CN106446234A - Feedstuff nutrition remote analysis and online intelligent storage database system - Google Patents
Feedstuff nutrition remote analysis and online intelligent storage database system Download PDFInfo
- Publication number
- CN106446234A CN106446234A CN201610884530.6A CN201610884530A CN106446234A CN 106446234 A CN106446234 A CN 106446234A CN 201610884530 A CN201610884530 A CN 201610884530A CN 106446234 A CN106446234 A CN 106446234A
- Authority
- CN
- China
- Prior art keywords
- data
- information
- feedstuff
- remote analysis
- transmission
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- 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
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/254—Extract, transform and load [ETL] procedures, e.g. ETL data flows in data warehouses
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/02—Agriculture; Fishing; Mining
Abstract
The invention discloses a feedstuff nutrition remote analysis and online intelligent storage database system. The feedstuff nutrition remote analysis and online intelligent storage database system comprises an information obtaining unit, an information transmitting unit, an information analyzing unit and a central server. The information obtaining unit is used for, through a multifunctional data collecting device, collecting a sample to obtain a data file; the data file performs the transmission and detection through the information transmitting unit; the information analyzing unit comprises an information service platform and a fodder spectrum database; and the fodder information data and fodder spectrum database perform the rapid traceability and online verification. The feedstuff nutrition remote analysis and online intelligent storage database system is capable of collecting the sample so as to obtain the data file through the multifunctional data collecting device, using the wireless multi-hop data transmission mode to detect and transmit the transmission data, realizing the collection of the remote data, and performing the decision and pre-warning of the information through analyzing the collected data. The instantaneity is good, and the uniform management and analysis are convenient.
Description
Technical field
The invention belongs to material composition detection technical field, more particularly to a kind of feedstuff based near infrared spectrum
Nutrient remote analysis and on-line intelligence data storage storehouse system.
Background technology
Near infrared spectrum is the electromagnetic radiation as waves between visible ray (Vis) and mid-infrared (MIR), and U.S. material is detected
Near infrared spectrum is defined as the region of 780-2526nm for association (ASTM), be that people are had found in absorption spectrum first
Non-visible light area.Sum of fundamental frequencies and frequency multiplication at different levels that near infrared spectrum is vibrated with hydric group in organic molecule (O-H, N-H, C-H)
Uptake zone consistent, the feature letter of organic molecule hydric group in sample by scanning the near infrared spectrum of sample, can be obtained
Breath, and using near-infrared spectrum technique analysis sample have easily and fast, efficiently, accurately relatively low with cost, do not destroy sample
Product, do not consume chemical reagent, and the advantages of free from environmental pollution, therefore the technology is favored by more and more people.
At present, with the fast development of near-infrared spectrum technique, near-infrared spectrum technique with its quick, lossless, low cost,
While the detection advantage such as detection, is widely used to evaluate the aspects such as plant, forage, feedstuff and feedstuff quality, its conduct
A kind of effective method, is supplied to livestock nutrition scholar, researcher, farming adviser and feedstuff consultant etc..Closely red
Outer technology is started with prediction feedstuff product by analyzing the direct method of feedstuff and feedstuff trophic structure and with animal excrements
The indirect method of matter, detects the main conventional nutrients in feedstuff and available nutrient index, such as moisture, crude protein, thick fat
Fat, crude fibre, coarse ash, calcium, phosphorus, NDF, ADF, phytate phosphorus, total energy, 18 kinds of aminoacid and digestible energy and metabolizable energy etc. are come comprehensive
Evaluate the nutritive value of feedstuff.
At present, domestic and international scientist detection emphasis and difficult point from single raw material, forage grass and feed, ensilage, join
Close feedstuff conventional nutrient quality to be transferred in available nutrient and production process quality control, by the kind of detection sample of enriching constantly
Category classification, expands separate sources, such as growth stage, region, kind etc., and the sample of different harvest times and moisture, sets up
The near-infrared calibration model different, adaptability is higher, improves the utilization ratio of feedstuff, reaches the mesh of accurate configuration daily ration
, and find the every problem appeared in feed preparation, the stability of guarantee finished product feedstuff quality in time.
Content of the invention
It is an object of the invention to provide feedstuff nutrient remote analysis and on-line intelligence data storage storehouse system, pass through
Multifunctional data acquisition device collection sample obtains data file, and the data file for collecting is carried out with feedstuff spectra database
Quickly traced to the source with in-line calibration and the format analysis processing of data file is stored, entered row information by analyzing the data for gathering
Decision-making and early warning, solve the problems, such as that the feeding quality stability appeared in existing feed preparation is poor.
For solving above-mentioned technical problem, the present invention is achieved by the following technical solutions：
The present invention is feedstuff nutrient remote analysis and on-line intelligence data storage storehouse system, including acquisition of information list
Unit, information transmission unit, information analysis unit and central server；Described information acquiring unit is filled by multifunctional data acquiring
Put collection sample and obtain data file；The data file is transmitted by information transmission unit and detects；Described information solution
Analysis unit includes information service platform and feedstuff spectra database；Described information service platform include application system, receiving device,
Transmission equipment and feedstuff information data；The data file of the receiving device receive information transmission unit；Data file is closely red
External spectrum file data；The feedstuff information data is quickly traced to the source with feedstuff spectra database and in-line calibration；First
Carry out discernible document format data quickly to be traced to the source and in-line calibration；
The central server includes information processing with service platform, Web server, intelligent decision module, data management
Module and prediction and warning information；The data management module storage and management feedstuff spectra database；The prediction and warning information
Information service platform is sent in by transmission equipment.
Further, described information acquiring unit also includes wireless router device, multi-source sensing radio node；The nothing
Line router device and multi-source sensing radio node composition wireless multi-hop data transmission means carry out the detection to transmission data.
Further, described information transmission unit includes radio-frequency device, short-distance wireless gateway device and double nets
(GPRS, 3G) platform；Described pair of net (GPRS, 3G) platform is used for the long range radio transmissions of data file.
Further, the receiving device of described information service platform, send equipment and feedstuff information data respectively with application
System bidirectional connects.
Further, the feedstuff information data and feedstuff spectra database quickly traced to the source with in-line calibration adopt with
The related data at peak sets up Matching Model as foundation is compared；Checked using index, one group of spectrogram collection is obtained, then in the group
Spectrogram is concentrated and carries out Secondary Match, carries out infrared light by the strong peak sieve of subregion, peak position sieve, functional group's three kinds of spectrogram screening modes of sieve
Modal data library searching and collection of illustrative plates coupling.
Further, decision information is connected to application system by transmission equipment by the intelligent decision module.
Further, the data management module also includes data conversion module, and the data conversion module will be for connecing
The data file that receiving unit is received enters the conversion of row format；Data file after the format transformation is connected to by transmission equipment
Application system, is quickly traced to the source with feedstuff spectra database again by feedstuff information data and in-line calibration.
The invention has the advantages that：
1st, the present invention realizes carrying out fast and accurately near infrared spectra collection to feedstuff by the system, through GPRS
Spectroscopic analysis results are sent to traceability system data processing centre, converting to spectral results, analyze, and are compared in data base
After relatively analyzing, then the place of production the feedstuff for determining, nutritional labeling, the index result such as digestible energy, it is back to feedstuff detection eventually
End.
2nd, the present invention is the control of feedstuff quality, and animal food safety monitoring in downstream provides easily approach；?
The speed of feed formulation can be accelerated, reduces feed formulation cost, improve and prepare by the quick feedstuff exact composition content for providing
The nutrition compatibility level of feedstuff, promotes economic, the healthy and quick development of livestock birds health cultivation industry.
3rd, the present invention gathers sample by Multifunctional data acquisition device and obtains data file, is passed using wireless multi-hop data
Defeated mode carries out the detection to transmission data and transmission, realizes the collection of teledata, by the data file for collecting and feedstuff
Spectra database is quickly traced to the source with in-line calibration and the format analysis processing of data file is stored, then, by dividing
The data of analysis collection enter decision-making and the early warning of row information, good with real-time, are easy to same management and analyze.
Certainly, the arbitrary product for implementing the present invention is it is not absolutely required to while reaching all the above advantage.
Description of the drawings
In order to be illustrated more clearly that the technical scheme of the embodiment of the present invention, use required for describing to embodiment below
Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present invention, for ability
For the those of ordinary skill of domain, on the premise of not paying creative work, can also be obtained according to these accompanying drawings other attached
Figure.
Fig. 1 is feedstuff nutrient remote analysis and the on-line intelligence data storage storehouse system diagram of the present invention.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described, it is clear that described embodiment is only a part of embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is all other that those of ordinary skill in the art are obtained under the premise of creative work is not made
Embodiment, belongs to the scope of protection of the invention.
Refer to shown in Fig. 1, the present invention is that a kind of feedstuff nutrient remote analysis are with on-line intelligence data storage storehouse
System, including information acquisition unit, information transmission unit, information analysis unit and central server.
Information acquisition unit gathers sample by Multifunctional data acquisition device and obtains data file；The multi-functional data is adopted
Acquisition means include near infrared spectrometer, Fourier transform near infrared instrument and near infrared spectrometer, also include minitype portable
Near infrared spectrometer, minitype portable near infrared spectrometer, spectrogram file format PRN, NYY for obtaining and ASC etc. are multiple
Ir data.Wherein, data file is transmitted by information transmission unit and detects.
Information analysis unit includes information service platform and feedstuff spectra database；Wherein, information service platform includes to answer
With system, receiving device, send equipment and feedstuff information data；Wherein, the data text of receiving device receive information transmission unit
Part；Data file is near infrared spectrum file data；Wherein, feedstuff spectra database is carried out mutually with extraction with expertise injection
Logical, problem is introduced by information service platform, is sent to corresponding agricultural experts and is answered, and feed back to information service and put down
Platform.Expertise is the answer deposit of agricultural experts.
Wherein, feedstuff information data is quickly traced to the source with feedstuff spectra database and in-line calibration；Only carrying out for the first time can
The document format data of identification is quickly traced to the source and in-line calibration.
Central server includes information processing with service platform, Web server, intelligent decision module, data management module
With prediction and warning information；Wherein, data management module storage and management feedstuff spectra database；Wherein, prediction and warning information is led to
Cross transmission equipment and be sent in information service platform.
Wherein, information acquisition unit also includes wireless router device, multi-source sensing radio node；Wireless router device
The detection to transmission data is carried out with multi-source sensing radio node composition wireless multi-hop data transmission means, pacify with data transfer
Good perfection, no postpones.
Wherein, information transmission unit includes that radio-frequency device, short-distance wireless gateway device and double nets (GPRS, 3G) are flat
Platform；Described pair of net (GPRS, 3G) platform is used for the long range radio transmissions of data file.
Wherein, the receiving device of information service platform, transmission equipment and feedstuff information data are two-way with application system respectively
Connection.
Wherein, feedstuff information data is quickly traced to the source to feedstuff spectra database and is adopted with the related of peak with in-line calibration
Data set up Matching Model as foundation is compared；(i.e. primary dcreening operation) is checked using index, one group of candidate's spectrogram collection is quickly obtained, so
Concentrate in candidate again afterwards and mated in detail, the specific similarity of each spectrogram is given, improve spectroscopic data retrieval rate；Utilize
Three kinds of spectrogram screening modes such as the strong peak sieve of subregion, peak position sieve, functional group's sieve carry out ir data library searching and collection of illustrative plates coupling,
Spectrogram standardization processing is realized, spectrogram is indexed and compared, spectrogram similarity evaluation.
Wherein, decision information is connected to application system by transmission equipment by intelligent decision module.The intelligent decision module
Mainly processed by field monitoring data acquisition, Monitoring Data transmission, Monitoring Data, warning is analyzed and prediction information
Issuing process is realized.At user customized information process, user's consulting and expert's answer information processing, real time data
Reason, Decision Inference, short message warning；First, according to the customization short message of user, check its location whether in our service
Within the scope of, it is then to customize successfully, otherwise unsuccessful, and inform that note application system sends corresponding information to user；Then,
According to the counseling problem of user, corresponding expert is searched, and corresponding expert is sent a question to, most the answer of expert is anti-at last
Feed corresponding user；Finally, the real time data for collecting is carried out certain process, calculates including mean values and accumulative
Numerical computations, in order to carry out the decision-making of relevant information.
Wherein, data management module also includes data conversion module, and data conversion module is used for receiving device reception
Data file enters the conversion of row format；Data file after format transformation is connected to application system by transmission equipment, leads to again
Cross feedstuff information data quickly to be traced to the source with feedstuff spectra database and in-line calibration.
The system is used for remote analysis and on-line intelligence data storage to feedstuff nutrient, is adopted by multi-functional data
Acquisition means collection sample obtains data file, carries out the detection to transmission data and biography using wireless multi-hop data transmission means
Defeated, realize the collection of teledata, by the data file for collecting and feedstuff spectra database quickly traced to the source with
Line calibrating and the format analysis processing of data file is stored, then, enter the decision-making of row information and pre- by analyzing the data for gathering
Alert, good with real-time, it is easy to same management and analyzes.
In the description of this specification, the description of reference term " one embodiment ", " example ", " specific example " etc. means
Specific features, structure, material or the feature for describing in conjunction with the embodiment or example is contained at least one enforcement of the present invention
In example or example.In this manual, identical embodiment or example are not necessarily referring to the schematic representation of above-mentioned term.
And, the specific features of description, structure, material or feature can be to close in any one or more embodiments or example
Suitable mode is combined.
Present invention disclosed above preferred embodiment is only intended to help and illustrates the present invention.Preferred embodiment is not detailed
All of details is described, does not also limit the specific embodiment that the invention is only described.Obviously, according to the content of this specification,
Can make many modifications and variations.This specification is chosen and specifically describes these embodiments, be in order to preferably explain the present invention
Principle and practical application so that skilled artisan can be best understood by and utilize the present invention.The present invention is only
Limited by claims and its four corner and equivalent.
Claims (7)
1. feedstuff nutrient remote analysis and on-line intelligence data storage storehouse system, it is characterised in that：Including acquisition of information list
Unit, information transmission unit, information analysis unit and central server；
Described information acquiring unit gathers sample by Multifunctional data acquisition device and obtains data file；
Wherein, the data file is transmitted by information transmission unit and detects；
Described information resolution unit includes information service platform and feedstuff spectra database；
Wherein, described information service platform includes application system, receiving device, transmission equipment and feedstuff information data；
Wherein, the data file of the receiving device receive information transmission unit；
Wherein, the feedstuff information data is quickly traced to the source with feedstuff spectra database and in-line calibration；
The central server includes information processing with service platform, Web server, intelligent decision module, data management module
With prediction and warning information；
Wherein, the data management module storage and management feedstuff spectra database；
Wherein, the prediction and warning information is sent in information service platform by transmission equipment.
2. feedstuff nutrient remote analysis according to claim 1 and on-line intelligence data storage storehouse system, its feature
It is, described information acquiring unit also includes wireless router device, multi-source sensing radio node；The wireless router device
The detection to transmission data is carried out with multi-source sensing radio node composition wireless multi-hop data transmission means.
3. feedstuff nutrient remote analysis according to claim 1 and on-line intelligence data storage storehouse system, its feature
It is, described information transmission unit includes radio-frequency device, short-distance wireless gateway device and double nets (GPRS, 3G) platform；
Described pair of net (GPRS, 3G) platform is used for the long range radio transmissions of data file.
4. feedstuff nutrient remote analysis according to claim 1 and on-line intelligence data storage storehouse system, its feature
It is, the receiving device of described information service platform, transmission equipment and feedstuff information data are bi-directionally connected with application system respectively.
5. feedstuff nutrient remote analysis according to claim 1 and on-line intelligence data storage storehouse system, its feature
It is, the feedstuff information data is quickly traced to the source with feedstuff spectra database the related data for being adopted with in-line calibration with peak
As foundation is compared, Matching Model is set up；Checked using index, one group of spectrogram collection is obtained, then concentrating in the group spectrogram is carried out
Secondary Match, carries out ir data library searching by the strong peak sieve of subregion, peak position sieve, functional group's three kinds of spectrogram screening modes of sieve
Mate with collection of illustrative plates.
6. feedstuff nutrient remote analysis according to claim 1 and on-line intelligence data storage storehouse system, its feature
It is, decision information is connected to application system by transmission equipment by the intelligent decision module.
7. feedstuff nutrient remote analysis according to claim 1 and on-line intelligence data storage storehouse system, its feature
It is, the data management module also includes data conversion module, the data conversion module is used for receiving device reception
Data file enters the conversion of row format.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610884530.6A CN106446234B (en) | 2016-10-10 | 2016-10-10 | Feedstuff nutrient remote analysis and on-line intelligence storing data library system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610884530.6A CN106446234B (en) | 2016-10-10 | 2016-10-10 | Feedstuff nutrient remote analysis and on-line intelligence storing data library system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN106446234A true CN106446234A (en) | 2017-02-22 |
| CN106446234B CN106446234B (en) | 2019-11-05 |
Family
ID=58173179
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610884530.6A Active CN106446234B (en) | 2016-10-10 | 2016-10-10 | Feedstuff nutrient remote analysis and on-line intelligence storing data library system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN106446234B (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110687071A (en) * | 2019-10-17 | 2020-01-14 | 淮北市正邦饲料科技有限公司 | Automatic feed raw material sampling and identifying system and method based on machine vision |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN204166360U (en) * | 2014-09-10 | 2015-02-18 | 湖北三江航天机电设备有限责任公司 | Based on the Feed Manufacturing control system of wireless transmission |
| CN105021566A (en) * | 2015-08-11 | 2015-11-04 | 北京中农联成技术有限公司 | Method for controlling feed production online by means of near-infrared technology |
| CN105891146A (en) * | 2016-03-29 | 2016-08-24 | 电子科技大学 | Intelligent terminal for spectrum detection and detection method thereof |
-
2016
- 2016-10-10 CN CN201610884530.6A patent/CN106446234B/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN204166360U (en) * | 2014-09-10 | 2015-02-18 | 湖北三江航天机电设备有限责任公司 | Based on the Feed Manufacturing control system of wireless transmission |
| CN105021566A (en) * | 2015-08-11 | 2015-11-04 | 北京中农联成技术有限公司 | Method for controlling feed production online by means of near-infrared technology |
| CN105891146A (en) * | 2016-03-29 | 2016-08-24 | 电子科技大学 | Intelligent terminal for spectrum detection and detection method thereof |
Non-Patent Citations (1)
| Title |
|---|
| 王静: "红外光谱数据库系统研究", 《中国优秀硕士学位论文全文数据库 基础科学辑》 * |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110687071A (en) * | 2019-10-17 | 2020-01-14 | 淮北市正邦饲料科技有限公司 | Automatic feed raw material sampling and identifying system and method based on machine vision |
Also Published As
| Publication number | Publication date |
|---|---|
| CN106446234B (en) | 2019-11-05 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN106092913A (en) | A kind of corps nutrient safety detection method and system thereof | |
| CN107481159A (en) | Domestic animal biological characteristic real time on-line monitoring system based on LoRaWAN | |
| Norman et al. | Broad near-infrared spectroscopy calibrations can predict the nutritional value of> 100 forage species within the Australian feedbase | |
| CN107909046B (en) | Intelligent animal classification system and method | |
| CN105320087A (en) | Automatic pig raising system | |
| CN105021566A (en) | Method for controlling feed production online by means of near-infrared technology | |
| CN106203834A (en) | A kind of pig farm doses information management system and method | |
| CN107280049A (en) | A kind of near infrared online feed production system | |
| Mirkouei | A cyber-physical analyzer system for precision agriculture | |
| Simoni et al. | The use of visible/near-infrared spectroscopy to predict fibre fractions, fibre-bound nitrogen and total-tract apparent nutrients digestibility in beef cattle diets and faeces | |
| CN106446234A (en) | Feedstuff nutrition remote analysis and online intelligent storage database system | |
| Abbassi et al. | The Internet of Things at the service of tomorrow’s agriculture | |
| CN108432655B (en) | Intelligent control system and control method for black pig breeding house and production pit device | |
| Santos et al. | Metabolizable protein: 1. Predicting equations to estimate microbial crude protein synthesis in small ruminants | |
| Rinne et al. | Prediction of legume silage digestibility from various laboratory methods | |
| CN106357790A (en) | Agricultural IOT (Internet Of Things) application service monitoring platform | |
| CN113673472A (en) | Intelligent pig information acquisition system | |
| Catunda et al. | Near infrared spectroscopy calibration strategies to predict multiple nutritional parameters of pasture species from different functional groups | |
| Zhu et al. | Automated monitoring system of pig behavior based on RFID and ARM-LINUX | |
| Gao et al. | Diagnostic feed values of natural grasslands based on multispectral images acquired by small unmanned aerial vehicle | |
| CN110363247A (en) | A kind of live pig diet exception intelligent monitoring method and system | |
| CN205983187U (en) | Information service and equipment remote power feeding system are synthesized in aquatic products industry | |
| CN206095934U (en) | Long -range collection of near infrared spectroscopy data and real -time general form conversion memory system | |
| CN114720421A (en) | Oat relative feeding value detection method based on near infrared spectrum | |
| CN110673483B (en) | Intelligent livestock and poultry breeding system and method based on mobile Internet of things technology |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |