CN105975727A - Material-data processing method, material-data generating method, material-data application method and terminal and material-data cloud processing platform - Google Patents
Material-data processing method, material-data generating method, material-data application method and terminal and material-data cloud processing platform Download PDFInfo
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Abstract
The invention discloses a material-data processing method, a material-data generating method, a material-data application method and terminal and a material-data cloud processing platform. The material-data processing method includes the steps that the material simulation request from a user terminal is received, and the material simulation request comprises material experiment request information of the user terminal; the material experiment request information is subjected to material experiment simulation through a preset simulation tool to generate simulation material data; the simulation material data is sent to the user terminal, wherein the simulation material data is sued for indicating the user terminal to carry out an authentic material experiment. By means of the material-data processing method, the technical problem that a material experiment and material simulation calculation are disjointed in the existing material genetic engineering technology is solved, the actual experiment problem can be solved through the simulation material data accordingly, and new-material research and development are quickened.
Description
Technical field
The present invention relates to material information field, particularly relate to a kind of material data process, generate, the side of application
Method and terminal, cloud processing platform.
Background technology
Along with the development of science and technology, more and more higher to the performance of material and the research and development rate request of new material.
Wish to accelerate the research and development speed of new material, reduce the R&D costs of new material.Along with high flux combined material core
Chip technology is after the fields such as dielectric, superconduction and giant magnetic resistance make a breakthrough, and material technique for gene engineering is studied
Paid much attention to.
Material examination has been greatly accelerated by carrying out the high flux experimental facilities of multiple experiment on a substrate simultaneously
The process tested, but the present Research of Material Field is respectively to seek at present, lacks between scientific research group and mechanism
Weary exchange, and lack the core guidance to experiment, cause high flux experimental facilities current material genetic engineering
In technology, material experiment disconnects with material simulation calculation, and therefore high flux experimental facilities still can carry out some weights
Multiple experiment, causes the time waste in new material research and development, slow down the development speed of material development.
Summary of the invention
The embodiment of the present invention is by providing the process of a kind of material data, generation, application process and terminal, cloud
Processing platform, solves and carries out material experiment and the disconnection of material simulation calculation in current material technique for gene engineering
Technical problem.
First aspect, embodiments provides a kind of material data processing method, is applied to a material number
According to cloud processing platform, including:
Receive the material simulation request of user terminal, described material simulation request comprises described user eventually
The material experiment demand information of end；
By default emulation tool, described material experiment demand information is carried out material experiment emulation to imitate to generate
Vacuum material data；
Described artificial material data are sent to described user terminal, and wherein, described artificial material data are used for
Described user terminal is indicated to carry out authentic material experiment.
Preferably, described described artificial material data are sent to described user terminal after, described material
Information processing method also includes:
Receive the experiment material data produced by the experiment of described authentic material of described user terminal uploads；
The most correct based on artificial material data described in described experiment material data verification, it is thus achieved that a result；
When the described the result described artificial material data of sign are correct, described artificial material data are stored
To respective material data base.
Preferably, in the experiment produced by the experiment of described authentic material of the described user terminal uploads of described reception
After material data, described material information processing method also includes:
Based on default classifying rules, described experiment material data are classified, with material data after formation classification
It is stored in respective material data base.
Preferably, described experiment material data are classified based on default classifying rules described, to be formed
After during after classification, material data is stored in respective material data base, described material information processing method also includes:
Receiving the materials application from application terminal to ask, the request of described materials application comprises described application terminal
Materials application demand information；
The potentiality material data mating described materials application demand information is extracted from described material database, its
In, described potentiality material data is the part data in described artificial material data or experiment material data；
By preset data digging tool, described potentiality material data is carried out material data analysis, to determine
Material requested data；
Described material requested data are sent to described application terminal.
Preferably, described default emulation tool includes that atom and molecule dimension calculation instrument, macro-scale calculate work
When tool, at least one in high flux calculating instrument, described by default emulation tool to described material experiment
Demand information carries out material experiment and emulates to generate artificial material data, particularly as follows:
By described atom and molecule dimension calculation instrument, described material experiment demand information is carried out material experiment
Emulation is to generate first kind artificial material data；And/or
Calculate instrument by described macro-scale and described material experiment demand information is carried out material experiment emulation
To generate Equations of The Second Kind artificial material data；And/or
By described high flux calculating instrument carries out material experiment emulation to described material experiment demand information
To generate the 3rd class artificial material data.
Second aspect, embodiments provides a kind of material data and generates method, be applied to a user eventually
End, described material data generates method and includes:
Send material simulation request to material data cloud processing platform, described material simulation request comprises described
The material experiment demand information of user terminal；
Receive described material data cloud processing platform by default emulation tool, described material experiment demand to be believed
Breath carries out material experiment emulation with the artificial material data generated；
Described user terminal is indicated to carry out authentic material experiment based on described artificial material data.
Preferably, described user terminal is indicated to carry out authentic material in fact described based on described artificial material data
After testing, described material data generates method and also includes:
Collect the experiment material data that the experiment of described authentic material produces；
Experiment material data are uploaded to described material data cloud processing platform.
The third aspect, embodiments provides a kind of material data application process, is applied to an application eventually
End, described material data application process includes:
Send materials application request to material data cloud processing platform, described material simulation request comprises described
The materials application demand information of application terminal；
Receive described material information cloud processing platform by preset data digging tool to from material database
The potentiality material data extracted carries out material data analysis with the material requested data determined；
Described application terminal is indicated to carry out manufacture of materials or materials application based on material requested data.
Fourth aspect, embodiments provides a kind of material data cloud processing platform, including:
First receives unit, and for receiving the material simulation request of user terminal, the emulation of described material please
The material experiment demand information of described user terminal is comprised in asking；
Simulation unit, for carrying out material experiment by default emulation tool to described material experiment demand information
Emulation is to generate artificial material data；
First transmitting element, for being sent to described user terminal, wherein, institute by described artificial material data
State artificial material data for indicating described user terminal to carry out authentic material experiment.
Preferably, described material data cloud processing platform also includes:
Second receive unit, for receive described user terminal uploads by described authentic material experiment produce
Experiment material data；
Authentication unit, for the most correct based on artificial material data described in described experiment material data verification,
Obtain a result；
Memory element, when the described the result described artificial material data of sign are correct, by described emulation material
Material data store to respective material data base.
Preferably, described material data cloud processing platform also includes:
Taxon, for classifying to described experiment material data based on default classifying rules, to be formed
During after classification, material data is stored in respective material data base.
Preferably, described material data cloud processing platform also includes:
3rd receives unit, asks for receiving the materials application from application terminal, and described materials application please
Seek the materials application demand information comprising described application terminal；
Extraction unit, mates the latent of described materials application demand information for extracting from described material database
Power material data, wherein, described potentiality material data is in described artificial material data or experiment material data
Part data；
Data mining unit, for carrying out material by preset data digging tool to described potentiality material data
Data analysis, to determine material requested data；
Described material requested data are sent to described application terminal by the second transmitting element.
Preferably, described taxon specifically for:
By described atom and molecule dimension calculation instrument, described material experiment demand information is carried out material experiment
Emulation is to generate first kind artificial material data；And/or
Calculate instrument by described macro-scale and described material experiment demand information is carried out material experiment emulation
To generate Equations of The Second Kind artificial material data；And/or
By described high flux calculating instrument carries out material experiment emulation to described material experiment demand information
To generate the 3rd class artificial material data.
5th aspect, embodiments provides a kind of user terminal, including:
Transmitting element, for sending material simulation request to material data cloud processing platform, described material emulates
Request comprises the material experiment demand information of described user terminal；
Receive unit, be used for receiving described material data cloud processing platform by default emulation tool to described material
Material experiment demand information carries out material experiment emulation with the artificial material data generated；
Indicating member, real for indicating described user terminal to carry out authentic material based on described artificial material data
Test.
Preferably, described user terminal also includes:
Collect unit, for collecting the experiment material data that the experiment of described authentic material produces；
Uploading unit, for being uploaded to described material data cloud processing platform by experiment material data.
6th aspect, embodiments provides a kind of application terminal, including:
Transmitting element, for sending materials application request to material data cloud processing platform, described material emulates
Request comprises the materials application demand information of described application terminal；
Receive unit, be used for receiving described material information cloud processing platform by preset data digging tool to from
The potentiality material data extracted in material database carries out material data analysis with the material requested number determined
According to；
Indicating member, for indicating described application terminal to carry out manufacture of materials or material based on material requested data
Application.
The one or more technical schemes provided in the embodiment of the present invention, at least have the following technical effect that or excellent
Point:
Imitate to generate owing to material experiment demand information being carried out material experiment emulation based on default emulation tool
Vacuum material data, thus by default emulation tool it appeared that feasible experimental program, it is also possible to existing
The situation that experimental technique does not reaches emulates, and the artificial material data that emulation is generated are sent to user terminal
Indicating user terminal carries out authentic material experiment.Make theoretical and actual contact more tight, by emulation material
Material data have mediated rapidly the uncertain factor of authentic material test, and obtain feasible or more excellent experiment side
Case, obtains result quickly, solves and carries out material experiment and material in current material technique for gene engineering and imitate
The true technical problem calculating disconnection so that the data that artificial material calculates can solve the problem that actual experiment problem, then
High flux experimental facilities can be prevented effectively from and carry out repeated experiment, and then accelerate new material research and development.
Further, material database extracts meet the material data of materials application demand information and be sent to application
Terminal so that application terminal can through effectively organize and present can the actual application of guiding material product and production,
And then improve material from the speed being found to application.
Further, due to the correctness by experiment material data verification artificial material data, it is ensured that accumulation
The correct effectiveness of the artificial material data in material database.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to enforcement
In example or description of the prior art, the required accompanying drawing used is briefly described, it should be apparent that, describe below
In accompanying drawing be only embodiments of the invention, for those of ordinary skill in the art, do not paying wound
On the premise of the property made work, it is also possible to obtain other accompanying drawing according to the accompanying drawing provided.
Fig. 1 is the main flow chart of material data processing method in the embodiment of the present invention；
Fig. 2 is the flow chart of the material data processing method in Fig. 1 after S103；
Fig. 3 is the flow chart of the material data processing method in Fig. 1 after S104；
Fig. 4 is the flow chart that in the embodiment of the present invention, material data generates method；
Fig. 5 is the flow chart of material data application process in the embodiment of the present invention；
Fig. 6 is the functional structure chart of material data cloud processing platform in the embodiment of the present invention；
Fig. 7 is the functional structure chart of user terminal in the embodiment of the present invention；
Fig. 8 is the functional structure chart of application terminal in the embodiment of the present invention.
Detailed description of the invention
For making the purpose of the embodiment of the present invention, technical scheme and advantage clearer, below in conjunction with the present invention
Accompanying drawing in embodiment, is clearly and completely described the technical scheme in the embodiment of the present invention, it is clear that
Described embodiment is a part of embodiment of the present invention rather than whole embodiments.Based in the present invention
Embodiment, those of ordinary skill in the art obtained under not making creative work premise all its
His embodiment, broadly falls into the scope of protection of the invention.
A kind of material data processing method that the embodiment of the present invention provides, is applied at a material data cloud pat
Platform.With reference to shown in Fig. 1, this material data processing method comprises the steps:
S101, receive come user terminal material simulation request, material simulation request comprises described user
The material experiment demand information of terminal.
Concrete, the material simulation request carrying out user terminal is that user terminal is based on browser or client
The request generated, the material experiment demand information comprising user terminal in material simulation request is one or more
Material parameter.Than if desired for experimentation electricity material, the material parameter comprised in material simulation request is for using
The Q-value of family input capacitance material, dielectric constant etc..Than if desired for experimental architecture engineering material, material is imitated
The material parameter comprised in true request is the bulk density of the light-weight aggregate that user inputs, water absorption rate etc..
S102, that material experiment demand information is carried out material experiment emulation by default emulation tool is imitative to generate
Vacuum material data.
Material data cloud processing platform preset atom and molecule dimension calculation instrument, macro-scale calculate instrument,
The emulation tool of multiple types such as high flux calculating instrument, in S102, from the emulation tool of multiple types
In determine that an emulation tool mated with material experiment demand information carries out material experiment emulation.Concrete next
Say, by default emulation tool, material experiment demand information is carried out material experiment and emulate to generate artificial material
The embodiment of data is particularly as follows: carry out material experiment demand information by atom and molecule dimension calculation instrument
Material experiment emulates to generate first kind artificial material data；And/or calculate instrument to material by macro-scale
Experiment demand information carries out material experiment and emulates to generate Equations of The Second Kind artificial material data；And/or pass through high flux
Material experiment demand information is carried out material experiment by calculating instrument emulate to generate the 3rd class artificial material number
According to.Thus the multiformity of required artificial material data can be mated by the multiformity of above-mentioned default emulation tool,
To solve the multiformity of problem of materials.
In the first embodiment, atom and molecule dimension calculation instrument can be based on first-principles calculations or base
Calculate in Molecular Dynamics:
Concrete, carry out emulating to generate material molecule structure, material character etc. based on first-principles calculations
Artificial material data.
First-principles calculations is independent of any empirical parameter, but will constitute the former of each element of microsystem
Subcategory carries out simulation calculation as input parameter, with directly imitative by solving the Schrodinger equation generation first kind
Vacuum material data, the first kind artificial material data of generation include electronic band structure, electronic band structure etc.
Data etc..Such as: application first-principles method carries out the TiFe_xM_y alloy of Xe-Ni intermetallic compound and calculates
Time, calculated artificial material data include the electronic band structure of Xe-Ni, density of electronic states and electric charge
Density, when carrying out the TiFe_xM_y alloy calculating of Xe-Fe intermetallic compound, calculated artificial material packet
Include the electronic band structure of Xe-Fe, density of electronic states and charge density.
Concrete, atom and molecule dimension calculation instrument based on Molecular Dynamics, is based on molecule power
Learn emulation and material experiment demand information is carried out numerical simulation.The flow process of numerical simulation is as follows: first, sets up
Phantom for the multi-body system that atomic nucleus and electron institute are constituted；Then, the border of simulating area is set
Condition, and choose effect potential model between particle；Then, initial position and the initial velocity of all particles are set；
Calculate interparticle interaction force, potential energy, the position of each particle and each particle rapidity again；Treat many bodies
After system balancing, the Equations of The Second Kind obtained based on the track of particle position in multi-body system and the track of particle rapidity
Artificial material data include: the aspects such as the macroscopic property of this multi-body system, spectral quality and system free energy
Artificial material data, the artificial material data such as obtained are: material melting point, material temperature etc., thus
Obtain thermodynamics, kinetics, material character that crystal structure is relevant with defect.
In a second embodiment, default emulation tool is that macro-scale calculates instrument, specifically based on macroscopic view chi
The degree empirical equation of calculating instrument, semiempirical formula are calculated the 3rd class to material experiment demand information
Artificial material data.Such as, the Equations of The Second Kind artificial material data of generation are: to macroscopic material, device, structure
A kind of data that behavior analysis obtains under multiple physical field coupling condition in part, multiple physical field coupling condition is
The condition of physic field coupling such as including temperature field, stress field, electromagnetic field.Such as, the Equations of The Second Kind emulation of generation
Material data is to emulate macroscopic material Microstructural Evolution behavior under multiple physical field coupling condition
Data.
In the third embodiment, when default emulation tool is high flux calculating instrument, specifically based on high flux
Calculate operation generating algorithm, high flux submits at least one in algorithm, high flux policing algorithm real to material
Testing demand information to calculate, the 3rd class artificial material data of generation include: material property changes over
Rule data, to artificial material data such as the responses of Service Environment.
Emulate to generate to material experiment demand information by above-mentioned first, second, third embodiment
One class, Equations of The Second Kind, the 3rd class artificial material data, with it can be found that feasible experimental program, to existing reality
Test the experimental conditions that technique do not reaches and carry out emulation etc..The artificial material data obtained are thermodynamics, power
, the material character that crystal structure is relevant with defect, experimental program, experiment material, material component, material
Fusing point, material temperature, experimental technique, to artificial material data such as the responses of Service Environment.
S103, artificial material data being sent to user terminal, wherein, artificial material data are used for indicating use
Family terminal carries out authentic material experiment.
Such as, the artificial material data being sent to user terminal are material component, then user terminal application receives
To material component carry out authentic material experiment.Such as, the artificial material being sent to user terminal is material temperature
Degree, then the temperature controlling authentic material experiment is the material temperature received.
Concrete, the user terminal receiving artificial material data is high flux experimental facilities, or is high flux
Experimental facilities and the combination of user's networked devices.Wherein, high flux experimental facilities be high flux Preparation equipment or
Iron-enriched yeast equipment.Concrete, high flux Preparation equipment be can prepare on a substrate simultaneously multiple not
Congruent material Preparation equipment, high flux Preparation equipment carries out authentic material for application simulation material data
Preparation experiment.Concrete, iron-enriched yeast equipment is can to characterize multiple heterogeneity on a substrate simultaneously
Material testing apparatus, iron-enriched yeast equipment carries out authentic material for application simulation material data and characterizes real
Test.
Artificial material data are made to can solve the problem that practical problem, instruct user by above-mentioned steps S101～S103
Terminal carries out authentic material experiment, makes theoretical more tight, to improve conventional efficient with what experiment contacted.
With reference to shown in Fig. 2, followed by execution following steps S104～the S106 at S103:
S104: receive the experiment material data produced by authentic material experiment of user terminal uploads.
Concrete, high flux Preparation equipment carries out the experiment material data of authentic material preparation experiment generation and includes:
Prepared composition composition, preparation condition, preparation technology, device therefor information etc..Such as, prepared by high flux
Equipment is high flux magnetron sputtering combined material depositing device: high flux magnetron sputtering combined material depositing device
Being the equipment automatically preparing various combined material chip, in addition to filling, take sheet and being manual, remaining process can be pressed
Pre-set program automatically, be continuously finished, for various non-strong magnetic conductions (such as: metal or nonmetal/partly lead
Body) prepared by the combined material chip of material.High flux magnetron sputtering combined material depositing device is ensureing deposition
The stability of film layer, repeated and conforming realize supplemental characteristic simultaneously, this high flux magnetron sputtering group
Condensation material depositing device collection information during preparing various combined material chip is experiment material data.
Concrete, iron-enriched yeast equipment carries out the experiment material data of authentic material sign experiment generation and includes:
For material composition, the iron-enriched yeast data of material structure, the high flux for the various performance of material is tested
Data, for the high flux real-time characterization data in situ of material technology process.Specifically, authentic material table
Levies in kind is tested and is obtained experiment material data and be: material composition characterizes data, material structure characterizes data, material light
Learn property representation data, material electromagnetic property characterizes data, microcell thermodynamic property characterizes data, microcell
Electrochemical Characterization data, microcell mechanical property characterize data, microcell magnetic performance characterizes data, catalysis
Performance characterization data etc..
S105: the most correct based on experiment material data verification artificial material data, it is thus achieved that a result.
As a example by all-vanadium flow battery capacity attenuation Elements research, by setting up model emulation ion exchange membrane
The impact that battery capacity is decayed by thickness, porosity and electrolyte flow rate, draws following trend: along with electricity
Solving the increase of flow velocity, battery capacity slows down；Along with the increase of porosity, battery capacity slows down；
Along with the increase of ion exchange membrane thickness, battery capacity slows down.Charge and discharge cycles is carried out at actual battery
After repeatedly, whether the capacity attenuation measuring battery meets above trend, if meeting, then characterizes artificial material data
Correctly, if not meeting, then characterize artificial material data incorrect.
S106: when the result sign artificial material data are correct, artificial material data are stored to correspondence
Material database.
In specific implementation process, when the result sign artificial material data are incorrect, abandon this secondary
The artificial material data become.
In material database, effective material data is have accumulated by above-mentioned S104～S106.
Further, further comprise the steps of: after S104 and based on default classifying rules, experiment material data are carried out
Classification is stored in respective material data base with material data after the classification of formation.
Concrete, default classifying rules includes multiple dimensioned classifying rules, single yardstick classifying rules, function material
At least one in material classifying rules.
The embodiment classified experiment material data below is respectively described:
First mode classification is: classify experiment material data with formation point based on multiple dimensioned classifying rules
Material data after class.Concrete, above-mentioned multiple dimensioned classifying rules includes: electron scale, atom-molecule chi
Degree, micro-scale, meso-scale, macro-scale.Then corresponding, experiment material data carry out classification and are formed
Classification after material data include: electron scale data, atom-molecule yardstick data, micro-scale data,
Meso-scale data, macro-scale data.Respective material data base include: electron scale data base, atom
-molecular scale data base, micro-scale data base, meso-scale data base, macro-scale data base, also
The secondary data storehouse that can be formed based on above five kinds of data bases.
Experiment material data then carry out sorted electron scale data store to electron scale data base, former
Son-molecular scale data store to atom-molecule yardstick data base, and micro-scale data store to micro-scale
Data base, meso-scale data store to meso-scale data base, and macro-scale data store to macro-scale
Data base, secondary data stores to secondary data storehouse.
In the Integrated Development of engineering material, such as need analysis project material performance bag on different scale
Including: observe structure and the mechanical property of engineering material on a microscopic scale, engineering material is made after product grand
See bearing and the stability observing engineering material on yardstick.Then based on multiple dimensioned classifying rules to engineering experiment
After material data carries out classifying to form micro-scale data and macro-scale data, micro-scale data store
To micro-scale data base, macro-scale data store to macro-scale data base.
Second mode classification is: after classifying with formation based on single yardstick classifying rules classification experiments material data
After material data, after the classification of every class, material data stores to respective material data base, such as, closes based on structure effect
Tie up to single yardstick classifying rules classification experiments material data.
3rd mode classification is: based on functional material classifying rules classified material data with material after formation classification
After data, after storing the classification of every class, material data is to respective material data base, and the function of experiment material data is not
With, place material database is the most different, thus realizes the function classification storage according to experiment material data.
Further, with reference to shown in Fig. 3, also comprise the steps: after S104
S201: receiving the materials application from application terminal and ask, materials application request comprises application terminal
Materials application demand information.
Concrete, application terminal can be to be connected with material data cloud processing platform network and carry out manufacture of materials
Or the equipment of materials application.Such as, coil produces equipment, and light-weight aggregate produces equipment, application coil carries out machine
Equipment prepared by tool etc..
S202: the potentiality material data of extraction matching materials application demand information from material database, wherein,
Potentiality material data is the part data in artificial material data or experiment material data.
Concrete, materials application demand information is the relevant information of application terminal material requested.Such as, from material
When extracting, in material data base, the phase-change material meeting temperature requirements, materials application demand information is temperature；Such as,
When extracting, from material database, the alloy material meeting mechanical property demand, materials application demand information is in the wrong
Take intensity, hot strength, hardness etc..
S203: potentiality material data is carried out material data analysis by preset data digging tool, to determine
Go out material requested data.
Concrete, Data Mining Tools be in cluster analysis, Association Rule Analysis, time series analysis extremely
Few one.Potentiality material data based on cluster analysis rule, Association Rule Analysis, time series analysis rule,
At least one in machine learning analysis rule carries out data mining and determines material requested data.
In specific implementation process, the material data analysis result obtained after carrying out data analysis includes: cluster
Analysis result, association mining result, time series analysis result, PHASE DIAGRAM CALCULATION result, simulation result
Deng.According to cluster analysis result, association mining result, time series analysis result, PHASE DIAGRAM CALCULATION result,
At least one analysis result in simulation result determines material requested data.
Concrete, find that the distinctiveness ratio of each potentiality material data is to form standardized degree based on cluster analysis
Value carries out cluster analysis；Concrete, it is present between potentiality material data for discovery based on correlation rule
The relation of hiding, when carrying out data analysis based on Association Rule Analysis, first finds out all from potentiality material data
High frequency project team, then by these high frequency project team produce correlation rule；Concrete, based on time series
During analysis from the sequential of potentiality material data extraction rule sequential within be used for the numerical value of sequential, the cycle,
Trend analysis and prediction etc..
Divided with above-mentioned cluster analysis, Association Rule Analysis, time series by the instrument such as cloud computing, big data
Phase separation combines, and solves a large amount of computing capabilitys required for material data processing procedure, mass storage ability
Problem, enabling find material requested data from material database.
S204: material requested data are sent to application terminal.
Based on same inventive concept, embodiments provide a kind of material number
According to the method for generation, it is applied to a user terminal, with reference to shown in Fig. 4, including:
S301: send material simulation request to material data cloud processing platform, comprise use in material simulation request
The material experiment demand information of family terminal；
Material experiment demand information is entered by S302, reception material data cloud processing platform by default emulation tool
The emulation of row material experiment is with the artificial material data generated；
S303, carry out authentic material experiment based on artificial material data indicating user terminal.
Preferably, after carrying out authentic material experiment based on artificial material data indicating user terminal, material
Data creation method also includes:
Collect the experiment material data that authentic material experiment produces；
Experiment material data are uploaded to material data cloud processing platform.
Based on same inventive concept, embodiments provide a kind of material data application process, be applied to
One application terminal, with reference to shown in Fig. 5, including:
S401, to material data cloud processing platform send materials application request, material simulation request comprises should
With the materials application demand information of terminal；
S402, reception material information cloud processing platform pass through preset data digging tool to from material database
The potentiality material data extracted carries out material data analysis with the material requested data determined；
S403, based on material requested data instruction application terminal carry out manufacture of materials or materials application.
Based on same inventive concept, embodiments provide a kind of material data cloud processing platform, reference
Shown in Fig. 6, including:
First receives unit 501, and for receiving the material simulation request of user terminal, material emulation please
The material experiment demand information of user terminal is comprised in asking；
Simulation unit 502, for carrying out material experiment by default emulation tool to material experiment demand information
Emulation is to generate artificial material data；
First transmitting element 503, for artificial material data are sent to user terminal, wherein, emulates material
Material data carry out authentic material experiment for indicating user terminal.
Preferably, described material data cloud processing platform also includes:
Second receive unit, for receive described user terminal uploads by described authentic material experiment produce
Experiment material data；
Authentication unit, for the most correct based on artificial material data described in described experiment material data verification,
Obtain a result；
Memory element, when the described the result described artificial material data of sign are correct, by described emulation material
Material data store to respective material data base.
Preferably, described material data cloud processing platform also includes:
Taxon, for classifying to experiment material data based on default classifying rules, to form classification
Rear material data is stored in respective material data base.
Preferably, material data cloud processing platform also includes:
3rd receives unit, asks for receiving the materials application from application terminal, materials application request bag
Materials application demand information containing application terminal；
Extraction unit, for extracting the potentiality material number of matching materials application demand information from material database
According to, wherein, potentiality material data is the part data in artificial material data or experiment material data；
Data mining unit, for carrying out material data by preset data digging tool to potentiality material data
Analyze, to determine material requested data；
Material requested data are sent to application terminal by the second transmitting element.
Preferably, taxon specifically for:
By atom and molecule dimension calculation instrument, material experiment demand information is carried out material experiment to emulate with life
Become first kind artificial material data；And/or
Calculate instrument by macro-scale and material experiment demand information carried out material experiment emulation to generate the
Two class artificial material data；And/or
By high flux calculating instrument carrying out material experiment emulation to material experiment demand information to generate the
Three class artificial material data.
Based on same inventive concept, embodiments provide a kind of user terminal, with reference to shown in Fig. 7,
Including:
Transmitting element 601, for sending material simulation request to material data cloud processing platform, material emulates
Request comprises the material experiment demand information of user terminal；
Receive unit 602, be used for receiving material data cloud processing platform real to material by default emulation tool
Test demand information and carry out material experiment emulation with the artificial material data generated；
Indicating member 603, for carrying out authentic material experiment based on artificial material data indicating user terminal.
Preferably, described user terminal also includes:
Collect unit, for collecting the experiment material data that authentic material experiment produces；
Uploading unit, for being uploaded to material data cloud processing platform by experiment material data.
Based on same inventive concept, embodiments provide a kind of application terminal, with reference to shown in Fig. 8,
Including:
Transmitting element 701, for sending materials application request to material data cloud processing platform, material emulates
Request comprises the materials application demand information of application terminal；
Receive unit 702, be used for receiving material information cloud processing platform by preset data digging tool to from
The potentiality material data extracted in material database carries out material data analysis with the material requested number determined
According to；
Indicating member 703, for carrying out manufacture of materials or material based on material requested data instruction application terminal
Application.
By the one or more technical schemes provided in the invention described above embodiment, at least there is following technology
Effect or advantage:
Imitate to generate owing to material experiment demand information being carried out material experiment emulation based on default emulation tool
Vacuum material data, thus by default emulation tool it appeared that feasible experimental program, it is also possible to existing
The situation that experimental technique does not reaches emulates, and the artificial material data that emulation is generated are sent to user terminal
Indicating user terminal carries out authentic material experiment.Make theoretical and actual contact more tight, by emulation material
Material data have mediated rapidly the uncertain factor of authentic material test, and obtain feasible or more excellent experiment side
Case, obtains result quickly, solves and carries out material experiment and material in current material technique for gene engineering and imitate
The true technical problem calculating disconnection so that the data of artificial material can solve the problem that actual experiment problem, then can have
Effect avoids high flux experimental facilities to carry out repeated experiment, and then accelerates new material research and development.
Further, material database extracts meet the material data of materials application demand information and be sent to application
Terminal so that application terminal can through effectively organize and present can the actual application of guiding material product and production,
And then improve material from the speed being found to application.
Further, due to the correctness by experiment material data verification artificial material data, it is ensured that accumulation
The correct effectiveness of the artificial material data in material database.
Although preferred embodiments of the present invention have been described, but those skilled in the art once know base
This creativeness concept, then can make other change and amendment to these embodiments.So, appended right is wanted
Ask and be intended to be construed to include preferred embodiment and fall into all changes and the amendment of the scope of the invention.
Obviously, those skilled in the art can carry out various change and modification without deviating from this to the present invention
Bright spirit and scope.So, if the present invention these amendment and modification belong to the claims in the present invention and
Within the scope of its equivalent technologies, then the present invention is also intended to comprise these change and modification.
Claims (10)
1. a material data processing method, is applied to a material data cloud processing platform, it is characterised in that
Including:
Receive the material simulation request of user terminal, described material simulation request comprises described user eventually
The material experiment demand information of end；
By default emulation tool, described material experiment demand information is carried out material experiment emulation to imitate to generate
Vacuum material data；
Described artificial material data are sent to described user terminal, and wherein, described artificial material data are used for
Described user terminal is indicated to carry out authentic material experiment.
2. material data processing method as claimed in claim 1, it is characterised in that described by described
After artificial material data are sent to described user terminal, described material data processing method also includes:
Receive the experiment material data produced by the experiment of described authentic material of described user terminal uploads；
The most correct based on artificial material data described in described experiment material data verification, it is thus achieved that a result；
When the described the result described artificial material data of sign are correct, described artificial material data are stored
To respective material data base.
3. material data processing method as claimed in claim 2, it is characterised in that in described reception institute
After stating the experiment material data produced by the experiment of described authentic material of user terminal uploads, described material number
Also include according to processing method:
Based on default classifying rules, described experiment material data are classified, with material data after formation classification
It is stored in respective material data base.
4. material data processing method as claimed in claim 2, it is characterised in that described based in advance
If described experiment material data are classified by classifying rules, it is stored in correspondence with material data after forming classification
After in material database, described material data processing method also includes:
Receiving the materials application from application terminal to ask, the request of described materials application comprises described application terminal
Materials application demand information；
The potentiality material data mating described materials application demand information is extracted from described material database, its
In, described potentiality material data is the part data in described artificial material data or experiment material data；
By preset data digging tool, described potentiality material data is carried out material data analysis, to determine
Material requested data；
Described material requested data are sent to described application terminal.
5. material data processing method as claimed in claim 1, it is characterised in that described default emulation
Instrument includes that atom and molecule dimension calculation instrument, macro-scale calculate in instrument, high flux calculating instrument extremely
Time few a kind of, described by default emulation tool, described material experiment demand information is carried out material experiment emulation
To generate artificial material data, particularly as follows:
By described atom and molecule dimension calculation instrument, described material experiment demand information is carried out material experiment
Emulation is to generate first kind artificial material data；And/or
Calculate instrument by described macro-scale and described material experiment demand information is carried out material experiment emulation
To generate Equations of The Second Kind artificial material data；And/or
By described high flux calculating instrument carries out material experiment emulation to described material experiment demand information
To generate the 3rd class artificial material data.
6. material data generates a method, is applied to a user terminal, it is characterised in that described material
Data creation method includes:
Send material simulation request to material data cloud processing platform, described material simulation request comprises described
The material experiment demand information of user terminal；
Receive described material data cloud processing platform by default emulation tool, described material experiment demand to be believed
Breath carries out material experiment emulation with the artificial material data generated；
Described user terminal is indicated to carry out authentic material experiment based on described artificial material data.
7. a material data application process, is applied to an application terminal, it is characterised in that described material
Data application method includes:
Send materials application request to material data cloud processing platform, described material simulation request comprises described
The materials application demand information of application terminal；
Receive described material information cloud processing platform by preset data digging tool to from material database
The potentiality material data extracted carries out material data analysis with the material requested data determined；
Described application terminal is indicated to carry out manufacture of materials or materials application based on material requested data.
8. a material data cloud processing platform, it is characterised in that including:
First receives unit, and for receiving the material simulation request of user terminal, the emulation of described material please
The material experiment demand information of described user terminal is comprised in asking；
Simulation unit, for carrying out material experiment by default emulation tool to described material experiment demand information
Emulation is to generate artificial material data；
First transmitting element, for being sent to described user terminal, wherein, institute by described artificial material data
State artificial material data for indicating described user terminal to carry out authentic material experiment.
9. a user terminal, it is characterised in that including:
Transmitting element, for sending material simulation request to material data cloud processing platform, described material emulates
Request comprises the material experiment demand information of described user terminal；
Receive unit, be used for receiving described material data cloud processing platform by default emulation tool to described material
Material experiment demand information carries out material experiment emulation with the artificial material data generated；
Indicating member, real for indicating described user terminal to carry out authentic material based on described artificial material data
Test.
10. an application terminal, it is characterised in that including:
Transmitting element, for sending materials application request to material data cloud processing platform, described material emulates
Request comprises the materials application demand information of described application terminal；
Receive unit, be used for receiving described material information cloud processing platform by preset data digging tool to from
The potentiality material data extracted in material database carries out material data analysis with the material requested number determined
According to；
Indicating member, for indicating described application terminal to carry out manufacture of materials or material based on material requested data
Application.
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106447229A (en) * | 2016-10-31 | 2017-02-22 | 电子科技大学 | Material data management system and method in material informatics |
| CN107273670A (en) * | 2017-05-31 | 2017-10-20 | 中国科学院计算机网络信息中心 | A kind of high flux material calculates automatic data collection and processing method and system |
| CN110299191A (en) * | 2019-06-11 | 2019-10-01 | 苏州迈高材料基因技术有限公司 | A kind of general across sized materials calculating simulation system and method |
| CN110335019A (en) * | 2019-07-01 | 2019-10-15 | 深圳市昊擎科技有限公司 | New material analysis and Control system based on big data |
| CN111274667A (en) * | 2019-12-13 | 2020-06-12 | 成都材智科技有限公司 | Cross-scale material calculation software integrated calculation system and method |
| CN112465360A (en) * | 2020-12-01 | 2021-03-09 | 北京理工大学前沿技术研究院 | New energy material and secondary battery in-situ characterization big data platform |
| CN112685911A (en) * | 2021-01-12 | 2021-04-20 | 湖南大学 | Material calculation framework, method and system and computer equipment |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101341502A (en) * | 2005-08-05 | 2009-01-07 | 辉瑞产品公司 | Automated batch manufactuirng |
| CN103514507A (en) * | 2013-03-29 | 2014-01-15 | 洛阳沃客网络科技有限公司 | Production management system |
| KR20140121061A (en) * | 2013-04-05 | 2014-10-15 | 윤경한 | Cloud computing system for computational materials science and engineering |
-
2016
- 2016-05-30 CN CN201610370526.8A patent/CN105975727B/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101341502A (en) * | 2005-08-05 | 2009-01-07 | 辉瑞产品公司 | Automated batch manufactuirng |
| CN103514507A (en) * | 2013-03-29 | 2014-01-15 | 洛阳沃客网络科技有限公司 | Production management system |
| KR20140121061A (en) * | 2013-04-05 | 2014-10-15 | 윤경한 | Cloud computing system for computational materials science and engineering |
Non-Patent Citations (1)
| Title |
|---|
| 周贺: "诺西肽发酵过程的建模与仿真平台的建立", 《中国优秀硕士学位论文全文数据库 信息科技辑》 * |
Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106447229A (en) * | 2016-10-31 | 2017-02-22 | 电子科技大学 | Material data management system and method in material informatics |
| CN107273670A (en) * | 2017-05-31 | 2017-10-20 | 中国科学院计算机网络信息中心 | A kind of high flux material calculates automatic data collection and processing method and system |
| CN110299191A (en) * | 2019-06-11 | 2019-10-01 | 苏州迈高材料基因技术有限公司 | A kind of general across sized materials calculating simulation system and method |
| CN110335019A (en) * | 2019-07-01 | 2019-10-15 | 深圳市昊擎科技有限公司 | New material analysis and Control system based on big data |
| CN110335019B (en) * | 2019-07-01 | 2023-04-18 | 深圳市昊擎科技有限公司 | New material analysis control system based on big data |
| CN111274667A (en) * | 2019-12-13 | 2020-06-12 | 成都材智科技有限公司 | Cross-scale material calculation software integrated calculation system and method |
| CN111274667B (en) * | 2019-12-13 | 2023-06-02 | 成都材智科技有限公司 | Cross-scale material computing software integrated computing system and method |
| CN112465360A (en) * | 2020-12-01 | 2021-03-09 | 北京理工大学前沿技术研究院 | New energy material and secondary battery in-situ characterization big data platform |
| CN112685911A (en) * | 2021-01-12 | 2021-04-20 | 湖南大学 | Material calculation framework, method and system and computer equipment |
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