a failure undetected state; or the like, or, alternatively,
and acquiring a target test station of the first product to be tested, and acquiring third rule information corresponding to the target test station from third rule information preset correspondingly to various test stations as the target rule information, wherein the third rule information is determined based on second test information which is acquired in a reliability test of the product corresponding to the test station and is used for judging that the product is in a failure undetected state.
5. The product status determination method according to claim 1, wherein the step of comparing the first test information with target rule information is preceded by:
acquiring fourth test information obtained by performing reliability test on a second product to be tested in an unmarked state;
when the first to-be-detected product is determined to be in a failure undetected state according to the fourth test information, acquiring a failure analysis result of the first to-be-detected product;
and when the undetected state of failure does not influence the reliability test of the first product to be detected according to the failure analysis result, determining the target rule information based on the fourth test information.
6. The product-state judging method according to claim 5, wherein before the step of obtaining a failure analysis result of the first product to be tested when it is determined from the fourth test information that the first product to be tested is in a failure unacknowledged state, the method further comprises:
comparing the fourth test information with preset standard information;
when the fourth test information is inconsistent with the standard information, determining that the first product to be detected is in a failure undetermined state.
7. The product status determination method according to any one of claims 1 to 6, wherein the step of comparing the first test information with target rule information includes:
when the type of a test value in the first test information is a character type, performing character string matching on the test value and a target value in the target rule information, and when the test value is consistent with the target value in the matching, determining that the first test information is consistent with the target rule information;
and when the type of the test value in the first test information is a numerical type, comparing the test value with a target numerical range in the target rule information, and when the test value is within the target numerical range, determining that the first test information is consistent with the target rule information.
8. A product state determination device characterized by comprising:
the receiving module is used for acquiring first test information obtained by performing reliability test on a first to-be-detected product in a failure undetected state;
a comparison module for comparing the first test information with target rule information, wherein the target rule information is determined based on second test information for determining that the product is in a failure non-ascertained state, which is obtained in a reliability test of the product;
and the determining module is used for determining that the state of the first product to be detected is a failure found state when the first test information is consistent with the target rule information.
9. A product-state determination device characterized by comprising: a memory, a processor and a product status determination program stored on the memory and executable on the processor, the product status determination program being configured to implement the steps of the product status determination method according to any one of claims 1 to 7.
10. A storage medium having stored thereon a product-state determination program which, when executed by a processor, implements the steps of the product-state determination method according to any one of claims 1 to 7.
CN202210335602.7A 2022-03-31 2022-03-31 Product state judgment method, device, equipment and storage medium Pending CN114705936A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202210335602.7A CN114705936A (en) 2022-03-31 2022-03-31 Product state judgment method, device, equipment and storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202210335602.7A CN114705936A (en) 2022-03-31 2022-03-31 Product state judgment method, device, equipment and storage medium

Publications (1)

Publication Number Publication Date
CN114705936A true CN114705936A (en) 2022-07-05

Family

ID=82169987

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202210335602.7A Pending CN114705936A (en) 2022-03-31 2022-03-31 Product state judgment method, device, equipment and storage medium

Country Status (1)

Country Link
CN (1) CN114705936A (en)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005167002A (en) * 2003-12-03 2005-06-23 Nikon Corp Method and device for detecting mark, exposure method and exposure device
CN103186774A (en) * 2013-03-21 2013-07-03 北京工业大学 Semi-supervised learning-based multi-gesture facial expression recognition method
JP2016118498A (en) * 2014-12-22 2016-06-30 日本精工株式会社 Abnormality diagnostic apparatus, bearing apparatus, industrial machine, and vehicle
US20200226056A1 (en) * 2019-01-11 2020-07-16 Microsoft Technology Licensing, Llc Test result triage for a failed code validation

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005167002A (en) * 2003-12-03 2005-06-23 Nikon Corp Method and device for detecting mark, exposure method and exposure device
CN103186774A (en) * 2013-03-21 2013-07-03 北京工业大学 Semi-supervised learning-based multi-gesture facial expression recognition method
JP2016118498A (en) * 2014-12-22 2016-06-30 日本精工株式会社 Abnormality diagnostic apparatus, bearing apparatus, industrial machine, and vehicle
US20200226056A1 (en) * 2019-01-11 2020-07-16 Microsoft Technology Licensing, Llc Test result triage for a failed code validation

Similar Documents

Publication Publication Date Title
CN110413506B (en) Test case recommendation method, device, equipment and storage medium
CN111693089A (en) Product quality control method, device, equipment and storage medium for assembly line
CN105721406A (en) Method and device for obtaining IP black list
CN107153605B (en) Test sample generation method and device
CN107316156A (en) Data processing method, device, server and storage medium
CN112069070A (en) Page detection method, device, server and computer readable storage medium
CN113051180A (en) Test task monitoring method, device, equipment and storage medium
CN115952503A (en) Application safety testing method and system integrating black, white and gray safety detection technology
CN114691521A (en) Software testing platform based on artificial intelligence
CN116840072B (en) Automatic checking system for electronic connector
CN110888799B (en) Software testing method and device
CN116955071A (en) Fault classification method, device, equipment and storage medium
CN114705936A (en) Product state judgment method, device, equipment and storage medium
CN116431522A (en) Automatic test method and system for low-code object storage gateway
CN116008787A (en) DUT anomaly identification method, device and equipment for device under test
CN114238110A (en) Software application testing method, device, equipment and storage medium
KR101626581B1 (en) Test method for error applition of portable communication terminal
CN111597101A (en) SDK access state detection method, computer device and computer readable storage medium
CN117873007B (en) Manufacturing flow management method, system, equipment and medium based on industrial Internet of things
CN109491845B (en) Test method and system for storage product controller
CN114448848B (en) Switch testing method and device, electronic equipment and storage medium
CN112506784B (en) System and method for evaluating product performance with autonomous learning capability
CN116401113B (en) Environment verification method, device and medium for heterogeneous many-core architecture acceleration card
US20220415101A1 (en) Method and Device for the Computer-Supported Monitoring of the Operation of a Vehicle Service
CN117056139A (en) Self-adaptive memory detection method and system based on artificial intelligence

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination