CN104732426A - Agricultural product production and sale decision-making method, device and system - Google Patents
Agricultural product production and sale decision-making method, device and system Download PDFInfo
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Abstract
The invention discloses an agricultural product production and sale decision-making method, device and system. The method includes the steps that growing environment monitoring data in a database are obtained; according to the growing environment monitoring data, predictive production quantity of an agricultural product in at least one day in the future is generated; total production quantity of the agricultural product is obtained and is the sum of the predictive production quantity and current inventory quantity; according to the total production quantity and prestored agricultural product market data, a sale scheme is generated, wherein the agricultural product market data include sale regions and sale prices and sale quantity corresponding to the sale regions, and the sale scheme comprises the sale regions and presale prices and distribution quantity corresponding to the sale regions. According to the technical scheme, with the sum of the predictive production quantity in several future days and the current inventory quantity as the total production quantity of the agricultural product, according to the total production quantity and market data of the agricultural product, data such as the agricultural product sale regions and the presale prices and the distribution quantity corresponding to the sale regions are generated, and therefore the efficiency and accuracy of agricultural product production and sale decision-making are improved.
Description
Technical field
The present invention relates to reading intelligent agriculture technical field, particularly relate to a kind of agricultural product production and marketing decision-making technique, Apparatus and system.
Background technology
China is large agricultural country, and agricultural is the lifeblood of Chinese national economy, the immense pressure that Future population increases day by day, has higher requirement to rationally effective production and selling of agricultural product.Traditional agricultural product production and marketing pattern, goes demand and the price of estimated market value to manually, and adjusts the production and selling of product according to market situation, and this mode workload is comparatively large, and information feed back is slow, and accurately not prompt enough to the assurance in market.Along with the development in an all-round way of social informatization, every scientific management technology is widely used in all trades and professions, facilitates the development in an all-round way of the causes such as China's agricultural, industry, finance, education, culture.People obtain, utilize the demand of information more and more higher, and the producing and selling integration of agricultural product provides advanced person, easily Informational support to agricultural production enterprise.
But also there is the phenomenons such as information feed back is slow, market management policy development is not prompt enough, accurate in existing agricultural product production and marketing and the process of circulation, the production and marketing efficiency of decision-making that result in agricultural product is low, the problem that time waste is serious.
Summary of the invention
In view of this, the present invention proposes a kind of agricultural product production and marketing decision-making technique, Apparatus and system, low with the production and marketing efficiency of decision-making solving agricultural product, the problem of poor accuracy, improves the production and marketing efficiency of decision-making and the accuracy of agricultural product.
For reaching this object, the present invention by the following technical solutions:
First aspect, the embodiment of the present invention provides a kind of agricultural product production and marketing decision-making technique, comprising:
Obtain the growing environment monitoring data in database;
According to described growing environment monitoring data, generate the prediction turnout of following at least intraday agricultural product;
Obtain the production of agricultural product, described production is the summation of described prediction turnout and Current Library storage;
According to described production and the market for farm products data prestored, generate sale scheme, wherein, described market for farm products data comprise: the selling price of market and correspondence thereof and sales volume, and described sale scheme comprises: the presell price of market and correspondence thereof and sendout.
Further, before obtaining the growing environment monitoring data in database, also comprise:
Obtain the growing environment monitoring data that at least one monitoring point collects;
Described growing environment monitoring data are stored in database.
Further, also comprise:
According to described production and the market for farm products data prestored, adjustment production scale.
Further, according to described production and the market for farm products data prestored, generate sale scheme and comprise:
Obtain the default alternatives in database;
According to described default alternatives, set up the corresponding mathematical model of sale scheme;
According to described production and the market for farm products data prestored, and described mathematical model, generate sale scheme.
Second aspect, the embodiment of the present invention provides a kind of agricultural product production and marketing decision making device, comprising:
First acquiring unit, for obtaining the growing environment monitoring data in database;
First generation unit, for according to described growing environment monitoring data, generates the prediction turnout of following at least intraday agricultural product;
Second acquisition unit, for obtaining the production of agricultural product, described production is the summation of described prediction turnout and Current Library storage;
Second generation unit, for according to described production and the market for farm products data that prestore, generate sale scheme, wherein, described market for farm products data comprise: the selling price of market and correspondence thereof and sales volume, and described sale scheme comprises: the presell price of market and correspondence thereof and sendout.
Further, also comprise:
Data capture unit, for obtaining the growing environment monitoring data that at least one monitoring point collects;
Data storage cell, for being stored into described growing environment monitoring data in database.
Further, also comprise:
Adjustment unit, for according to described production and the market for farm products data prestored, adjusts production scale.
Further, described second generation unit comprises:
Scheme obtains subelement, for obtaining the default alternatives in database;
Subelement set up by model, for according to described default alternatives, sets up the corresponding mathematical model of sale scheme;
Schemes generation subelement, for according to described production and the market for farm products data that prestore, and described mathematical model, generate sale scheme.
The third aspect, the embodiment of the present invention provides a kind of agricultural product production and marketing decision system, comprises above-mentioned agricultural product production and marketing decision making device, also comprises at least one monitoring point.
Further, described monitoring point comprises following at least one monitoring equipment:
Optical sensor, for detecting the intensity of illumination in crop growth environment;
Temperature sensor, for detecting the temperature in crop growth soil;
Humidity sensor, for detecting the humidity in crop growth soil;
Soil sensor, for detecting the content of at least one element in crop growth soil.
Agricultural product production and marketing decision-making technique, Apparatus and system that the embodiment of the present invention provides, according to the growing environment monitoring data of the agricultural product obtained from database, the turnout of the prediction agricultural product of following several days, using turnout and Current Library storage and as the production of agricultural product, according to the marketing data of production and agricultural product, generate the market of agricultural product and the data such as the presell price of correspondence and sendout thereof, improve the production and marketing efficiency of decision-making and the accuracy of agricultural product.
Accompanying drawing explanation
In order to the technical scheme of exemplary embodiment of the present is clearly described, one is done to the accompanying drawing used required for describing in embodiment below and simply introduce.Obviously, the accompanying drawing introduced is the accompanying drawing of a part of embodiment that the present invention will describe, instead of whole accompanying drawings, for those of ordinary skill in the art, under the prerequisite not paying creative work, can also obtain other accompanying drawing according to these accompanying drawings.
Fig. 1 is the process flow diagram of the agricultural product production and marketing decision-making technique that the embodiment of the present invention one provides;
Fig. 2 is the structural representation of the agricultural product production and marketing decision making device that the embodiment of the present invention two provides.
Embodiment
For making the object, technical solutions and advantages of the present invention clearly, below with reference to the accompanying drawing in the embodiment of the present invention, by embodiment, technical scheme of the present invention is intactly described.Obviously; described embodiment is a part of embodiment of the present invention, instead of whole embodiments, based on embodiments of the invention; the every other embodiment that those of ordinary skill in the art obtain under the prerequisite not making creative work, all falls within protection scope of the present invention.
Embodiment one
Fig. 1 gives the process flow diagram of the agricultural product production and marketing decision-making technique that the present embodiment one provides, and the method can be performed by agricultural product production and marketing decision making device, and wherein said device can by software and/or hardware implementing.As shown in Figure 1, the agricultural product production and marketing decision-making technique that the present embodiment provides comprises following operation:
Operation S101, obtains the growing environment monitoring data in database;
Following operation was also comprised: obtain the growing environment monitoring data that at least one monitoring point collects before this operation; Described growing environment monitoring data are stored in database.
Wherein, described monitoring point can be made up of sensor group, and described sensor group can comprise following at least one sensor: optical sensor, temperature sensor, humidity sensor and soil sensor.Described sensor group is for gathering the environmental monitoring data of crops.
Operation S102, according to described growing environment monitoring data, generates the prediction turnout of following at least intraday agricultural product;
According to growing environment monitoring data, and the growth indexes of crops, predict the turnout of agricultural product in following at least one sky.Wherein, described growth indexes comprises leaf area index, plant height, dry matter weight, NDVI (the Normalized Difference Vegetation Index of crops, normalized differential vegetation index), SAVI (Soil Adjusted Vegetation Index, soil regulates vegetation index) and the physiological characteristic parameter such as CHL (thechlorophyll content, chlorophyll content).
Operation S103, obtain the production of agricultural product, described production is the summation of described prediction turnout and Current Library storage;
Operation S104, according to described production and the market for farm products data prestored, generate sale scheme, wherein, described market for farm products data comprise: the selling price of market and correspondence thereof and sales volume, and described sale scheme comprises: the presell price of market and correspondence thereof and sendout.
According to described production and the market for farm products data prestored, generate sale scheme and comprise: obtain the default alternatives in database; According to described default alternatives, set up the corresponding mathematical model of sale scheme; According to described production and the market for farm products data prestored, and described mathematical model, generate sale scheme.
Concrete, obtain from database and preset alternatives, described default alternatives can for solving the formula of optimization problem or algorithm or history production and sales scheme, according to described alternatives, non-structured operation optimization problem and sale optimization problem are converted to corresponding structure problem, such as, production optimal problem is converted into the maximal value Solve problems calculating the difference of producing return and Productive statistics, the max problem calculating enterprise profit is converted into by selling optimization problem, generate the operation optimization problem be structured and the mathematical model of selling optimization problem, according to described production and the market for farm products data prestored, and described mathematical model, generate sale scheme, and the sale scheme of generation is stored in database.According to agricultural product price, sales volume and the conditions of demand on current each sales target ground, in conjunction with the dynamic production of agricultural product, the expected price of rational arrangement various places agricultural product and sell allocative decision, and then agricultural product production and sales Decision Quality can be improved, reduce production and sales cost, save time, improve production and sales efficiency.
In addition, according to described production and the market for farm products data prestored, production scale can also be adjusted.
The agricultural product production and marketing decision-making technique that the embodiment of the present invention provides, according to the growing environment monitoring data of the agricultural product obtained from database, the turnout of the prediction agricultural product of following several days, using turnout and Current Library storage and as the production of agricultural product, according to the marketing data of production and agricultural product, generate the market of agricultural product and the data such as the presell price of correspondence and sendout thereof, improve the production and marketing efficiency of decision-making and the accuracy of agricultural product.
Embodiment two
Fig. 2 gives the structural representation of the agricultural product production and marketing decision making device that the embodiment of the present invention two provides.As shown in Figure 2, the agricultural product production and marketing decision making device that the present embodiment provides, comprising:
First acquiring unit 210, for obtaining the growing environment monitoring data in database;
First generation unit 220, for according to described growing environment monitoring data, generates the prediction turnout of following at least intraday agricultural product;
Second acquisition unit 230, for obtaining the production of agricultural product, described production is the summation of described prediction turnout and Current Library storage;
Second generation unit 240, for according to described production and the market for farm products data that prestore, generate sale scheme, wherein, described market for farm products data comprise: the selling price of market and correspondence thereof and sales volume, and described sale scheme comprises: the presell price of market and correspondence thereof and sendout.
Further, also comprise:
Data capture unit, for obtaining the growing environment monitoring data that at least one monitoring point collects;
Data storage cell, for being stored into described growing environment monitoring data in database.
Further, also comprise:
Adjustment unit, for according to described production and the market for farm products data prestored, adjusts production scale.
Further, described second generation unit 240 comprises:
Scheme obtains subelement, for obtaining the default alternatives in database;
Subelement set up by model, for according to described default alternatives, sets up the corresponding mathematical model of sale scheme;
Schemes generation subelement, for according to described production and the market for farm products data that prestore, and described mathematical model, generate sale scheme.
The agricultural product production and marketing decision making device that the embodiment of the present invention provides can perform the agricultural product production and marketing decision-making technique that the embodiment of the present invention one provides, and possesses the corresponding functional module of manner of execution and beneficial effect.
Embodiment three
The embodiment of the present invention three provides a kind of agricultural product production and marketing decision system, comprises the agricultural product production and marketing decision making device that embodiment two provides, also comprises at least one monitoring point.
Further, described monitoring point comprises following at least one monitoring equipment:
Optical sensor, for detecting the intensity of illumination in crop growth environment;
Temperature sensor, for detecting the temperature in crop growth soil;
Humidity sensor, for detecting the humidity in crop growth soil;
Soil sensor, for detecting the content of at least one element in crop growth soil.
The agricultural product production and marketing decision system that the embodiment of the present invention provides comprises the agricultural product production and marketing decision making device that embodiment two provides, described agricultural product production and marketing decision making device can perform the agricultural product production and marketing decision-making technique that the embodiment of the present invention one provides, and possesses the corresponding functional module of manner of execution and beneficial effect.
The know-why that above are only preferred embodiment of the present invention and use.The invention is not restricted to specific embodiment described here, the various significant changes can carried out for a person skilled in the art, readjust and substitute all can not depart from protection scope of the present invention.Therefore, although be described in further detail invention has been by above embodiment, the present invention is not limited only to above embodiment, when not departing from the present invention's design, can also comprise other Equivalent embodiments more, and scope of the present invention is determined by the scope of claim.
Claims (10)
1. an agricultural product production and marketing decision-making technique, is characterized in that, comprising:
Obtain the growing environment monitoring data in database;
According to described growing environment monitoring data, generate the prediction turnout of following at least intraday agricultural product;
Obtain the production of agricultural product, described production is the summation of described prediction turnout and Current Library storage;
According to described production and the market for farm products data prestored, generate sale scheme, wherein, described market for farm products data comprise: the selling price of market and correspondence thereof and sales volume, and described sale scheme comprises: the presell price of market and correspondence thereof and sendout.
2. agricultural product production and marketing decision-making technique according to claim 1, is characterized in that, before obtaining the growing environment monitoring data in database, also comprises:
Obtain the growing environment monitoring data that at least one monitoring point collects;
Described growing environment monitoring data are stored in database.
3. agricultural product production and marketing decision-making technique according to claim 1, is characterized in that, also comprise:
According to described production and the market for farm products data prestored, adjustment production scale.
4. agricultural product production and marketing decision-making technique according to claim 1, is characterized in that, according to described production and the market for farm products data prestored, generates sale scheme and comprises:
Obtain the default alternatives in database;
According to described default alternatives, set up the corresponding mathematical model of sale scheme;
According to described production and the market for farm products data prestored, and described mathematical model, generate sale scheme.
5. an agricultural product production and marketing decision making device, is characterized in that, comprising:
First acquiring unit, for obtaining the growing environment monitoring data in database;
First generation unit, for according to described growing environment monitoring data, generates the prediction turnout of following at least intraday agricultural product;
Second acquisition unit, for obtaining the production of agricultural product, described production is the summation of described prediction turnout and Current Library storage;
Second generation unit, for according to described production and the market for farm products data that prestore, generate sale scheme, wherein, described market for farm products data comprise: the selling price of market and correspondence thereof and sales volume, and described sale scheme comprises: the presell price of market and correspondence thereof and sendout.
6. agricultural product production and marketing decision making device according to claim 5, is characterized in that, also comprise:
Data capture unit, for obtaining the growing environment monitoring data that at least one monitoring point collects;
Data storage cell, for being stored into described growing environment monitoring data in database.
7. agricultural product production and marketing decision making device according to claim 5, is characterized in that, also comprise:
Adjustment unit, for according to described production and the market for farm products data prestored, adjusts production scale.
8. agricultural product production and marketing decision making device according to claim 5, is characterized in that, described second generation unit comprises:
Scheme obtains subelement, for obtaining the default alternatives in database;
Subelement set up by model, for according to described default alternatives, sets up the corresponding mathematical model of sale scheme;
Schemes generation subelement, for according to described production and the market for farm products data that prestore, and described mathematical model, generate sale scheme.
9. an agricultural product production and marketing decision system, is characterized in that, comprises the arbitrary described agricultural product production and marketing decision making device of claim 5-8, also comprises at least one monitoring point.
10. system according to claim 9, is characterized in that, described monitoring point comprises following at least one monitoring equipment:
Optical sensor, for detecting the intensity of illumination in crop growth environment;
Temperature sensor, for detecting the temperature in crop growth soil;
Humidity sensor, for detecting the humidity in crop growth soil;
Soil sensor, for detecting the content of at least one element in crop growth soil.
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| CN109197276A (en) * | 2018-10-18 | 2019-01-15 | 广州极飞科技有限公司 | The harvesting method of the determination method and device of agricultural product grade, agricultural product |
| CN110135878A (en) * | 2018-02-09 | 2019-08-16 | 北京京东尚科信息技术有限公司 | Method and device for firm sale price |
| CN110521456A (en) * | 2019-09-23 | 2019-12-03 | 广东海洋大学寸金学院 | One kind being based on Internet of Things wisdom green house of vegetables system development method |
| CN111062554A (en) * | 2018-10-17 | 2020-04-24 | 凌诚科技股份有限公司 | Crop production period yield management analysis system |
| CN113393277A (en) * | 2021-07-01 | 2021-09-14 | 安徽洲弋电子商务有限公司 | Agricultural product market data analysis system based on big data |
| CN113435641A (en) * | 2021-06-24 | 2021-09-24 | 布瑞克农业大数据科技集团有限公司 | Full-automatic management method and system for agricultural products and storage medium |
| CN114331090A (en) * | 2021-12-24 | 2022-04-12 | 江苏业派生物科技有限公司 | Agricultural product market supply and demand data monitoring system and method based on big data |
| CN116703468A (en) * | 2023-08-01 | 2023-09-05 | 北京佳格天地科技有限公司 | Agricultural product marketing method, system and storage medium based on big data |
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| CN113435641B (en) * | 2021-06-24 | 2023-03-07 | 布瑞克农业大数据科技集团有限公司 | Full-automatic management method and system for agricultural products and storage medium |
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| CN113393277A (en) * | 2021-07-01 | 2021-09-14 | 安徽洲弋电子商务有限公司 | Agricultural product market data analysis system based on big data |
| CN114331090A (en) * | 2021-12-24 | 2022-04-12 | 江苏业派生物科技有限公司 | Agricultural product market supply and demand data monitoring system and method based on big data |
| CN116703468A (en) * | 2023-08-01 | 2023-09-05 | 北京佳格天地科技有限公司 | Agricultural product marketing method, system and storage medium based on big data |
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