CN116433162A - Reagent consumable management method, device, electronic equipment and storage medium - Google Patents
Reagent consumable management method, device, electronic equipment and storage medium Download PDFInfo
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- 239000003153 chemical reaction reagent Substances 0.000 title claims abstract description 238
- 238000007726 management method Methods 0.000 title claims abstract description 45
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
- G06Q10/0875—Itemisation or classification of parts, supplies or services, e.g. bill of materials
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Abstract
The invention discloses a reagent consumable management method, a device, electronic equipment and a storage medium, wherein the method comprises the steps of obtaining the actual sample number of a sample to be detected and a target detection method aiming at the sample to be detected; determining the number of reference samples of the sample to be detected based on the number of actual samples, wherein the number of reference samples represents the number of reference samples required for detecting the sample to be detected; determining the required reagent consumable and the target number of reagent consumable when detecting the sample to be detected based on the actual sample number, the reference sample number and the reagent consumable package corresponding to the target detection method, wherein the reagent consumable package characterizes each sample to be detected and the required reagent consumable and the number of reagent consumable for each reference sample; and delivering the target number of reagent consumables to the inspector. The number of the reagent consumable materials is accurate.
Description
Technical Field
The invention relates to the technical field of chemical detection, in particular to a reagent consumable management method, a device, electronic equipment and a storage medium.
Background
Component detection refers to a process of qualitatively or quantitatively analyzing various components in a sample to be detected by a specific means, and covers aspects of our lives. For example, blood trace element detection, food additive and harmful substance detection, agricultural product pesticide residue detection, cosmetic lead and other heavy metal content detection, and environmental organic and inorganic pollutant detection. Chemical analysis is a common technical means for component detection, and in the chemical analysis process, a plurality of chemical reagents including nitric acid, perchloric acid, hydrogen peroxide, acetone and other dangerous chemical reagents and highly toxic chemicals which are easy to poison and explosion and are corrosive are used, and once the dangerous chemical is improperly regulated, safety accidents are easily caused.
At present, the phenomenon of ubiquitous reagent consumptive material rough management in a detection laboratory is detected, and due to the limitation of a supervision technology, a storehouse manager cannot accurately judge the quantity of the reagent consumptive material taken by a detection staff according with practical purposes, and the reagent consumptive material which is too much led out is in an unmanned supervision state, so that potential safety hazards can be caused, and the waste of the reagent consumptive material cost in the laboratory can be caused.
Disclosure of Invention
In view of the above, the implementation method of the present invention provides a reagent consumable management method, a reagent consumable management device, an electronic device and a computer readable storage medium, which can perform fine management on reagent consumables.
In one aspect, the invention provides a reagent consumable management method, which comprises the following steps:
acquiring detection task information, wherein the detection task information comprises the actual sample number of a sample to be detected and a target detection method aiming at the sample to be detected;
determining the number of reference samples of the sample to be detected based on the actual number of samples, wherein the number of reference samples represents the number of reference samples required for detecting the sample to be detected;
determining the target quantity of reagent consumables and reagent consumables required for detecting the sample to be detected based on the actual sample quantity, the reference sample quantity and the reagent consumables package corresponding to the target detection method, wherein the reagent consumables package characterizes the quantity of reagent consumables and reagent consumables required for each sample to be detected and each reference sample; a kind of electronic device with high-pressure air-conditioning system
And conveying the target quantity of reagent consumable materials to a detection personnel.
In some embodiments, the determining the reference sample number of the sample to be tested based on the actual sample number includes;
obtaining a reference sample requirement corresponding to the target detection method, wherein the reference sample requirement characterizes the relation between the actual sample number of the sample to be detected and the reference sample number;
determining the reference sample number based on the reference sample requirement and the actual sample number of the sample to be tested.
In some embodiments, the detection task information further includes a delegate number, the delegate number being used to characterize a task identity of the detection task;
after the target number of reagent consumables are delivered to the inspector, the method further comprises:
and correlating the number of the reagent consumables which are delivered out of the warehouse with the order number.
In some embodiments, the method is applied to a reagent storage device; the method further comprises the steps of:
inputting a target time period after the current time into a trained management model, and outputting the predicted quantity of reagent consumable materials required in the target time period by the management model;
acquiring the current quantity of reagent consumable parts currently existing in the reagent storage device;
and generating an early warning for representing the shortage of the reagent consumable when the difference between the predicted quantity and the current quantity of the reagent consumable is larger than a threshold value.
In some embodiments, the management model is derived based on the following method:
and training to obtain the management model based on the time points corresponding to each detection task which occurs in the history and the quantity of reagent consumables which are delivered out of the warehouse.
In some embodiments, the method is applied to a reagent storage device comprising an automated warehouse-out device; the delivering the target number of reagent consumables to the inspector comprises:
determining a target position of a reagent consumable to be delivered in the reagent storage device;
and controlling the automatic ex-warehouse device to acquire the target number of reagent consumable parts from the target position, and conveying the acquired reagent consumable parts to the detection personnel.
In some embodiments, prior to delivering the target quantity of reagent consumable to the inspector, the method further comprises:
determining whether the target number of reagent consumables are present in the reagent storage device;
if the reagent consumable is not available, a prompt for representing the shortage of the reagent consumable is generated, and the reagent consumable is stopped from being conveyed.
The invention also provides a reagent consumable management device, which comprises:
the data acquisition module is used for acquiring the actual sample number of the sample to be detected and a target detection method aiming at the sample to be detected;
the reference determining module is used for determining the number of reference samples of the sample to be detected based on the actual number of samples, and the number of reference samples represents the number of reference samples required for detecting the sample to be detected;
the reagent determining module is used for determining the target quantity of reagent consumable parts required by the detection of the sample to be detected based on the actual sample quantity, the reference sample quantity and the reagent consumable part package corresponding to the target detection method, wherein the reagent consumable part package represents the quantity of the reagent consumable parts required by each sample to be detected and each reference sample; a kind of electronic device with high-pressure air-conditioning system
And the reagent conveying module is used for conveying the target quantity of reagent consumables to the detection personnel.
In a further aspect the invention provides an electronic device comprising a processor and a memory for storing a computer program which, when executed by the processor, implements a method as described above.
In a further aspect the invention provides a computer readable storage medium for storing a computer program which, when executed by a processor, implements a method as described above.
In the technical solutions of some embodiments of the present application, based on the obtained actual sample number of the sample to be tested, the reference sample number of the sample to be tested is determined, based on the actual sample number of the sample to be tested, the reference sample number, and the reagent consumable package corresponding to the target detection method of the sample to be tested, the required reagent consumables and the target number of reagent consumables when the sample to be tested is detected are determined, and the target number of reagent consumables is conveyed to the detection personnel. Therefore, the reagent consumable materials can be led to correspond to the detection task requirements one by one, the special purpose of special objects is achieved, the reagent consumable materials can be led to be used immediately and quantitatively, and the fine management of the reagent consumable materials is achieved.
Drawings
The features and advantages of the present invention will be more clearly understood by reference to the accompanying drawings, which are illustrative and should not be construed as limiting the invention in any way, in which:
FIG. 1 shows a schematic view of a reagent storage device provided in one embodiment of the present application;
FIG. 2 illustrates a flow diagram of a reagent consumable management method provided by one embodiment of the present application;
FIG. 3 illustrates an application running apparatus based on a reagent consumable management apparatus provided in one embodiment of the present application;
fig. 4 shows a schematic diagram of an electronic device provided in an embodiment of the present application.
Detailed description of the preferred embodiments
For the purpose of making the objects, technical solutions and advantages of the present invention more apparent, the technical solutions in the present invention will be clearly and completely described below with reference to the accompanying drawings in the present invention, and it is apparent that the described embodiments are some embodiments of the present invention, not all embodiments of the present invention. All other embodiments, based on the embodiments of the invention, which are available to the person skilled in the art without any inventive effort, are within the scope of the invention.
The reagent consumable material refers to a reagent consumable material which is required to be used when detecting substances. For example, when detecting the lead content in the substance a, nitric acid and hydrogen peroxide may be needed, and the nitric acid and hydrogen peroxide may be referred to as reagent consumables needed for detection.
The reagent consumable management method provided by the application can be applied to a reagent storage device. Referring specifically to fig. 1, a schematic diagram of a reagent storage device 100 according to one embodiment of the present application is provided. In fig. 1, the reagent storage device 100 may include a human-computer interaction interface 11, a two-dimensional code scanning head 12, a reagent storage area 13, a shipment port 14, an automatic shipment device (not shown), and hardware resources (not shown), such as a CPU, a memory, a hard disk, etc., required to perform the reagent consumable management method.
The human-computer interaction interface 11 may include a touch display screen. The inspector can interact with the reagent storage device 100 through the man-machine interface 11. For example, in the process of executing the reagent consumable management method by the reagent storage device 100, a inspector may input information required for executing the reagent consumable management method through the man-machine interface 11, or view an output result after executing the reagent consumable management method through the man-machine interface 11. The two-dimensional code scanning head 12 may be used to scan a two-dimensional code. Based on the scanned two-dimensional code, the reagent storage device 100 may access a link address to which the two-dimensional code points, and acquire input information required to execute the reagent consumable management method from the link address.
The reagent storage area 13 may be used for storing reagent consumables. The automatic delivery device may be used to acquire target reagent consumables required by the inspector from the storage area 13 and deliver the acquired target reagent consumables to the inspector through the delivery port 14. In particular, the storage area 13 may be divided into a plurality of sub-areas, each for storing a class of reagent consumables, respectively. There may be a correspondence between the sub-regions and reagent consumable categories. Thus, the reagent storage device 100 can determine the target subarea in which the target reagent consumable is located based on the correspondence relationship, and can control the automatic delivery device to deliver the target reagent consumable from the target subarea to the inspector.
In some embodiments, the automated banking apparatus may also have a counting function. In short, the automatic delivery device can count the reagent consumables delivered to the inspector, so as to deliver the required number of reagent consumables to the inspector.
Referring to fig. 2, a flow chart of a reagent consumable management method according to an embodiment of the present application is shown based on the reagent storage device 100 shown in fig. 1. In fig. 2, the reagent consumable management method may include the steps of:
step S21, detection task information is acquired, wherein the detection task information comprises the actual sample number of the sample to be detected and a target detection method for the sample to be detected.
Specifically, the sample to be detected may be a sample obtained by sampling from the object to be detected. The sample to be tested may be one or more. In the case that the samples to be measured are multiple, the samples to be measured may be identical or may be different from each other. For example, when soil in the area a is detected, in order to ensure the comprehensiveness of the detection, the soil at different positions of the area a may be sampled. The soil sampled from each location can be used as a sample to be measured. Thus, a plurality of samples to be tested can be obtained. The multiple samples to be tested firstly have differences in sampling positions, and secondly, due to the differences in sampling positions, components or component contents among the samples to be tested can be different. For another example, at the same position of the area a, a plurality of samples to be tested can be sampled at the same time for detection of different purposes, and then the samples to be tested can be regarded as the same.
In this embodiment, the sample to be tested may be provided to the testing facility by the customer requesting the testing of the sample. The client side can be an organization such as a scientific research institution. For example, the scientific research institution A starts an environmental repair technology research work, and in different stages of repair technology verification, corresponding samples to be tested can be submitted to the detection institution, and the detection institution carries out quantitative detection on components, so that data support is provided for the technical result judgment of the scientific research institution.
The detection mechanism may provide a customer-oriented business system. In a business system, clients may conduct submission of detection tasks. The detection task has detection task information, and the detection task information at least can comprise related information such as a commission number, the actual sample number of the sample to be detected, a target detection method aiming at the sample to be detected and the like. Wherein:
the order number may be a task identifier of the detection task, and the order numbers of different detection tasks are different. The order number may be automatically generated by the business system. The order number may also contain customer identities of the customer parties, the customer identities of different customer parties being different. In this way, different clients can be determined based on the order number.
The actual sample number may refer to the number of samples to be tested that the customer provides to the detection mechanism.
The detection method can also be called a detection standard, such as national standard GB/T35828-2018, industry standard HJ 805-2016 and the like. Different detection methods may be used for different detection purposes. For example, based on the GB/T35828-2018 detection method, the content detection of heavy metals such as lead in cosmetics can be performed; based on the HJ 805-2016 detection method, organic matters such as polycyclic aromatic hydrocarbon in soil and sediment can be detected.
For each detection task, a corresponding two-dimensional code may be generated separately. Each two-dimensional code points to an information storage position of the corresponding detection task. For example, detection task information of a detection task A is stored in a storage position A, and a two-dimensional code corresponding to the detection task A points to the storage position A; the detection task information of the detection task B is stored in a storage position B, and the two-dimensional code corresponding to the detection task B points to the storage position B. Therefore, the information of the task sheet A can be accessed by scanning and detecting the two-dimensional code of the task sheet A, and the information of the task sheet B can be accessed by scanning the two-dimensional code of the task sheet B.
The two-dimensional code corresponding to each detection task can be printed in the task delivery list. The task delivery sheet may be paper or may be presented in the form of a web page. Thus, when executing the detection task, the detection personnel can hold the paper task delivery list of the detection task or open the task delivery list displayed in the form of a web page through mobile equipment such as a mobile phone, so that the reagent storage device 100 can scan the two-dimension code in the task delivery list through the two-dimension code scanning head 12, and acquire the detection task information of the detection task from the storage position pointed by the two-dimension code, for example: order number, actual sample number of the sample to be measured, target detection method for the sample to be measured, and the like.
It is understood that the acquisition mode of the detection task information may include, but is not limited to, the two-dimensional code method described above. For example, in other embodiments, the inspector may pre-obtain the order number of the inspection task. When the detection task needs to be executed, a detection personnel can input a order number in the man-machine interaction interface 11 of the reagent storage device 100, so that the reagent storage device 100 can query other detection task information of the detection task from the service system based on the order number input by the detection personnel, for example: the actual sample number of the sample to be measured and the target detection method for the sample to be measured. The manner in which the reagent storage device 100 obtains the detection task information is not limited in this application.
Step S22, determining the number of reference samples of the sample to be detected based on the actual number of samples, wherein the number of reference samples represents the number of reference samples required for detecting the sample to be detected.
The reference sample may refer to a sample used in a contrast test that is additionally performed when the sample to be measured is tested according to the target test method. Reference samples include, but are not limited to, blank samples, labeled samples, and quality control samples. The reference sample may be provided without the client or may be obtained from a sample to be measured provided by the client. Based on the comparison detection result of the reference sample, whether the detection result of the sample to be detected is accurate or not can be judged, or detection errors can be eliminated. The following is illustrated by way of example.
The method is mainly used for detecting the lead content in the sample to be detected, and comprises the following detection processes in sequence: adding a sample to be detected into the reagent tube, adding nitric acid and hydrogen peroxide, and carrying out microwave digestion treatment. Then:
for blank samples, the detection process can be as follows: and (3) adding no sample to be tested, adding nitric acid and hydrogen peroxide into the reagent tube, and carrying out microwave digestion treatment. That is, a blank sample means that a sample to be measured is not added and then is detected using the same detection method as the sample to be measured. The detection of blank samples is mainly used for eliminating interference caused by uncleanness of test tubes or reagents.
For a labeled sample, the detection process can be as follows: adding a sample to be detected, adding nitric acid and hydrogen peroxide, adding a lead standard solution with known concentration, and carrying out microwave digestion. If the measured result of the labeled sample minus the measured result of the sample to be measured is equal to the concentration of the added lead standard solution, the detection process of the sample to be measured can be qualified without sample loss.
The quality control sample can also be called a standard sample, and refers to a sample with known component content. The quality control sample may be a substance of the same kind as the sample to be measured, but the component content of the quality control sample is known. For example, assume that the lead content of a known quality control sample is 5mg/kg. When the sample to be detected is detected, the lead content of the quality control sample is detected to be 5mg/kg according to the same detection method as the sample to be detected, so that the detection method for the sample to be detected can be accurate, namely the detection result for the sample to be detected is accurate.
It can be understood that in the detection process, besides the reagent consumable needs to be consumed by the sample to be detected provided by the client, the reagent consumable needs to be consumed by the reference sample, and the consumption of the reagent consumable is affected by the number of the reference samples.
Typically, for a reference sample, each assay has a respective quantitative requirement. For example, for detection method a, it requires a batch of 2 blank samples, 1 parallel sample and 1 labeled sample per 10 samples. In short, the detection samples are within 10, 2 blank sample detection, 1 parallel sample detection and 1 labeled sample detection are carried out; the detection samples are less than 20, 2 blank sample detection, 2 parallel sample detection and 2 labeled sample detection are carried out, and so on. However, for detection method B, it requires 1 blank sample for one sample, 1 parallel sample and 1 quality control sample for every 20 samples.
In view of this, reference sample requirements corresponding to the respective detection methods may be set in advance in the reagent storage device 100. Wherein the reference sample is required to characterize the relationship between the actual sample number of the sample to be measured and the reference sample number. Specifically, the relationship between the number of actual samples and the number of reference samples may be a correspondence relationship, for example, 1 blank sample for every 10 actual samples. Of course, the relationship between the actual sample number and the reference sample number may also include other relationships, such as the actual sample number may be an independent variable and the reference sample number may be an independent variable, such that the actual sample number and the reference sample number form a functional relationship. The present application is not limited to the specific form of the relationship between the actual sample number and the reference sample number.
In this way, the reagent storage device 100 may acquire the reference sample requirements corresponding to the target detection method based on the target detection method and the actual sample number of the sample to be detected obtained in step S21, and determine the reference sample number based on the reference sample requirements and the actual sample number of the sample to be detected. Thus, the reagent storage device 100 can automatically determine the number of reference samples, and the reagent consumables can be finely managed.
Step S23, determining the reagent consumable and the target number of the reagent consumable required for detecting the sample to be detected based on the actual sample number, the reference sample number and the reagent consumable package corresponding to the target detection method, wherein the reagent consumable package characterizes the number of the reagent consumable and the reagent consumable required for each sample to be detected and each reference sample.
It will be appreciated by those skilled in the art that the reagent consumables and the number of reagent consumables required are different for different detection methods. In this application, reagent consumable packages corresponding to the respective detection methods may be preset in the reagent storage device 100, so that the target number of reagent consumables and reagent consumables required for detecting the sample to be detected may be determined based on the target detection method acquired in step S21, the actual sample number of the sample to be detected, and the reference sample number acquired in step S22.
Specifically, the number of actual samples can be multiplied by the number of reagent consumables required by each sample to be measured in the reagent consumable package to obtain a first number of reagent consumables, and the number of reference samples can be multiplied by the number of reagent consumables required by each reference sample in the reagent consumable package to obtain a second number of reagent consumables. And adding the first number of reagent consumable materials and the second number of reagent consumable materials to obtain the target number of reagent consumable materials.
For example, assume that a client side submits 5 samples to be tested in a test task, and the target test method of the samples to be tested is test method a. The detection method A is used for detecting the lead content in a sample to be detected, 1 part of blank sample and 1 part of standard adding sample are needed for 5 parts of sample to be detected, 1 part of nitric acid and 1 part of hydrogen peroxide are needed for each part of blank sample, and 1 part of nitric acid, 1 part of hydrogen peroxide and 1 part of lead standard solution with the lead content of 5mg/L are needed for each part of standard adding sample. Thus, when detecting a sample to be detected, the required target number of reagent consumables are: 7 parts of nitric acid, 7 parts of hydrogen peroxide and 1 part of lead standard solution.
Step S24, delivering the target quantity of reagent consumable materials to a detection personnel.
Specifically, the reagent storage device 100 may determine a target position of reagent consumable parts to be discharged in the reagent storage device, control the automatic discharging device to acquire a target number of reagent consumable parts from the target position, and convey the acquired reagent consumable parts to a inspector. Here, the target location may be a target sub-region where the reagent consumable to be discharged is located, based on the related description about the reagent storage region 13 in fig. 1. When the automatic ex-warehouse device acquires reagent consumable parts from the target subarea, the automatic ex-warehouse device can execute a counting operation once every time one reagent consumable part is acquired, and the acquisition of the reagent consumable parts is stopped when the counting reaches the target quantity.
In some embodiments, to prevent the problem of insufficient reagent consumable amounts in the reagent storage device 100, it may also be determined whether a target number of reagent consumable amounts are present in the reagent storage device before delivering the target number of reagent consumable amounts to the inspector; if the reagent consumable is not available, a prompt for representing the shortage of the reagent consumable is generated, and the reagent consumable is stopped from being conveyed. Specifically, the reagent storage device 100 may record a change in the number of reagent consumables, for example, each sub-region storing a reagent consumable may be divided into each region position, and each region position is used for storing one reagent consumable. Meanwhile, each area position can be provided with a sensor, and when reagent consumables are stored in each area position and reagent consumables are not stored in each area position, sensing signals output by the sensors in the corresponding area positions are different. Thus, by counting the sensing signals output by the sensors in the sub-areas, the number of reagent consumables in the sub-areas can be determined. Before reagent consumable is conveyed to a detector, whether the number of the reagent consumable can meet the requirement is judged, and the situation that the number of the finally output reagent consumable is inaccurate and the test requirement cannot be met can be avoided.
In the technical solutions of some embodiments of the present application, based on the obtained actual sample number of the sample to be tested, the reference sample number of the sample to be tested is determined, based on the actual sample number of the sample to be tested, the reference sample number, and the reagent consumable package corresponding to the target detection method of the sample to be tested, the required reagent consumables and the target number of reagent consumables when the sample to be tested is detected are determined, and the target number of reagent consumables is conveyed to the detection personnel. Therefore, the reagent consumable materials can be led to correspond to the detection task requirements one by one, the special purpose of special objects is achieved, the reagent consumable materials can be led to be used immediately and quantitatively, and the fine management of the reagent consumable materials is achieved.
The following further describes the aspects of the present application.
In some embodiments, after the target number of reagent consumables are delivered to the inspector, the number of reagent consumables delivered and the number of reagent consumables can also be associated with the order number. In this way, cost accounting for each detection task is facilitated. Based on the above description, it can be known that, because each order number further includes the client identifier of the client, different clients can be distinguished based on the order number, so that the detection costs of different clients can be summarized and calculated.
In some embodiments, in order to prevent that the detection personnel from taking goods, the condition that reagent consumable is insufficient appears, can predict required reagent consumable and reagent consumable in a period of time in the future, and then can accomplish the stock in advance, the method of this application can also include:
inputting a target time period after the current time into a trained management model, and outputting the predicted quantity of reagent consumable materials required in the target time period by the management model;
acquiring a current number of reagent consumables currently existing in the reagent storage device 100;
and generating an early warning for representing the shortage of the reagent consumable under the condition that the difference between the predicted quantity and the current quantity of the reagent consumable is larger than a threshold value.
Specifically, the management model may output the predicted number of each reagent consumable required per day in units of days, and thus, the management model outputs the predicted number distribution of each reagent consumable in the target period. Of course, the management model may also output the total number of various reagent consumables required within the target time period. The present application does not limit the form in which the management model outputs the predicted amount. Like this, through predicting the quantity of reagent consumptive material, can learn various reagent consumptive materials in advance in future demand, and then can in time carry out the early warning suggestion when the quantity of reagent consumptive material is not enough to in time supplement reagent consumptive material, guarantee that the inspector can acquire the reagent consumptive material that satisfies the quantity requirement in real time.
In some embodiments, the management model may be trained based on the number of reagent consumables that are delivered at the time points corresponding to each of the detection tasks that occur historically. The time point of detecting the task may be a time when the task is submitted to the service system. The time point of the detection task may not include a year, for example, the time point corresponding to the detection task submitted in 2019 in 4 months and 3 days may be 4 months and 3 days.
Specifically, the time points corresponding to each detection task can be used as the input of the management model, and the number of reagent consumables coming out of the warehouse is used as the output of the management model to train the management model, so that the management model learns the reagent consumables and the number of reagent consumables required in each time period in one year. In this way, the number of consumables required in each time period in the future can be predicted by the management model.
Referring to fig. 3, an application running device based on a reagent consumable management device according to an embodiment of the present application is provided. The device comprises:
the data acquisition module is used for acquiring the actual sample number of the sample to be detected and a target detection method aiming at the sample to be detected;
the reference determining module is used for determining the number of reference samples of the sample to be detected based on the actual number of samples, and the number of reference samples represents the number of reference samples required for detecting the sample to be detected;
the reagent determining module is used for determining the target quantity of reagent consumable parts required by the detection of the sample to be detected based on the actual sample quantity, the reference sample quantity and the reagent consumable part package corresponding to the target detection method, wherein the reagent consumable part package represents the quantity of the reagent consumable parts required by each sample to be detected and each reference sample; a kind of electronic device with high-pressure air-conditioning system
And the reagent conveying module is used for conveying the target quantity of reagent consumables to the detection personnel.
Regarding the working principle and the beneficial effects of the above device, reference may be made to the description of the method corresponding to the device, which is not repeated here.
Referring to fig. 4, a schematic diagram of an electronic device according to an embodiment of the present application is provided. The electronic device comprises a processor and a memory for storing a computer program which, when executed by the processor, implements the method described above.
The processor may be a central processing unit (Central Processing Unit, CPU). The processor may also be any other general purpose processor, digital signal processor (Digital Signal Processor, DSP), application specific integrated circuit (Application Specific Integrated Circuit, ASIC), field programmable gate array (Field-Programmable Gate Array, FPGA) or other programmable logic device, discrete gate or transistor logic, discrete hardware components, or any combination thereof.
The memory, as a non-transitory computer readable storage medium, may be used to store non-transitory software programs, non-transitory computer-executable programs, and modules, such as program instructions/modules, corresponding to the methods in embodiments of the present invention. The processor executes various functional applications of the processor and data processing, i.e., implements the methods of the method embodiments described above, by running non-transitory software programs, instructions, and modules stored in memory.
The memory may include a memory program area and a memory data area, wherein the memory program area may store an operating system, at least one application program required for a function; the storage data area may store data created by the processor, etc. In addition, the memory may include high-speed random access memory, and may also include non-transitory memory, such as at least one magnetic disk storage device, flash memory device, or other non-transitory solid state storage device. In some implementations, the memory optionally includes memory remotely located relative to the processor, the remote memory being connectable to the processor through a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
One embodiment of the present application also provides a computer-readable storage medium for storing a computer program that, when executed by a processor, implements the above-described method.
Although the method of practicing the invention has been described in conjunction with the accompanying drawings, those skilled in the art can make various modifications and variations without departing from the spirit and scope of the invention, and such modifications and variations fall within the scope defined by the appended claims.
Claims (10)
1. A reagent consumable management method, the method comprising:
acquiring detection task information, wherein the detection task information comprises the actual sample number of a sample to be detected and a target detection method aiming at the sample to be detected;
determining the number of reference samples of the sample to be detected based on the actual number of samples, wherein the number of reference samples represents the number of reference samples required for detecting the sample to be detected;
determining the target quantity of reagent consumables and reagent consumables required for detecting the sample to be detected based on the actual sample quantity, the reference sample quantity and the reagent consumables package corresponding to the target detection method, wherein the reagent consumables package characterizes the quantity of reagent consumables and reagent consumables required for each sample to be detected and each reference sample; a kind of electronic device with high-pressure air-conditioning system
And conveying the target quantity of reagent consumable materials to a detection personnel.
2. The method of claim 1, wherein the determining the reference sample number for the sample to be tested based on the actual sample number comprises;
obtaining a reference sample requirement corresponding to the target detection method, wherein the reference sample requirement characterizes the relation between the actual sample number of the sample to be detected and the reference sample number;
determining the reference sample number based on the reference sample requirement and the actual sample number of the sample to be tested.
3. The method of claim 1, wherein the detection task information further comprises a delegate number, the delegate number being used to characterize a task identity of the detection task;
after the target number of reagent consumables are delivered to the inspector, the method further comprises:
and correlating the number of the reagent consumables which are delivered out of the warehouse with the order number.
4. The method of claim 1, wherein the method is applied to a reagent storage device; the method further comprises the steps of:
inputting a target time period after the current time into a trained management model, and outputting the predicted quantity of reagent consumable materials required in the target time period by the management model;
acquiring the current quantity of reagent consumable parts currently existing in the reagent storage device;
and generating an early warning for representing the shortage of the reagent consumable when the difference between the predicted quantity and the current quantity of the reagent consumable is larger than a threshold value.
5. The method of claim 4, wherein the management model is derived based on the method of:
and training to obtain the management model based on the time points corresponding to each detection task which occurs in the history and the quantity of reagent consumables which are delivered out of the warehouse.
6. The method of claim 1, wherein the method is applied to a reagent storage device comprising an automated warehouse-out device; the delivering the target number of reagent consumables to the inspector comprises:
determining a target position of a reagent consumable to be delivered in the reagent storage device;
and controlling the automatic ex-warehouse device to acquire the target number of reagent consumable parts from the target position, and conveying the acquired reagent consumable parts to the detection personnel.
7. The method of claim 6, wherein prior to delivering the target quantity of reagent consumable to the inspector, the method further comprises:
determining whether the target number of reagent consumables are present in the reagent storage device;
if the reagent consumable is not available, a prompt for representing the shortage of the reagent consumable is generated, and the reagent consumable is stopped from being conveyed.
8. A reagent consumable management device, the device comprising:
the data acquisition module is used for acquiring the actual sample number of the sample to be detected and a target detection method aiming at the sample to be detected;
the reference determining module is used for determining the number of reference samples of the sample to be detected based on the actual number of samples, and the number of reference samples represents the number of reference samples required for detecting the sample to be detected;
the reagent determining module is used for determining the target quantity of reagent consumable parts required by the detection of the sample to be detected based on the actual sample quantity, the reference sample quantity and the reagent consumable part package corresponding to the target detection method, wherein the reagent consumable part package represents the quantity of the reagent consumable parts required by each sample to be detected and each reference sample; a kind of electronic device with high-pressure air-conditioning system
And the reagent conveying module is used for conveying the target quantity of reagent consumables to the detection personnel.
9. A computer readable storage medium for storing a computer program which, when executed by a processor, implements the method of any one of claims 1 to 7.
10. An electronic device comprising a processor and a memory for storing a computer program which, when executed by the processor, implements the method of any of claims 1 to 7.
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