CN105069178A - Experimental data acquisition and analysis system and method - Google Patents
Experimental data acquisition and analysis system and method Download PDFInfo
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- CN105069178A CN105069178A CN201510459261.4A CN201510459261A CN105069178A CN 105069178 A CN105069178 A CN 105069178A CN 201510459261 A CN201510459261 A CN 201510459261A CN 105069178 A CN105069178 A CN 105069178A
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Abstract
The present invention provides an experimental data acquisition and analysis system. The system is used for implementing data electronization of a sample detection process, automated calculation of original measurement data and automated generation of an experimental report. The system comprises a sample information registration module, an original measurement data recording module, a measurement result calculation module and a sample experimental report generation module. According to the experimental data acquisition and analysis system, conventional laboratory sample detection and experimental report generation are improved in an electronic manner, and on the premise that the experimental personnel does not perform repeated data recording operations, the automated calculation of the original data and the automated generation of the experimental report are implemented, so that an error rate of calculation is reduced, and a load of the experimental personnel is relieved; and meanwhile, an laboratory experimental environment and a device state are managed, and a calibration prompt of a standardized device is performed in the system.
Description
Technical field
The present invention relates to a kind of experimental data acquisition analysis system and method.
Background technology
In the lab, test experience analysis is very the key link, it needs various data (experiment raw readings, Testing index calculating etc.) to carry out confluence analysis, these are all carried out by hand by technician, generate the flow file of papery, cannot digital recording be formed, thus further mining analysis cannot be carried out to experimental data; The major defect of prior art is as follows:
1, hand computation generate tryout test report process in, Various types of data does not all carry out digitizing, thus be difficult to formed data message carry out later use.
2, the sample at every turn provided due to censorship side and index to be detected all may be different, therefore cannot use fixing laboratory report template, and need the computing formula used also not identical, experimenter bears heavier at every turn.
Summary of the invention
The invention provides a kind of experimental data acquisition analysis system, in order to realize the data electronization of sample detection flow process, the robotization of the robotization calculating of raw measurement data and laboratory report generates, and this system comprises:
Sample message Registration Module, for recording the essential information of sample and index to be determined; Described essential information comprises: the type of sample presentation unit, censorship department, sample, outward appearance, quantity and weight one of them or combination in any;
Raw measurement data logging modle, the experimental facilities relevant to index to be determined connects, for recording the raw measurement data index to be determined of sample being measured to rear generation;
Measurement result computing module, for being calculated by corresponding formula the measurement data needing in raw measurement data to calculate, being obtained sample measurement result and calculating data;
Sample experiments report generation module, calculates data for essential information per sample, sample raw measurement data and sample measurement result, automatically generates sample Electron laboratory report.
Preferably, said system also comprises:
Laboratory report pushing module, for being pushed to responsible official by described sample Electron laboratory report;
Laboratory report memory module, for receiving described sample Electron laboratory report and storing;
Laboratory report display module, for showing described sample Electron laboratory report.
Preferably, said system also comprises: electronics is verified and stamped signature module, for carrying out electronics verification and stamped signature to described sample Electron laboratory report.
Preferably, said system also comprises: experimental facilities demarcating module, is connected with each laboratory equipment, for demarcating each laboratory equipment.
Present invention also offers a kind of experimental data capturing analysis method, in order to realize the data electronization of sample detection flow process, the robotization of the robotization calculating of raw measurement data and laboratory report generates, and the method comprises:
The essential information of A, record sample and index to be determined; Described essential information comprises: the type of sample presentation unit, censorship department, sample, outward appearance, quantity and weight one of them or combination in any;
B, record the raw measurement data index to be determined of sample being measured to rear generation;
C, the measurement data needing in raw measurement data to calculate to be calculated by corresponding formula, obtain sample measurement result and calculate data;
D, essential information, sample raw measurement data and sample measurement result per sample calculate data, automatically generate sample Electron laboratory report.
Preferably, also comprise after step D:
D1, described sample Electron laboratory report is pushed to responsible official;
D2, receive described sample Electron laboratory report and store;
D3, show described sample Electron laboratory report.
Preferably, said method also comprises: carry out electronics verification and stamped signature to described sample Electron laboratory report.
Preferably, said method also comprises: experimental facilities demarcating module, is connected with each laboratory equipment, for demarcating each laboratory equipment.
Technical solution of the present invention compares existing mainstream technology scheme, improves in the following aspects:
1, the detection of traditional laboratory sample and laboratory report generation are improved in the mode of electronization, under the prerequisite that experimenter does not carry out repeating data typing work, the robotization of the robotization calculating and laboratory report that achieve raw data generates, decrease the error rate of calculating, alleviate the burden of experimenter.
2, laboratory experiment environment and equipment state are managed, and the demarcation carrying out standardized equipment in system is reminded.
Accompanying drawing explanation
Fig. 1 is the structural representation of a kind of experimental data acquisition analysis system of the embodiment of the present invention;
Fig. 2 is the schematic flow sheet of a kind of experimental data capturing analysis method of the embodiment of the present invention;
Embodiment
Below in conjunction with the drawings and specific embodiments, the invention will be further described.
Fig. 1 is the structural representation of a kind of experimental data acquisition analysis system of the embodiment of the present invention, and as shown in Figure 1, this system comprises:
Sample message Registration Module 02, for recording the essential information of sample and index to be determined; Described essential information comprises: the type of sample presentation unit, censorship department, sample, outward appearance, quantity and weight one of them or combination in any;
Raw measurement data logging modle 04, the experimental facilities relevant to index to be determined connects, for recording the raw measurement data index to be determined of coal sample being measured to rear generation;
Measurement result computing module 06, for being calculated by corresponding formula the measurement data needing in raw measurement data to calculate, being obtained sample measurement result and calculating data;
Sample experiments report generation module 08, calculates data for essential information per sample, raw measurement data and sample measurement result, automatically generates sample Electron laboratory report.
Technical solution of the present invention, first by essential information and the index to be determined of sample message Registration Module record sample, again by raw measurement data logging modle, the raw measurement data of rear generation measured in record to the index to be determined of sample, then by measurement result computing module, the measurement data needing in raw measurement data to calculate is calculated automatically by corresponding formula, obtain sample measurement result and calculate data, finally by sample experiments report generation module, essential information per sample, sample raw measurement data and sample measurement result calculate data, automatic generation sample Electron laboratory report.Therefore, traditional laboratory sample detects by technical solution of the present invention and laboratory report generation improves in the mode of electronization, under the prerequisite that experimenter does not carry out repeating data typing work, the robotization of the robotization calculating and laboratory report that achieve raw data generates, improve work efficiency and precision, alleviate the burden of experimenter.
During concrete enforcement, it is as follows that experimenter uses native system to carry out the detailed process of ature of coal experimental determination:
First, experimenter is newly-increased a blank report in systems in which, system will according to rule generation report number, and require that experimenter fills in relevant unit, the information such as censorship department, technician carries out sample registration according to sample information, records sample presentation unit, sample type, needs information such as the experiments that sample carries out, will show the sample details of warehouse-in after registration.After registering sample message, technician tests for sample index to be measured, and the raw data results of test can directly transfer to native system from experimental facilities, or inputs in native system by experimenter is disposable.Then, calculate needing the result of weighted average carrying out the test data calculated to insert in native system, after calculating, system will obtain the result of calculation of different accuracy according to corresponding retention discipline, so just can ensure the precision of sample detection result.Because once experiment can record multiple indexs of certain sample, and usually feed in the report of sample prescription and do not need to comprise all results.After obtaining experimental calculation data, which data experimenter can select need to derive as required, generates electronic experimental reports.
In prior art, technician is outcome record experimentally, generates the sample experiments report of papery, is undertaken revising by the laboratory responsible official that is correlated with and after signing, is submitted to censorship side.Survey report can need be issued through multistage auditing, in experiment testing process, need the reservation original data record of specific format being carried out a period of time, to meet the requirement of laboratory qualification certification (ISO/IEC17025, GB/T15481 etc.).And part raw data is as intermediate data, can't appear in final sample experiments report.Correlated results in laboratory report needs revising/confirming by relevant responsible official, and carries out stamped signature, can carry out submitting to and preserving as effective experiment material.
Consider above-mentioned technical matters, inventor has made further improvement to said system, and in one embodiment, said system can also comprise:
Laboratory report pushing module, for being pushed to responsible official by described sample Electron laboratory report;
Laboratory report memory module, for receiving described sample Electron laboratory report and storing;
Laboratory report display module, for showing described sample Electron laboratory report.
In one embodiment, said system can also comprise:
Electronics is verified and stamped signature module, for carrying out electronics verification and stamped signature to described sample Electron laboratory report.
During concrete enforcement, by above-mentioned laboratory report pushing module, after statistical conversion generates electronic experimental reports, report can be pushed to relevant responsible official by experimenter in system, carries out verifying and stamped signature.Report after checking stamped signature will generate not revisable final version automatically, and the user that sacrificial vessel has permission consults and downloads, compared with prior art, the embodiment of the present invention, by above-mentioned module, relevant responsible official can be pushed to and carry out electronic auditing, improve work efficiency.
In one embodiment, said system can also comprise:
Experimental facilities demarcating module, is connected with each laboratory equipment, for demarcating each laboratory equipment.
During concrete enforcement, the present invention also includes the demarcation of laboratory equipment in management, can select in systems in which, and point out technician to demarcate by expired equipment to the experimental facilities used.
In prior art, for censorship Fang Eryan, its sample detection data are for many years present in paper material, be difficult to carry out quantitative comparison and trend analysis, do not have approach to obtain the lateral comparison result of sample detection similar with other clients, thus be difficult to find self problem, carry out technology upgrading yet.
Meanwhile, for a certain client, this traditional sample experiments detects and also has problems.Such as, 1. same client sample experiments data are for many years present in many parts of papery laboratory reports, thus be difficult to carry out historical comparison without digitizing, be difficult to the variation tendency of following the trail of sample related data index, thus cannot anticipation unit of fuel, equipment may produced problem; 2. the difference of also more difficult similar sample index more not between commensurate, is transformed by lateral comparison pushing equipment or technology innovation etc.
Based on same inventive concept, additionally provide a kind of experimental data capturing analysis method in the embodiment of the present invention, as described in the following examples.The principle of dealing with problems due to experimental data capturing analysis method is similar to sample experiments data acquisition and analysis system, and therefore the enforcement of experimental data capturing analysis method see the enforcement of sample experiments data acquisition and analysis system, can repeat part and repeat no more.Above used, term " unit " or " module " can realize the software of predetermined function and/or the combination of hardware.Although the system described by above embodiment preferably realizes with software, hardware, or the realization of the combination of software and hardware also may and conceived.
Fig. 2 is the process flow diagram of experimental data capturing analysis method in the embodiment of the present invention, and as shown in Figure 2, the method comprises the steps:
S100: the essential information of record sample and index to be determined; Described essential information comprises: the type of sample presentation unit, censorship department, sample, outward appearance, quantity and weight one of them or combination in any;
S200: record the raw measurement data index to be determined of sample being measured to rear generation;
S300: the measurement data needing in raw measurement data to calculate is calculated by corresponding formula;
S400: essential information per sample, raw measurement data and sample measurement result calculate data, generates sample Electron laboratory report automatically.
Also comprise after step S400 of the present invention:
S401: described sample Electron laboratory report is pushed to responsible official;
S402: receive described sample Electron laboratory report and store;
S403: show described sample Electron laboratory report.
In one embodiment, said method also comprises: carry out electronics verification and stamped signature to described sample Electron laboratory report.
In one embodiment, said method can also comprise: demarcate each laboratory equipment.
In sum, technical solution of the present invention, the index that will can be shown in laboratory report by certain sample of way selection chosen, and calculate for selected index Auto-matching formula, and automatic typesetting display in laboratory report.Include laboratory equipment management in testing process, can select to demarcate qualified equipment in systems in which and test.Historical data analysis can be carried out to any index of any type sample of single client, also can the variation tendency of the multiple total index of more multiple client and absolute figure, analysis result all represents in patterned mode.
These are only some embodiments of the present invention, to those skilled in the art, without departing from the concept of the premise of the invention, also can carry out some distortion and improvement, these all belong to protection scope of the present invention.
Claims (8)
1. an experimental data acquisition analysis system, this system comprises:
Sample message Registration Module, for recording the essential information of sample and index to be determined; Described essential information comprises: the type of sample presentation unit, censorship department, sample, outward appearance, quantity and weight one of them or combination in any;
Raw measurement data logging modle, the experimental facilities relevant to index to be determined connects, for recording the raw measurement data index to be determined of sample being measured to rear generation;
Measurement result computing module, for being calculated by corresponding formula the measurement data needing in raw measurement data to calculate, being obtained sample measurement result and calculating data;
Sample experiments report generation module, calculates data for essential information per sample, sample raw measurement data and sample measurement result, automatically generates sample Electron laboratory report.
2. a kind of experimental data acquisition analysis system according to claim 1, is characterized in that: also comprise laboratory report pushing module, for described sample Electron laboratory report is pushed to responsible official;
Laboratory report memory module, for receiving described sample Electron laboratory report and storing;
Laboratory report display module, for showing described sample Electron laboratory report.
3. a kind of experimental data acquisition analysis system according to claim 1, is characterized in that: also comprise electronics and verify and stamped signature module, for carrying out electronics verification and stamped signature to described sample Electron laboratory report.
4. a kind of experimental data acquisition analysis system according to claim 1, is characterized in that: also comprise experimental facilities demarcating module, is connected with each laboratory equipment, for demarcating each laboratory equipment.
5. an experimental data capturing analysis method, the method comprises:
The essential information of A, record sample and index to be determined; Described essential information comprises: the type of sample presentation unit, censorship department, sample, outward appearance, quantity and weight one of them or combination in any;
B, record the raw measurement data index to be determined of sample being measured to rear generation;
C, the measurement data needing in raw measurement data to calculate to be calculated by corresponding formula, obtain sample measurement result and calculate data;
D, essential information, sample raw measurement data and sample measurement result per sample calculate data, automatically generate sample Electron laboratory report.
6. a kind of experimental data capturing analysis method according to claim 5, is characterized in that: also comprise after step D:
D1, described sample Electron laboratory report is pushed to responsible official;
D2, receive described sample Electron laboratory report and store;
D3, show described sample Electron laboratory report.
7. a kind of experimental data capturing analysis method according to claim 5, is characterized in that: also comprise and carry out electronics verification and stamped signature to described sample Electron laboratory report.
8. a kind of experimental data capturing analysis method according to claim 5, is characterized in that: also comprise experimental facilities demarcating module, is connected with each laboratory equipment, for demarcating each laboratory equipment.
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| CN105511595A (en) * | 2016-01-22 | 2016-04-20 | 中国石油化工股份有限公司 | Experimental data processing method and device |
| CN106248903A (en) * | 2016-07-11 | 2016-12-21 | 神华集团有限责任公司 | The processing method of coal sample data and system |
| CN107703201A (en) * | 2017-09-28 | 2018-02-16 | 韦彩霞 | A kind of aquaculture persticide residue early warning system |
| CN109614430A (en) * | 2018-12-05 | 2019-04-12 | 云南大学 | Configurable data acquisition and data verification system and method based on WLAN |
| CN110472896A (en) * | 2019-09-20 | 2019-11-19 | 上海华慧检测技术有限公司 | A kind of construction material combustion characteristics comprehensive test service system and method |
| CN111078663A (en) * | 2019-11-26 | 2020-04-28 | 蔡竞慧 | High-efficient experimental data analysis system |
| CN111311190A (en) * | 2020-02-25 | 2020-06-19 | 迈迪诺信医疗科技(上海)有限公司 | Experimental data management method convenient for data collection |
| CN113706021A (en) * | 2021-08-30 | 2021-11-26 | 上汽通用五菱汽车股份有限公司 | Python-based laboratory task management method and system |
| CN113837724A (en) * | 2021-09-28 | 2021-12-24 | 浙江艾凯普计算机系统服务有限公司 | Method for generating real-time online management report of laboratory |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN105511595A (en) * | 2016-01-22 | 2016-04-20 | 中国石油化工股份有限公司 | Experimental data processing method and device |
| CN106248903A (en) * | 2016-07-11 | 2016-12-21 | 神华集团有限责任公司 | The processing method of coal sample data and system |
| CN107703201A (en) * | 2017-09-28 | 2018-02-16 | 韦彩霞 | A kind of aquaculture persticide residue early warning system |
| CN109614430A (en) * | 2018-12-05 | 2019-04-12 | 云南大学 | Configurable data acquisition and data verification system and method based on WLAN |
| CN109614430B (en) * | 2018-12-05 | 2022-03-04 | 云南大学 | Configurable data acquisition and data verification system and method based on WLAN |
| CN110472896A (en) * | 2019-09-20 | 2019-11-19 | 上海华慧检测技术有限公司 | A kind of construction material combustion characteristics comprehensive test service system and method |
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| CN111078663A (en) * | 2019-11-26 | 2020-04-28 | 蔡竞慧 | High-efficient experimental data analysis system |
| CN111311190A (en) * | 2020-02-25 | 2020-06-19 | 迈迪诺信医疗科技(上海)有限公司 | Experimental data management method convenient for data collection |
| CN113706021A (en) * | 2021-08-30 | 2021-11-26 | 上汽通用五菱汽车股份有限公司 | Python-based laboratory task management method and system |
| CN113837724A (en) * | 2021-09-28 | 2021-12-24 | 浙江艾凯普计算机系统服务有限公司 | Method for generating real-time online management report of laboratory |
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