CN116990532B - Quality control method and related equipment - Google Patents
Quality control method and related equipment Download PDFInfo
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- CN116990532B CN116990532B CN202311237787.9A CN202311237787A CN116990532B CN 116990532 B CN116990532 B CN 116990532B CN 202311237787 A CN202311237787 A CN 202311237787A CN 116990532 B CN116990532 B CN 116990532B
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- 238000003908 quality control method Methods 0.000 title claims abstract description 127
- WQZGKKKJIJFFOK-GASJEMHNSA-N Glucose Natural products OC[C@H]1OC(O)[C@H](O)[C@@H](O)[C@@H]1O WQZGKKKJIJFFOK-GASJEMHNSA-N 0.000 claims abstract description 267
- 239000008103 glucose Substances 0.000 claims abstract description 267
- 210000004369 blood Anatomy 0.000 claims abstract description 261
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- 108010015776 Glucose oxidase Proteins 0.000 description 3
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- 238000005516 engineering process Methods 0.000 description 3
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- RGHNJXZEOKUKBD-SQOUGZDYSA-N D-gluconic acid Chemical compound OC[C@@H](O)[C@@H](O)[C@H](O)[C@@H](O)C(O)=O RGHNJXZEOKUKBD-SQOUGZDYSA-N 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 2
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- 238000012423 maintenance Methods 0.000 description 2
- 230000000291 postprandial effect Effects 0.000 description 2
- -1 potassium ferricyanide Chemical compound 0.000 description 2
- 239000000276 potassium ferrocyanide Substances 0.000 description 2
- XOGGUFAVLNCTRS-UHFFFAOYSA-N tetrapotassium;iron(2+);hexacyanide Chemical compound [K+].[K+].[K+].[K+].[Fe+2].N#[C-].N#[C-].N#[C-].N#[C-].N#[C-].N#[C-] XOGGUFAVLNCTRS-UHFFFAOYSA-N 0.000 description 2
- 239000002699 waste material Substances 0.000 description 2
- RGHNJXZEOKUKBD-UHFFFAOYSA-N D-gluconic acid Natural products OCC(O)C(O)C(O)C(O)C(O)=O RGHNJXZEOKUKBD-UHFFFAOYSA-N 0.000 description 1
- 108090000790 Enzymes Proteins 0.000 description 1
- 102000004190 Enzymes Human genes 0.000 description 1
- 108010050375 Glucose 1-Dehydrogenase Proteins 0.000 description 1
- 238000012258 culturing Methods 0.000 description 1
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- 125000002791 glucosyl group Chemical group C1([C@H](O)[C@@H](O)[C@H](O)[C@H](O1)CO)* 0.000 description 1
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Classifications
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N35/00—Automatic analysis not limited to methods or materials provided for in any single one of groups G01N1/00 - G01N33/00; Handling materials therefor
- G01N35/00584—Control arrangements for automatic analysers
- G01N35/00594—Quality control, including calibration or testing of components of the analyser
- G01N35/00613—Quality control
- G01N35/00623—Quality control of instruments
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N27/00—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means
- G01N27/26—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means by investigating electrochemical variables; by using electrolysis or electrophoresis
- G01N27/416—Systems
- G01N27/4163—Systems checking the operation of, or calibrating, the measuring apparatus
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/66—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving blood sugars, e.g. galactose
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N35/00—Automatic analysis not limited to methods or materials provided for in any single one of groups G01N1/00 - G01N33/00; Handling materials therefor
- G01N35/0099—Automatic analysis not limited to methods or materials provided for in any single one of groups G01N1/00 - G01N33/00; Handling materials therefor comprising robots or similar manipulators
Abstract
The application provides a quality control method and related equipment. The method is applied to a quality control robot; the method comprises the following steps: the receiving module receives a detection instruction issued by the control center; the detection instruction comprises detection time, detection place, glucometer to be detected and blood glucose test paper to be detected; the navigation module is used for navigating the quality control robot to a detection place at the detection time; the blood glucose meter detection module detects whether the blood glucose meter to be detected passes through blood glucose meter detection; blood glucose meter detection includes temperature detection and voltage detection; the blood glucose test paper detection module is used for detecting whether the blood glucose test paper to be detected passes through the blood glucose test paper or not in response to the fact that the blood glucose meter to be detected passes through the blood glucose meter detection; and the data uploading module is used for uploading a detection result to the control center in response to the fact that the blood glucose test paper to be detected passes detection. By the method and the related equipment, the supervision quality can be effectively enhanced, the detection quality is improved, and the use of manpower and material resources is reduced.
Description
Technical Field
The application relates to the technical field of intelligent robots, in particular to a quality control method and related equipment.
Background
The principle of the reaction of the blood glucose meter is that biochemical enzyme reaction, after the reaction of the glucose of the blood plasma and glucose oxidase or glucose dehydrogenase, trace current is generated (electrode method) or the color of test paper is changed (chromogenic method), and the blood glucose value is judged by detecting the magnitude of the current or the color depth. The blood glucose test paper is designed according to the principle. Since the culturing process of glucose oxidase (hereinafter referred to as enzyme) is very complex, there may be a difference in measurement results of different batches of products, and it is necessary to insert a code card into the blood glucose meter during use.
In the detection process, there are cases where the detection result is inaccurate due to the blood glucose meter or the blood glucose test paper. Before a new batch of blood glucose test paper is used, the batch of blood glucose test paper and the code card need to be subjected to spot check. In order to improve the accuracy of the detection result, the blood glucose meter and the blood glucose test paper need to be subjected to enhanced detection. In the related art, the detection process is monitored manually, so that the problems of detection omission and detection errors are easy to occur.
Disclosure of Invention
Accordingly, an objective of the present application is to provide a quality control method and related apparatus for solving the problems set forth in the background art.
Based on the above object, the application provides a quality control method, which is applied to a quality control robot of a quality control system, wherein the quality control robot comprises a receiving module, a navigation module, a glucometer detection module, a blood glucose test paper detection module and a data uploading module;
the method comprises the following steps:
the receiving module receives a detection instruction issued by the control center; the detection instruction comprises detection time, detection place, a blood glucose meter to be detected and blood glucose test paper to be detected;
the navigation module is used for navigating the quality control robot to a detection place at detection time;
the blood glucose meter detection module detects whether the blood glucose meter to be detected passes through blood glucose meter detection; the blood glucose meter detection comprises temperature detection and voltage detection;
the blood glucose test paper detection module is used for detecting whether the blood glucose test paper to be detected passes through blood glucose test paper or not in response to determining that the blood glucose meter to be detected passes through blood glucose meter detection;
and the data uploading module is used for uploading a detection result to the control center in response to the fact that the blood glucose test paper to be detected passes detection.
Optionally, the quality control robot further comprises a reminding module;
before detecting whether the blood glucose meter to be detected is detected by the blood glucose meter, the method further comprises:
the reminding module reminds the user of carrying out the detection of the blood glucose meter through voice.
Optionally, the glucometer detection module includes a temperature detection sub-module and a voltage detection sub-module;
the detecting whether the glucometer to be detected passes through glucometer detection comprises:
the glucometer to be detected is connected with the quality control robot through a preset interface;
the temperature detection sub-module obtains a temperature value of the blood glucose meter to be detected, and determines that the blood glucose meter to be detected passes through the temperature detection in response to the temperature value being in a preset range;
the voltage detection sub-module obtains the voltage value of the battery of the glucometer to be detected, and determines that the glucometer to be detected passes through the voltage detection in response to the voltage value being in a preset range;
and the reminding module is used for reminding a user of carrying out the blood glucose test paper detection by voice in response to determining that the blood glucose meter to be detected passes through the temperature detection and the voltage detection.
Optionally, the blood glucose test paper detection module comprises a quality control liquid registration sub-module and a reading detection sub-module;
the detecting whether the blood glucose test paper to be detected passes through the blood glucose test paper comprises the following steps:
the quality control liquid registration sub-module registers the quality control liquid according to the identification code of the quality control liquid bottle body and determines a target reading range corresponding to the quality control liquid;
the reminding module reminds a user to insert the blood glucose test paper to be detected, on which the quality control liquid is dripped, into the blood glucose meter to be detected;
the reading detection submodule identifies the reading displayed by the glucometer to be detected and determines whether the reading is within the target reading range;
and the reminding module is used for reminding a user that the blood glucose test paper to be detected passes detection in response to the fact that the reading is determined to be in the target reading range.
Optionally, the method further comprises:
the reminding module is used for reminding a user that the to-be-detected glucometer fails to detect and reminding the user to take out a standby glucometer and standby glucometer test paper from the quality control robot in response to the fact that the to-be-detected glucometer fails to detect;
and the data uploading module uploads the detection result to the control center.
Optionally, the method further comprises:
the reminding module is used for reminding a user that the blood glucose test paper to be detected fails to detect and reminding the user to take out the standby blood glucose test paper from the quality control robot in response to the fact that the blood glucose test paper to be detected fails to detect;
and the data uploading module uploads the detection result to the control center.
Based on the above object, the present application provides a quality control method applied to a control center of a quality control system, the method comprising:
receiving a blood glucose value measured by at least one blood glucose meter; the blood glucose value corresponds to the blood glucose meter and the tested person;
obtaining a deviation value of each glucometer through a preset algorithm according to the blood glucose value;
and in response to determining that the deviation value of any glucometer is larger than the preset deviation value, determining that the glucometer is the glucometer to be detected and issuing a detection instruction to the quality control robot.
Optionally, the obtaining, according to the blood glucose value, a deviation value of each glucometer through a preset algorithm includes:
in response to determining that the floating value of the blood glucose level measured by the same subject with the same blood glucose meter at the same time period is greater than a preset value, assigning a weight value to the blood glucose meter;
in response to determining that the deviation value of the blood glucose values measured by the same person under test by using different blood glucose meters in the same period is greater than a preset value, assigning a weight value to the blood glucose meter with the largest deviation of the blood glucose values;
and determining the sum of all weight values of any glucometer as the deviation value of the glucometer.
Based on the same inventive concept, the application also provides a quality control system, comprising a quality control robot; the quality control robot comprises a receiving module, a navigation module, a glucometer detection module, a blood sugar test paper detection module and a data uploading module;
the receiving module is configured to receive a detection instruction issued by the control center; the detection instruction comprises detection time, detection place, a blood glucose meter to be detected and blood glucose test paper to be detected;
the navigation module is configured to navigate the quality control robot to a detection place at a detection time;
the blood glucose meter detection module is configured to detect whether the blood glucose meter to be detected passes through blood glucose meter detection; the blood glucose meter detection comprises temperature detection and voltage detection;
the blood glucose test strip detection module is configured to detect whether the blood glucose test strip to be detected is detected by the blood glucose test strip or not in response to determining that the blood glucose meter to be detected is detected by the blood glucose meter;
and the data uploading module is configured to respond to the determination that the blood glucose test paper to be detected passes detection and upload a detection result to the control center.
Based on the same inventive concept, the application also provides an electronic device, comprising a memory, a processor and a computer program stored on the memory and capable of running on the processor, wherein the processor executes the program to realize the quality control method according to any one of the above.
From the above, the quality control method and the related equipment provided by the application realize detection and supervision of test paper and code card by the quality control robot so as to avoid the situation of careless mistakes or forgetting. The application can effectively improve the detection quality, reduce the waste of manpower and material resources in the detection process and realize automatic detection supervision.
Drawings
In order to more clearly illustrate the technical solutions of the present application or related art, the drawings that are required to be used in the description of the embodiments or related art will be briefly described below, and it is apparent that the drawings in the following description are only embodiments of the present application, and other drawings may be obtained according to the drawings without inventive effort to those of ordinary skill in the art.
FIG. 1 is a flow diagram of a quality control method according to one or more embodiments of the present application;
FIG. 2 is a flow diagram of a quality control method according to one or more embodiments of the application;
FIG. 3 is a schematic diagram of a quality control system according to one or more embodiments of the present application;
fig. 4 is a schematic diagram of a hardware structure of an electronic device according to one or more embodiments of the present application.
Detailed Description
The present application will be further described in detail below with reference to specific embodiments and with reference to the accompanying drawings, in order to make the objects, technical solutions and advantages of the present application more apparent.
It should be noted that unless otherwise defined, technical or scientific terms used in the embodiments of the present application should be given the ordinary meaning as understood by one of ordinary skill in the art to which the present application belongs. The terms "first," "second," and the like, as used in embodiments of the present application, do not denote any order, quantity, or importance, but rather are used to distinguish one element from another. The word "comprising" or "comprises", and the like, means that elements or items preceding the word are included in the element or item listed after the word and equivalents thereof, but does not exclude other elements or items. The terms "connected" or "connected," and the like, are not limited to physical or mechanical connections, but may include electrical connections, whether direct or indirect. "upper", "lower", "left", "right", etc. are used merely to indicate relative positional relationships, which may also be changed when the absolute position of the object to be described is changed.
As described in the background art, in the related art, the blood glucose test paper and the code card are detected and monitored mainly by a manual monitoring mode. For example, the test process and the processing mode are ensured to be in compliance with the specification by carrying out multiple tests by different personnel or arranging for supervision of the test process by a supervision personnel.
In the related art method, a detecting person needs to determine whether the glucometer has a fault or not by himself in the detecting process. When the blood glucose meter and the blood glucose test paper are detected, the test time is required to be determined by a detector and a supervisory personnel together, the blood glucose meter and other instruments for testing and the quality control liquid for testing are prepared manually, the object to be detected is prepared manually, and the detection result is determined in a manual judgment mode.
However, the above method still has the following problems: the efficiency is low, the preparation work and the detection process in the related technology are complex, and the detection process needs to be restarted once an error occurs in the detection process; the difficulty of analyzing the reasons without detection is high, and the reason is analyzed in a manual analysis mode in the related technology; the management is not strict, the detection and the supervision are performed manually in the related technology, the flexibility is high, and the supervision flow is loose.
Due to the problems, the related art method has high requirements on manpower and material resources, and resource waste is easy to cause; moreover, under the manual supervision method, careless mistakes still easily exist in the process.
Therefore, the application provides a quality control method to strengthen the supervision of the detection process and result.
The following describes one or more embodiments of the present application in detail by way of specific examples.
Referring to fig. 1, a quality control method according to one or more embodiments of the present application is applied to a quality control robot in a quality control system, where the quality control robot includes a receiving module, a navigation module, a glucometer detection module, a blood glucose test paper detection module, and a data uploading module. The method comprises the following steps:
step S101: the receiving module receives a detection instruction issued by a control center; the detection instruction comprises detection time, detection place, glucometer to be detected and blood glucose test paper to be detected.
The quality control system also comprises a control center. In some embodiments, the control center is configured to issue a detection command and receive a detection result. In some embodiments, the control center is further configured to receive a measurement of the blood glucose meter.
In some embodiments, the detection instructions may be set for a user according to quality control management specifications. For example, the new batch of blood glucose test paper and the code card need to be detected before being used, and at the moment, the quality control robot can be set by the control center to go to a preset place for detection reminding and detection at preset time.
In some embodiments, the detection command may be obtained through a preset algorithm according to the collected blood glucose level measured by the blood glucose meter. For example, when the control center performs data analysis on the historical detection record and finds that a glucometer or a certain batch of blood glucose test paper may have quality problems, an alarm mechanism can be automatically triggered, and a detection instruction is sent to the quality control robot. In some embodiments, when a preset algorithm judges that the blood glucose value measured by any blood glucose meter may have a large deviation, a control instruction is issued to detect the blood glucose meter and the blood glucose test paper used.
Step S102: the navigation module navigates the quality control robot to a detection location at a detection time.
In the step, the quality control robot can forcedly monitor the object to be detected at the position where the preset detection time reaches the detection place, so as to avoid the condition of forgetting to detect.
In some embodiments, the quality control robot further comprises a reminder module. In some embodiments, before detecting whether the blood glucose meter to be detected is detected by the blood glucose meter, the method further comprises: the reminding module reminds the user of carrying out the detection of the blood glucose meter through voice. The alert module may also in some embodiments demonstrate the detection process as a video. Different reminding modes can achieve the same purpose, and are all within the protection scope of the application.
In some embodiments, the information may be sent to a designated user before the quality control robot is moved to a preset location. The information can be mobile phone short messages, computer software reminding or other forms of information. Information in different forms is within the protection scope of the application as long as the method can be realized. For example, when the preset location is a department office, a short message may be sent to the department responsible person and the department attendant at a preset time.
Step S103: the blood glucose meter detection module detects whether the blood glucose meter to be detected passes through blood glucose meter detection; the blood glucose meter test includes temperature test and voltage test.
Blood glucose meter test paper generally consists of two sheets containing sensitive chemical components, and glucose in blood can generate gluconic acid and potassium ferrocyanide when encountering glucose oxidase and potassium ferricyanide on the surface of the test paper strip by using the test paper as a carrier of glucose signals. The glucometer applies a constant working voltage to the test strip in a fixed bias mode, so that potassium ferrocyanide is oxidatively converted into potassium ferricyanide, and oxidation current is generated. And calculating and outputting a corresponding blood glucose concentration value according to the relation between the current value and the blood glucose concentration. Among these, the blood glucose test uses a bioelectrochemical reaction, and the temperature is an important factor affecting the reaction.
According to the above, in the case of trouble shooting the blood glucose meter, the important ingredients are the temperature of the blood glucose meter and the battery voltage of the blood glucose meter.
In some embodiments, the glucose meter detection module includes a temperature detection sub-module and a voltage detection sub-module. The detecting whether the to-be-detected glucometer passes through glucometer detection comprises: the glucometer to be detected is connected with the quality control robot through a preset interface; the temperature detection sub-module obtains the temperature value of the blood glucose meter to be detected, and determines that the blood glucose meter to be detected passes through the temperature detection in response to the temperature value being in a preset range; the voltage detection sub-module obtains the voltage value of the battery of the glucometer to be detected, and determines that the glucometer to be detected passes the voltage detection in response to the voltage value being in a preset range; and the reminding module is used for reminding a user to detect the blood glucose test paper by voice in response to determining that the blood glucose meter to be detected passes through the temperature detection and the voltage detection.
In some embodiments, the voltage detection sub-module may eliminate the problems of incorrect upper and lower limits of the voltage value, unstable voltage, and the like. In some embodiments, the temperature detection sub-module described above may eliminate isothermal anomaly problems with excessive or excessive low temperatures.
In some embodiments, the detection of the glucose meter further includes whether the machine is capable of being powered on. This detection can be manually reviewed by the user.
In some embodiments, the above method further comprises: the reminding module is used for reminding a user that the to-be-detected glucometer fails to detect and reminding the user to take out the standby glucometer and the standby glucometer test paper from the quality control robot in response to the fact that the to-be-detected glucometer fails to detect; and the data uploading module uploads the detection result to the control center.
In some embodiments, the quality control robot is provided with a placement bin. In some embodiments, the placement bin has a standby glucose meter, a code card, and glucose test strips placed therein.
In some embodiments, because the blood glucose test paper and the code card used by the blood glucose meters with different brands and models are different, the placing bin of the quality control robot can be provided with the blood glucose meters with different brands and models, and the corresponding code card and the blood glucose test paper can be placed.
Through the above, after the to-be-detected blood glucose meter is determined to be unqualified, the to-be-detected blood glucose meter can be provided for replacing detection objects in time, so that the situation that a user cannot continue blood glucose detection is avoided.
Step S104: and the blood glucose test paper detection module is used for detecting whether the blood glucose test paper to be detected passes through the blood glucose test paper or not in response to the fact that the blood glucose meter to be detected passes through the blood glucose meter detection.
In some embodiments, the blood glucose test strip detection module includes a quality control fluid registration sub-module and a reading detection sub-module. In some embodiments, the detecting whether the blood glucose test strip to be detected passes through the blood glucose test strip includes: the quality control liquid registration sub-module registers the quality control liquid according to the identification code of the quality control liquid bottle body and determines a target reading range corresponding to the quality control liquid; the reminding module reminds a user to insert the blood glucose test paper to be detected, on which the quality control liquid is dripped, into the blood glucose meter to be detected; the reading detection submodule identifies the reading displayed by the glucometer to be detected and determines whether the reading is within the target reading range; and the reminding module is used for reminding a user that the blood glucose test paper to be detected passes detection in response to the fact that the reading is determined to be in the target reading range.
In the related art, the detection of the blood glucose test paper is realized by manually selecting a quality control liquid, performing quality control operation and checking the blood glucose value (detection result). However, in this process, there are cases where human operation is wrong so that the final result is wrong. For example, the concentration of the control fluid may be selected with errors, readings with errors, etc.
In order to avoid the condition of human misoperation as much as possible, the application determines the concentration of the selected quality control liquid through the quality control liquid registration submodule and determines the reasonable range of the corresponding blood sugar value; the reading detection sub-module reads the reading on the blood glucose meter which is detected, so as to avoid reading errors.
In some embodiments, the above method further comprises: the reminding module is used for reminding a user that the blood glucose test paper to be detected fails to detect and reminding the user to take out the standby blood glucose test paper from the quality control robot in response to the fact that the blood glucose test paper to be detected fails to detect; and the data uploading module uploads the detection result to the control center.
Step S105: and the data uploading module is used for uploading a detection result to the control center in response to the fact that the blood glucose test paper to be detected passes detection.
In some embodiments, the quality control robot may return to the original location after ending the present operation and continue the operation the next time the quality detection command is received.
In some embodiments, the initial place is provided with a charging pile, and the quality control robot may be charged so that the quality control robot may be maintained in an optimal state.
In some embodiments, maintenance personnel may be dispatched to the initial location at a predetermined point in time to perform maintenance and servicing of the quality control robot.
Referring to fig. 2, a quality control method of one or more embodiments of the present application is applied to a control center of a quality control system, and includes the steps of:
step S201: receiving a blood glucose value measured by at least one blood glucose meter; the blood glucose level corresponds to the blood glucose meter and the subject.
Any of the above blood glucose values corresponds to one blood glucose meter and one subject. One blood glucose meter corresponds to a plurality of blood glucose values, and one subject also corresponds to a plurality of blood glucose values.
Step S202: and obtaining the deviation value of each glucometer through a preset algorithm according to the blood glucose value.
In some embodiments, the obtaining the deviation value of each glucometer according to the blood glucose value through a preset algorithm includes: in response to determining that the floating value of the blood glucose level measured by the same subject with the same blood glucose meter at the same time period is greater than a preset value, assigning a weight value to the blood glucose meter; in response to determining that the deviation value of the blood glucose values measured by the same person under test by using different blood glucose meters in the same period is greater than a preset value, assigning a weight value to the blood glucose meter with the largest deviation of the blood glucose values; and determining the sum of all weight values of any glucometer as the deviation value of the glucometer.
It is generally recognized that if there is a serious deviation in blood glucose levels detected by different blood glucose meters for the same patient during the same period of the day, it is recognized that at least one of the blood glucose meters may be malfunctioning. For example, eight a.m. on the same day, a serious deviation in blood glucose levels measured by two blood glucose meters for the same patient may be considered a problem with one of the blood glucose meters. If one of the blood glucose values measured by a plurality of blood glucose meters of the same patient has a serious deviation from the other blood glucose values at eight morning points on the same day, the blood glucose meter corresponding to the value having the serious deviation is considered to have a problem.
If there is a serious deviation in the blood glucose level detected by the same blood glucose meter for the same period of time of the day for the same patient, it is considered that the blood glucose meter may be malfunctioning. For example, the same patient performs blood glucose level measurement by the same blood glucose meter every day, however, when there is a serious deviation between the blood glucose level measured on one day and the blood glucose level measured on the previous day, it is considered that the blood glucose meter may have a deviation.
If there is a serious deviation in the blood glucose level measured by the same glucose meter at different times of the day for the same patient, the glucose meter may be considered to be faulty. For example, if there is a serious deviation between the postprandial blood glucose level measured in the morning and the postprandial blood glucose level measured in the afternoon in the same patient, the blood glucose meter may be considered to be faulty.
In one embodiment of the application, a newly admitted patient needs to be tested 8 times a day for blood glucose. Wherein, the minimum range of blood glucose values is 0.8 and the maximum range of blood glucose values is 33.6, and 8 blood glucose meters are used at the same time.
In the present embodiment, different weight values are set for different cases. Case 1: the blood glucose value deviation value obtained by the same patient through the same blood glucose meter in the same period of each day is greater than 4, and then the weight is distributed to 4-8; case 2: the frequency of the blood glucose value deviation value which is obtained by the same patient through the same blood glucose meter in the same period of each day in a week and is greater than 4 is greater than a preset value, and then the weights are distributed to be 2-6; case 3: the blood glucose value deviation value obtained by the same patient through different blood glucose meters in the same period is greater than 10, and the weight is distributed to 4-8; case 4: if the blood glucose level obtained by any blood glucose meter of the patient has a serious deviation, a weight 20 is assigned.
In this embodiment, when the accumulated weight value is greater than 20, the control center issues a detection instruction to the quality control robot.
Step S203: and in response to determining that the deviation value of any glucometer is larger than the preset deviation value, determining that the glucometer is the glucometer to be detected and issuing a detection instruction to the quality control robot.
Hereinafter, the quality control method provided by the present application will be described in detail with one embodiment of the present application.
In this embodiment, the method is applied to a quality control system including a quality control robot and a control center.
Firstly, a supervisory person can send a detection instruction to the quality control robot through a control center so that the quality control robot can work at a preset place from a preset time. The supervisory personnel can be supervisory personnel of the article to be detected using party, and can also be supervisory personnel of a supervisory unit. And the control center simultaneously sends a short message to a responsible person and a person on duty of a department to which the preset place belongs according to the instruction so as to assist related persons in detection. In the step, the control center can also judge and issue a detection instruction to the quality control robot to be detected according to the collected blood sugar values.
Then, the quality control robot arrives at a preset place at a preset time to remind and supervise the user to perform the detection operation. The preset time may be off-peak hours such as night or early morning.
After reaching a preset place, the quality control robot firstly reminds a user to start detection. And sending alarm information to the control center in response to the user not determining to start detection within the specified time. The control center can choose to stop detection, recall the quality control robot or contact the user to continue detection according to the actual situation. Different treatment modes are all within the protection scope of the application.
In response to a user determining to begin detection, the user is alerted to the operational step. In this embodiment, the user is reminded of the model number and batch number of the article to be detected by means of voice reminding and video playing.
The user can utilize the preset interface of the quality control robot to connect the to-be-detected glucometer with the quality control robot, and then monitor the to-be-detected glucometer and the to-be-detected glucotest paper at one time. The detection process is as described above and will not be described in detail herein.
And responding to the passing detection of the object to be detected, and sending the detection result to a control center and returning to the initial position by the quality control robot.
And in response to detecting that the article fails detection, the quality control robot sends a detection result to the control center. And the control center analyzes the failed reasons according to the detection result, and then sends the analysis result and a quality management instruction to the quality control robot. The quality control robot can play the analysis result according to the quality management instruction and guide the user to take the standby blood glucose test paper preset in the quality control robot placing bin for use.
The method provided by the application limits the selection of the blood glucose meter and the quality control liquid for detection, reduces the manual participation and avoids the result error caused by manual misoperation. Meanwhile, the operation flow is thoroughly explained through modes of voice reminding, video playing and the like, so that the possibility of manual errors is greatly reduced.
In addition, the method provided by the application analyzes the failed reasons through the control center, so that the analysis process is intelligent, and the analysis efficiency is improved.
Most importantly, the method provided by the application can standardize and intellectualize the detection flow, and greatly improves the supervision quality.
It should be noted that, the method of the embodiment of the present application may be performed by a single device, for example, a computer or a server. The method of the embodiment can also be applied to a distributed scene, and is completed by mutually matching a plurality of devices. In the case of such a distributed scenario, one of the devices may perform only one or more steps of the method of an embodiment of the present application, the devices interacting with each other to accomplish the method.
It should be noted that the foregoing describes some embodiments of the present application. Other embodiments are within the scope of the following claims. In some cases, the actions or steps recited in the claims may be performed in a different order than in the embodiments described above and still achieve desirable results. In addition, the processes depicted in the accompanying figures do not necessarily require the particular order shown, or sequential order, to achieve desirable results. In some embodiments, multitasking and parallel processing are also possible or may be advantageous.
Based on the same inventive concept, the application also provides a quality control system corresponding to the method of any embodiment.
Referring to fig. 3, the above-described quality control system includes a quality control robot 11; the quality control robot 11 includes a receiving module 111, a navigation module 112, a glucometer detection module 113, a blood glucose test paper detection module 114, and a data uploading module 115;
the receiving module 111 is configured to receive a detection instruction issued by the control center; the detection instruction comprises detection time, detection place, glucometer to be detected and blood glucose test paper to be detected;
the navigation module 112 is configured to navigate the quality control robot to a detection location at a detection time;
the blood glucose meter detection module 113 is configured to detect whether the blood glucose meter to be detected is detected by the blood glucose meter; the blood glucose meter detection comprises temperature detection and voltage detection;
the blood glucose test strip detection module 114 is configured to detect whether the blood glucose test strip to be detected is detected by the blood glucose test strip in response to determining that the blood glucose meter to be detected is detected by the blood glucose meter;
the data uploading module 115 is configured to upload a detection result to the control center in response to determining that the blood glucose test paper to be detected passes detection.
For convenience of description, the above devices are described as being functionally divided into various modules, respectively. Of course, the functions of each module may be implemented in the same piece or pieces of software and/or hardware when implementing the present application.
The device of the foregoing embodiment is configured to implement the corresponding quality control method in any of the foregoing embodiments, and has the beneficial effects of the corresponding method embodiment, which is not described herein.
Based on the same inventive concept, the application also provides an electronic device corresponding to the method of any embodiment, which comprises a memory, a processor and a computer program stored on the memory and capable of running on the processor, wherein the processor realizes the quality control method of any embodiment when executing the program.
Fig. 4 shows a more specific hardware architecture of an electronic device according to this embodiment, where the device may include: a processor 1010, a memory 1020, an input/output interface 1030, a communication interface 1040, and a bus 1050. Wherein processor 1010, memory 1020, input/output interface 1030, and communication interface 1040 implement communication connections therebetween within the device via a bus 1050.
The processor 1010 may be implemented by a general-purpose CPU (Central Processing Unit ), microprocessor, application specific integrated circuit (Application Specific Integrated Circuit, ASIC), or one or more integrated circuits, etc. for executing relevant programs to implement the technical solutions provided in the embodiments of the present disclosure.
The Memory 1020 may be implemented in the form of ROM (Read Only Memory), RAM (Random Access Memory ), static storage device, dynamic storage device, or the like. Memory 1020 may store an operating system and other application programs, and when the embodiments of the present specification are implemented in software or firmware, the associated program code is stored in memory 1020 and executed by processor 1010.
The input/output interface 1030 is used to connect with an input/output module for inputting and outputting information. The input/output module may be configured as a component in a device (not shown) or may be external to the device to provide corresponding functionality. Wherein the input devices may include a keyboard, mouse, touch screen, microphone, various types of sensors, etc., and the output devices may include a display, speaker, vibrator, indicator lights, etc.
Communication interface 1040 is used to connect communication modules (not shown) to enable communication interactions of the present device with other devices. The communication module may implement communication through a wired manner (such as USB, network cable, etc.), or may implement communication through a wireless manner (such as mobile network, WIFI, bluetooth, etc.).
Bus 1050 includes a path for transferring information between components of the device (e.g., processor 1010, memory 1020, input/output interface 1030, and communication interface 1040).
It should be noted that although the above-described device only shows processor 1010, memory 1020, input/output interface 1030, communication interface 1040, and bus 1050, in an implementation, the device may include other components necessary to achieve proper operation. Furthermore, it will be understood by those skilled in the art that the above-described apparatus may include only the components necessary to implement the embodiments of the present description, and not all the components shown in the drawings.
The electronic device of the foregoing embodiment is configured to implement the corresponding quality control method in any of the foregoing embodiments, and has the beneficial effects of the corresponding method embodiment, which is not described herein.
Those of ordinary skill in the art will appreciate that: the discussion of any of the embodiments above is merely exemplary and is not intended to suggest that the scope of the application (including the claims) is limited to these examples; the technical features of the above embodiments or in the different embodiments may also be combined within the idea of the application, the steps may be implemented in any order, and there are many other variations of the different aspects of the embodiments of the application as described above, which are not provided in detail for the sake of brevity.
Additionally, well-known power/ground connections to Integrated Circuit (IC) chips and other components may or may not be shown within the provided figures, in order to simplify the illustration and discussion, and so as not to obscure the embodiments of the present application. Furthermore, the devices may be shown in block diagram form in order to avoid obscuring the embodiments of the present application, and also in view of the fact that specifics with respect to implementation of such block diagram devices are highly dependent upon the platform within which the embodiments of the present application are to be implemented (i.e., such specifics should be well within purview of one skilled in the art). Where specific details (e.g., circuits) are set forth in order to describe example embodiments of the application, it should be apparent to one skilled in the art that embodiments of the application can be practiced without, or with variation of, these specific details. Accordingly, the description is to be regarded as illustrative in nature and not as restrictive.
While the application has been described in conjunction with specific embodiments thereof, many alternatives, modifications, and variations of those embodiments will be apparent to those skilled in the art in light of the foregoing description. For example, other memory architectures (e.g., dynamic RAM (DRAM)) may use the embodiments discussed.
The present embodiments are intended to embrace all such alternatives, modifications and variances which fall within the broad scope of the appended claims. Therefore, any omissions, modifications, equivalent substitutions, improvements, and the like, which are within the spirit and principles of the embodiments of the application, are intended to be included within the scope of the application.
Claims (10)
1. The quality control method is characterized by being applied to a quality control robot of a quality control system, wherein the quality control robot comprises a receiving module, a navigation module, a glucometer detection module, a blood glucose test paper detection module and a data uploading module;
the method comprises the following steps:
the receiving module receives a detection instruction issued by the control center; the detection instruction comprises detection time, detection place, a blood glucose meter to be detected and blood glucose test paper to be detected;
the navigation module is used for navigating the quality control robot to a detection place at detection time;
the blood glucose meter detection module detects whether the blood glucose meter to be detected passes through blood glucose meter detection; the blood glucose meter detection comprises temperature detection and voltage detection;
the blood glucose test paper detection module is used for detecting whether the blood glucose test paper to be detected passes through blood glucose test paper or not in response to determining that the blood glucose meter to be detected passes through blood glucose meter detection;
and the data uploading module is used for uploading a detection result to the control center in response to the fact that the blood glucose test paper to be detected passes detection.
2. The quality control method of claim 1, wherein the quality control robot further comprises a reminder module;
before detecting whether the blood glucose meter to be detected is detected by the blood glucose meter, the method further comprises:
the reminding module reminds the user of carrying out the detection of the blood glucose meter through voice.
3. The quality control method of claim 2, wherein the glucose meter detection module comprises a temperature detection sub-module and a voltage detection sub-module;
the detecting whether the glucometer to be detected passes through glucometer detection comprises:
the glucometer to be detected is connected with the quality control robot through a preset interface;
the temperature detection sub-module obtains a temperature value of the blood glucose meter to be detected, and determines that the blood glucose meter to be detected passes through the temperature detection in response to the temperature value being in a preset range;
the voltage detection sub-module obtains the voltage value of the battery of the glucometer to be detected, and determines that the glucometer to be detected passes through the voltage detection in response to the voltage value being in a preset range;
and the reminding module is used for reminding a user of carrying out the blood glucose test paper detection by voice in response to determining that the blood glucose meter to be detected passes through the temperature detection and the voltage detection.
4. The quality control method of claim 2, wherein the blood glucose test strip detection module comprises a quality control liquid registration sub-module and a reading detection sub-module;
the detecting whether the blood glucose test paper to be detected passes through the blood glucose test paper comprises the following steps:
the quality control liquid registration sub-module registers the quality control liquid according to the identification code of the quality control liquid bottle body and determines a target reading range corresponding to the quality control liquid;
the reminding module reminds a user to insert the blood glucose test paper to be detected, on which the quality control liquid is dripped, into the blood glucose meter to be detected;
the reading detection submodule identifies the reading displayed by the glucometer to be detected and determines whether the reading is within the target reading range;
and the reminding module is used for reminding a user that the blood glucose test paper to be detected passes detection in response to the fact that the reading is determined to be in the target reading range.
5. The quality control method according to claim 2, characterized in that the method further comprises:
the reminding module is used for reminding a user that the to-be-detected glucometer fails to detect and reminding the user to take out a standby glucometer and standby glucometer test paper from the quality control robot in response to the fact that the to-be-detected glucometer fails to detect;
and the data uploading module uploads the detection result to the control center.
6. The quality control method according to claim 2, characterized in that the method further comprises:
the reminding module is used for reminding a user that the blood glucose test paper to be detected fails to detect and reminding the user to take out the standby blood glucose test paper from the quality control robot in response to the fact that the blood glucose test paper to be detected fails to detect;
and the data uploading module uploads the detection result to the control center.
7. A quality control method for a control center of a quality control system, the method comprising:
receiving a blood glucose value measured by at least one blood glucose meter; the blood glucose value corresponds to the blood glucose meter and the tested person;
obtaining a deviation value of each glucometer through a preset algorithm according to the blood glucose value;
in response to determining that the deviation value of any one of the blood glucose meters is greater than the preset deviation value, determining that the blood glucose meter is the blood glucose meter to be detected and issuing a detection instruction to the quality control robot, so that the quality control robot processes according to the quality control method of any one of claims 1-6.
8. The quality control method according to claim 7, wherein the obtaining the deviation value of each glucose meter according to the blood glucose value through a preset algorithm comprises:
in response to determining that the floating value of the blood glucose level measured by the same subject with the same blood glucose meter at the same time period is greater than a preset value, assigning a weight value to the blood glucose meter;
in response to determining that the deviation value of the blood glucose values measured by the same person under test by using different blood glucose meters in the same period is greater than a preset value, assigning a weight value to the blood glucose meter with the largest deviation of the blood glucose values;
and determining the sum of all weight values of any glucometer as the deviation value of the glucometer.
9. A quality control system comprising a quality control robot; the quality control robot comprises a receiving module, a navigation module, a glucometer detection module, a blood sugar test paper detection module and a data uploading module;
the receiving module is configured to receive a detection instruction issued by the control center; the detection instruction comprises detection time, detection place, a blood glucose meter to be detected and blood glucose test paper to be detected;
the navigation module is configured to navigate the quality control robot to a detection place at a detection time;
the blood glucose meter detection module is configured to detect whether the blood glucose meter to be detected passes through blood glucose meter detection; the blood glucose meter detection comprises temperature detection and voltage detection;
the blood glucose test strip detection module is configured to detect whether the blood glucose test strip to be detected is detected by the blood glucose test strip or not in response to determining that the blood glucose meter to be detected is detected by the blood glucose meter;
and the data uploading module is configured to respond to the determination that the blood glucose test paper to be detected passes detection and upload a detection result to the control center.
10. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the method of any one of claims 1 to 8 when the program is executed by the processor.
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| JP2013183810A (en) * | 2012-03-06 | 2013-09-19 | Terumo Corp | Information processing system and device, control method for information processing device, computer program, and computer readable storage medium |
| CN108196058A (en) * | 2018-01-02 | 2018-06-22 | 深圳市双平泰医疗科技有限公司 | Blood glucose meter Quality Control detection method and system |
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