CN-121980202-A - Detection data processing method and device and terminal equipment

Abstract

The application provides a detection data processing method, a detection data processing device and terminal equipment, which are applicable to the technical field of data processing, wherein the method comprises the steps of calculating and obtaining seal ring quality detection parameter information according to initial seal ring detection data information and a preset seal ring quality detection parameter calculation model; and screening and optimizing the initial sealing ring detection data information according to the sealing ring quality detection parameter information based on a preset sealing ring detection data optimization model to obtain target sealing ring detection data information. The method is accurately adaptive to the multi-dimensional and large-batch processing requirements of the sealing ring detection data, effectively avoids the problems of messy detection data, error interference, non-uniform quality judgment standard and the like, and greatly improves the processing efficiency of data screening optimization.

Inventors

• ZHOU YI
• AI GUOHUA

Assignees

• 长沙和捷实业有限公司

Dates

Publication Date

20260505

Application Date

20260408

Claims (10)

1. 1. A method of processing test data, comprising: acquiring a plurality of initial seal ring detection data information; calculating to obtain a plurality of seal ring quality detection parameter information according to the initial seal ring detection data information and a preset seal ring quality detection parameter calculation model; And screening and optimizing the initial seal ring detection data information according to the seal ring quality detection parameter information based on a preset seal ring detection data optimization model to obtain target seal ring detection data information.
2. 2. The method for processing detection data according to claim 1, wherein, The seal ring quality detection parameter information comprises seal ring machining counting accuracy parameter information, seal ring assembly tightness parameter information and seal ring surface defect parameter information; The step of screening and optimizing the initial seal ring detection data information according to the seal ring quality detection parameter information to obtain target seal ring detection data information specifically comprises the following steps: Based on a preset sealing ring detection data polynomial fitting coordinate system, calculating to obtain a plurality of sealing ring counting accuracy parameter optimization variables according to the plurality of sealing ring counting accuracy parameter information, a preset sealing ring processing counting reference value, preset sealing ring calibration production quantity information, a preset sealing ring processing counting accuracy threshold value and a preset sealing ring counting accuracy optimization weight coefficient; Based on a preset sealing ring detection data polynomial fitting coordinate system, calculating to obtain a plurality of sealing ring sealing performance parameter optimization variables according to the plurality of sealing ring assembly sealing performance parameter information, a preset sealing ring sealing performance reference curve, a preset sealing ring sealing performance qualification judgment threshold value and a preset sealing ring sealing performance optimization weight coefficient; Calculating to obtain a plurality of optimization variables of the surface defect parameters of the sealing ring according to the surface defect parameter information of the sealing ring, a preset threshold value of the surface defect parameter of the sealing ring and a preset optimization weight coefficient of the surface defect parameter of the sealing ring; and screening and optimizing the initial seal ring detection data information according to the seal ring counting accuracy parameter optimization variables, the seal ring tightness parameter optimization variables and the seal ring surface defect parameter optimization variables based on a preset seal ring detection data optimization model to obtain target seal ring detection data information.
3. 3. The method for processing detection data according to claim 2, wherein the step of calculating a plurality of seal ring count accuracy parameter optimization variables based on the preset seal ring detection data polynomial fit coordinate system according to the plurality of seal ring process count accuracy parameter information, the preset seal ring process count reference value, the preset seal ring calibration production quantity information, the preset seal ring process count accuracy threshold value and the preset seal ring count accuracy optimization weight coefficient specifically comprises: Fitting the processing counting accuracy parameter information of the plurality of sealing rings based on a preset sealing ring detection data polynomial fitting coordinate system to generate a sealing ring counting accuracy change curve; obtaining a plurality of seal ring counting reference matching node information according to the seal ring counting accuracy rate change curve and a preset seal ring processing counting reference value; Calculating the difference value of the plurality of seal ring counting reference matching node information to obtain a plurality of seal ring counting deviation reference variables; And calculating to obtain a plurality of seal ring counting accuracy parameter optimization variables according to the seal ring counting deviation reference variables, the preset seal ring calibration production quantity information, the preset seal ring processing counting accuracy threshold and the preset seal ring counting accuracy optimization weight coefficient.
4. 4. The method for processing detection data according to claim 2, wherein the step of calculating a plurality of seal ring seal performance parameter optimization variables based on the preset seal ring detection data polynomial fit coordinate system according to the plurality of seal ring assembly seal performance parameter information, the preset seal ring seal performance reference curve, the preset seal ring seal performance qualification judgment threshold value and the preset seal ring seal performance optimization weight coefficient specifically comprises: fitting the seal ring assembly tightness parameter information based on a preset seal ring detection data polynomial fitting coordinate system to generate a seal ring tightness parameter curve; obtaining junction information of a plurality of sealing ring sealing curves according to the sealing ring sealing performance parameter curve and a preset sealing ring sealing performance reference curve; calculating the difference value of the information of the intersection nodes of the sealing ring sealing performance curves to obtain a plurality of sealing ring sealing performance deviation reference variables; And calculating a plurality of seal ring tightness parameter optimization variables according to the seal ring tightness deviation reference variables, the preset seal ring tightness qualification judgment threshold and the preset seal ring tightness optimization weight coefficient.
5. 5. The method for processing detection data according to claim 4, wherein the step of calculating a plurality of seal ring seal tightness parameter optimization variables according to the plurality of seal ring seal tightness deviation reference variables, a preset seal ring tightness qualification judgment threshold value and a preset seal ring tightness optimization weight coefficient specifically comprises: Judging whether the sealing ring tightness deviation reference variable is larger than or equal to a preset sealing ring tightness qualification judgment threshold value or not; If yes, weighting a plurality of seal ring assembly tightness parameter information corresponding to the seal ring tightness deviation reference variable according to a preset seal ring tightness optimization weight coefficient to obtain a seal ring tightness parameter optimization variable; If not, calculating to obtain seal ring tightness defect penalty according to seal ring assembly tightness parameter information, a preset seal ring tightness qualification judgment threshold value and a preset seal ring tightness defect penalty factor corresponding to the seal ring tightness deviation reference variable; And calculating to obtain a plurality of seal ring tightness parameter optimization variables according to the seal ring assembly tightness parameter information, the seal ring tightness defect punishment amount and the preset seal ring tightness optimization weight coefficient corresponding to the seal ring tightness deviation reference variable.
6. 6. The method for processing detection data according to claim 2, wherein the step of screening and optimizing the plurality of initial seal ring detection data information to obtain a plurality of target seal ring detection data information based on the preset seal ring detection data optimization model according to the plurality of seal ring count accuracy parameter optimization variables, the plurality of seal ring tightness parameter optimization variables, and the plurality of seal ring surface defect parameter optimization variables specifically comprises: calculating to obtain optimization information of a plurality of seal ring quality detection parameters according to the plurality of seal ring counting accuracy parameter optimization variables, the plurality of seal ring tightness parameter optimization variables and the plurality of seal ring surface defect parameter optimization variables; And screening and optimizing the initial seal ring detection data information according to the seal ring quality detection parameter optimization information based on a preset seal ring detection data optimization model to obtain target seal ring detection data information.
7. 7. The method for processing detection data according to claim 6, wherein the step of screening and optimizing the plurality of initial seal ring detection data information based on the preset seal ring detection data optimization model to obtain a plurality of target seal ring detection data information comprises: Judging whether the seal ring quality detection parameter optimization information is larger than or equal to a preset seal ring quality detection parameter optimization threshold value or not; if yes, optimizing weight information according to preset sealing ring detection data, and carrying out weighting treatment on the initial sealing ring detection data information to obtain a plurality of sealing ring detection data weighting information; Based on a preset sealing ring detection data optimization model, obtaining a plurality of target sealing ring detection data information according to the weighting information of the plurality of sealing ring detection data; if not, calculating according to the initial seal ring detection data information, a preset seal ring detection qualification judgment reference value and a preset seal ring detection error penalty coefficient to obtain a seal ring detection data error penalty value; And based on a preset sealing ring detection data optimization model, obtaining a plurality of target sealing ring detection data information according to the initial sealing ring detection data information, the sealing ring detection data error punishment value and the preset sealing ring detection data optimization weight information.
8. 8. A test data processing apparatus, comprising: The initial seal ring detection data information acquisition module is used for acquiring a plurality of initial seal ring detection data information; The seal ring quality detection parameter information generation module is used for calculating a plurality of seal ring quality detection parameter information according to the initial seal ring detection data information and a preset seal ring quality detection parameter calculation model; And the target sealing ring detection data information generation module is used for screening and optimizing the initial sealing ring detection data information according to the sealing ring quality detection parameter information based on a preset sealing ring detection data optimization model to obtain the target sealing ring detection data information.
9. 9. A terminal device, characterized in that it comprises a memory, a processor, on which a computer program is stored which is executable on the processor, the processor executing the computer program to carry out the steps of the method according to any one of claims 1 to 7.
10. 10. A computer readable storage medium storing a computer program, characterized in that the computer program when executed by a processor implements the steps of the method according to any one of claims 1 to 7.

Description

Detection data processing method and device and terminal equipment Technical Field The present application belongs to the technical field of data processing, and in particular, relates to a method and an apparatus for processing detection data, and a terminal device. Background In the current industrial automatic production field, workpiece counting detection is gradually updated from manual statistics to automatic detection modes such as photoelectric sensing, machine vision, laser scanning and the like, and the method is widely applied to production line counting and quality control links of products such as precise parts, sealing elements, hardware small pieces and the like. In the prior art, a photoelectric sensor is used for triggering pulse counting or machine vision image spot analysis counting, and the number statistics of the workpiece passing signals is judged through a fixed threshold value. However, in the prior art, workpiece counting results are easily affected by workpiece adhesion, overlapping and posture deviation, missing of the meter and repeated counting occur, and the accuracy stability of the detection data is insufficient. Disclosure of Invention In view of the above, the embodiment of the application provides a detection data processing method, a detection data processing device and terminal equipment, which aim to solve the problems that in the prior art, workpiece counting precision is unstable, abnormal data cannot be effectively removed, and detection data processing efficiency is low. A first aspect of an embodiment of the present application provides a method for processing detection data, including: acquiring a plurality of initial seal ring detection data information; calculating to obtain a plurality of seal ring quality detection parameter information according to the initial seal ring detection data information and a preset seal ring quality detection parameter calculation model; And screening and optimizing the initial seal ring detection data information according to the seal ring quality detection parameter information based on a preset seal ring detection data optimization model to obtain target seal ring detection data information. A second aspect of an embodiment of the present application provides a detection data processing apparatus, including: The initial seal ring detection data information acquisition module is used for acquiring a plurality of initial seal ring detection data information; The seal ring quality detection parameter information generation module is used for calculating a plurality of seal ring quality detection parameter information according to the initial seal ring detection data information and a preset seal ring quality detection parameter calculation model; And the target sealing ring detection data information generation module is used for screening and optimizing the initial sealing ring detection data information according to the sealing ring quality detection parameter information based on a preset sealing ring detection data optimization model to obtain the target sealing ring detection data information. A third aspect of the embodiments of the present application provides a terminal device comprising a memory, a processor, the memory having stored thereon a computer program executable on the processor, the processor implementing the steps of the method for processing detection data as described in the first aspect, when the computer program is executed by the processor. A fourth aspect of the embodiments of the present application provides a computer-readable storage medium comprising a computer program stored thereon, which when executed by a processor, implements the steps of the method of detecting data processing as described in the first aspect above. Compared with the prior art, the method and the device have the advantages that the method and the device are used for solving the problems of low processing precision, poor efficiency and insufficient data cooperativity of the air conditioner sealing ring detection data, compared with the simple detection data accumulation and independent judgment mode in the prior art, the method and the device greatly reduce the overall time of detection data processing while guaranteeing the processing precision of the detection data, remarkably improve the efficiency of sealing ring detection data processing, explore and identify potential effective data of various sealing ring detection data through a preset sealing ring detection data optimization model, and improve the effectiveness and reliability of the sealing ring detection data. Drawings In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are needed in the embodiments or the description of the prior art will be briefly described below, it being obvious that the drawings in the following description are only some embodiments of the present application, and that other