CN106896189A - A kind of tissue culture culture medium Nutrition monitoring system based on big data analysis - Google Patents
A kind of tissue culture culture medium Nutrition monitoring system based on big data analysis Download PDFInfo
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- CN106896189A CN106896189A CN201710099999.3A CN201710099999A CN106896189A CN 106896189 A CN106896189 A CN 106896189A CN 201710099999 A CN201710099999 A CN 201710099999A CN 106896189 A CN106896189 A CN 106896189A
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- G—PHYSICS
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- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/23—Updating
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
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Abstract
The present invention provides a kind of tissue culture culture medium Nutrition monitoring system based on big data analysis, belong to information-based technical field of tissue culture, it includes central processing unit, storage module, ion detection module, trophic analysis module, living species analysis module, information database, alarm and reminding module and tissue culture management module；The operation of each system is controlled by central processing unit, detection culture medium ion concentration is converted into medium nutrient content content again, analysis further according to species information and growth conditions to tissue culture plant judges whether culture medium needs to change, and sends prompting, and reminding technology personnel change culture medium；Tissue culture standard is updated using the analysis of internet big data, the dependence to technical staff is reduced, the information-based, requirement of agricultural modernization is reached, and plays a part of to reduce planting cost.
Description
Technical field
The invention belongs to information-based technical field of tissue culture, more particularly to a kind of tissue culture culture based on big data analysis
Base Nutrition monitoring system.
Background technology
Plant Tissue Breeding（Broad sense）Cultured in vitro is called, refers to the tissue, organ, thin isolated from plant and suited the requirements
Born of the same parents or protoplast etc., by sterile working, are cultivated the whole plant to obtain regeneration or life under manual control condition
Produce the technology of other products with economic worth.Plant Tissue Breeding（Narrow sense）Finger plant parts tissue, such as forming layer,
Parenchymal tissue, mesophyll tissue, endosperm etc. carry out culture and obtain regeneration plant, also refer to be produced from each organ in incubation and heal
The culture of injured tissue, callus again by being differentiated to form aftergrowth again.Plant is multiplied by tissue culture technique
Rapid multiplying can be reached and the purpose of maternal plant merit is kept, while tissue culture technique is not limited by regions,
Through being widely used in the rapid multiplying of rare plant, rareness species protection and making among rare botanical derivative.
Whether produce or scientific research, particularly factorial praluction, tissue cultures are belonging to extensive intensive work, together
When per batch of tissue culture plant be required for by multiple propagation, change culture medium, absorption and consumption of the different cultivars to nutrition
It is different, cause the cycle of replacing culture medium required for each kind inconsistent.Even same kind, different plants are individual
Between there is also different nutrient absorption situations, so as to possess the different culture medium replacement cycles between producing plant.But at present
Tissue cultures due to lacking the detection method to medium nutrient content, so be all integrally fixed at a unified time to plant
Strain carries out culture medium replacing, and this way causes part to consume larger plant to face malnourished environment, at the same consumption compared with
Slow plant can then cause to waste.The universal price of constituent part in culture medium, especially bio-hormone is higher, wastes culture
Base substantially increases the cost of tissue cultures.
The content of the invention
Above mentioned problem is had based on prior art, the present invention provides a kind of tissue culture culture medium nutrition based on big data analysis
Detecting system, it includes central processing unit, storage module, ion detection module, trophic analysis module, living species analysis mould
Block, information database, alarm and reminding module, tissue culture management module, wireless connection module and big data analysis module；By center
Processor controls the operation of each system, and detection culture medium ion concentration is converted into medium nutrient content content again, further according to right
The analysis of the species information and growth conditions of tissue culture plant judges whether culture medium needs to change, and sends prompting, reminding technology
Personnel change culture medium；Tissue culture standard is updated using the analysis of internet big data, the dependence to technical staff is reduced, information is reached
Change, the requirement of agricultural modernization, and play a part of to reduce planting cost.
It is a kind of based on big data analysis tissue culture culture medium Nutrition monitoring system, it include central processing unit, storage module,
Ion detection module, trophic analysis module, living species analysis module, information database, alarm and reminding module, tissue culture management mould
Block, wireless connection module and big data analysis module；
Central processing unit is linked to the modules in detecting system, coordinates to control the operation of each system；
Storage module stocking system log, culture medium prescription data, species information data, reconditioning data simultaneously generate letter
Breath database, by other module recalls information data；
Ion detection module detected by ion transducer and obtains the various ion concentrations in culture medium, arranges ion concentration number
According to and by ion concentration data is activation to trophic analysis module；
Tissue culture management module calculates the stage of the batch and tissue cultures that determine tissue culture plant according to presupposed information, and monitoring is whole
Tissue culture procedures, reach the yield and its hetero-organization culture purpose of technical staff's culture；
Living species analysis module is according to the tissue culture information data of tissue culture management module and calls species information data in database,
Analyze the corresponding species nutritional ingredient consumed required for corresponding tissue culture growth phase and the Metabolite for producing discharge；
The number that ion concentration data that trophic analysis module is detected according to ion detection module, living species analysis module are analyzed
According to the nourishment in analysis culture medium, judge whether to need to change culture medium and whether culture medium receives pollution, and will determine that
Result is sent to alarm and reminding module；
Alarm and reminding module sends corresponding replacing culture medium according to the judged result of trophic analysis module or culture medium is subject to
The prompting of pollution.
Wireless connection module is connected to central processing unit, big data analysis module and internet, is responsible for the nothing of two big modules
Line is communicated；
Big data analysis module is connected to internet by wireless connection module, collects the data in internet, and combine actual
Detection data carries out big data analysis, the nutritional ingredient standard of updating maintenance tissue culture plant.
Wherein, information database include species information database and culture medium prescription database, species information data
Storehouse includes the species information of tissue culture plant；Culture medium prescription database include tissue culture plant each stage required for culture medium
Formula information.
Wherein, described a kind of tissue culture culture medium Nutrition monitoring system based on big data analysis, also including output interface,
Output interface is connected with storage module, is connected with external storage for system.
Wherein, a kind of described tissue culture culture medium Nutrition monitoring system based on big data analysis, also samples including mathematics
Statistical module, mathematics samples statistical module and calculates sample point and quantity of sampling quantity according to mathematics grab sample principle, by sampled data
It is sent to ion detection module.
Wherein, the presupposed information in described tissue culture management module includes tissue culture plant variety, Mission Number and estimated product
Amount.
Wherein, described wireless connection module is by one or more in wifi, bluetooth or mobile communication network
Communications protocol is connected to internet.
The beneficial effects of the invention are as follows：By the medium component in sensor real-time detection each tissue culture flasks, reach
The purpose of nutrient content is precisely detected to individual difference alienation；Calculated by computer and monitor nutritional ingredient in each tissue culture bottle, subtracted
The workload that artificial viewing judges nourishment is lacked；Data in interconnection are collected by big data analysis module, with reference to reality
Detection data carries out big data analysis, and tissue culture standard is updated according to analysis result, reaches intelligent tissue culture, reduces to technical staff
Dependence and meet the trend of agricultural modernization, information-based agriculture.
Specific embodiment
With reference to specific embodiment, the invention will be further described.
It is a kind of based on big data analysis tissue culture culture medium Nutrition monitoring system, it include central processing unit, storage module,
Ion detection module, trophic analysis module, living species analysis module, information database, alarm and reminding module, tissue culture management mould
Block, output interface, mathematics sampling statistical module, wireless connection module and big data analysis module.
Central processing unit is linked to the modules in detecting system, coordinates to control the operation of each system.
Storage module stocking system log, culture medium prescription data, species information data, reconditioning data are simultaneously raw
Into information database, by other module recalls information data.
Ion detection module is detected by ion transducer and obtains the various ion concentrations in culture medium, and arrangement ion is dense
Degrees of data and by ion concentration data is activation to trophic analysis module.
Tissue culture management module is calculated according to presupposed informations such as tissue culture plant variety, Mission Number and estimated outputs and determines tissue culture
The batch of plant and the stage of tissue cultures.
Living species analysis module is according to the tissue culture information data of tissue culture management module and calls species information in database
Data, nutritional ingredient and produce being metabolized to for discharge that the corresponding species of analysis are consumed required for corresponding tissue culture growth phase
Point.
Ion concentration data that trophic analysis module is detected according to ion detection module, living species analysis module are analyzed
Data analysis culture medium in nourishment, judge whether to need to change culture medium and whether culture medium receive pollution, and general
Judged result is sent to alarm and reminding module.
Alarm and reminding module sends corresponding replacing culture medium or culture medium according to the judged result of trophic analysis module
The prompting being contaminated.
Output interface is connected with storage module, is connected with external storage for system, and internal data is backuped into outside
In holder.
Mathematics samples statistical module and calculates sample point and quantity of sampling quantity according to mathematics grab sample principle, and sampled data is sent out
It is sent to ion detection module.
Wireless connection module is connected to central processing unit, big data analysis module and internet, is responsible for the nothing of two big modules
Line is communicated, and internet, automatic decision choosing are connected to by three a variety of communications protocol in wifi, bluetooth or mobile communication network
One of which communications protocol is selected, wifi connections are defaulted as, mobile communication network is used when search is less than wifi signals；Work as search
Bluetooth communication is used during less than wifi and mobile network and detection communication network signal is sent.
Big data analysis module is connected to internet by wireless connection module, collects the data in internet, and combine
Actually detected data carry out big data analysis, the nutritional ingredient standard of updating maintenance tissue culture plant.
As the presently preferred embodiments, information database include species information database and culture medium prescription database, thing
Plant the species information that information database includes tissue culture plant；Culture medium prescription database included needed for tissue culture plant each stage
The culture medium prescription information wanted.
Activation system, central processing unit controls the operation of each system, and technical staff is by tissue culture plant variety, Mission Number
It is entered into tissue culture management module with the presupposed information such as estimated output；Mathematics samples statistical module according to mathematics grab sample simultaneously
Principle calculates sample point and quantity of sampling quantity, and sampled data is sent into ion detection module, and ion detection module is passed according to ion
Sensor detects and obtains the various ion concentrations in culture medium, arranges ion concentration data and by ion concentration data is activation to seeking
Analysis module is supported, trophic analysis module judges according to the living species analysis module of plant and the analyze data of tissue culture management module
The composition of the metabolite of nutritional ingredient and discharge in Nutrient medium.When trophic analysis module analysis go out nutritional ingredient less than plantation
Standard just sends malnourished signal to alarm and reminding module, and alarm and reminding module sends after receiving signal to technical staff
Change the prompting of culture medium；When trophic analysis module analysis go out in culture medium to occur in that non-nutritive composition and plant species in growth
During the composition of the metabolite produced in metabolic process the abnormal signal of culture medium, alarm and reminding mould are sent to alarm and reminding module
Block sends the contaminated prompting of culture medium after receiving signal to technical staff.
Data in other big data analysis module timed collection interconnection, big data point is carried out with reference to actually detected data
Analysis, tissue culture standard is updated according to analysis result, and central processing unit controls the operation of detecting system according to new tissue culture standard, realizes
Intelligentized tissue cultures Nutrition monitoring.
Embodiment described above only expresses one embodiment of the present invention, and its description is more specific and detailed, but simultaneously
Therefore the limitation to the scope of the claims of the present invention can not be interpreted as.It should be pointed out that for one of ordinary skill in the art
For, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to guarantor of the invention
Shield scope.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.
Claims (6)
1. it is a kind of based on big data analysis tissue culture culture medium Nutrition monitoring system, it is characterised in that it include central processing unit,
Storage module, ion detection module, trophic analysis module, living species analysis module, information database, alarm and reminding module,
Tissue culture management module, wireless connection module and big data analysis module；
Central processing unit is linked to the modules in detecting system, coordinates to control the operation of each system；
Storage module stocking system log, culture medium prescription data, species information data, reconditioning data simultaneously generate letter
Breath database, by other module recalls information data；
Ion detection module detected by ion transducer and obtains the various ion concentrations in culture medium, arranges ion concentration number
According to and by ion concentration data is activation to trophic analysis module；
Tissue culture management module calculates the stage of the batch and tissue cultures that determine tissue culture plant according to presupposed information；
Living species analysis module is according to the tissue culture information data of tissue culture management module and calls species information data in database,
Analyze the corresponding species nutritional ingredient consumed required for corresponding tissue culture growth phase and the Metabolite for producing discharge；
The number that ion concentration data that trophic analysis module is detected according to ion detection module, living species analysis module are analyzed
According to the nourishment in analysis culture medium, judge whether to need to change culture medium and whether culture medium receives pollution, and will determine that
Result is sent to alarm and reminding module；
Alarm and reminding module sends corresponding replacing culture medium according to the judged result of trophic analysis module or culture medium is subject to
The prompting of pollution；
Wireless connection module is connected to central processing unit, big data analysis module and internet, is responsible for the channel radio of two big modules
News；
Big data analysis module is connected to internet by wireless connection module, collects the data in internet, and combine actual
Detection data carries out big data analysis, the nutritional ingredient standard of updating maintenance tissue culture plant.
2. a kind of tissue culture culture medium Nutrition monitoring system based on big data analysis according to claim 1, its feature exists
In described information database includes species information database and culture medium prescription database, and species information database includes
The species information of tissue culture plant；Culture medium prescription required for culture medium prescription database includes tissue culture plant each stage is believed
Breath.
3. a kind of tissue culture culture medium Nutrition monitoring system based on big data analysis according to claim 1, its feature exists
In it also includes output interface, and output interface is connected with storage module, is connected with external storage for system.
4. a kind of tissue culture culture medium Nutrition monitoring system based on big data analysis according to claim 1, its feature exists
In, its also include mathematics sample statistical module, mathematics sample statistical module according to mathematics grab sample principle calculate sample point and
Quantity of sampling quantity, ion detection module is sent to by sampled data.
5. a kind of tissue culture culture medium Nutrition monitoring system based on big data analysis according to claim 1, its feature exists
In the presupposed information in described tissue culture management module includes tissue culture plant variety, Mission Number and estimated output.
6. a kind of tissue culture culture medium Nutrition monitoring system based on big data analysis according to claim 1, its feature exists
In described wireless connection module is connected by one or more communications protocol in wifi, bluetooth or mobile communication network
It is connected to internet.
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Cited By (2)
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| CN110208476A (en) * | 2019-06-01 | 2019-09-06 | 重庆工商大学融智学院 | A kind of Water resources data acquisition system for Ecological Environmental Data analysis |
| CN111693092A (en) * | 2020-06-12 | 2020-09-22 | 响水县春秋园农副产品有限公司 | Intelligent plant water planting environmental parameter detecting system |
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Application publication date: 20170627 |