CN117291506A - Raw material inventory data intelligent management system based on liquid veterinary drug production - Google Patents
Raw material inventory data intelligent management system based on liquid veterinary drug production Download PDFInfo
- Publication number
- CN117291506A CN117291506A CN202311575568.1A CN202311575568A CN117291506A CN 117291506 A CN117291506 A CN 117291506A CN 202311575568 A CN202311575568 A CN 202311575568A CN 117291506 A CN117291506 A CN 117291506A
- Authority
- CN
- China
- Prior art keywords
- raw materials
- raw material
- various pharmaceutical
- period
- various
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Withdrawn
Links
- 239000002994 raw material Substances 0.000 title claims abstract description 497
- 239000007788 liquid Substances 0.000 title claims abstract description 136
- 239000000273 veterinary drug Substances 0.000 title claims abstract description 60
- 238000004519 manufacturing process Methods 0.000 title claims abstract description 57
- 238000012856 packing Methods 0.000 claims abstract description 7
- 238000012544 monitoring process Methods 0.000 claims description 86
- 239000003814 drug Substances 0.000 claims description 59
- 238000004458 analytical method Methods 0.000 claims description 55
- 238000000034 method Methods 0.000 claims description 55
- 229940079593 drug Drugs 0.000 claims description 23
- 238000007726 management method Methods 0.000 claims description 20
- 238000012937 correction Methods 0.000 claims description 9
- 238000006467 substitution reaction Methods 0.000 claims description 3
- 238000004364 calculation method Methods 0.000 claims 1
- 238000013523 data management Methods 0.000 abstract description 10
- 230000001186 cumulative effect Effects 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 238000007792 addition Methods 0.000 description 1
- 230000002411 adverse Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 230000001419 dependent effect Effects 0.000 description 1
- 230000006866 deterioration Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000013178 mathematical model Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 239000000047 product Substances 0.000 description 1
- 239000013589 supplement Substances 0.000 description 1
- 239000002699 waste material Substances 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/04—Manufacturing
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Strategic Management (AREA)
- Human Resources & Organizations (AREA)
- Economics (AREA)
- Tourism & Hospitality (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Marketing (AREA)
- General Physics & Mathematics (AREA)
- Entrepreneurship & Innovation (AREA)
- General Business, Economics & Management (AREA)
- Quality & Reliability (AREA)
- Operations Research (AREA)
- Development Economics (AREA)
- Accounting & Taxation (AREA)
- Finance (AREA)
- Data Mining & Analysis (AREA)
- Manufacturing & Machinery (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Primary Health Care (AREA)
- Game Theory and Decision Science (AREA)
- General Factory Administration (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Abstract
The invention relates to the field of stock data management of raw materials for liquid veterinary drug production, and particularly discloses an intelligent raw material stock data management system based on liquid veterinary drug production, which is used for predicting the consumption of pharmaceutical raw materials in the current time period by acquiring the historical consumption of the pharmaceutical raw materials so as to further obtain the accumulated demand of the pharmaceutical raw materials in a stock replenishment period; acquiring production date, validity period, storage environment information and external packing information of pharmaceutical raw materials in a warehouse, and correcting the stock quantity of the current pharmaceutical raw materials to obtain the actual stock quantity of the current pharmaceutical raw materials; according to the accumulated demand and the actual stock quantity of the pharmaceutical raw materials, whether the pharmaceutical raw materials are in shortage or not is judged, feedback is carried out, insufficient raw materials can be timely supplemented by reasonably controlling the stock level of the liquid veterinary raw materials, production interruption or delay is avoided, meanwhile, enterprises are helped to save cost, and stock backlog and capital occupation are reduced.
Description
Technical Field
The invention relates to the field of stock data management of raw materials for liquid veterinary drug production, in particular to an intelligent stock data management system of raw materials based on liquid veterinary drug production.
Background
The management of stock data of raw materials for liquid veterinary drug production refers to the recording and monitoring of the quantity, quality, validity period and other aspects of raw materials required by the production of liquid veterinary drug by enterprises. If raw material inventory data management is not performed, adverse consequences such as production interruption, quality problems, capital waste, and supply chain instability may result. Therefore, it is very important to manage inventory data of raw materials for liquid veterinary drug production.
The existing management method for stock data of raw materials for liquid veterinary drug production has some defects: on the one hand, the existing method lacks predictive analysis on the demand of the raw materials of the liquid veterinary medicine, or is insufficient and comprehensive in analysis, and further cannot monitor the stock level of the raw materials of the liquid veterinary medicine in advance and further regulate and control the production plan of the raw materials of the liquid veterinary medicine, so that the situations of insufficient stock or stock backlog of the raw materials of the liquid veterinary medicine easily occur, the stock deficiency can interrupt or delay the production of the liquid veterinary medicine, the stock backlog can increase the risk of overdue and deterioration of the raw materials of the liquid veterinary medicine, and meanwhile, the cost and the capital occupation are increased, so that the sustainable development of enterprises is affected.
On the other hand, when the stock level of the liquid veterinary medicine raw material is monitored, the existing method directly compares the predicted demand amount of the liquid veterinary medicine raw material with the stock amount of the current liquid veterinary medicine raw material, the stock amount of the liquid veterinary medicine raw material is not checked, expired, damaged or deteriorated products possibly exist in the liquid veterinary medicine raw material stored in a warehouse and are not detected and cleaned in time, and further, the stock amount data of the current liquid veterinary medicine raw material is distorted, so that a larger error exists in the analysis result of the stock level of the liquid veterinary medicine raw material, and the stability of the production and supply of the liquid veterinary medicine is affected.
Disclosure of Invention
Aiming at the problems, the invention provides an intelligent raw material inventory data management system based on liquid veterinary drug production, which realizes the function of raw material inventory data management in liquid veterinary drug production.
The technical scheme adopted for solving the technical problems is as follows: the invention provides an intelligent raw material inventory data management system based on liquid veterinary drug production, which comprises the following components: the historical consumption acquisition module of the raw materials of the liquid veterinary drugs: the method is used for obtaining sales of various liquid veterinary medicines produced by target pharmaceutical companies in various time periods in the monitoring period, and further obtaining consumption of various pharmaceutical raw materials in various time periods in the monitoring period by combining various pharmaceutical raw materials and corresponding doses required by the production of various liquid veterinary medicines.
Current consumption prediction module of liquid veterinary raw materials: the method is used for predicting the estimated consumption of various pharmaceutical raw materials in the current time period according to the consumption of various pharmaceutical raw materials in each time period in the monitoring period and obtaining the consumption of various pharmaceutical raw materials in each history time period in each history year in the history period.
The liquid veterinary raw material accumulated demand prediction module comprises: the method is used for acquiring the interval duration between the current time period and the next stock replenishment time of the raw material storage warehouse of the target pharmaceutical company, recording the interval duration as a stock replenishment period, and estimating the accumulated demand of various pharmaceutical raw materials in the stock replenishment period according to the estimated consumption of various pharmaceutical raw materials in the current time period.
Stock quantity counting module for liquid veterinary drug raw materials: the method is used for acquiring the production date, the validity period, the storage environment information and the outer package information of each raw material in the raw material storage warehouse of the target pharmaceutical company, correcting the stock quantity of each pharmaceutical raw material in the raw material storage warehouse of the current target pharmaceutical company, and obtaining the actual stock quantity of each pharmaceutical raw material in the raw material storage warehouse of the current target pharmaceutical company.
The stock state analysis module of the raw materials of the liquid veterinary medicine: the method is used for judging whether the various pharmaceutical raw materials are in shortage or not according to the accumulated demand of the various pharmaceutical raw materials in the stock replenishment period and the actual stock of the various pharmaceutical raw materials in the stock storage warehouse of the current target pharmaceutical company, further acquiring the various pharmaceutical raw materials in shortage and the corresponding demand increment amount, and feeding the various pharmaceutical raw materials in shortage back to the production management department of the target pharmaceutical company.
Database: is used for storing the component information of various liquid veterinary medicines produced by target pharmaceutical companies.
Based on the above embodiment, the specific analysis process of the historical consumption acquisition module for raw materials of liquid veterinary drugs is as follows: and setting the duration of the monitoring period, and dividing the monitoring period according to a preset equal time length principle to obtain each time period in the monitoring period.
The sales of various liquid veterinary medicines produced by target pharmaceutical companies in each time period in the monitoring period are obtained and recorded as，/>Indicate->Number of each time period>，/>Indicate->Numbering of liquid veterinary medicine,/->。
Extracting component information of various liquid veterinary medicines produced by target pharmaceutical company stored in database, obtaining various pharmaceutical raw materials required by production of various liquid veterinary medicines, and obtaining dosage of various pharmaceutical raw materials required by production unit quantity of various liquid veterinary medicinesThis is denoted as，/>Represents the>Numbering of the raw materials of the seed medicine, jersey>。
By analysis of formulasObtaining the accumulated dose of the various pharmaceutical raw materials consumed by the various liquid veterinary drugs in each time period in the monitoring period>Wherein->Indicating the compensation quantity of the accumulated dosage of the preset liquid veterinary drug consumed pharmaceutical raw materials.
And classifying and counting the accumulated doses of various pharmaceutical raw materials consumed by various liquid veterinary medicines in each time period in the monitoring period to obtain the consumption of various pharmaceutical raw materials in each time period in the monitoring period.
On the basis of the above embodiment, the specific analysis process of the current consumption prediction module of the liquid veterinary raw material comprises the following steps: drawing consumption trend curves of various pharmaceutical raw materials in a monitoring period according to the consumption of various pharmaceutical raw materials in various time periods in the monitoring period, obtaining functions corresponding to the consumption trend curves of the various pharmaceutical raw materials in the monitoring period, recording the functions as consumption characteristic functions of the various pharmaceutical raw materials in the monitoring period, substituting the current time period into the consumption characteristic functions of the various pharmaceutical raw materials in the monitoring period to obtain estimated consumption of the various pharmaceutical raw materials in the current time period predicted by the monitoring period, and recording the estimated consumption as the estimated consumption of the various pharmaceutical raw materials in the current time periodWherein->Indicate->Numbering of the raw materials of the seed medicine, jersey>。
On the basis of the above embodiment, the specific analysis process of the current consumption prediction module of the liquid veterinary raw material further includes: setting the duration of the historical period, acquiring the consumption of various pharmaceutical raw materials in each historical time period in each historical monitoring period in each historical year of the historical period, further analyzing the estimated consumption of various pharmaceutical raw materials in the current time period predicted by the historical monitoring period in each historical year of the historical period, and recording the estimated consumption as，/>Indicate->Number of history year>。
By analysis of formulasObtaining estimated consumption of various pharmaceutical raw materials in the current time period>Wherein->Represents the number of historical years, +.>And the correction quantity of the estimated consumption of the pharmaceutical raw material in the preset current time period is represented.
Based on the above embodiment, the specific analysis process of the module for estimating the cumulative demand of raw materials of the liquid veterinary drug includes: acquiring the interval length between the current time period and the next stock replenishment time of the raw material storage warehouse of the target pharmaceutical company, marking the interval length as a stock replenishment period, acquiring the length of the stock replenishment period, and marking the interval length as the stock replenishment periodAnd the duration of the current period is recorded as +.>。
Obtaining the consumption increase rate of various pharmaceutical raw materials in each time period in the monitoring period according to the consumption of various pharmaceutical raw materials in each time period in the monitoring period, calculating the average value to obtain a first reference consumption increase rate of various pharmaceutical raw materials, and recording the first reference consumption increase rate as。
According to the consumption of various pharmaceutical raw materials in each historical time period in each historical monitoring period in each historical year of the historical period, obtaining the consumption increase rate of various pharmaceutical raw materials in each historical time period in each historical monitoring period in each historical year of the historical period, and calculating the average value to obtain a second reference consumption increase rate of various pharmaceutical raw materials, and recording the second reference consumption increase rate as。
By analysis of formulasObtaining reference consumption increase rate of various pharmaceutical raw materials>Wherein->Weights respectively representing a preset first reference consumption increase rate and a second reference consumption increase rate,。
based on the above embodiment, the specific analysis process of the module for estimating the cumulative demand of raw materials of liquid veterinary drugs further includes: duration of the replenishment cycle for inventoryDuration of the current time period ∈ ->Estimated consumption of various pharmaceutical raw materials in the present time period +.>And reference consumption increase rate of various pharmaceutical raw materials +.>Substitution into analytical formulaObtaining the accumulated demand of various pharmaceutical raw materials in the stock replenishment period>WhereinIndicating +.>Number of each time period>，/>Indicating the number of time periods contained in the inventory replenishment cycle, < > and>，/>representing the prime symbol, ">，/>A correction amount representing the accumulated demand of pharmaceutical raw materials for a preset stock replenishment period.
Based on the above embodiment, the specific analysis process of the stock inventory module for liquid veterinary drug raw materials comprises: the production date and the validity period of each raw material in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company are obtained, the limit date of each raw material in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company is obtained, and the number of one type of removed raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company is further obtained.
The method comprises the steps of obtaining storage environment information of each raw material in various pharmaceutical raw materials in a raw material storage warehouse of a target pharmaceutical company, obtaining temperature, humidity and light intensity of each raw material stored in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company, and further obtaining the number of class II removed raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company.
And obtaining the outer package information of each raw material in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company, and further obtaining the number of three types of removed raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company.
Based on the above embodiment, the specific analysis process of the stock inventory module for liquid veterinary drug raw materials further includes: according to the number of one type of rejected raw materials, the number of two types of rejected raw materials and the number of three types of rejected raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company, various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical companyCorrecting the stock quantity to obtain the actual stock quantity of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company, and recording the actual stock quantity as。
On the basis of the above embodiment, the specific analysis process of the liquid veterinary raw material inventory status analysis module includes: by analysis of formulasObtaining stock tension coefficient of various pharmaceutical raw materials>WhereinCorrection factor representing preset stock tension factor, < ->Representing natural constant->A threshold value representing a deviation between a preset accumulated demand amount of pharmaceutical raw material and an actual stock amount.
On the basis of the above embodiment, the specific analysis process of the liquid veterinary raw material inventory status analysis module further includes: comparing the inventory tension coefficient of various pharmaceutical raw materials with a preset inventory tension coefficient threshold value, and counting various pharmaceutical raw materials with inventory tension if the inventory tension coefficient of a certain pharmaceutical raw material is larger than the preset inventory tension coefficient threshold value.
The absolute value of the difference between the accumulated demand of the various pharmaceutical raw materials under inventory and the actual inventory is recorded as the demand increase amount of the various pharmaceutical raw materials under inventory.
The production management department of the target pharmaceutical company is fed back with various pharmaceutical raw materials with tight stock and corresponding demand increase quantities.
Compared with the prior art, the intelligent raw material inventory data management system based on liquid veterinary drug production has the following beneficial effects: 1. according to the invention, the historical sales of the liquid veterinary medicine is obtained, the historical consumption of the pharmaceutical raw materials is analyzed, the consumption of the pharmaceutical raw materials in the current time period is further predicted, the accumulated demand of the pharmaceutical raw materials in the inventory replenishment period is further obtained, the actual inventory of the current pharmaceutical raw materials is combined, whether the pharmaceutical raw materials are in tension or not is judged, feedback is carried out, the inventory level of the liquid veterinary medicine raw materials is reasonably controlled, insufficient raw materials can be timely replenished, production interruption or delay is avoided, meanwhile, enterprises are helped to save cost, and inventory backlog and capital occupation are reduced.
2. According to the invention, the production date, the validity period, the storage environment information and the external packing information of the pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company are acquired, and the stock quantity of the pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company is corrected, so that the accuracy of the stock quantity data of the current liquid veterinary raw materials is improved, and the error of the stock level analysis result of the liquid veterinary raw materials is reduced.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed for the description of the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a diagram illustrating a system module connection according to the present invention.
Fig. 2 is a schematic diagram of a flow chart of inventory data management of raw materials for liquid veterinary drug production according to the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Referring to fig. 1 and 2, the invention provides a raw material inventory data intelligent management system based on liquid veterinary drug production, which comprises a liquid veterinary drug raw material historical consumption acquisition module, a liquid veterinary drug raw material current consumption prediction module, a liquid veterinary drug raw material accumulated demand prediction module, a liquid veterinary drug raw material inventory counting module, a liquid veterinary drug raw material inventory state analysis module and a database.
The liquid veterinary medicine raw material current consumption prediction module is connected with the liquid veterinary medicine raw material historical consumption acquisition module and the liquid veterinary medicine raw material accumulated demand prediction module respectively, the liquid veterinary medicine raw material inventory state analysis module is connected with the liquid veterinary medicine raw material accumulated demand prediction module and the liquid veterinary medicine raw material inventory counting module respectively, and the database is connected with the liquid veterinary medicine raw material historical consumption acquisition module.
The historical consumption acquisition module of the liquid veterinary medicine raw materials is used for acquiring sales of various liquid veterinary medicines produced by target pharmaceutical companies in each time period in the monitoring period, and combining various pharmaceutical raw materials and corresponding doses required by the production of various liquid veterinary medicines to further obtain consumption of various pharmaceutical raw materials in each time period in the monitoring period.
Further, the specific analysis process of the historical consumption acquisition module of the raw materials of the liquid veterinary drug is as follows: and setting the duration of the monitoring period, and dividing the monitoring period according to a preset equal time length principle to obtain each time period in the monitoring period.
The sales of various liquid veterinary medicines produced by target pharmaceutical companies in each time period in the monitoring period are obtained and recorded as，/>Indicate->Number of each time period>，/>Indicate->Numbering of liquid veterinary medicine,/->。
Extracting component information of various liquid veterinary medicines produced by target pharmaceutical company stored in database, obtaining various pharmaceutical raw materials required by production of various liquid veterinary medicines, and obtaining dosage of various pharmaceutical raw materials required by production unit quantity of various liquid veterinary medicines, and recording as，/>Represents the>Numbering of the raw materials of the seed medicine, jersey>。
By analysis of formulasObtaining the accumulated dose of the various pharmaceutical raw materials consumed by the various liquid veterinary drugs in each time period in the monitoring period>Wherein->Indicating the compensation quantity of the accumulated dosage of the preset liquid veterinary drug consumed pharmaceutical raw materials.
And classifying and counting the accumulated doses of various pharmaceutical raw materials consumed by various liquid veterinary medicines in each time period in the monitoring period to obtain the consumption of various pharmaceutical raw materials in each time period in the monitoring period.
As a preferable mode, the starting time point of the monitoring period is a set time point, and the ending time point of the monitoring period is a current time point.
The current consumption prediction module of the liquid veterinary raw materials is used for predicting the estimated consumption of various pharmaceutical raw materials in the current time period according to the consumption of various pharmaceutical raw materials in each time period in the monitoring period, and obtaining the consumption of various pharmaceutical raw materials in each history time period in each history year in the history period.
Further, the specific analysis process of the current consumption prediction module of the liquid veterinary raw materials comprises the following steps: drawing consumption trend curves of various pharmaceutical raw materials in a monitoring period according to the consumption of various pharmaceutical raw materials in various time periods in the monitoring period, obtaining functions corresponding to the consumption trend curves of the various pharmaceutical raw materials in the monitoring period, recording the functions as consumption characteristic functions of the various pharmaceutical raw materials in the monitoring period, substituting the current time period into the consumption characteristic functions of the various pharmaceutical raw materials in the monitoring period to obtain estimated consumption of the various pharmaceutical raw materials in the current time period predicted by the monitoring period, and recording the estimated consumption as the estimated consumption of the various pharmaceutical raw materials in the current time periodWherein->Indicate->Numbering of the raw materials of the seed medicine, jersey>。
As a preferable scheme, the consumption trend curve of various pharmaceutical raw materials in the monitoring period is drawn, and the specific method comprises the following steps: and establishing a coordinate system by taking the time period as an independent variable and the consumption of the pharmaceutical raw materials as a dependent variable, marking corresponding data points in the coordinate system according to the consumption of various pharmaceutical raw materials in each time period in the monitoring period, and drawing a consumption trend curve of various pharmaceutical raw materials in the monitoring period by using an establishing method of a mathematical model.
Further, the specific analysis process of the current consumption prediction module of the liquid veterinary raw material further comprises the following steps: setting the duration of the historical period, acquiring the consumption of various pharmaceutical raw materials in each historical time period in each historical monitoring period in each historical year of the historical period, further analyzing the estimated consumption of various pharmaceutical raw materials in the current time period predicted by the historical monitoring period in each historical year of the historical period, and recording the estimated consumption as，/>Indicate->Number of history year>。
As a preferred scheme, the estimated consumption of various pharmaceutical raw materials in the current time period predicted by the historical monitoring period in each historical year of the historical period is analyzed, and the specific method comprises the following steps: according to the consumption of various pharmaceutical raw materials in each historical time period in each historical monitoring period in each historical year of the historical period, drawing a consumption trend curve of various pharmaceutical raw materials in each historical monitoring period in each historical year of the historical period, obtaining a function corresponding to the consumption trend curve of various pharmaceutical raw materials in each historical monitoring period in each historical year of the historical period, recording the function as a consumption characteristic function of various pharmaceutical raw materials in each historical monitoring period in each historical year of the historical period, substituting the current time period into the consumption characteristic function of various pharmaceutical raw materials in each historical monitoring period in each historical year of the historical period, and obtaining the estimated consumption of various pharmaceutical raw materials in the current time period predicted by the historical monitoring period in each historical year of the historical period.
By analysis of formulasObtaining estimated consumption of various pharmaceutical raw materials in the current time period>Wherein->Represents the number of historical years, +.>And the correction quantity of the estimated consumption of the pharmaceutical raw material in the preset current time period is represented.
As a preferable mode, the method of obtaining the consumption amounts of the various pharmaceutical raw materials in each history period in each history year of the history period is the same as the method of obtaining the consumption amounts of the various pharmaceutical raw materials in each period in the history period.
As a preferable scheme, the method for drawing the consumption trend curves of the various pharmaceutical raw materials in the history monitoring period in each history year of the history period is the same as the method for drawing the consumption trend curves of the various pharmaceutical raw materials in the monitoring period.
The liquid veterinary raw material accumulated demand estimating module is used for acquiring the interval duration between the current time period and the next stock supply time of the raw material storage warehouse of the target pharmaceutical company, recording the interval duration as a stock supply period, and estimating the accumulated demand of various pharmaceutical raw materials in the stock supply period according to the estimated consumption of various pharmaceutical raw materials in the current time period.
Further, the specific analysis process of the liquid veterinary raw material accumulated demand prediction module comprises the following steps: acquiring the interval length between the current time period and the next stock replenishment time of the raw material storage warehouse of the target pharmaceutical company, marking the interval length as a stock replenishment period, acquiring the length of the stock replenishment period, and marking the interval length as the stock replenishment periodAnd record the duration of the current time period as。
Obtaining the consumption increase rate of various pharmaceutical raw materials in each time period in the monitoring period according to the consumption of various pharmaceutical raw materials in each time period in the monitoring period, calculating the average value to obtain a first reference consumption increase rate of various pharmaceutical raw materials, and recording the first reference consumption increase rate as。
According to the consumption of various pharmaceutical raw materials in each historical time period in each historical monitoring period in each historical year of the historical period, obtaining the consumption increase rate of various pharmaceutical raw materials in each historical time period in each historical monitoring period in each historical year of the historical period, and calculating the average value to obtain a second reference consumption increase rate of various pharmaceutical raw materials, and recording the second reference consumption increase rate as。
By analysis of formulasObtaining reference consumption increase rate of various pharmaceutical raw materials>Wherein->Weights respectively representing a preset first reference consumption increase rate and a second reference consumption increase rate,。
as a preferred embodiment, the inventory replenishment period is the duration of the interval between the start time of the current time period and the next inventory replenishment time in the raw material storage warehouse of the target pharmaceutical company.
As a preferred solution, the duration of the current time period is equal to the duration of each time period in the monitoring period.
As a preferable scheme, the consumption increase rate of various pharmaceutical raw materials in each time period in the monitoring period is obtained, and the specific method comprises the following steps: taking the example of obtaining the consumption increase rate of a certain pharmaceutical raw material in a certain time period in the monitoring period: dividing the difference result obtained by subtracting the consumption of the pharmaceutical raw material in the period adjacent to the last period of the period by the consumption of the pharmaceutical raw material in the period to obtain the consumption increase rate of the pharmaceutical raw material in the period, and further obtaining the consumption increase rate of the pharmaceutical raw material in each period, wherein when the consumption increase rate of the pharmaceutical raw material in each period is obtained, the consumption of the pharmaceutical raw material in the first period is compared with the set initial consumption of the pharmaceutical raw material.
As a preferred option, the rate of increase of the consumption of various pharmaceutical raw materials during each time period of the monitoring period may be positive, negative or zero.
As a preferable mode, the method of obtaining the rate of increase in the consumption of the various pharmaceutical raw materials in each history period in each history year of the history period is the same as the method of obtaining the rate of increase in the consumption of the various pharmaceutical raw materials in each period in the monitoring period.
Further, the specific analysis process of the liquid veterinary raw material accumulated demand prediction module further comprises: duration of the replenishment cycle for inventoryDuration of the current time period ∈ ->Estimated consumption of various pharmaceutical raw materials in the present time period +.>And reference consumption increase rate of various pharmaceutical raw materials/>Substitution of the analytical formula +.>Obtaining the accumulated demand of various pharmaceutical raw materials in the stock replenishment period>Wherein->Indicating +.>Number of each time period>，/>Indicating the number of time periods contained in the inventory replenishment cycle, < > and>，/>representing the prime symbol, ">，/>A correction amount representing the accumulated demand of pharmaceutical raw materials for a preset stock replenishment period.
As a preferred scheme, the 1 st time period in the inventory replenishment period is the current time period.
The liquid veterinary drug raw material inventory counting module is used for acquiring production dates, validity periods, storage environment information and external packing information of various raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company, correcting the inventory of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company, and obtaining the actual inventory of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company.
Further, the specific analysis process of the stock quantity counting module of the liquid veterinary drug raw materials comprises the following steps: the production date and the validity period of each raw material in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company are obtained, the limit date of each raw material in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company is obtained, and the number of one type of removed raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company is further obtained.
As a preferred scheme, the method for obtaining the number of one type of removed raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company comprises the following specific steps: comparing the limit date of each raw material in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company with the set date, if the limit date of a certain raw material in a certain pharmaceutical raw material in the raw material storage warehouse of the target pharmaceutical company is earlier than the set date, marking the raw material in the pharmaceutical raw material as a type of rejected raw material, and counting to obtain the number of the type of rejected raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company.
The method comprises the steps of obtaining storage environment information of each raw material in various pharmaceutical raw materials in a raw material storage warehouse of a target pharmaceutical company, obtaining temperature, humidity and light intensity of each raw material stored in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company, and further obtaining the number of class II removed raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company.
As a preferable scheme, the method for obtaining the number of the second class removed raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company comprises the following specific steps: comparing the temperature, humidity and light intensity of each raw material storage in various pharmaceutical raw materials in a raw material storage warehouse of a target pharmaceutical company with a preset proper temperature range, proper humidity range and proper light intensity range of the pharmaceutical raw material storage, if the temperature, humidity and light intensity of a certain raw material storage in a certain pharmaceutical raw material in the raw material storage warehouse of the target pharmaceutical company all belong to the proper ranges corresponding to the pharmaceutical raw material storage, the storage of the raw material in the pharmaceutical raw material meets the requirements, otherwise, marking the raw material in the pharmaceutical raw material as a class-II rejection raw material, and counting to obtain the quantity of the class-II rejection raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company.
And obtaining the outer package information of each raw material in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company, and further obtaining the number of three types of removed raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company.
As a preferred scheme, the method for obtaining the number of three types of rejected raw materials in various pharmaceutical raw materials in a raw material storage warehouse of a target pharmaceutical company comprises the following specific steps: and acquiring the outer packing information of each raw material in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company, if the outer packing of a certain raw material in a certain pharmaceutical raw material in the raw material storage warehouse of the target pharmaceutical company is damaged, marking the raw material in the pharmaceutical raw material as three types of rejected raw materials, and counting to obtain the number of the three types of rejected raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company.
Further, the specific analysis process of the stock quantity counting module of the liquid veterinary drug raw materials further comprises the following steps: correcting the stock quantity of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company according to the quantity of one type of removed raw materials, the quantity of two types of removed raw materials and the quantity of three types of removed raw materials in the raw material storage warehouse of the target pharmaceutical company to obtain the actual stock quantity of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company, and recording the actual stock quantity as。
As a preferred scheme, the actual stock quantity of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company is obtained, and the specific method is as follows: accumulating the number of one type of removed raw materials, the number of two types of removed raw materials and the number of three types of removed raw materials in various pharmaceutical raw materials in a raw material storage warehouse of a target pharmaceutical company to obtain the accumulated number of the removed raw materials of various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company.
The stock quantity of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company is obtained, the accumulated removed raw material quantity of various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company is subtracted, the stock quantity of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company is corrected, and the actual stock quantity of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company is obtained.
The method and the device can correct the stock quantity of the pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company by acquiring the production date, the validity period, the storage environment information and the external packing information of the pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company, so as to improve the accuracy of the stock quantity data of the current liquid veterinary raw materials, thereby reducing the error of the stock level analysis result of the liquid veterinary raw materials.
The stock state analysis module of the liquid veterinary medicine raw materials is used for judging whether the various pharmaceutical raw materials are in stock shortage or not according to the accumulated demand of the various pharmaceutical raw materials in the stock replenishment period and the actual stock of the various pharmaceutical raw materials in the stock storage warehouse of the current target pharmaceutical company, further acquiring the various pharmaceutical raw materials in stock shortage and the corresponding demand increment, and feeding the various pharmaceutical raw materials in stock shortage back to the production management department of the target pharmaceutical company.
Further, the specific analysis process of the liquid veterinary drug raw material inventory status analysis module comprises the following steps: by analysis of formulasObtaining stock tension coefficient of various pharmaceutical raw materials>Which is provided withMiddle->Correction factor representing preset stock tension factor, < ->Representing natural constant->A threshold value representing a deviation between a preset accumulated demand amount of pharmaceutical raw material and an actual stock amount.
Further, the specific analysis process of the liquid veterinary drug raw material inventory status analysis module further comprises the following steps: comparing the inventory tension coefficient of various pharmaceutical raw materials with a preset inventory tension coefficient threshold value, and counting various pharmaceutical raw materials with inventory tension if the inventory tension coefficient of a certain pharmaceutical raw material is larger than the preset inventory tension coefficient threshold value.
The absolute value of the difference between the accumulated demand of the various pharmaceutical raw materials under inventory and the actual inventory is recorded as the demand increase amount of the various pharmaceutical raw materials under inventory.
The production management department of the target pharmaceutical company is fed back with various pharmaceutical raw materials with tight stock and corresponding demand increase quantities.
It is to be noted that, the invention analyzes the historical consumption of the pharmaceutical raw materials by obtaining the historical sales of the liquid veterinary drugs, further predicts the consumption of the pharmaceutical raw materials in the current time period, further obtains the accumulated demand of the pharmaceutical raw materials in the stock supply period, combines the actual stock quantity of the current pharmaceutical raw materials, judges whether the pharmaceutical raw materials are in tension in stock, and feeds back the situation, and can timely supplement insufficient raw materials by reasonably controlling the stock level of the liquid veterinary drugs, thereby avoiding production interruption or delay, helping enterprises to save cost and reducing stock backlog and capital occupation.
The database is used for storing component information of various liquid veterinary medicines produced by target pharmaceutical companies.
The foregoing is merely illustrative and explanatory of the principles of this invention, as various modifications and additions may be made to the specific embodiments described, or similar arrangements may be substituted by those skilled in the art, without departing from the principles of this invention or beyond the scope of this invention as defined in the claims.
Claims (10)
1. Raw material inventory data intelligent management system based on liquid animal remedy production, characterized by comprising:
the historical consumption acquisition module of the raw materials of the liquid veterinary drugs: the method comprises the steps of obtaining sales of various liquid veterinary medicines produced by target pharmaceutical companies in each time period in a monitoring period, combining various pharmaceutical raw materials and corresponding doses required by the production of various liquid veterinary medicines, and further obtaining consumption of various pharmaceutical raw materials in each time period in the monitoring period;
current consumption prediction module of liquid veterinary raw materials: the method comprises the steps of predicting estimated consumption of various pharmaceutical raw materials in a current time period according to consumption of various pharmaceutical raw materials in various time periods in a monitoring period, and obtaining consumption of various pharmaceutical raw materials in various historical time periods in each historical year of a historical period;
the liquid veterinary raw material accumulated demand prediction module comprises: the method comprises the steps of obtaining the interval duration between a current time period and the next stock supply time of a raw material storage warehouse of a target pharmaceutical company, recording the interval duration as a stock supply period, and estimating the accumulated demand of various pharmaceutical raw materials in the stock supply period according to the estimated consumption of various pharmaceutical raw materials in the current time period;
stock quantity counting module for liquid veterinary drug raw materials: the method comprises the steps of acquiring production dates, validity periods, storage environment information and external packing information of various raw materials in a raw material storage warehouse of a target pharmaceutical company, and correcting the stock quantity of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company to obtain the actual stock quantity of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company;
the stock state analysis module of the raw materials of the liquid veterinary medicine: the system is used for judging whether the various pharmaceutical raw materials are in shortage or not according to the accumulated demand of the various pharmaceutical raw materials in the inventory replenishment period and the actual inventory of the various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company, further acquiring the various pharmaceutical raw materials in shortage and the corresponding demand increment, and feeding the various pharmaceutical raw materials in shortage back to the production management department of the target pharmaceutical company;
database: is used for storing the component information of various liquid veterinary medicines produced by target pharmaceutical companies.
2. The intelligent management system for raw material inventory data based on liquid veterinary drug production of claim 1, wherein: the specific analysis process of the historical consumption acquisition module of the raw materials of the liquid veterinary drug is as follows:
setting the duration of a monitoring period, and dividing the monitoring period according to a preset equal time length principle to obtain each time period in the monitoring period;
the sales of various liquid veterinary medicines produced by target pharmaceutical companies in each time period in the monitoring period are obtained and recorded as，/>Indicate->Number of each time period>，/>Indicate->Numbering of liquid veterinary medicine,/->；
Extracting component information of various liquid veterinary medicines produced by target pharmaceutical company stored in database, obtaining various pharmaceutical raw materials required by production of various liquid veterinary medicines, and obtaining dosage of various pharmaceutical raw materials required by production unit quantity of various liquid veterinary medicines, and recording as，/>Represents the>Numbering of the raw materials of the seed medicine, jersey>；
By analysis of formulasObtaining the accumulated dose of the various pharmaceutical raw materials consumed by the various liquid veterinary drugs in each time period in the monitoring period>Wherein->Representing the compensation quantity of the accumulated dosage of the preset consumed pharmaceutical raw materials of the liquid veterinary drug;
and classifying and counting the accumulated doses of various pharmaceutical raw materials consumed by various liquid veterinary medicines in each time period in the monitoring period to obtain the consumption of various pharmaceutical raw materials in each time period in the monitoring period.
3. The intelligent management system for raw material inventory data based on liquid veterinary drug production of claim 1, wherein: the specific analysis process of the current consumption prediction module of the liquid veterinary drug raw material comprises the following steps:
drawing consumption trend curves of various pharmaceutical raw materials in a monitoring period according to the consumption of various pharmaceutical raw materials in various time periods in the monitoring period, obtaining functions corresponding to the consumption trend curves of the various pharmaceutical raw materials in the monitoring period, recording the functions as consumption characteristic functions of the various pharmaceutical raw materials in the monitoring period, substituting the current time period into the consumption characteristic functions of the various pharmaceutical raw materials in the monitoring period to obtain estimated consumption of the various pharmaceutical raw materials in the current time period predicted by the monitoring period, and recording the estimated consumption as the estimated consumption of the various pharmaceutical raw materials in the current time periodWherein->Indicate->Numbering of the raw materials of the seed medicine, jersey>。
4. A raw material inventory data intelligent management system based on liquid veterinary drug production according to claim 3, wherein: the specific analysis process of the current consumption prediction module of the liquid veterinary drug raw material further comprises the following steps:
setting the duration of the historical period, acquiring the consumption of various pharmaceutical raw materials in each historical time period in each historical monitoring period in each historical year of the historical period, further analyzing the estimated consumption of various pharmaceutical raw materials in the current time period predicted by the historical monitoring period in each historical year of the historical period, and recording the estimated consumption as，/>Indicate->Number of history year>；
By analysis of formulasObtaining estimated consumption of various pharmaceutical raw materials in the current time period>Wherein->Represents the number of historical years, +.>And the correction quantity of the estimated consumption of the pharmaceutical raw material in the preset current time period is represented.
5. The intelligent management system for raw material inventory data based on liquid veterinary drug production of claim 4, wherein: the specific analysis process of the liquid veterinary raw material accumulated demand pre-estimating module comprises the following steps:
acquiring the interval length between the current time period and the next stock replenishment time of the raw material storage warehouse of the target pharmaceutical company, marking the interval length as a stock replenishment period, acquiring the length of the stock replenishment period, and marking the interval length as the stock replenishment periodAnd the duration of the current period is recorded as +.>；
Obtaining the consumption increase rate of various pharmaceutical raw materials in each time period in the monitoring period according to the consumption of various pharmaceutical raw materials in each time period in the monitoring period,and performing average calculation to obtain first reference consumption increase rate of various pharmaceutical raw materials, and recording it as；
According to the consumption of various pharmaceutical raw materials in each historical time period in each historical monitoring period in each historical year of the historical period, obtaining the consumption increase rate of various pharmaceutical raw materials in each historical time period in each historical monitoring period in each historical year of the historical period, and calculating the average value to obtain a second reference consumption increase rate of various pharmaceutical raw materials, and recording the second reference consumption increase rate as；
By analysis of formulasObtaining reference consumption increase rate of various pharmaceutical raw materials>WhereinWeights respectively representing a preset first reference consumption increase rate and a second reference consumption increase rate, +.>。
6. The intelligent management system for raw material inventory data based on liquid veterinary drug production of claim 5, wherein: the specific analysis process of the liquid veterinary raw material accumulated demand prediction module further comprises the following steps:
duration of the replenishment cycle for inventoryDuration of the current time period ∈ ->Estimated consumption of various pharmaceutical raw materials in the present time period +.>And reference consumption increase rate of various pharmaceutical raw materials +.>Substitution into analytical formulaObtaining the accumulated demand of various pharmaceutical raw materials in the stock replenishment period>WhereinIndicating +.>Number of each time period>，/>Indicating the number of time periods contained in the inventory replenishment cycle, < > and>，/>representing the prime symbol, ">，/>A correction amount representing the accumulated demand of pharmaceutical raw materials for a preset stock replenishment period.
7. The intelligent management system for raw material inventory data based on liquid veterinary drug production of claim 6, wherein: the specific analysis process of the stock quantity counting module of the liquid veterinary drug raw materials comprises the following steps:
obtaining the production date and the validity period of each raw material in various pharmaceutical raw materials in a raw material storage warehouse of a target pharmaceutical company, obtaining the limit date of each raw material in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company, and further obtaining the number of one type of removed raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company;
acquiring storage environment information of each raw material in various pharmaceutical raw materials in a raw material storage warehouse of a target pharmaceutical company, acquiring temperature, humidity and light intensity stored by each raw material in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company, and further acquiring the number of class II removed raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company;
and obtaining the outer package information of each raw material in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company, and further obtaining the number of three types of removed raw materials in various pharmaceutical raw materials in the raw material storage warehouse of the target pharmaceutical company.
8. The intelligent management system for raw material inventory data based on liquid veterinary drug production of claim 7, wherein: the specific analysis process of the stock quantity counting module of the liquid veterinary drug raw materials further comprises the following steps:
correcting the stock quantity of various pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical company according to the quantity of one type of removed raw materials, the quantity of two types of removed raw materials and the quantity of three types of removed raw materials in the raw material storage warehouse of the target pharmaceutical company to obtain the actual pharmaceutical raw materials in the raw material storage warehouse of the current target pharmaceutical companyStock quantity, which is recorded as。
9. The intelligent management system for raw material inventory data based on liquid veterinary drug production of claim 8, wherein: the specific analysis process of the liquid veterinary drug raw material inventory state analysis module comprises the following steps:
by analysis of formulasObtaining stock tension coefficient of various pharmaceutical raw materials>WhereinCorrection factor representing preset stock tension factor, < ->Representing natural constant->A threshold value representing a deviation between a preset accumulated demand amount of pharmaceutical raw material and an actual stock amount.
10. The intelligent management system for raw material inventory data based on liquid veterinary drug production of claim 9, wherein: the specific analysis process of the liquid veterinary drug raw material inventory state analysis module further comprises the following steps:
comparing the inventory tension coefficient of various pharmaceutical raw materials with a preset inventory tension coefficient threshold value, and counting various pharmaceutical raw materials with inventory tension if the inventory tension coefficient of a certain pharmaceutical raw material is larger than the preset inventory tension coefficient threshold value;
the absolute value of the difference between the accumulated demand of various pharmaceutical raw materials with shortage and the actual stock is recorded as the demand increasing quantity of various pharmaceutical raw materials with shortage;
the production management department of the target pharmaceutical company is fed back with various pharmaceutical raw materials with tight stock and corresponding demand increase quantities.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311575568.1A CN117291506A (en) | 2023-11-24 | 2023-11-24 | Raw material inventory data intelligent management system based on liquid veterinary drug production |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311575568.1A CN117291506A (en) | 2023-11-24 | 2023-11-24 | Raw material inventory data intelligent management system based on liquid veterinary drug production |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN117291506A true CN117291506A (en) | 2023-12-26 |
Family
ID=89244721
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202311575568.1A Withdrawn CN117291506A (en) | 2023-11-24 | 2023-11-24 | Raw material inventory data intelligent management system based on liquid veterinary drug production |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN117291506A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117575475A (en) * | 2024-01-16 | 2024-02-20 | 中铁四局集团有限公司 | Quick construction and display method for large-screen report based on data warehouse |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR20210014432A (en) * | 2019-07-30 | 2021-02-09 | 주식회사 마크에이트 | Method for accurate estimating demand of Raw Materials Using System for estimating demand of Raw Materials |
| CN115115315A (en) * | 2022-07-18 | 2022-09-27 | 深圳泽熙网络科技有限公司 | E-commerce commodity inventory quantity dynamic reminding management system based on cloud computing |
| CN116281811A (en) * | 2023-05-06 | 2023-06-23 | 山东天振药业有限公司 | Liquid veterinary medicine filling machine |
| CN116433154A (en) * | 2023-04-14 | 2023-07-14 | 多点(深圳)数字科技有限公司 | Warehouse replenishment method and device, electronic equipment and storage medium |
-
2023
- 2023-11-24 CN CN202311575568.1A patent/CN117291506A/en not_active Withdrawn
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR20210014432A (en) * | 2019-07-30 | 2021-02-09 | 주식회사 마크에이트 | Method for accurate estimating demand of Raw Materials Using System for estimating demand of Raw Materials |
| CN115115315A (en) * | 2022-07-18 | 2022-09-27 | 深圳泽熙网络科技有限公司 | E-commerce commodity inventory quantity dynamic reminding management system based on cloud computing |
| CN116433154A (en) * | 2023-04-14 | 2023-07-14 | 多点(深圳)数字科技有限公司 | Warehouse replenishment method and device, electronic equipment and storage medium |
| CN116281811A (en) * | 2023-05-06 | 2023-06-23 | 山东天振药业有限公司 | Liquid veterinary medicine filling machine |
Non-Patent Citations (2)
| Title |
|---|
| AUGUSTO RIBEIRO等: "《Sales prediction for a pharmaceutical distribution company A data mining based approach》", 2016 11TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES * |
| 高东东，王凤忠，成祥玉: "《基于需求预测的电商仓库库存研究》", 物流技术, no. 8 * |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117575475A (en) * | 2024-01-16 | 2024-02-20 | 中铁四局集团有限公司 | Quick construction and display method for large-screen report based on data warehouse |
| CN117575475B (en) * | 2024-01-16 | 2024-04-12 | 中铁四局集团有限公司 | Quick construction and display method for large-screen report based on data warehouse |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN117291506A (en) | Raw material inventory data intelligent management system based on liquid veterinary drug production | |
| US11093893B2 (en) | Apparatus and method of maintaining accurate perpetual inventory information | |
| CN116230191B (en) | Intelligent management method and system for infusion medical consumables | |
| CN112529491B (en) | Inventory management method and device | |
| US20080177599A1 (en) | Method Of Determining Safety Stock Levels | |
| US20180210991A1 (en) | Prognostic method and apparatus for a processing apparatus | |
| EP1640897A1 (en) | Order reception prediction system, order reception prediction method, and order reception prediction program | |
| TW200415496A (en) | Inventory management method, inventory management system and inventory management program | |
| JP2005527013A (en) | Method and system for quickly publishing and forecasting pharmaceutical market information | |
| CN114493726A (en) | Order monitoring method and monitoring platform | |
| CN114240473A (en) | Sku-based intelligent replenishment method and system | |
| US20090043619A1 (en) | Evaluation of a Process Metric | |
| CN115331795B (en) | Traditional Chinese medicine central pharmacy management system | |
| JP2006228035A (en) | Selecting method and system of inventory replenishment model | |
| CN113762891A (en) | Steel storage management method and system based on region space | |
| JP3954538B2 (en) | Order prediction system | |
| CN116682540A (en) | Automatic replenishment method, system, equipment and storage medium for medical consumable | |
| CN111027803A (en) | Construction management method and construction management system | |
| WO2022190596A1 (en) | Information processing device, stock management system, information processing method, and program | |
| US20090192843A1 (en) | Method and system for time-standard development | |
| CN115600772A (en) | Prediction management system for physical defervescence product | |
| CN113642248A (en) | Method and device for evaluating remaining service time of positioning equipment | |
| CN113592380B (en) | Method and device for configuring safety stock | |
| CN118261500A (en) | Processing method, device, equipment and medium of office equipment in logistics industry | |
| CN111275382B (en) | Intelligent checking and managing method and system for tobacco sheet inventory |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| WW01 | Invention patent application withdrawn after publication |
Application publication date: 20231226 |