CN114415749A - Pressure control method, system, terminal and storage medium - Google Patents

Pressure control method, system, terminal and storage medium Download PDF

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Publication number
CN114415749A
CN114415749A CN202111679836.5A CN202111679836A CN114415749A CN 114415749 A CN114415749 A CN 114415749A CN 202111679836 A CN202111679836 A CN 202111679836A CN 114415749 A CN114415749 A CN 114415749A
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pressure
test
product
acquiring
control
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CN114415749B (en
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罗新铭
阙石男
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Suzhou Aifangxindong Automation Equipment Co ltd
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Suzhou Aifangxindong Automation Equipment Co ltd
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D16/00Control of fluid pressure
    • G05D16/20Control of fluid pressure characterised by the use of electric means
    • G05D16/2006Control of fluid pressure characterised by the use of electric means with direct action of electric energy on controlling means
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G05B13/0275Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion using fuzzy logic only

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  • Artificial Intelligence (AREA)
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  • Automation & Control Theory (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Fluid Mechanics (AREA)
  • Health & Medical Sciences (AREA)
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Abstract

The application relates to the technical field of semiconductor processing equipment, in particular to a pressure control method, a system, a terminal and a storage medium, aiming at solving the problems that the pressure change is realized by changing the number of electromagnetic valves in the prior art, the labor waste is easily caused in the repeated electromagnetic valve loading and unloading operation, and the product testing efficiency is low easily caused, and the technical scheme is a pressure control algorithm and comprises the following steps: acquiring a pre-executed pressure test flow aiming at a current batch of products to be tested; acquiring a current first test pressure of a product to be tested, and acquiring a first pressure difference required by a second test pressure which is increased from the first test pressure to a next step based on the first test pressure; and combining the first test pressure and the first pressure difference into input parameters, inputting the input parameters into a preset fuzzy controller, and acquiring control parameters output by the fuzzy controller.

Description

Pressure control method, system, terminal and storage medium
Technical Field
The present application relates to the field of semiconductor processing equipment technology, and in particular, to a pressure control method, system, terminal, and storage medium.
Background
The semiconductor is a material with conductivity between a conductor and an insulator at normal temperature. Semiconductors have wide applications in the fields of integrated circuits, consumer electronics, communication systems, photovoltaic power generation, high-power conversion, and the like. Some of semiconductor products (for example, chips for vehicles, mobile phones, etc.) that require high product quality need to be repeatedly tested through a test process. In order to test whether the function of the product is stable, different pressures which change repeatedly are required to be applied to the product through a pressure test.
At present, in the process of pressure testing of semiconductor products, in order to meet the testing conditions of a plurality of different testing pressures, a corresponding number of solenoid valves need to be configured according to a required pressure value, and after a corresponding pressure is set for each solenoid valve, a required testing pressure is obtained, so as to perform testing.
In the process of implementing the present application, the inventors found that the above-mentioned technology has at least the following problems:
realize the change of pressure through changing the quantity of solenoid valve, cause the waste of manpower easily in the solenoid valve loading and unloading operation of repetition, lead to the problem that the efficiency of software testing is low simultaneously easily.
Disclosure of Invention
In order to improve the efficiency of pressure control in the process of carrying out pressure test on a product, the application provides a pressure control method, a pressure control system, a terminal and a storage medium.
In a first aspect, the present application provides a pressure control method, which adopts the following technical scheme:
a method of pressure control, comprising the steps of:
obtaining a pressure test flow pre-executed for a current batch of products to be tested, wherein the pressure test flow at least comprises test pressure set in a gradient manner;
acquiring a current first test pressure of a product to be tested, and acquiring a first pressure difference required by a second test pressure which is increased from the first test pressure to a next step based on the first test pressure;
combining the first test pressure and the first pressure difference into input parameters, inputting the input parameters into a preset fuzzy controller, and acquiring control parameters output by the fuzzy controller, wherein the control parameters at least comprise pressure control flow and control duration;
and controlling the controlled system to execute a pressure test based on the control parameter.
Through adopting above-mentioned technical scheme, when carrying out pressure test to the product, when the test pressure of needs adjustment product, can acquire the pressure that the product is located at present earlier, according to the pressure differential of current pressure and next pressure level, calculate control parameter through fuzzy controller, control parameter that obtains through fuzzy controller can be through the mode control pressure of adjustment parameter numerical value, replaced the quantity through the control solenoid valve and adjusted pressure, and then the operating procedure of having exempted loading and unloading solenoid valve, help improving the efficiency of product pressure test, also help obtaining bigger pressure test scope simultaneously, and then further improve the quality of product.
In a specific implementation manner, the obtaining a pressure test flow pre-executed for a current batch of products to be tested, where the pressure test flow includes at least a test pressure set in a gradient, and then includes:
acquiring product information of the product to be detected, wherein the product information at least comprises a product size and a product model;
and constructing a mapping relation between the product information and the pressure test process, and storing the mapping relation to a preset pressure test process library.
By adopting the technical scheme, different products correspond to different pressure test flows, the mapping relation is established between the products and the pressure test flows, the pressure test flows related to the products can be rapidly acquired, manual input is replaced, and the efficiency of pressure test of the products can be improved.
In a specific embodiment, the method further comprises:
before product testing, first product information of the product to be tested is acquired;
retrieving product information matched with the first product information in the pressure test process library;
and if the product information matched with the first product information exists, directly calling a pressure test flow matched with the product information.
By adopting the technical scheme, the product information of the product is identified and retrieved, and the corresponding pressure test flow is automatically matched, so that manual input or manual search by an engineer is replaced, the intelligent degree of pressure test is improved, and the efficiency of product pressure test work is improved.
In a specific embodiment, before acquiring a current first test pressure of a product to be tested and acquiring a first pressure difference required by a second test pressure for jumping from the first test pressure to a next step based on the first test pressure, the method further includes:
acquiring a pressure difference between the test pressures of adjacent steps based on the test pressures set by the gradient, wherein the pressure difference is acquired by making a difference between a post-jump test pressure and a pre-jump test pressure;
the pressure differential is correlated with a preceding stage test pressure corresponding to the pressure differential.
Through adopting above-mentioned technical scheme, after the pressure test flow of acquireing the product, calculate the pressure differential between each pressure grade in the pressure test flow, help making intelligent terminal obtain current test pressure after, directly obtain the pressure differential according to test pressure, replaced all need can obtain the pressure differential through calculating after detecting at every turn, help improving the efficiency of product pressure test work.
In a specific embodiment, the method further comprises:
acquiring a tested third test pressure of the product to be tested;
when the third test pressure is lower than a preset lower limit of the environmental pressure, increasing the pressure control flow;
and when the third pressure measurement and test pressure is higher than the preset upper limit of the environmental pressure, reducing the pressure control flow.
Through adopting above-mentioned technical scheme, at pressure test's in-process, monitor the test environment, when pressure in the test environment surpassed safe operation's upper limit and lower limit, can adjust ambient pressure through the size of control pressure control flow, help reducing ambient pressure and surpass the safety range, lead to causing the possibility that the accident situation takes place.
In a specific embodiment, the method further comprises:
acquiring test environment air pressure according to a preset detection period, and acquiring an environment air pressure mean value in each detection period;
and if the error between the first ambient air pressure mean value in the current detection period and the second ambient air pressure mean value in the previous detection period is over the preset leakage threshold value, updating the control parameter.
Through adopting above-mentioned technical scheme, monitor ambient pressure, when ambient pressure takes place obvious deviation, judge the gas leakage condition that probably exists among the test environment intelligently, and then update control parameter, new control parameter after the control parameter updates can keep the pressure that receives of product, helps guaranteeing that the product carries out the stability tested in the test environment of difference.
In a second aspect, the present application provides a pressure control system, which adopts the following technical solutions:
a pressure control system, the system comprising:
the system comprises a flow identification module, a pressure test flow control module and a flow control module, wherein the flow identification module is used for acquiring a pressure test flow which is executed in advance aiming at a current batch of products to be tested, and the pressure test flow at least comprises test pressure which is set in a gradient manner;
the differential value acquisition module is used for acquiring a current first test pressure of a product to be tested and acquiring a first pressure difference required by a second test pressure which is increased from the first test pressure to a next step based on the first test pressure;
the fuzzy operation module is used for combining the first test pressure and the first pressure difference into input parameters, inputting the input parameters into a preset fuzzy controller, and acquiring control parameters output by the fuzzy controller, wherein the control parameters at least comprise pressure control flow and control duration;
and the test execution module is used for controlling the controlled system to execute the pressure test based on the control parameter.
Through adopting above-mentioned technical scheme, when carrying out pressure test to the product, when the test pressure of needs adjustment product, can acquire the pressure that the product is located at present earlier, according to the pressure differential of current pressure and next pressure level, calculate control parameter through fuzzy controller, control parameter that obtains through fuzzy controller can be through the mode control pressure of adjustment parameter numerical value, replaced the quantity through the control solenoid valve and adjusted pressure, and then the operating procedure of having exempted loading and unloading solenoid valve, help improving the efficiency of product pressure test, also help obtaining bigger pressure test scope simultaneously, and then further improve the quality of product.
In a third aspect, the present application provides an intelligent terminal, which adopts the following technical scheme:
an intelligent terminal comprising a processor and a memory, said memory having stored therein at least one instruction, at least one program, set of codes, or set of instructions, said at least one instruction, said at least one program, set of codes, or set of instructions being loaded and executed by said processor to implement a pressure control method according to any one of the first aspect.
By adopting the technical scheme, the processor in the intelligent terminal can realize the pressure control method according to the related computer program stored in the memory, so that the pressure control efficiency in the process of carrying out pressure test on the product is improved.
In a fourth aspect, the present application provides a computer-readable storage medium, which adopts the following technical solutions:
a computer readable storage medium having stored therein at least one instruction, at least one program, set of codes, or set of instructions, which is loaded and executed by a processor to implement a pressure control method as claimed in any one of the first aspect.
Through adopting above-mentioned technical scheme, can save corresponding procedure, and then improve the efficiency of the in-process pressure control of carrying out pressure test to the product.
In summary, the present application includes at least one of the following beneficial technical effects:
when a product is subjected to pressure test, when the test pressure of the product needs to be adjusted, the current pressure of the product can be obtained firstly, control parameters are calculated through a fuzzy controller according to the current pressure and the pressure difference to the next pressure level, the control parameters obtained through the fuzzy controller can control the pressure in a mode of adjusting parameter values, the pressure is adjusted by controlling the number of electromagnetic valves, the operation procedures of assembling and disassembling the electromagnetic valves are omitted, the efficiency of the product pressure test is improved, a larger pressure test range is obtained, and the quality of the product is further improved;
in the process of pressure testing, monitoring a testing environment, and when the pressure in the testing environment exceeds the upper limit and the lower limit of safe operation, controlling the flow by controlling the pressure can adjust the environmental pressure, thereby being beneficial to reducing the possibility of accidents caused by the fact that the environmental pressure exceeds the safe range;
monitoring the environmental pressure, when the environmental pressure takes place obvious deviation, judging the gas leakage condition that probably exists among the test environment intelligently, and then updating control parameter, new control parameter after the control parameter updates can keep the pressure that receives of product, helps guaranteeing the stability that the product tested in the test environment of difference.
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In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
FIG. 1 is an architectural diagram of a pressure testing system shown in an embodiment of the present application;
FIG. 2 is a flow chart of a method of a pressure control algorithm shown in an embodiment of the present application;
FIG. 3 is a system flow diagram of a pressure control system shown in an embodiment of the present application;
fig. 4 is a schematic structural diagram of an intelligent terminal shown in an embodiment of the present application.
Description of reference numerals: 1. a flow identification module; 2. a difference value obtaining module; 3. a fuzzy operation module; 4. and a test execution module.
Detailed Description
The present embodiments are only illustrative and not restrictive, and those skilled in the art can make modifications to the embodiments without inventive contribution as required after reading the present specification, but the technical solutions in the embodiments of the present application will be described clearly and completely in the following with reference to fig. 1 to 4 of the embodiments of the present application as long as they are protected by patent laws within the scope of the claims of the present application to make the objects, technical solutions and advantages of the embodiments of the present application clearer, and it is obvious that the described embodiments are a part of the embodiments of the present application, but not all of the embodiments.
The embodiment of the application provides a pressure control method, which can be applied to a pressure test system, wherein an execution main body can be an intelligent terminal and is realized by the assistance of a controlled solenoid valve system and a pressure reading instrument. As shown in fig. 1. The pressure testing system comprises an intelligent terminal, the intelligent terminal is in signal connection with both the controlled solenoid valve system and the pressure reading instrument, and the intelligent terminal can also acquire parameter information manually input. Specifically, when the controlled solenoid valve system works, mechanical pressure is generated and applied to a product to be tested through control over the solenoid valve, the pressure reading instrument can monitor air pressure existing in the controlled solenoid valve system, mechanical pressure borne by the product to be tested can also be monitored, the monitored data are returned to the intelligent terminal, and after the intelligent terminal receives the pressure data, the controlled solenoid valve system can be controlled according to the received pressure data.
The process flow shown in fig. 2 will be described in detail below with reference to the specific embodiments, and the contents may be as follows:
step 201, obtaining a pre-executed pressure test flow for the current batch of products to be tested.
Wherein, the pressure test process at least comprises the test pressure set in a gradient manner.
In implementation, different semiconductor products have different requirements on performance due to different application environments, so that when a pressure test is performed and before pressure control is performed, the intelligent terminal first needs a pressure test flow to be executed by a current product to be tested. The pressure test flow here should include a plurality of test pressure values set during the pressure test, the test pressure should be set according to a certain pressure gradient, from low to high, and the difference between the test pressures of adjacent steps is the pressure difference.
In a specific embodiment, the pressure testing process is different for different semiconductor products, and accordingly, step 201 may be followed by the following steps: acquiring product information of the product to be detected, wherein the product information at least comprises a product size and a product model; and constructing a mapping relation between the product information and the pressure test process, and storing the mapping relation to a preset pressure test process library.
In implementation, after the pressure test system receives a batch of products to be tested, product information of the products to be tested can be entered into the intelligent terminal, the product information is used for identifying information such as the model and the size of the products, the product information can be entered by an engineer or identified by the pressure test system, for example, product codes and the like are identified by an image identification technology. After the intelligent terminal acquires the product information, the pressure test flow to be executed on the product to be tested can be acquired, and then the current product to be tested and the pressure test flow can be associated to construct the mapping relation between the product to be tested and the pressure test flow. Specifically, in the mapping relationship between the product to be tested and the pressure testing process, the product to be tested should not be limited to the current batch of products, but should be summarized as product information such as product size and product model, so as to form the association between the product information and the pressure testing process. In practical application, even the same model of product may be suitable for different quality standards, and the same pressure test process may also be suitable for testing various models of products, so the mapping relationship between the product information and the pressure test process should be many-to-many. After the mapping relation between the product information and the pressure test process is obtained, the mapping relation can be stored in a preset pressure test process library.
Therefore, the intelligent terminal can establish a mapping relation between the product and the pressure test process, is beneficial to quickly acquiring the pressure test process related to the product, replaces manual input, and is beneficial to improving the efficiency of the pressure test of the product.
In a specific embodiment, after the mapping relationship between the product information and the pressure testing process is established, the following processing may be further included: before product testing, first product information of the product to be tested is acquired; retrieving product information matched with the first product information in the pressure test process library; and if the product information matched with the first product information exists, directly calling a pressure test flow matched with the product information.
In implementation, the intelligent terminal can obtain first product information of a current product to be tested, search is carried out in the pressure test flow library based on the first product information, and if the mapping relation between the first product information and the pressure test flow can be searched, the stored pressure test flow can be directly called. In particular, when the above-mentioned product information simultaneously corresponds to a plurality of stress test procedures, an engineer is required to intervene to make the selection.
Therefore, the intelligent terminal can identify and retrieve the product information of the product, automatically match the corresponding pressure test flow, and is beneficial to replacing manual input or manual search by engineers, so that the test efficiency is improved.
Step 202, obtaining a current first test pressure of a product to be tested, and obtaining a first pressure difference required by a second test pressure which is increased from the first test pressure to a next step based on the first test pressure.
In implementation, in order to perform the fuzzy operation, it is necessary to obtain a deviation value between adjacent parameters, in the pressure control described in this embodiment, the deviation value is a pressure difference between adjacent test pressures, and the intelligent terminal may make a difference between a current first test pressure and a next second test pressure, where an absolute value of the obtained difference is a pressure difference.
Therefore, the intelligent terminal can simultaneously obtain the current value and the deviation value, and calculation of the control parameters in subsequent fuzzy control is facilitated.
In a specific embodiment, each time the pressure difference needs to be detected, the calculation is performed, which results in low calculation efficiency, and accordingly, step 202 may further include the following steps: acquiring a pressure difference between the test pressures of adjacent steps based on the test pressures set by the gradient, wherein the pressure difference is acquired by making a difference between a post-jump test pressure and a pre-jump test pressure; the pressure differential is correlated with a preceding stage test pressure corresponding to the pressure differential.
In implementation, after the intelligent terminal acquires the pressure test flow, the pressure test flow can be analyzed to acquire different test pressures involved in the pressure test flow, on the basis, the pressure difference between the test pressures of adjacent steps can be acquired by making differences one by one, and in order to facilitate calculation of control parameters in fuzzy control, the pressure difference and the previous test pressure during making the differences can be associated and bound to form input parameters of current values and deviation values.
In application, the intelligent terminal only needs to acquire the current test pressure in the process of pressure test, and the pressure difference corresponding to the current test pressure can be directly acquired according to the binding relationship among the current test pressure, the pressure difference and the test pressure, so that the calculation steps are favorably reduced and avoided.
Like this, after intelligent terminal acquireed current test pressure, directly acquire the pressure differential according to test pressure, replaced all need just can obtain the pressure differential through calculating after detecting at every turn, help improving the efficiency of product pressure test work.
Step 203, combining the first test pressure and the first pressure difference into input parameters, inputting the input parameters into a preset fuzzy controller, and acquiring control parameters output by the fuzzy controller, wherein the control parameters at least comprise pressure control flow and control duration.
In implementation, after the intelligent terminal obtains a current value of the test pressure and a deviation value of the pressure difference, the test pressure and the pressure difference can be used as input parameters and input into the fuzzy controller, the fuzzy controller can call algorithm plug-in units in a Matlab library, a gravity center method fuzzy operation algorithm can be specifically selected, and control parameters are finally obtained through fuzzification, fuzzy rule inference and defuzzification processes. And finally, the control parameters output by the fuzzy controller are the pressure control flow and the control duration.
Thus, the fuzzy control parameters are used for replacing the operation of assembling and disassembling the electromagnetic valve, and the efficiency of pressure control in the pressure test is improved.
And step 204, controlling the controlled system to execute a pressure test based on the control parameters.
In implementation, in the control parameters acquired by the intelligent terminal, the pressure control flow rate can be realized by regulating and controlling the electromagnetic valves, the controlled electromagnetic valve system can comprise electromagnetic valves with different specifications, wherein the specifications of the electromagnetic valves should be based on the flow rate, and the electronic control switching operation can be realized among different electromagnetic valves through the switching valve. The control duration is the time that the pressure control flow at the current test pressure needs to last.
Therefore, the intelligent terminal can change the pressure value through the control parameter, obtain the required test pressure and contribute to improving the efficiency of the pressure test.
In a specific embodiment, the test environment is also provided with upper and lower limits of the ambient air pressure for safety, and accordingly, the pressure control method may further include the following steps: acquiring a tested third test pressure of the product to be tested; when the third test pressure is lower than a preset lower limit of the environmental pressure, increasing the pressure control flow; and when the third pressure measurement and test pressure is higher than the preset upper limit of the environmental pressure, reducing the pressure control flow.
Like this, intelligent terminal monitors test environment at the in-process of pressure test, and when pressure in the test environment exceeded the upper limit and the lower limit of safe operation, environmental pressure can be adjusted through the size of control pressure control flow, reaches the effect of guaranteeing test environment safety.
In a specific embodiment, if the test environment generates gas leakage, the test pressure may be out of order, and the test result may be inaccurate, and accordingly, the pressure control method may further include the following steps: acquiring test environment air pressure according to a preset detection period, and acquiring an environment air pressure mean value in each detection period; and if the error between the first ambient air pressure mean value in the current detection period and the second ambient air pressure mean value in the previous detection period is over the preset leakage threshold value, updating the control parameter.
In implementation, the preset detection period is used for detecting the environmental pressure, and may be set to 1 minute, 2 minutes, 5 minutes, and the like. After the intelligent terminal obtains the testing environment air pressure, the environment air pressure mean value can be calculated for the testing environment air pressure in a detection period, the environment air pressure mean values of the front period and the rear period are compared, the comparison result is compared with the leakage threshold value, and if the deviation between the front period and the rear period exceeds the leakage threshold value, the leakage fault can be judged to occur. On the basis, in order to maintain the test pressure on the product, the control parameters can be updated to meet the test pressure required by the pressure test process based on the test pressure currently suffered by the product to be tested.
Like this, intelligent terminal can monitor ambient pressure, and when ambient pressure took place obvious deviation, intelligent terminal can judge the gas leakage condition that probably exists in the test environment, and then updates control parameter, and new control parameter after the control parameter updates can keep the pressure that receives of product, helps guaranteeing the stability that the product tested in the test environment of difference.
Based on the same technical concept, the embodiment of the invention also provides a pressure control system.
A pressure control system, with reference to fig. 3, the system comprising:
the system comprises a process identification module 1, a pressure test module and a control module, wherein the process identification module is used for acquiring a pressure test process which is executed in advance aiming at a current batch of products to be tested, and the pressure test process at least comprises test pressure which is set in a gradient manner;
the difference value acquisition module 2 is used for acquiring a current first test pressure of a product to be tested, and acquiring a first pressure difference required by a second test pressure which is increased from the first test pressure to a next step based on the first test pressure;
the fuzzy operation module 3 is configured to combine the first test pressure and the first pressure difference as input parameters, and input the input parameters into a preset fuzzy controller to obtain control parameters output by the fuzzy controller, where the control parameters at least include a pressure control flow and a control duration;
and the test execution module 4 is used for controlling the controlled system to execute the pressure test based on the control parameters.
In a specific embodiment, after the process identifying module 1, the method may further include:
the flow mapping module is used for acquiring product information of the product to be detected, wherein the product information at least comprises a product size and a product model; and constructing a mapping relation between the product information and the pressure test process, and storing the mapping relation to a preset pressure test process library.
In a specific embodiment, after the process mapping module, the method may further include:
the flow matching module is used for acquiring first product information of the product to be tested before product testing; retrieving product information matched with the first product information in the pressure test process library; and if the product information matched with the first product information exists, directly calling a pressure test flow matched with the product information.
In a specific embodiment, the difference obtaining module 2 may further include:
acquiring a pressure difference between the test pressures of adjacent steps based on the test pressures set by the gradient, wherein the pressure difference is acquired by making a difference between a post-jump test pressure and a pre-jump test pressure; the pressure differential is correlated with a preceding stage test pressure corresponding to the pressure differential.
In a particular embodiment, the pressure control system may further comprise:
the real-time monitoring module is used for acquiring a tested third test pressure of the product to be tested;
the lower limit emergency processing module is used for increasing the pressure control flow when the third test pressure is lower than a preset lower limit of the environmental pressure;
and the upper limit emergency processing module is used for reducing the pressure control flow when the third pressure measurement pressure is higher than the preset upper limit of the environmental pressure.
In a particular embodiment, the pressure control system may further comprise:
the environment monitoring module is used for acquiring the test environment air pressure according to a preset detection period and acquiring the average value of the environment air pressure in each detection period;
and the leakage emergency module is used for updating the control parameters if the preset leakage threshold value is checked by the error between the first environment air pressure mean value in the current detection period and the second environment air pressure mean value in the previous detection period.
An embodiment of the present application further discloses an intelligent terminal, and referring to fig. 4, the intelligent terminal includes a memory and a processor, and the memory stores a computer program that can be loaded by the processor and execute the pressure control method.
Based on the same technical concept, the embodiment of the present application further discloses a computer-readable storage medium, which includes a program that is capable of being loaded and executed by a processor to implement the steps in the flow of the pressure control method.
The computer-readable storage medium includes, for example: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
It is obvious to those skilled in the art that, for convenience and simplicity of description, only the division of the functional modules is illustrated, and in practical applications, the above functions may be distributed by different functional modules according to needs, that is, the internal structure of the apparatus is divided into different functional modules to complete all or part of the above described functions.
The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. With this understanding, the technical solution of the present application may be substantially implemented or contributed to by the prior art, or all or part of the technical solution may be embodied in a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, a network device, or the like) or a processor (processor) to execute all or part of the steps of the method of the embodiments of the present application. And the aforementioned storage medium includes: u disk, removable hard disk, read only memory, random access memory, magnetic or optical disk, etc. for storing program codes.
The above embodiments are only used to describe the technical solutions of the present application in detail, but the above embodiments are only used to help understanding the method and the core idea of the present application, and should not be construed as limiting the present application. Those skilled in the art should also appreciate that various modifications and substitutions can be made without departing from the scope of the present disclosure.

Claims (9)

1. A pressure control method characterized by: the method comprises the following steps:
obtaining a pressure test flow pre-executed for a current batch of products to be tested, wherein the pressure test flow at least comprises test pressure set in a gradient manner;
acquiring a current first test pressure of a product to be tested, and acquiring a first pressure difference required by a second test pressure which is increased from the first test pressure to a next step based on the first test pressure;
combining the first test pressure and the first pressure difference into input parameters, inputting the input parameters into a preset fuzzy controller, and acquiring control parameters output by the fuzzy controller, wherein the control parameters at least comprise pressure control flow and control duration;
and controlling the controlled system to execute a pressure test based on the control parameter.
2. A pressure control method according to claim 1, characterized in that: the obtaining of the pre-executed pressure test flow for the current batch of products to be tested, where the pressure test flow at least includes a test pressure set in a gradient, and the method further includes:
acquiring product information of the product to be detected, wherein the product information at least comprises a product size and a product model;
and constructing a mapping relation between the product information and the pressure test process, and storing the mapping relation to a preset pressure test process library.
3. A pressure control method according to claim 2, characterized in that: the method further comprises the following steps:
before product testing, first product information of the product to be tested is acquired;
retrieving product information matched with the first product information in the pressure test process library;
and if the product information matched with the first product information exists, directly calling a pressure test flow matched with the product information.
4. A pressure control method according to claim 1, characterized in that: before acquiring a current first test pressure of a product to be tested and acquiring a first pressure difference required by a second test pressure which is increased from the first test pressure to a next step based on the first test pressure, the method further comprises the following steps:
acquiring a pressure difference between the test pressures of adjacent steps based on the test pressures set by the gradient, wherein the pressure difference is acquired by making a difference between a post-jump test pressure and a pre-jump test pressure;
the pressure differential is correlated with a preceding stage test pressure corresponding to the pressure differential.
5. A pressure control method according to claim 1, characterized in that: the method further comprises the following steps:
acquiring a tested third test pressure of the product to be tested;
when the third test pressure is lower than a preset lower limit of the environmental pressure, increasing the pressure control flow;
and when the third pressure measurement and test pressure is higher than the preset upper limit of the environmental pressure, reducing the pressure control flow.
6. A pressure control method according to claim 1, characterized in that: the method further comprises the following steps:
acquiring test environment air pressure according to a preset detection period, and acquiring an environment air pressure mean value in each detection period;
and if the error between the first ambient air pressure mean value in the current detection period and the second ambient air pressure mean value in the previous detection period is over the preset leakage threshold value, updating the control parameter.
7. A pressure control system, characterized by: the system comprises:
the system comprises a flow identification module (1) and a pressure test flow control module, wherein the flow identification module is used for acquiring a pressure test flow which is pre-executed for a current batch of products to be tested, and the pressure test flow at least comprises test pressure which is set in a gradient manner;
the differential value acquisition module (2) is used for acquiring a current first test pressure of a product to be tested and acquiring a first pressure difference required by a second test pressure which is increased from the first test pressure to a next step based on the first test pressure;
the fuzzy operation module (3) is used for combining the first test pressure and the first pressure difference into input parameters, inputting the input parameters into a preset fuzzy controller, and acquiring control parameters output by the fuzzy controller, wherein the control parameters at least comprise pressure control flow and control duration;
and the test execution module (4) is used for controlling the controlled system to execute the pressure test based on the control parameter.
8. An intelligent terminal, characterized in that the intelligent terminal comprises a processor and a memory, wherein at least one instruction, at least one program, a set of codes or a set of instructions is stored in the memory, and the at least one instruction, the at least one program, the set of codes or the set of instructions is loaded and executed by the processor to implement a pressure control method according to any one of claims 1 to 6.
9. A computer readable storage medium having stored therein at least one instruction, at least one program, a set of codes, or a set of instructions, which is loaded and executed by a processor to implement a pressure control method according to any one of claims 1 to 6.
CN202111679836.5A 2021-12-31 Pressure control method, system, terminal and storage medium Active CN114415749B (en)

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CN207779599U (en) * 2018-01-29 2018-08-28 深圳市佳锐普科技有限公司 A kind of high-precision intelligent pressure test machine
CN111537143A (en) * 2020-05-26 2020-08-14 荣成歌尔电子科技有限公司 Performance test method and device of pressure sensor and storage medium
CN112197902A (en) * 2020-08-10 2021-01-08 江苏丰仪同创互联科技有限公司 Full-automatic calibration table and full-automatic calibration method for pressure gauge

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US20090259332A1 (en) * 2008-04-09 2009-10-15 Inotera Memories, Inc. Fuzzy control method for adjusting a semiconductor machine
CN102445294A (en) * 2011-12-01 2012-05-09 成都盛帮密封件股份有限公司 Novel pneumatic press-mounting detection tool
CN207779599U (en) * 2018-01-29 2018-08-28 深圳市佳锐普科技有限公司 A kind of high-precision intelligent pressure test machine
CN111537143A (en) * 2020-05-26 2020-08-14 荣成歌尔电子科技有限公司 Performance test method and device of pressure sensor and storage medium
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