CN116651009B - Automatic traditional Chinese medicine extraction method and system based on traditional Chinese medicine processing - Google Patents

Automatic traditional Chinese medicine extraction method and system based on traditional Chinese medicine processing Download PDF

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CN116651009B
CN116651009B CN202310934038.5A CN202310934038A CN116651009B CN 116651009 B CN116651009 B CN 116651009B CN 202310934038 A CN202310934038 A CN 202310934038A CN 116651009 B CN116651009 B CN 116651009B
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chinese medicine
traditional chinese
extraction
equipment
value
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CN116651009A (en
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李君�
王亚楠
刘兆乾
张云飞
邵珠庆
李天俊
宋志浩
王连祥
杜昌云
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Huanghuai Bio Pharmaceutical Co ltd
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B01PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
    • B01DSEPARATION
    • B01D11/00Solvent extraction
    • B01D11/02Solvent extraction of solids
    • B01D11/0207Control systems
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B01PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
    • B01DSEPARATION
    • B01D11/00Solvent extraction
    • B01D11/02Solvent extraction of solids
    • B01D11/0288Applications, solvents
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

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  • Engineering & Computer Science (AREA)
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Abstract

The application discloses an automatic traditional Chinese medicine extraction method and system based on traditional Chinese medicine processing, and relates to the technical field of traditional Chinese medicine processing platforms; the method is used for solving the problems that the traditional Chinese medicine extraction cannot be realized or long time is required because the traditional Chinese medicine extraction equipment cannot be provided for extraction by general users in the existing traditional Chinese medicine processing and extraction needs are numerous; according to the application, the traditional Chinese medicine processing request of a user is analyzed, traditional Chinese medicine extraction equipment corresponding to the traditional Chinese medicine name is matched, and the corresponding traditional Chinese medicine extraction equipment is intelligently selected for processing through the medicine extraction value, so that the user can obtain the extract of the corresponding traditional Chinese medicine; and the traditional Chinese medicine extracting equipment is subjected to parameter adjustment, so that the equipment extracting operation data is equal to a preset value corresponding to the data range, the traditional Chinese medicine processing equipment can process the traditional Chinese medicine better, and the condition that the quality of extract is affected due to abnormal parameters of the traditional Chinese medicine processing equipment is avoided.

Description

Automatic traditional Chinese medicine extraction method and system based on traditional Chinese medicine processing
Technical Field
The application relates to the technical field of traditional Chinese medicine processing platforms, in particular to an automatic traditional Chinese medicine extraction method and system based on traditional Chinese medicine processing.
Background
The extraction technology of the traditional Chinese medicine is a mass transfer process of transferring soluble components in the medicinal materials from a solid phase to a solvent liquid phase. Including wetting, permeation, desorption, dissolution, diffusion, etc. Common extraction methods include decoction, reflux, soaking, percolation, and steam distillation, and the extraction is performed by automatic Chinese medicinal extraction equipment. Many users use the traditional Chinese medicines by planting the traditional Chinese medicines and extracting substances in the traditional Chinese medicines; however, the traditional Chinese medicine processing and extraction needs are numerous, general users cannot provide Chinese medicine extraction equipment for extraction, the number of automatic Chinese medicine extraction equipment is small, the automatic Chinese medicine extraction equipment is concentrated in a factory, waiting for queuing is needed, and therefore, the Chinese medicine extraction cannot be realized or long waiting time is needed, and therefore, how to intelligently select the corresponding Chinese medicine extraction equipment to meet the Chinese medicine processing and extraction needs is the problem to be solved by the application.
Disclosure of Invention
The application aims to solve the problems that the traditional Chinese medicine extraction cannot be realized or long time is required because the traditional Chinese medicine extraction equipment cannot be provided for extraction by general users in the traditional Chinese medicine processing and extraction needs to be numerous, and provides an automatic traditional Chinese medicine extraction method and system based on traditional Chinese medicine processing.
To solve the above technical problem, according to a first aspect of the present application, there is provided an automatic Chinese medicine extraction method based on Chinese medicine processing, the method comprising:
s1: receiving a traditional Chinese medicine extraction request of traditional Chinese medicine to be extracted, which is sent by a demander through an intelligent terminal;
s2: analyzing the traditional Chinese medicine extraction request, matching traditional Chinese medicine extraction equipment corresponding to the traditional Chinese medicine name, and analyzing the matched traditional Chinese medicine extraction equipment to obtain a medicine extraction value; the analysis process is as follows:
s21: obtaining equipment models, the quantity to be processed, extraction orders and setting stability values of all matched traditional Chinese medicine extraction equipment;
s22: matching the model of the traditional Chinese medicine extracting equipment corresponding to the component equipment with all preset models, and summing all matched preset model values to obtain a model total value corresponding to the traditional Chinese medicine extracting equipment;
s23: analyzing all extraction orders of the matched traditional Chinese medicine extraction equipment to obtain extracts Zhou Shanzhi;
s24: extracting the number to be processed, the total model value, the lifting Zhou Shanzhi and the numerical value of the set stability value, constructing an ellipse by taking the numerical value of the total model value and the numerical value of the lifting Zhou Shanzhi as a major axis and a minor axis respectively, then taking the circle center of the ellipse as a starting point, setting the numerical value of the stability value as a length, making the height of the ellipse, and constructing an elliptic cylinder entity by taking the heights of the ellipse and the ellipse; selecting a center point of an elliptic cylinder, and converting the quantity to be processed into a radius according to a preset proportion; taking the central point of the elliptic cylinder as a starting point and the radius as a spherical body in the elliptic cylinder, cutting to obtain a hollow sphere, calculating the volume of the body after the elliptic cylinder is cut, extracting the value of the volume, and marking the volume as a medicine extraction value;
s3: the traditional Chinese medicine extraction equipment with the maximum medicine extraction value and the traditional Chinese medicine to be extracted are built into a processing extraction binding, and the traditional Chinese medicine to be extracted is sent to the corresponding part of the binding traditional Chinese medicine extraction equipment;
s4: obtaining extraction parameters corresponding to requirements of the traditional Chinese medicine to be extracted;
s5: controlling a traditional Chinese medicine extraction device to extract traditional Chinese medicines to be extracted according to extraction parameters to obtain extracts, uploading image data and device extraction operation data in the traditional Chinese medicine extraction process in real time, analyzing the device extraction operation data to generate corresponding processing signals, and executing operations corresponding to the processing signals;
s6: matching the storage boxes corresponding to the extracts, storing the extracts by the storage boxes and sending the extracts to the corresponding positions of the consumers.
As a preferred embodiment of the present application, the specific process for obtaining the extract Zhou Shanzhi is as follows: performing time difference calculation on the time when the traditional Chinese medicine to be extracted is received and the time when the corresponding extract is obtained to obtain the extraction period duration; sequencing all the values of the extraction period duration according to the time sequence, substituting the sequenced values of the extraction period duration into a line graph, sequentially connecting points corresponding to two adjacent values of the extraction period duration in the line graph to obtain a period line, calculating the slope value of the period line, and summing all the slope values to be negative to obtain a rate-reducing total value; summing all slope values positive to obtain a total rise rate value; dividing the total falling rate value by the total rising rate value to obtain a falling-rising rate value; calculating the average value of all the values of the extracted period duration, constructing an average line on the line graph according to the calculation result, and marking the point corresponding to the value of the period duration positioned above the average line as the average line by making a perpendicular to the average line; judging the lengths of two high average lines, when the lengths of the two high average lines are inconsistent, connecting adjacent high average lines to construct an adjacent average angle, and when the length of the former high average line is greater than that of the latter high average line, marking the constructed adjacent average angle as an adjacent average angle I; when the length of the front average line is smaller than that of the rear average line, marking the constructed adjacent average angle as an adjacent average angle II; extracting angle values of all adjacent average angles I and summing to obtain an adjacent average value; extracting angle values of all adjacent average angles II and summing to obtain an adjacent average value; dividing the total adjacent value by the average adjacent angle II to obtain the adjacent height ratio; normalization processing is carried out on the average value of the falling-rising ratio, the adjacent height ratio and the extraction period duration to obtain the extract Zhou Shanzhi.
As a preferred embodiment of the application, the specific process of analyzing the equipment extracted operation data is as follows: the method comprises the steps of obtaining a data range corresponding to equipment extraction operation data, matching the equipment extraction operation data with the corresponding data range, generating an adjustment processing signal corresponding to parameters when the equipment extraction operation data are equal to two end values of the data range, and sending the adjustment processing signal to corresponding traditional Chinese medicine extraction equipment, wherein the traditional Chinese medicine extraction equipment receives the adjustment processing signal corresponding to the parameters to perform parameter adjustment, so that the equipment extraction operation data are equal to a preset value corresponding to the data range.
As a preferred embodiment of the present application, the set stability value is obtained by the following analysis, and the specific analysis process is: separating the equipment extraction operation data according to the component equipment of the traditional Chinese medicine extraction equipment to obtain equipment extraction operation data of a single component equipment; counting the time when the single component equipment performs parameter adjustment, sequencing according to the time sequence, and counting the number of the time to obtain the total parameter adjustment number; when the total parameter adjustment number is larger than the set number threshold, calculating the time difference between two adjacent time points to obtain the parameter adjustment interval duration; calculating the average value of all the parameter interval durations, and extracting the numerical value of the calculation result to obtain the parameter interval average value; extracting the numerical value of the parameter adjustment total number and the parameter adjustment interval mean value, and processing to obtain the motile element value of the single component equipment; summing the motile values of all the component devices of the traditional Chinese medicine extraction device to obtain a motile cumulative value; summing all the motile element cumulative values of the traditional Chinese medicine extracting equipment to obtain a motile element total value; and obtaining a set stability value of the traditional Chinese medicine extraction equipment based on the total value analysis of the kinetin.
In order to solve the above technical problem, according to a second aspect of the present application, there is provided an automatic Chinese medicine extraction system based on Chinese medicine processing, comprising:
the request receiving unit is used for receiving a traditional Chinese medicine extraction request of traditional Chinese medicine to be extracted, which is sent by a demander through the intelligent terminal;
the request processing unit is used for analyzing the traditional Chinese medicine extraction request, matching traditional Chinese medicine extraction equipment corresponding to the traditional Chinese medicine name, and analyzing the matched traditional Chinese medicine extraction equipment to obtain a medicine extraction value; the method comprises the steps of establishing processing and extracting binding between traditional Chinese medicine extracting equipment with the maximum medicine extraction value and traditional Chinese medicine to be extracted, sending binding information to an intelligent terminal of a requester, and sending the traditional Chinese medicine to be extracted to a corresponding position of the binding traditional Chinese medicine extracting equipment by the requester;
the extraction monitoring unit is used for being connected with the traditional Chinese medicine extraction equipment through the Internet of things, receiving image data and equipment extraction operation data in the traditional Chinese medicine extraction process in real time, and analyzing the image data and the equipment extraction operation data to generate processing signals corresponding to the traditional Chinese medicine extraction equipment;
the signal execution unit is used for receiving the processing signals corresponding to the traditional Chinese medicine extraction equipment and executing the operations corresponding to the processing signals;
the order generation unit is used for collecting the names of the traditional Chinese medicines to be extracted, the time when the traditional Chinese medicines to be extracted are received and the time when the corresponding extracts are obtained and generating an extraction order;
the storage matching unit is used for matching the storage boxes corresponding to the extracts;
the cloud storage unit is used for storing the extraction order and the image data of the traditional Chinese medicine extraction equipment and the equipment extraction operation data;
the information inquiry unit is used for a user to check the progress of an extraction order corresponding to the traditional Chinese medicine to be extracted, image data corresponding to the traditional Chinese medicine to be extracted and equipment extraction operation data in the traditional Chinese medicine extraction process in real time through the intelligent terminal.
In order to solve the above technical problem, according to a third aspect of the present application, there is provided a readable storage medium having a program stored thereon, which when executed, performs an automatic traditional Chinese medicine extraction method based on traditional Chinese medicine processing as described above.
Compared with the prior art, the application has the beneficial effects that: according to the application, a user sends a traditional Chinese medicine processing request through an intelligent terminal, analyzes the traditional Chinese medicine processing request of the user, matches traditional Chinese medicine extraction equipment corresponding to traditional Chinese medicine names, obtains medicine extraction values based on the number, model total value, extraction Zhou Shanzhi and setting stability values of the traditional Chinese medicine extraction equipment to be processed, and intelligently selects the corresponding traditional Chinese medicine extraction equipment to process the medicine extraction values so as to facilitate the user to obtain extracts of corresponding traditional Chinese medicines; by matching the equipment extraction operation data with the corresponding data range, when the equipment extraction operation data is equal to the two end values of the data range, an adjustment processing signal corresponding to the parameters is generated and sent to the corresponding traditional Chinese medicine extraction equipment, and the traditional Chinese medicine extraction equipment receives the adjustment processing signal corresponding to the parameters to perform parameter adjustment, so that the equipment extraction operation data is equal to a preset value corresponding to the data range, the traditional Chinese medicine processing equipment can process the traditional Chinese medicine better, and the parameter abnormality of the traditional Chinese medicine processing equipment is avoided, and the extraction quality of the extract is influenced.
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The present application is further described below with reference to the accompanying drawings for the convenience of understanding by those skilled in the art.
FIG. 1 is a flow chart of the method of the present application;
FIG. 2 is a schematic diagram of a line drawing of the present application;
fig. 3 is a system schematic block diagram of the present application.
Detailed Description
The application will be described in further detail with reference to the drawings and the specific embodiments thereof in order to make the objects, advantages and features of the application more apparent. It should be noted that the drawings are in a very simplified form and are not drawn to scale, merely for convenience and clarity in aiding in the description of embodiments of the application. Furthermore, the structures shown in the drawings are often part of actual structures. In particular, the drawings are shown with different emphasis instead being placed upon illustrating the various embodiments.
As used in this disclosure, the singular forms "a," "an," and "the" include plural referents, the term "or" are generally used in the sense of comprising "and/or" and the term "several" are generally used in the sense of comprising "at least one," the term "at least two" are generally used in the sense of comprising "two or more," and the term "first," "second," and "third" are used for descriptive purposes only and are not to be construed as indicating or implying any relative importance or number of features indicated. Thus, a feature defining "first," "second," "third," or "third" may explicitly or implicitly include one or at least two such features, with "one end" and "another end" and "proximal end" and "distal end" generally referring to the respective two portions, including not only the endpoints, but also the terms "mounted," "connected," "coupled," and "connected" are to be construed broadly, e.g., as being either a fixed connection, a removable connection, or as being integral therewith; can be mechanically or electrically connected; can be directly connected or indirectly connected through an intermediate medium, and can be communicated with the inside of two elements or the interaction relationship of the two elements. Furthermore, as used in this disclosure, an element disposed on another element generally only refers to a connection, coupling, cooperation or transmission between two elements, and the connection, coupling, cooperation or transmission between two elements may be direct or indirect through intermediate elements, and should not be construed as indicating or implying any spatial positional relationship between the two elements, i.e., an element may be in any orientation, such as inside, outside, above, below, or on one side, of the other element unless the context clearly indicates otherwise. The specific meaning of the above terms in the present application can be understood by those of ordinary skill in the art according to the specific circumstances.
Embodiment one:
referring to fig. 1-2, the embodiment provides an automatic traditional Chinese medicine extraction method based on traditional Chinese medicine processing, which comprises the following steps:
the demander sends a traditional Chinese medicine extraction request through an intelligent terminal (such as a mobile phone terminal); receiving a traditional Chinese medicine extraction request of traditional Chinese medicine to be extracted, which is sent by a demander through an intelligent terminal; the traditional Chinese medicine extraction request comprises traditional Chinese medicine name, weight, position, duration and requirement;
then analyzing the traditional Chinese medicine extraction request, matching traditional Chinese medicine extraction equipment corresponding to the traditional Chinese medicine name, and analyzing the matched traditional Chinese medicine extraction equipment to obtain a medicine extraction value; the analysis process is as follows:
obtaining equipment models, the quantity to be processed, extraction orders and setting stability values of all matched traditional Chinese medicine extraction equipment; wherein the extraction order comprises the name of the traditional Chinese medicine, the time when the traditional Chinese medicine to be extracted is received and the time when the corresponding extract is obtained;
labeling the Chinese medicine extraction device with Xi, i=1, 2, … …, m; m is the total number of the traditional Chinese medicine extraction devices corresponding to the traditional Chinese medicine names; the model of the traditional Chinese medicine extracting equipment corresponding to the component equipment is XHi j J=1, 2, … …, k; k is the total number of the corresponding component devices of the traditional Chinese medicine extracting devices; the constituent devices such as the chinese medicine extracting device include an extracting tank, a condenser, a cooler, a separator, a filter, etc., j=1 represents the extracting tank, j=2 represents the condenser, … …; as XHi 1 Representing the model of the traditional Chinese medicine extracting device corresponding to the extracting tank; matching the model of the traditional Chinese medicine extracting equipment corresponding to the component equipment with all preset models, wherein each preset model corresponds to a preset model value; marking the matched preset model value as Pi j The method comprises the steps of carrying out a first treatment on the surface of the Summing all the matched preset model values to obtain a model total value XZi corresponding to the traditional Chinese medicine extracting equipment; i.e.
Analyzing all extraction orders of the matched traditional Chinese medicine extraction equipment: performing time difference calculation on the time when the Chinese medicine to be extracted is received and the time when the corresponding extract is obtained to obtain the extractA period duration; sequencing all the values of the extraction period duration according to the time sequence, substituting the sequenced values of the extraction period duration into a line graph, sequentially connecting points corresponding to two adjacent values of the extraction period duration in the line graph to obtain a period line, calculating the slope value of the period line, and summing all the slope values to be negative to obtain a rate-reducing total value; summing all slope values positive to obtain a total rise rate value; dividing the total falling rate value by the total rising rate value to obtain a falling-rising rate value; calculating the average value of all the values of the extracted period duration, constructing an average line on the line graph according to the calculation result, and marking the point corresponding to the value of the period duration positioned above the average line as the average line by making a perpendicular to the average line; judging the lengths of two high average lines, when the lengths of the two high average lines are inconsistent, connecting adjacent high average lines to construct an adjacent average angle, and when the length of the former high average line is larger than that of the latter high average line, marking the constructed adjacent average angle as an adjacent average angle I as shown in figure 2; when the length of the front average line is smaller than that of the rear average line, marking the constructed adjacent average angle as an adjacent average angle II; extracting angle values of all adjacent average angles I and summing to obtain an adjacent average value; extracting angle values of all adjacent average angles II and summing to obtain an adjacent average value; dividing the total adjacent value by the average adjacent angle II to obtain the adjacent height ratio; normalizing the average values of the falling-rising ratio, the adjacent-height ratio and the extraction period duration, taking the normalized values of the falling-rising ratio, the adjacent-height ratio and the extraction period duration, and marking the normalized values as JSM, LGm and ZTm in sequence; substituting the numerical values after normalization treatment into a preset cycle-of-week analysis modelObtaining a extract Zhou Shanzhi TS; wherein qc1, qc2, qc3 are model weight factors;
extracting the number to be processed, the total model value, the lifting Zhou Shanzhi and the numerical value of the set stability value, constructing an ellipse by taking the numerical value of the total model value and the numerical value of the lifting Zhou Shanzhi as a major axis and a minor axis respectively, then taking the circle center of the ellipse as a starting point, setting the numerical value of the stability value as a length, making the height of the ellipse, and constructing an elliptic cylinder entity by taking the heights of the ellipse and the ellipse; selecting a center point of an elliptic cylinder, and converting the quantity to be processed into a radius according to a preset proportion; taking the central point of the elliptic cylinder as a starting point and the radius as a spherical body in the elliptic cylinder, cutting to obtain a hollow sphere, calculating the volume of the body after the elliptic cylinder is cut, extracting the value of the volume, and marking the volume as a medicine extraction value;
the traditional Chinese medicine extraction equipment with the maximum medicine extraction value and the traditional Chinese medicine to be extracted are built into a processing extraction binding, and the traditional Chinese medicine to be extracted is sent to the corresponding part of the binding traditional Chinese medicine extraction equipment;
obtaining extraction parameters corresponding to requirements of the traditional Chinese medicine to be extracted; the extraction parameters comprise temperature, pressure, heating time, extraction solvent name, medicament amount and the like;
controlling a traditional Chinese medicine extraction device to extract traditional Chinese medicines to be extracted according to extraction parameters to obtain extracts, uploading image data and device extraction operation data in the traditional Chinese medicine extraction process in real time, analyzing the device extraction operation data to generate corresponding processing signals, and executing operations corresponding to the processing signals; the equipment extraction operation data are equipment parameters such as pressure, temperature and the like generated by equipment in real time in the extraction process;
the specific process is as follows:
acquiring a data range corresponding to the equipment extraction operation data, matching the equipment extraction operation data with the corresponding data range, generating an adjustment processing signal corresponding to the parameter when the equipment extraction operation data is equal to the two end values of the data range, and sending the adjustment processing signal to the corresponding traditional Chinese medicine extraction equipment, wherein the traditional Chinese medicine extraction equipment receives the adjustment processing signal corresponding to the parameter to perform parameter adjustment, so that the equipment extraction operation data is equal to a preset value corresponding to the data range; the adjusting and processing signals comprise a temperature adjusting signal, a pressure adjusting signal and a medicine residue cleaning signal;
when the traditional Chinese medicine extraction equipment finishes extracting the corresponding extract, analyzing the set stability value of the traditional Chinese medicine extraction equipment, wherein the specific analysis is as follows:
separating the equipment extraction operation data according to the component equipment of the traditional Chinese medicine extraction equipment to obtain the equipment extraction operation data of a single component equipment, such as the equipment extraction operation data of an extraction tank;
counting the time when the single component equipment performs parameter adjustment, sequencing according to the time sequence, and counting the number of the time to obtain the total parameter adjustment number; when the total parameter adjustment number is larger than the set number threshold, calculating the time difference between two adjacent time points to obtain the parameter adjustment interval duration; calculating the average value of all the parameter interval durations, and extracting the numerical value of the calculation result to obtain the parameter interval average value; extracting the values of the parameter adjustment total number and the parameter adjustment interval mean value and marking the values as Cg1 and Cf2; obtaining the motilin value Ds of the single component device by using the formula Ds=Cg1×eg1+eg2/(Cf2+1); wherein eg1 and eg2 are preset weight factors, and specific numerical values are set according to actual use customization; when the total parameter adjustment number is smaller than or equal to the number threshold value, directly taking a preset fixed value by the parameter adjustment interval mean value; summing the motile values of all the component devices of the traditional Chinese medicine extraction device to obtain a motile cumulative value;
summing all the motilin cumulative values of the traditional Chinese medicine extracting equipment to obtain a motilin total value and marking the motilin total value as DFz; setting a preset equipment value of the traditional Chinese medicine extraction equipment as YB; substituting a preset formula Xwi =YB-DFz ×em1 to obtain a set stability value Xwi of the traditional Chinese medicine extracting device; wherein em1 is a preset conversion coefficient;
matching the storage boxes corresponding to the extracts, storing the extracts by the storage boxes and sending the extracts to the corresponding positions of the consumers.
Real-time example two:
referring to fig. 3, the embodiment provides an automatic traditional Chinese medicine extraction system based on traditional Chinese medicine processing, which comprises a request receiving unit, a request processing unit, an extraction monitoring unit, a signal executing unit, an order generating unit, a storage matching unit, a cloud storage unit and an information query unit;
the method comprises the steps that a user sends a traditional Chinese medicine to be extracted to a request receiving unit through an intelligent terminal, and the request receiving unit receives a traditional Chinese medicine extraction request of the traditional Chinese medicine to be extracted and then sends the traditional Chinese medicine extraction request to a request processing unit;
the request processing unit analyzes the traditional Chinese medicine extraction request, matches traditional Chinese medicine extraction equipment corresponding to the traditional Chinese medicine name, and analyzes the matched traditional Chinese medicine extraction equipment to obtain a medicine extraction value; the method comprises the following steps: obtaining equipment model numbers and quantity to be processed of all matched traditional Chinese medicine extracting equipmentExtracting orders and setting stability values; matching the model of the traditional Chinese medicine extracting equipment corresponding to the component equipment with all preset models, and summing all matched preset model values to obtain a model total value corresponding to the traditional Chinese medicine extracting equipment; analyzing all extraction orders of the matched traditional Chinese medicine extraction equipment: performing time difference calculation on the time when the traditional Chinese medicine to be extracted is received and the time when the corresponding extract is obtained to obtain the extraction period duration; sequencing all the values of the extraction period duration according to the time sequence, substituting the sequenced values of the extraction period duration into a line graph, sequentially connecting points corresponding to two adjacent values of the extraction period duration in the line graph to obtain a period line, calculating the slope value of the period line, and summing all the slope values to be negative to obtain a rate-reducing total value; summing all slope values positive to obtain a total rise rate value; dividing the total falling rate value by the total rising rate value to obtain a falling-rising rate value; calculating the average value of all the values of the extracted period duration, constructing an average line on the line graph according to the calculation result, and marking the point corresponding to the value of the period duration positioned above the average line as the average line by making a perpendicular to the average line; judging the lengths of two high average lines, when the lengths of the two high average lines are inconsistent, connecting adjacent high average lines to construct an adjacent average angle, and when the length of the former high average line is greater than that of the latter high average line, marking the constructed adjacent average angle as an adjacent average angle I; when the length of the front average line is smaller than that of the rear average line, marking the constructed adjacent average angle as an adjacent average angle II; extracting angle values of all adjacent average angles I and summing to obtain an adjacent average value; extracting angle values of all adjacent average angles II and summing to obtain an adjacent average value; dividing the total adjacent value by the average adjacent angle II to obtain the adjacent height ratio; normalizing the average values of the falling-rising ratio, the adjacent-height ratio and the extraction period duration, taking the normalized values of the falling-rising ratio, the adjacent-height ratio and the extraction period duration, and marking the normalized values as JSM, LGm and ZTm in sequence; substituting the numerical values after normalization treatment into a preset cycle-of-week analysis modelObtaining a extract Zhou Shanzhi TS; wherein qc1, qc2, qc3 are model weight factors;
extracting the number to be processed, the total model value, the lifting Zhou Shanzhi and the numerical value of the set stability value, constructing an ellipse by taking the numerical value of the total model value and the numerical value of the lifting Zhou Shanzhi as a major axis and a minor axis respectively, then taking the circle center of the ellipse as a starting point, setting the numerical value of the stability value as a length, making the height of the ellipse, and constructing an elliptic cylinder entity by taking the heights of the ellipse and the ellipse; selecting a center point of an elliptic cylinder, and converting the quantity to be processed into a radius according to a preset proportion; taking the central point of the elliptic cylinder as a starting point and the radius as a spherical body in the elliptic cylinder, cutting to obtain a hollow sphere, calculating the volume of the body after the elliptic cylinder is cut, extracting the value of the volume, and marking the volume as a medicine extraction value;
the method comprises the steps of establishing processing and extracting binding between traditional Chinese medicine extracting equipment with the maximum medicine extraction value and traditional Chinese medicine to be extracted, sending binding information to an intelligent terminal of a requester, and sending the traditional Chinese medicine to be extracted to a corresponding position of the binding traditional Chinese medicine extracting equipment by the requester;
the extraction monitoring unit is connected with the traditional Chinese medicine extraction equipment through the Internet of things, receives image data and equipment extraction operation data in the traditional Chinese medicine extraction process in real time, and analyzes the image data and the equipment extraction operation data to generate processing signals corresponding to the traditional Chinese medicine extraction equipment;
the signal execution unit receives the processing signal corresponding to the traditional Chinese medicine extraction equipment and executes the operation corresponding to the processing signal;
the order generation unit acquires the name of the traditional Chinese medicine to be extracted, the time when the traditional Chinese medicine to be extracted is received and the time when the corresponding extract is obtained, and generates an extraction order;
the storage matching unit is used for storing storage boxes corresponding to the extracts, wherein the storage boxes are normal-temperature storage boxes and refrigeration storage boxes; when the extract is required to be stored at a low temperature, matching an idle refrigeration storage tank; when the extract is stored at normal temperature, matching the normal temperature storage box; wherein the storage box is provided with a display screen and a positioner; wherein the display screen displays information of the corresponding needs of the extract; the locator is used for locating the position of the storage box in real time and uploading the position to the cloud storage unit;
the cloud storage unit stores an extraction order, image data and equipment extraction operation data of the traditional Chinese medicine extraction equipment; the device is also used for analyzing the set stability value of the traditional Chinese medicine extracting equipment, and specifically comprises the following steps:
separating the equipment extraction operation data according to the component equipment of the traditional Chinese medicine extraction equipment to obtain the equipment extraction operation data of a single component equipment, such as the equipment extraction operation data of an extraction tank;
counting the time when the single component equipment performs parameter adjustment, sequencing according to the time sequence, and counting the number of the time to obtain the total parameter adjustment number; when the total parameter adjustment number is larger than the set number threshold, calculating the time difference between two adjacent time points to obtain the parameter adjustment interval duration; calculating the average value of all the parameter interval durations, and extracting the numerical value of the calculation result to obtain the parameter interval average value; extracting the values of the parameter adjustment total number and the parameter adjustment interval mean value and marking the values as Cg1 and Cf2; obtaining the motilin value Ds of the single component device by using the formula Ds=Cg1×eg1+eg2/(Cf2+1); wherein eg1 and eg2 are preset weight factors, and specific numerical values are set according to actual use customization; when the total parameter adjustment number is smaller than or equal to the number threshold value, directly taking a preset fixed value by the parameter adjustment interval mean value; summing the motile values of all the component devices of the traditional Chinese medicine extraction device to obtain a motile cumulative value;
summing all the motilin cumulative values of the traditional Chinese medicine extracting equipment to obtain a motilin total value and marking the motilin total value as DFz; setting a preset equipment value of the traditional Chinese medicine extraction equipment as YB; substituting a preset formula Xwi =YB-DFz ×em1 to obtain a set stable value Xwi of the traditional Chinese medicine extracting device and storing; wherein em1 is a preset conversion coefficient; the pre-equipment machine value and the preset conversion coefficient are user-defined values, and a user reasonably sets the size according to actual use;
the demander is in communication connection with the information inquiry unit through the intelligent terminal, and looks up the progress of the corresponding extraction order of the traditional Chinese medicine to be extracted, the image data corresponding to the traditional Chinese medicine to be extracted and the equipment extraction operation data in the traditional Chinese medicine extraction process to be extracted in real time.
When the traditional Chinese medicine extracting device is used, a user sends a traditional Chinese medicine processing request through an intelligent terminal, analyzes the traditional Chinese medicine processing request of the user, matches traditional Chinese medicine extracting equipment corresponding to traditional Chinese medicine names, obtains medicine extracting values based on the number to be processed, the total model value, the extracting Zhou Shanzhi and the setting stability value of the traditional Chinese medicine extracting equipment, and intelligently selects the corresponding traditional Chinese medicine extracting equipment to process the medicine extracting values so as to facilitate the user to obtain the extract of the corresponding traditional Chinese medicine; by matching the equipment extraction operation data with the corresponding data range, when the equipment extraction operation data is equal to the two end values of the data range, an adjustment processing signal corresponding to the parameters is generated and sent to the corresponding traditional Chinese medicine extraction equipment, and the traditional Chinese medicine extraction equipment receives the adjustment processing signal corresponding to the parameters to perform parameter adjustment, so that the equipment extraction operation data is equal to a preset value corresponding to the data range, the traditional Chinese medicine processing equipment can process the traditional Chinese medicine better, and the parameter abnormality of the traditional Chinese medicine processing equipment is avoided, and the extraction quality of the extract is influenced.
The preferred embodiments of the application disclosed above are intended only to assist in the explanation of the application. The preferred embodiments are not intended to be exhaustive or to limit the application to the precise form disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the application and the practical application, to thereby enable others skilled in the art to best understand and utilize the application. The application is limited only by the claims and the full scope and equivalents thereof.

Claims (4)

1. An automatic traditional Chinese medicine extraction method based on traditional Chinese medicine processing is characterized by comprising the following steps:
s1: receiving a traditional Chinese medicine extraction request of traditional Chinese medicine to be extracted, which is sent by a demander through an intelligent terminal;
s2: analyzing the traditional Chinese medicine extraction request, matching traditional Chinese medicine extraction equipment corresponding to the traditional Chinese medicine name, and analyzing the matched traditional Chinese medicine extraction equipment to obtain a medicine extraction value; the analysis process is as follows:
s21: obtaining equipment models, the quantity to be processed, extraction orders and setting stability values of all matched traditional Chinese medicine extraction equipment; the set stability value is obtained by the following analysis, and the specific analysis process is as follows: separating the equipment extraction operation data according to the component equipment of the traditional Chinese medicine extraction equipment to obtain equipment extraction operation data of a single component equipment; counting the time when the single component equipment performs parameter adjustment, sequencing according to the time sequence, and counting the number of the time to obtain the total parameter adjustment number; when the total parameter adjustment number is larger than the set number threshold, calculating the time difference between two adjacent time points to obtain the parameter adjustment interval duration; calculating the average value of all the parameter interval durations, and extracting the numerical value of the calculation result to obtain the parameter interval average value; extracting the values of the parameter adjustment total number and the parameter adjustment interval mean value and marking the values as Cg1 and Cf2; obtaining the motilin value Ds of the single component device by using the formula Ds=Cg1×eg1+eg2/(Cf2+1); wherein eg1 and eg2 are preset weight factors; when the total parameter adjustment number is smaller than or equal to the number threshold value, directly taking a preset fixed value by the parameter adjustment interval mean value; summing the motile values of all the component devices of the traditional Chinese medicine extraction device to obtain a motile cumulative value; summing all the motilin cumulative values of the traditional Chinese medicine extracting equipment to obtain a motilin total value and marking the motilin total value as DFz; setting a preset equipment value of the traditional Chinese medicine extraction equipment as YB; substituting a preset formula Xwi =YB-DFz ×em1 to obtain a set stability value Xwi of the traditional Chinese medicine extracting device; wherein em1 is a preset conversion coefficient;
s22: matching the model of the traditional Chinese medicine extracting equipment corresponding to the component equipment with all preset models, and summing all matched preset model values to obtain a model total value corresponding to the traditional Chinese medicine extracting equipment;
s23: analyzing all extraction orders of the matched traditional Chinese medicine extraction equipment to obtain extracts Zhou Shanzhi; wherein, the order extraction comprises the time of receiving the traditional Chinese medicine to be extracted and the time of obtaining the corresponding extract; the specific process for obtaining the extract Zhou Shanzhi is as follows: performing time difference calculation on the time when the traditional Chinese medicine to be extracted is received and the time when the corresponding extract is obtained to obtain the extraction period duration; sequencing all the values of the extraction period duration according to the time sequence, substituting the sequenced values of the extraction period duration into a line graph, sequentially connecting points corresponding to two adjacent values of the extraction period duration in the line graph to obtain a period line, calculating the slope value of the period line, and summing all the slope values to be negative to obtain a rate-reducing total value; summing all slope values positive to obtain a total rise rate value; dividing the rate-of-decrease total value by the rate-of-increase total value to obtain a decreaseA rise ratio; calculating the average value of all the values of the extracted period duration, constructing an average line on the line graph according to the calculation result, and marking the point corresponding to the value of the period duration positioned above the average line as the average line by making a perpendicular to the average line; judging the lengths of two high average lines, when the lengths of the two high average lines are inconsistent, connecting adjacent high average lines to construct an adjacent average angle, and when the length of the former high average line is greater than that of the latter high average line, marking the constructed adjacent average angle as an adjacent average angle I; when the length of the front average line is smaller than that of the rear average line, marking the constructed adjacent average angle as an adjacent average angle II; extracting angle values of all adjacent average angles I and summing to obtain an adjacent average value; extracting angle values of all adjacent average angles II and summing to obtain an adjacent average value; dividing the total adjacent value by the average adjacent angle II to obtain the adjacent height ratio; normalizing the average values of the falling-rising ratio, the adjacent-height ratio and the extraction period duration, taking the normalized values of the falling-rising ratio, the adjacent-height ratio and the extraction period duration, and marking the normalized values as JSM, LGm and ZTm in sequence; substituting the numerical values after normalization treatment into a preset cycle-of-week analysis modelObtaining a extract Zhou Shanzhi TS; wherein qc1, qc2, qc3 are model weight factors;
s24: extracting the number to be processed, the total model value, the lifting Zhou Shanzhi and the value with the stable value, constructing an ellipse by taking the value of the total model value and the value of the lifting Zhou Shanzhi as a major axis and a minor axis respectively, and constructing an elliptic column of an entity by taking the circle center of the ellipse as a starting point, setting the value of the stable value as the length, making the height of the ellipse and taking the height of the ellipse as the height of the ellipse; selecting a center point of an elliptic cylinder, and converting the quantity to be processed into a radius according to a preset proportion; taking the central point of the elliptic cylinder as a starting point and the radius as a spherical body in the elliptic cylinder, cutting to obtain a hollow sphere, calculating the volume of the body after the elliptic cylinder is cut, extracting the value of the volume, and marking the volume as a medicine extraction value;
s3: the traditional Chinese medicine extraction equipment with the maximum medicine extraction value and the traditional Chinese medicine to be extracted are built into a processing extraction binding, and the traditional Chinese medicine to be extracted is sent to the corresponding part of the binding traditional Chinese medicine extraction equipment;
s4: obtaining extraction parameters corresponding to requirements of the traditional Chinese medicine to be extracted;
s5: controlling a traditional Chinese medicine extraction device to extract traditional Chinese medicines to be extracted according to extraction parameters to obtain extracts, uploading image data and device extraction operation data in the traditional Chinese medicine extraction process in real time, analyzing the device extraction operation data to generate corresponding processing signals, and executing operations corresponding to the processing signals;
s6: matching the storage boxes corresponding to the extracts, storing the extracts by the storage boxes and sending the extracts to the corresponding positions of the consumers.
2. The automatic traditional Chinese medicine extraction method based on traditional Chinese medicine processing according to claim 1, wherein the specific process of analyzing the equipment extraction operation data is as follows: the method comprises the steps of obtaining a data range corresponding to equipment extraction operation data, matching the equipment extraction operation data with the corresponding data range, generating an adjustment processing signal corresponding to parameters when the equipment extraction operation data are equal to two end values of the data range, and sending the adjustment processing signal to corresponding traditional Chinese medicine extraction equipment, wherein the traditional Chinese medicine extraction equipment receives the adjustment processing signal corresponding to the parameters to perform parameter adjustment, so that the equipment extraction operation data are equal to a preset value corresponding to the data range.
3. The automatic chinese medicine extracting method based on chinese medicine processing of claim 1, wherein the automatic chinese medicine extracting system of the method comprises:
the request receiving unit is used for receiving a traditional Chinese medicine extraction request of traditional Chinese medicine to be extracted, which is sent by a demander through the intelligent terminal;
the request processing unit is used for analyzing the traditional Chinese medicine extraction request, matching traditional Chinese medicine extraction equipment corresponding to the traditional Chinese medicine name, and analyzing the matched traditional Chinese medicine extraction equipment to obtain a medicine extraction value; the method comprises the steps of establishing processing and extracting binding between traditional Chinese medicine extracting equipment with the maximum medicine extraction value and traditional Chinese medicine to be extracted, sending binding information to an intelligent terminal of a requester, and sending the traditional Chinese medicine to be extracted to a corresponding position of the binding traditional Chinese medicine extracting equipment by the requester;
the extraction monitoring unit is used for receiving the image data and the equipment extraction operation data in the traditional Chinese medicine extraction process in real time and analyzing the image data and the equipment extraction operation data to generate processing signals corresponding to the traditional Chinese medicine extraction equipment;
the signal execution unit is used for receiving the processing signals corresponding to the traditional Chinese medicine extraction equipment and executing the operations corresponding to the processing signals;
the order generation unit is used for collecting the names of the traditional Chinese medicines to be extracted, the time when the traditional Chinese medicines to be extracted are received and the time when the corresponding extracts are obtained and generating an extraction order;
the storage matching unit is used for matching the storage boxes corresponding to the extracts;
the cloud storage unit is used for storing the extraction order and the image data of the traditional Chinese medicine extraction equipment and the equipment extraction operation data;
the information inquiry unit is used for a user to check the progress of an extraction order corresponding to the traditional Chinese medicine to be extracted, image data corresponding to the traditional Chinese medicine to be extracted and equipment extraction operation data in the traditional Chinese medicine extraction process in real time through the intelligent terminal.
4. A readable storage medium, wherein a program is stored on the readable storage medium, which when executed performs an automatic Chinese medicine extraction method based on Chinese medicine processing as claimed in any one of claims 1 to 2.
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Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105427021A (en) * 2015-10-30 2016-03-23 江苏云道信息技术有限公司 Intelligent clothes production scheduling method
CN110751435A (en) * 2019-09-27 2020-02-04 深圳赛意法微电子有限公司 Order dispatching method, device and system
CN113868342A (en) * 2021-09-06 2021-12-31 江苏荣辉信息科技有限公司 Production equipment data acquisition method based on intelligent factory
CN114283157A (en) * 2021-12-06 2022-04-05 广西师范大学 Ellipse fitting-based ellipse object segmentation method
CN115221221A (en) * 2022-09-21 2022-10-21 华远电气股份有限公司 Frequency converter operating efficiency intelligent supervision system based on data analysis
CN115345540A (en) * 2022-07-05 2022-11-15 广东三维家信息科技有限公司 One-dimensional blanking processing method, system, equipment and storage medium
CN115460252A (en) * 2022-09-19 2022-12-09 佐岚门窗(上海)有限公司 System door and window intelligent operation detection system based on data analysis
WO2023016259A1 (en) * 2021-08-11 2023-02-16 苏州泽达兴邦医药科技有限公司 Data mining-based quality control method for traditional chinese medicine extraction process
CN116468218A (en) * 2023-03-13 2023-07-21 明度智云(浙江)科技有限公司 Data processing method and system for production plan scheduling

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10325333B2 (en) * 2011-12-29 2019-06-18 Express Scripts Strategic Development, Inc. Methods and systems for fulfilling drug orders

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105427021A (en) * 2015-10-30 2016-03-23 江苏云道信息技术有限公司 Intelligent clothes production scheduling method
CN110751435A (en) * 2019-09-27 2020-02-04 深圳赛意法微电子有限公司 Order dispatching method, device and system
WO2023016259A1 (en) * 2021-08-11 2023-02-16 苏州泽达兴邦医药科技有限公司 Data mining-based quality control method for traditional chinese medicine extraction process
CN113868342A (en) * 2021-09-06 2021-12-31 江苏荣辉信息科技有限公司 Production equipment data acquisition method based on intelligent factory
CN114283157A (en) * 2021-12-06 2022-04-05 广西师范大学 Ellipse fitting-based ellipse object segmentation method
CN115345540A (en) * 2022-07-05 2022-11-15 广东三维家信息科技有限公司 One-dimensional blanking processing method, system, equipment and storage medium
CN115460252A (en) * 2022-09-19 2022-12-09 佐岚门窗(上海)有限公司 System door and window intelligent operation detection system based on data analysis
CN115221221A (en) * 2022-09-21 2022-10-21 华远电气股份有限公司 Frequency converter operating efficiency intelligent supervision system based on data analysis
CN116468218A (en) * 2023-03-13 2023-07-21 明度智云(浙江)科技有限公司 Data processing method and system for production plan scheduling

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