CN115714007A - Intelligent regulation and control method and system for storage parameters of medicines - Google Patents
Intelligent regulation and control method and system for storage parameters of medicines Download PDFInfo
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Abstract
The application discloses a method and a system for intelligently regulating and controlling storage parameters of medicines, which belong to the field of artificial intelligence, and the method comprises the following steps: acquiring drug input information of stored drugs; acquiring a stored medicine image through an image acquisition device to obtain a storage node acquisition image; evaluating the quality of the stored medicine, and generating taking grade information according to a quality evaluation result and the medicine input information; positioning the storage position of the stored medicine by combining the medicine information of the stored medicine, and placing the stored medicine based on the positioning result; evaluating the state of the stored medicine, generating a medicine state evaluation result, obtaining temperature and humidity control parameters, and further controlling the temperature control device and the humidity control device to adjust the placement parameters of the stored medicine. The technical problems that in the prior art, medicine storage quality is low and storage parameters cannot be intelligently adjusted are solved, and the technical effects that the parameters are placed based on adjustment of storage medicine state adaptability and medicine storage quality is improved are achieved.
Description
Technical Field
The application relates to the field of artificial intelligence, in particular to a method and a system for intelligently regulating and controlling storage parameters of medicines.
Background
All medicines used in a hospital are managed in a hospital drug library, and whether the medicine management is scientific and reasonable, which concerns the quality of medical service, and is closely related to the body health and life safety of patients, so that the medicine library management work in the hospital is well done, and the medicine library management method has very important significance for the long-term development of the hospital.
At present, in the process of managing medicines, the management is mainly performed on the inventory of a medicine warehouse, the storage of the medicines, the entering and exiting of the medicines and special medicines. The storage of medicine is different with the storage of general article, and the medicine is stored to the requirement of environmental condition higher, and different medicines are different according to its characteristic, and the storage condition is different, needs to store the adjustment according to the characteristic of medicine.
However, because the types and the quantities of the stored and managed medicines in the medicine library are numerous, the medicine managers cannot accurately store the medicines according to the storage requirements of the medicines, so that the storage quality of the medicines cannot be guaranteed, and the consequence that the quality of the medicines cannot meet the use requirements when the medicines are urgently needed is possibly caused, and the treatment opportunity is delayed. The technical problems that the medicine storage quality is low and the storage parameters cannot be intelligently adjusted exist in the prior art.
Disclosure of Invention
The application aims to provide a method and a system for intelligently regulating and controlling storage parameters of medicines, which are used for solving the technical problems that the storage quality of medicines is low and the storage parameters cannot be intelligently regulated in the prior art.
In view of the above problems, the present application provides an intelligent control method and system for storage parameters of a drug.
In a first aspect, the present application provides a method for intelligently regulating and controlling storage parameters of a drug, wherein the method is applied to a drug management system, the drug management system is in communication connection with an image acquisition device, a temperature control device and a humidity control device, and the method includes: acquiring drug input information of stored drugs; acquiring images of the stored medicines through the image acquisition device to obtain acquired images of storage nodes; acquiring images based on the storage nodes to evaluate the quality of the stored medicines, and generating taking grade information according to quality evaluation results and the medicine input information; reading medicine information of stored medicines, positioning storage positions of the stored medicines based on the medicine information and the taking grade information, and placing the stored medicines based on positioning results; collecting images and the drug input information through the storage nodes to evaluate the state of the stored drugs, and generating drug state evaluation results; and generating temperature and humidity control parameters based on the medicine state evaluation result, and controlling the temperature control device and the humidity control device to adjust the placement parameters of the stored medicines through the temperature and humidity control parameters.
On the other hand, this application still provides the intelligent regulation and control system of storage parameter of a medicine, wherein, the system includes: the input information acquisition module is used for acquiring medicine input information of stored medicines; the acquired image acquisition module is used for acquiring images of the stored medicines through an image acquisition device to obtain acquired images of the storage nodes; the grade information generation module is used for evaluating the quality of the stored medicines and generating taking grade information according to the quality evaluation result and the medicine input information; the storage position positioning module is used for reading medicine information of stored medicines, positioning the storage positions of the stored medicines based on the medicine information and the taking grade information, and placing the stored medicines based on positioning results; the drug state evaluation module is used for carrying out state evaluation on the stored drugs by collecting images and the drug input information through the storage nodes to generate drug state evaluation results; and the placement parameter adjusting module is used for generating temperature and humidity control parameters based on the medicine state evaluation result, and adjusting the placement parameters of the stored medicines by controlling the temperature control device and the humidity control device through the temperature and humidity control parameters.
One or more technical solutions provided in the present application have at least the following technical effects or advantages:
according to the method, the medicine input information for storing the medicines is obtained, then the time node for storing the stored medicines is obtained, the image acquisition device is used for acquiring the images for storing the medicines, the storage node acquisition images are obtained, the quality of the stored medicines is evaluated according to the stored medicine information reflected in the acquired images, the priority level of the medicines in the taking process is obtained by combining the medicine input information, then the storage positions for storing the medicines are positioned according to the medicine information of the stored medicines and the taking level, the stored medicines are placed on the basis of the positioning result, the states of the stored medicines are evaluated by acquiring the images and the medicine input information through the storage nodes, temperature and humidity control parameters are obtained according to the medicine state evaluation result, and further the temperature control device and the humidity control device are controlled according to the temperature and humidity control parameters to adjust the placing parameters of the stored medicines. Therefore, the technical effects of accurately adjusting the storage and placement parameters and improving the storage quality of the medicine are achieved.
Drawings
In order to more clearly illustrate the technical solutions in the present application or prior art, the drawings used in the embodiments or the description of the prior art will be briefly described below, it is obvious that the drawings in the description below are only exemplary, and for those skilled in the art, other drawings can be obtained according to the provided drawings without creative efforts.
Fig. 1 is a schematic flow chart of a method for intelligently regulating and controlling storage parameters of a drug according to an embodiment of the present application;
fig. 2 is a schematic flow chart illustrating updating of a real-time usage level of a stored drug in the method for intelligently regulating and controlling storage parameters of a drug according to the embodiment of the present application;
fig. 3 is a schematic flow chart illustrating an abnormality warning for a stored drug in the intelligent control method for storage parameters of a drug according to the embodiment of the present application;
FIG. 4 is a schematic structural diagram of an intelligent regulation and control system for storage parameters of a drug according to the present application;
description of reference numerals: the system comprises an input information acquisition module 11, an acquired image acquisition module 12, a grade information generation module 13, a storage position positioning module 14, a medicine state evaluation module 15 and a placement parameter adjustment module 16.
Detailed Description
By providing the intelligent regulation and control method and system for the storage parameters of the medicines, the technical problems that the storage parameters cannot be intelligently regulated due to low medicine storage quality in the prior art are solved, the storage parameters can be regulated based on the adaptability of the stored medicine state, and the technical effects of improving the medicine storage quality are achieved.
According to the technical scheme, the data acquisition, storage, use, processing and the like meet relevant regulations of national laws and regulations.
In the following, the technical solutions in the present application will be clearly and completely described with reference to the accompanying drawings, and it is to be understood that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments of the present application, and it is to be understood that the present application is not limited by the example embodiments described herein. All other embodiments, which can be derived by a person skilled in the art from the embodiments of the present application without making any creative effort, shall fall within the protection scope of the present application. It should be further noted that, for the convenience of description, only some but not all of the elements relevant to the present application are shown in the drawings.
Example one
As shown in fig. 1, the present application provides an intelligent regulating and controlling method for storage parameters of a drug, wherein the method is applied to a drug management system, the drug management system is in communication connection with an image acquisition device, a temperature control device and a humidity control device, and the method includes:
step S100: acquiring drug input information of stored drugs;
particularly, the existing medicine management mainly depends on manual management of medicine managers, so that the storage state of the medicines cannot be grasped in time, and the quality of the stored medicines cannot be guaranteed. Therefore, the storage parameter intelligent regulation and control method for the medicine is provided to perform adaptive regulation on the storage medicine placement parameters according to the storage state of the medicine, so that the storage quality of the stored medicine is guaranteed.
Specifically, the image acquisition device is a device for carrying out image acquisition on the appearance of a medicine, and comprises: video cameras, still cameras, scanners, etc. The temperature control device compares the current storage temperature of the medicine with a medicine storage set value by acquiring the current storage temperature, and then controls the temperature equipment to adjust the storage temperature, and comprises: thermometers, temperature controllers, etc. The humidity control device is a device for controlling the humidity of the stored medicine in the storage process. Basic data are provided for determining the type and storage conditions of the medicines based on the input information of the medicines subsequently by acquiring the basic information of the medicines stored in the storage space. Wherein the medicine input information is information indicating a basic condition of storing the medicine, and includes: trade name, common name, specification, manufacturer, functional indication, shelf life and the like.
Step S200: acquiring images of the stored medicines through the image acquisition device to obtain acquired images of storage nodes;
step S300: acquiring images based on the storage nodes to evaluate the quality of the stored medicines, and generating taking grade information according to quality evaluation results and the medicine input information;
further, as shown in fig. 2, step S300 in the embodiment of the present application further includes:
step S310: obtaining a drug evaluation period;
step S320: acquiring images of the stored medicines based on the medicine evaluation period to generate an evaluation image set;
step S330: performing real-time quality evaluation on the stored medicines through the evaluation image set to obtain a real-time quality evaluation result;
step S340: and updating the real-time taking grade of the stored medicine according to the real-time quality evaluation result.
Further, step S300 in the embodiment of the present application further includes:
step S350: setting a reference weight distribution value, wherein the reference weight distribution value is a constraint weight distribution value of the quality evaluation result and the medicine input information;
step S360: and performing taking grade evaluation integration on the quality evaluation result and the medicine input information through the reference weight distribution value, and obtaining the taking grade information based on an integration result.
Specifically, the image acquisition device acquires the image on the time node when the stored medicine is stored, and the quality of the stored medicine can be evaluated by evaluating the state of the stored medicine on the image, so that the access priority condition of the stored medicine when in use can be obtained.
Specifically, the drug evaluation period is a time interval for checking the drug state set according to the property of the drug, and optionally, the evaluation period may be one week, one month, half a year, or the like. And acquiring images of the stored medicines according to the medicine evaluation period. The evaluation image set is an image set for evaluating the quality of a medicine of a stored medicine, and reflects the state of the medicine in each evaluation cycle. And evaluating the color and the shape of the medicine according to the state of the medicine in the evaluation image set, thereby obtaining the real-time quality evaluation result. The quality state of the stored medicines can be obtained according to the quality evaluation result, the quality of the medicines is gradually reduced due to the storage state, manual operation and the like in the storage process, and then the taking sequence of the medicines can be determined according to the quality evaluation result in real time, so that the real-time taking grade of the medicines is obtained. Preferably, when the real-time taking grade of the stored medicine is determined according to the real-time quality evaluation result, the taking grade is determined according to a rule that the real-time taking grade is high for the medicine with a low real-time quality evaluation result. Therefore, on the premise that the quality of the medicine meets the use requirement, the medicine with poor quality can be preferentially used as much as possible, and the medicine effect loss or the medicine deterioration is avoided, so that the utilization rate of the medicine is improved, and the maximum economic benefit is realized.
For example, when the medicine is traditional Chinese medicine decoction pieces, the stored traditional Chinese medicine decoction pieces are regularly checked according to different seasons, in summer, the quality of the traditional Chinese medicine decoction pieces is checked by taking a month as an evaluation period and taking a week as an evaluation period for key maintenance varieties such as easy worm damage and mildew. And taking half a year as an evaluation period throughout the year, and carrying out comprehensive quality inspection on the traditional Chinese medicine decoction pieces. The quality condition of the traditional Chinese medicine decoction pieces in each evaluation period is obtained by carrying out image acquisition on the appearance of the traditional Chinese medicine decoction pieces and evaluating the conditions of worm eating, mildew, oil bleeding and the like of the traditional Chinese medicine decoction pieces reflected in the image. After the quality condition of the traditional Chinese medicine decoction pieces is obtained, the traditional Chinese medicine decoction pieces with poor quality can be used as soon as possible, so that the situation that the traditional Chinese medicine decoction pieces are damaged by worms is prevented from deepening, and the traditional Chinese medicine decoction pieces cannot be used.
Specifically, after the storage node acquired image is obtained, the quality of the stored medicine is judged based on the conditions of completeness of color, shape, surface and the like of the stored medicine reflected in the image, and the quality evaluation result is obtained. After obtaining the quality evaluation result, which is a result of evaluating the medicine from the quality point of view, the taking grade of the medicine can also be evaluated from the point of view of medicine input information. In the process of taking the medicine, the taking condition of the medicine can be evaluated by obtaining the production date and the quality guarantee period of the medicine from the medicine input information and according to the rule that the medicine with the short quality guarantee period is used first before the production date. And determining the contribution values of the quality evaluation result and the medicine input information in the taking grade evaluation of the medicine by setting a reference weight distribution value. Preferably, the reference weight assignment value may be determined by searching for the influence of the quality evaluation result and the drug input information on the drug access order based on big data. And further, carrying out weighted calculation on real-time taking grade information obtained according to the quality evaluation result and taking grade information obtained according to the medicine input information according to the reference weight distribution value, so as to obtain the taking grade information. The technical effects of improving the utilization rate of the medicine and reducing the cost are achieved.
Further, as shown in fig. 3, step S330 in this embodiment of the present application further includes:
step S331: setting an expected quality evaluation threshold value;
step S332: judging whether a result which does not meet the expected quality evaluation threshold exists in the real-time quality evaluation result;
step S333: when the real-time quality evaluation result has a result which does not meet the expected quality evaluation threshold, generating a quality early warning instruction;
step S334: and carrying out abnormity early warning on the stored medicine according to the quality early warning instruction.
Further, step S334 in this embodiment of the present application further includes:
step S3341: judging whether the abnormal early warning medicine is taken within a preset time limit or not;
step S3342: when the abnormal early warning medicine is not taken within a preset time limit, generating a medicine separate isolation instruction;
step S3343: and carrying out independent isolation storage on the abnormal early warning medicines through the independent medicine isolation instruction.
Specifically, the expected quality evaluation threshold is a quality evaluation value determined according to the property of the medicine, and when the expected quality rating threshold is within the range, the quality of the medicine is within the range that can be normally used, and when the expected quality rating threshold is not within the range, the quality of the medicine is still within the usable range, but is close to the shelf life, and if the medicine is not used, the medicine will be out of date. And when judging that the real-time quality evaluation result has a result which does not meet the expected quality evaluation threshold value, obtaining the quality early warning instruction, wherein the quality early warning instruction is used for sending a command that the stored medicine is abnormal. Furthermore, the stored medicine is subjected to abnormity early warning to remind that the medicine needs to be used as soon as possible.
And after the quality early warning instruction is obtained, long-term tracking is carried out on the abnormal early warning medicine, and whether the abnormal early warning medicine is taken within a preset period is judged by setting a preset period, so that the medicine placement is processed. Wherein the predetermined period is a final period from the shelf life, and is set by a worker, without limitation. And changing the storage position of the medicine by judging whether the abnormal early warning medicine is taken within a preset time limit. The drug isolation instructions to isolate drugs are obtained when the exception warning drugs are not taken within a predetermined time frame. And then, carrying out independent isolation storage on the abnormal early warning medicine according to the independent medicine isolation instruction.
For example, when the number of the miscellaneous spots of the traditional Chinese medicine decoction pieces exceeds the number of the miscellaneous spots of the normally used traditional Chinese medicine decoction pieces, a manager of the traditional Chinese medicine decoction pieces needs to give an early warning to inform that the traditional Chinese medicine decoction pieces need to be used as soon as possible, otherwise, the number of the miscellaneous spots is increased along with the increase of the storage time, and the drug effect of the traditional Chinese medicine decoction pieces is lost and the traditional Chinese medicine decoction pieces cannot be used continuously when not used. After the inspection time set after the early warning of the traditional Chinese medicine decoction pieces is exceeded, whether the traditional Chinese medicine decoction pieces are used or not is checked, if the traditional Chinese medicine decoction pieces are not used, the traditional Chinese medicine decoction pieces are separated from the traditional Chinese medicine decoction pieces of the same type and are stored separately, and a reminding mark can be set to remind a manager to use the traditional Chinese medicine decoction pieces as soon as possible.
Step S400: reading medicine information of stored medicines, positioning storage positions of the stored medicines based on the medicine information and the taking grade information, and placing the stored medicines based on positioning results;
specifically, by obtaining the medicine information of the stored medicine, the information such as the medicine type and the storage requirement can be obtained from the medicine information, and the storage position of the stored medicine in the storage library can be obtained by combining the taking grade information which can reflect the taking sequence condition of the medicine and then placing the stored medicine at the position of the same medicine type. The higher the access rating, the more advanced the medication is accessed and the more advanced the location is when stored. Through fixing a position the storage position to the medicine, can guarantee that the position of placing of medicine accords with the requirement of medicine storage storehouse, and then can guarantee according to the grade of taking of medicine, the priority uses the medicine that the grade is high of taking, even avoid appearing obtaining the grade of taking of medicine, nevertheless because staff's negligence results in taking the medicine that the grade is high, the condition that is not used. The aim of storing and positioning the medicines is achieved.
Step S500: collecting images and the drug input information through the storage nodes to evaluate the state of the stored drugs, and generating drug state evaluation results;
step S600: and generating temperature and humidity control parameters based on the medicine state evaluation result, and controlling the temperature control device and the humidity control device to adjust the placement parameters of the stored medicines through the temperature and humidity control parameters.
Further, step S600 in the embodiment of the present application further includes:
step S610: acquiring a temperature and humidity control parameter set of the stored medicine;
step S620: performing parameter similarity matching of the temperature and humidity control parameter set through the temperature and humidity control parameters to obtain matching similarity control parameters;
step S630: judging whether the temperature and humidity control parameters and the matching similarity control parameters are within a preset grading constraint range;
step S640: and when the temperature and humidity control parameters and the matching similarity control parameters are within the preset hierarchical constraint range, communicating the stored medicine with the medicine space corresponding to the matching similarity control parameters, and controlling the temperature and humidity of the communicated space through the matching similarity control parameters.
Further, step S600 in the embodiment of the present application further includes:
step S650: when the temperature and humidity control parameters and the matching similarity control parameters are not in the preset grading constraint range, estimating the storage state of the stored medicine under the temperature and humidity control parameters;
step S660: matching temperature and humidity adjustment control parameters according to the storage state estimation result;
step S670: and when the temperature and humidity adjustment control parameter and the matching similarity control parameter are within the preset hierarchical constraint range, communicating the stored medicine with the medicine space corresponding to the matching similarity control parameter, and controlling the temperature and humidity of the communicated space through the matching similarity control parameter.
Specifically, after the medicine is stored and an evaluation period is obtained, the storage node determined based on the evaluation period collects images of the medicine, and the current medicine state is evaluated according to the medicine quality condition reflected in the collected images of the storage node and the medicine property information reflected in the medicine input information. Preferably, the water content of the medicine is evaluated, the state of the medicine is judged according to the gloss and shape characteristics of the medicine reflected in the image, and the storage requirements of the medicine in the medicine input information are met, such as: and obtaining the evaluation result of the state of the medicine according to the evaluation result of the state of the medicine, such as storage temperature, storage humidity, whether to carry out dark storage and the like, and further obtaining the temperature and humidity condition of the medicine according to the evaluation result of the state of the medicine. And then the temperature and the humidity suitable for storing the medicines are obtained according to the temperature and humidity conditions of the medicines, and temperature and humidity control parameters capable of adjusting the temperature and the humidity of the storage space to the temperature and the humidity suitable for storing the medicines are obtained. According to the numerical values of the temperature and the humidity, the temperature is divided into four grades, illustratively, the temperature grade lower than 8 ℃ is divided into A grade, 8-15 ℃ is B grade, 15-25 ℃ is C grade, and 25-40 ℃ is D grade. The humidity is divided into three levels, for example, the humidity level of 45% -60% is divided into one level, the humidity level of 60% -75% is divided into two levels, and the humidity level higher than 75% is divided into three levels.
Specifically, the temperature and humidity control parameter set of the stored medicines is obtained by summarizing temperature and humidity control parameters for controlling the temperature and humidity of the stored medicines. Similarity matching is carried out on the temperature and humidity control parameters and the parameters in the temperature and humidity control parameter set to obtain the similarity degree of the parameters, and the parameter with the highest similarity degree is used as the matching similarity control parameter. And then, judging whether the temperature and humidity range which can be controlled by the matching similarity control parameter and the temperature and humidity range controlled by the temperature and humidity control parameter are within a preset grading constraint range. The preset grading constraint range is a temperature and humidity grade which can be adjusted by preset temperature and humidity control parameters, and optionally, the temperature control parameters can control the temperature adjustment of 2 temperature grades.
Specifically, when the preset hierarchical constraint range is within, it is indicated that the storage requirement of the stored medicine can be met by matching the medicine space of the similarity control parameter for temperature and humidity control, and therefore, the stored medicine can be adaptively stored by communicating the stored medicine with the corresponding medicine space. Therefore, the technical effects of improving the utilization efficiency of the whole storage and reducing the storage cost are achieved. When the temperature and humidity control parameters are not within the preset grading constraint range, the temperature grade and the humidity grade controlled by the temperature and humidity control parameters obtained based on the current state of the stored medicine are different from the matching similarity control parameters, and therefore, the medicine space cannot be directly communicated. The storage state of the medicine in a proper temperature and humidity environment needs to be estimated in advance, the temperature and humidity control parameters are adjusted to obtain corresponding temperature and humidity adjustment control parameters, and when the preset hierarchical constraint range is reached, the temperature and the humidity in the medicine space are indicated to meet the storage requirement of the stored medicine, so that the temperature and the humidity of the communicated space can be controlled by matching the similarity control parameters.
Illustratively, in the process of storing clarithromycin gel, temperature and humidity control parameters are obtained based on the state of a medicine, and the temperature and humidity environment of the clarithromycin gel is adjusted through the temperature and humidity control parameters, wherein the storage temperature of the clarithromycin gel is 20 ℃ and the storage humidity is 50%, the corresponding temperature level is a C level, and the humidity level is a first level. And performing parameter matching in a temperature and humidity control parameter set of the stored medicine according to the temperature and humidity control parameters to obtain a matching similarity control parameter with the highest parameter similarity, and further judging whether the temperature grade and the humidity grade which can be regulated and controlled by the matching similarity control parameter are the same as the temperature grade and the humidity grade corresponding to the temperature and humidity control parameter. If the temperature grade matched with the similarity control parameter is grade A, even if the control parameter is similar to the temperature and humidity control parameter, the temperature grade controlled by the temperature and humidity control parameter is grade C, so that the temperature and humidity control parameter and the temperature and humidity control parameter are not in the preset grading constraint range. And then obtaining temperature and humidity adjustment control parameters according to the estimated storage quality of the clarithromycin gel in a temperature and humidity environment regulated by the temperature and humidity control parameters, adjusting the current temperature and humidity control parameters, communicating the storage space of the clarithromycin gel with a medicine space corresponding to the matching similarity if the temperature and humidity control parameters and the matching similarity control parameters meet the condition that the temperature grade and the humidity grade are the same, and storing the clarithromycin gel.
In summary, the intelligent regulation and control method for storage parameters of drugs provided by the present application has the following technical effects:
1. according to the method and the device, the medicine input information is stored according to the stored medicines, the state of the medicines is subjected to image acquisition during storage, the quality condition of the stored medicines is evaluated according to the image, then the taking condition of the stored medicines is analyzed according to the evaluation result and the medicine input information, the taking grade information is obtained, the medicines with poor quality can be guaranteed to be used in time, then the storage position of the stored medicines is located according to the information of the stored medicines and the taking grade information, the stored medicines are stored according to the locating result, then the state of the stored medicines is evaluated by collecting the image and the medicine input information according to the storage nodes, the temperature and humidity control parameters are obtained, and the placing parameters of the stored medicines are adjusted through the temperature and humidity control parameter control temperature control device and the humidity control device. Therefore, the technical effects of intelligently adjusting the storage parameters according to the state of the medicine and improving the storage quality of the medicine are achieved.
2. According to the method and the device, the stored medicines are periodically checked by obtaining the evaluation period of the stored medicines, the real-time quality evaluation of the medicines is obtained according to the medicine states reflected in the images, the real-time quality evaluation result is obtained, then the real-time taking grades of the stored medicines are updated according to the real-time quality evaluation result, the purposes that the taking sequence of the medicines is adjusted according to the real-time medicine storage state, and the medicine utilization rate is improved are achieved.
Example two
Based on the same inventive concept as the method for intelligently regulating and controlling the storage parameters of the medicine in the foregoing embodiment, as shown in fig. 4, the present application further provides a system for intelligently regulating and controlling the storage parameters of the medicine, wherein the system includes:
an input information acquisition module 11, wherein the input information acquisition module 11 is used for acquiring medicine input information of stored medicines;
the acquired image acquisition module 12 is used for acquiring images of the stored medicines through an image acquisition device to obtain acquired images of the storage nodes;
a grade information generating module 13, wherein the grade information generating module 13 is used for evaluating the quality of the stored medicine and generating taking grade information according to the quality evaluation result and the medicine input information;
the storage position positioning module 14 is configured to read medicine information of a stored medicine, perform storage position positioning on the stored medicine based on the medicine information and the taking grade information, and place the stored medicine based on a positioning result;
the drug state evaluation module 15 is configured to perform state evaluation on the stored drugs by collecting images and the drug input information through the storage nodes, and generate a drug state evaluation result;
the medicine state evaluation module 16, the placement parameter adjustment module 16 is configured to generate temperature and humidity control parameters based on the medicine state evaluation result, and adjust the placement parameters of the stored medicine by controlling the temperature control device and the humidity control device through the temperature and humidity control parameters.
Further, the system further comprises:
a temperature and humidity control parameter obtaining unit, which is used for obtaining a temperature and humidity control parameter set of the stored medicine;
a similarity control singular acquiring unit, configured to perform parameter similarity matching of the temperature and humidity control parameter set according to the temperature and humidity control parameters to obtain matching similarity control parameters;
a constraint range judging unit, configured to judge whether the temperature and humidity control parameter and the matching similarity control parameter are within a predetermined hierarchical constraint range;
and the temperature and humidity control unit is used for communicating the stored medicine with the medicine space corresponding to the matching similarity control parameter when the temperature and humidity control parameter and the matching similarity control parameter are within the preset hierarchical constraint range, and controlling the temperature and humidity of the communicated space through the matching similarity control parameter.
Further, the system further comprises:
the storage state estimation unit is used for estimating the storage state of the stored medicine under the temperature and humidity control parameters when the temperature and humidity control parameters and the matching similarity control parameters are not in the preset grading constraint range;
the control parameter matching unit is used for matching temperature and humidity adjustment control parameters according to the storage state estimation result;
and the communication space control unit is used for communicating the stored medicine with the medicine space corresponding to the matching similarity control parameter when the temperature and humidity adjustment control parameter and the matching similarity control parameter are within the preset hierarchical constraint range, and controlling the temperature and humidity of the communication space through the matching similarity control parameter.
Further, the system further comprises:
an evaluation period obtaining unit for obtaining a medicine evaluation period;
an evaluation image generation unit for acquiring images of stored drugs based on the drug evaluation period and generating an evaluation image set;
the real-time quality evaluation unit is used for carrying out real-time quality evaluation on the stored medicines through the evaluation image set to obtain a real-time quality evaluation result;
and the taking grade updating unit is used for updating the taking grade of the stored medicine in real time according to the real-time quality evaluation result.
Further, the system further comprises:
a quality evaluation threshold setting unit for setting an expected quality evaluation threshold;
an evaluation result judgment unit for judging whether there is a result that does not satisfy the expected quality evaluation threshold in the real-time quality evaluation result;
a quality early warning instruction generating unit, configured to generate a quality early warning instruction when a result that does not meet the expected quality evaluation threshold exists in the real-time quality evaluation result;
and the abnormity early warning unit is used for carrying out abnormity early warning on the stored medicines according to the quality early warning instruction.
Further, the system further comprises:
the medicine taking judgment unit is used for judging whether the abnormal early warning medicine is taken within a preset time limit or not;
an individual isolation instruction generation unit, configured to generate an individual drug isolation instruction when the exception early warning drug is not taken within a predetermined time limit;
and the independent isolation storage unit is used for independently isolating and storing the abnormal early warning medicines through the independent medicine isolation instruction.
Further, the system further comprises:
a weight distribution value setting unit configured to set a reference weight distribution value, wherein the reference weight distribution value is a constraint weight distribution value of the quality evaluation result and the drug input information;
and the taking grade information obtaining unit is used for carrying out taking grade evaluation integration on the quality evaluation result and the medicine input information through the reference weight distribution value and obtaining the taking grade information based on the integration result.
The embodiments in the present description are described in a progressive manner, and each embodiment focuses on the difference from other embodiments, and the aforementioned method for intelligently regulating storage parameters of a drug and the specific example in the first embodiment in fig. 1 are also applicable to the system for intelligently regulating storage parameters of a drug in this embodiment. The device disclosed by the embodiment corresponds to the method disclosed by the embodiment, so that the description is simple, and the relevant points can be referred to the method part for description.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the application. Thus, the present application is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
Claims (8)
1. An intelligent regulation and control method for storage parameters of medicines is applied to a medicine management system, the medicine management system is in communication connection with an image acquisition device, a temperature control device and a humidity control device, and the method comprises the following steps:
acquiring drug input information of stored drugs;
acquiring images of the stored medicines through the image acquisition device to obtain acquired images of storage nodes;
acquiring images based on the storage nodes to evaluate the quality of the stored medicines, and generating taking grade information according to quality evaluation results and the medicine input information;
reading medicine information of stored medicines, positioning storage positions of the stored medicines based on the medicine information and the taking grade information, and placing the stored medicines based on positioning results;
collecting images and the drug input information through the storage nodes to evaluate the state of the stored drugs, and generating drug state evaluation results;
and generating temperature and humidity control parameters based on the medicine state evaluation result, and controlling the temperature control device and the humidity control device to adjust the placement parameters of the stored medicines through the temperature and humidity control parameters.
2. The method of claim 1, wherein the method further comprises:
acquiring a temperature and humidity control parameter set of the stored medicine;
performing parameter similarity matching of the temperature and humidity control parameter set through the temperature and humidity control parameters to obtain matching similarity control parameters;
judging whether the temperature and humidity control parameters and the matching similarity control parameters are within a preset grading constraint range;
and when the temperature and humidity control parameters and the matching similarity control parameters are within the preset hierarchical constraint range, communicating the stored medicine with the medicine space corresponding to the matching similarity control parameters, and controlling the temperature and humidity of the communicated space through the matching similarity control parameters.
3. The method of claim 2, wherein the method further comprises:
when the temperature and humidity control parameters and the matching similarity control parameters are not in the preset grading constraint range, estimating the storage state of the stored medicine under the temperature and humidity control parameters;
matching temperature and humidity adjustment control parameters according to the storage state estimation result;
and when the temperature and humidity adjustment control parameter and the matching similarity control parameter are within the preset hierarchical constraint range, communicating the stored medicine with the medicine space corresponding to the matching similarity control parameter, and controlling the temperature and humidity of the communicated space through the matching similarity control parameter.
4. The method of claim 1, wherein the method further comprises:
obtaining a drug evaluation period;
acquiring images of the stored medicines based on the medicine evaluation period to generate an evaluation image set;
performing real-time quality evaluation on the stored medicines through the evaluation image set to obtain a real-time quality evaluation result;
and updating the real-time taking grade of the stored medicine according to the real-time quality evaluation result.
5. The method of claim 4, wherein the method further comprises:
setting an expected quality evaluation threshold value;
judging whether a result which does not meet the expected quality evaluation threshold exists in the real-time quality evaluation result;
when the real-time quality evaluation result has a result which does not meet the expected quality evaluation threshold, generating a quality early warning instruction;
and carrying out abnormity early warning on the stored medicine according to the quality early warning instruction.
6. The method of claim 5, wherein the method further comprises:
judging whether the abnormal early warning medicine is taken within a preset time limit or not;
when the abnormal early warning medicine is not taken within a preset time limit, generating a medicine separate isolation instruction;
and carrying out independent isolation storage on the abnormal early warning medicines through the independent medicine isolation instruction.
7. The method of claim 1, wherein the method further comprises:
setting a reference weight distribution value, wherein the reference weight distribution value is a constraint weight distribution value of the quality evaluation result and the medicine input information;
and performing taking grade evaluation integration on the quality evaluation result and the medicine input information through the reference weight distribution value, and acquiring the taking grade information based on an integration result.
8. An intelligent regulation and control system for storage parameters of medicines is characterized by comprising:
the input information acquisition module is used for acquiring medicine input information of stored medicines;
the acquired image acquisition module is used for acquiring images of the stored medicines through an image acquisition device to obtain acquired images of the storage nodes;
the grade information generation module is used for evaluating the quality of the stored medicines and generating taking grade information according to the quality evaluation result and the medicine input information;
the storage position positioning module is used for reading medicine information of stored medicines, positioning the storage positions of the stored medicines based on the medicine information and the taking grade information, and placing the stored medicines based on positioning results;
the drug state evaluation module is used for carrying out state evaluation on the stored drugs by collecting images and the drug input information through the storage nodes to generate drug state evaluation results;
and the placement parameter adjusting module is used for generating temperature and humidity control parameters based on the medicine state evaluation result, and adjusting the placement parameters of the stored medicines by controlling the temperature control device and the humidity control device through the temperature and humidity control parameters.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116153462A (en) * | 2023-04-20 | 2023-05-23 | 南京引光医药科技有限公司 | Drug alert system and drug alert feedback data processing method |
| CN116562768A (en) * | 2023-05-29 | 2023-08-08 | 北京市永康药业有限公司 | Medicine warehouse management method and system |
| CN117495261A (en) * | 2023-11-14 | 2024-02-02 | 深圳海容高新材料科技有限公司 | Inventory management method for nano-coating reagent production |
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116153462A (en) * | 2023-04-20 | 2023-05-23 | 南京引光医药科技有限公司 | Drug alert system and drug alert feedback data processing method |
| CN116562768A (en) * | 2023-05-29 | 2023-08-08 | 北京市永康药业有限公司 | Medicine warehouse management method and system |
| CN116562768B (en) * | 2023-05-29 | 2023-11-21 | 北京市永康药业有限公司 | Medicine warehouse management method and system |
| CN117495261A (en) * | 2023-11-14 | 2024-02-02 | 深圳海容高新材料科技有限公司 | Inventory management method for nano-coating reagent production |
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