CN104408050A - Online automatic interpretation system and method of test data - Google Patents

Online automatic interpretation system and method of test data Download PDF

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Publication number
CN104408050A
CN104408050A CN201410587560.1A CN201410587560A CN104408050A CN 104408050 A CN104408050 A CN 104408050A CN 201410587560 A CN201410587560 A CN 201410587560A CN 104408050 A CN104408050 A CN 104408050A
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Prior art keywords
interpretation
data
test
report
parameter
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Inventor
杨飞
李亮
吴晓蕊
潘明健
薛凯
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China Academy of Launch Vehicle Technology CALT
Beijing Institute of Near Space Vehicles System Engineering
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China Academy of Launch Vehicle Technology CALT
Beijing Institute of Near Space Vehicles System Engineering
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Priority to CN201410587560.1A priority Critical patent/CN104408050A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/27Replication, distribution or synchronisation of data between databases or within a distributed database system; Distributed database system architectures therefor
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25Integrating or interfacing systems involving database management systems
    • G06F16/252Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application

Abstract

The invention belongs to an interpretation system and an interpretation method of aerospace, test and data, and particularly relates to an online automatic interpretation system and an online automatic interpretation method of test data. A mode that the data are pretreated by a data processing server and are interpreted by an interpretation terminal is adopted, and secondary calculation of a statistical value and a specific form is performed on the data by the data processing server, so that test personnel can conveniently and visually understand the physical meaning of the data, and the interpretation accuracy of the data is increased; the online automatic interpretation system of the test data supports two interpretation modes of a current test and a historical test, and after a data file is extracted by the data processing server, a file transmission mode based on a FTP (File Transfer Protocol) is adopted to replace a data query mode between the server and the interpretation terminal, so as to avoid the problem of data jamming caused by the condition that a database server responds to a concurrent query request. The online automatic interpretation system has the advantages that the interpretation efficiency of the test data can be obviously improved, problems of test equipment can be found and known in time, and the test cost and the interpretation time are reduced.

Description

A kind of on-line automatic interpreting system of test data and method
Technical field
The invention belongs to Aero-Space, test and data interpretation system and method, be specifically related to the on-line automatic interpreting system of a kind of test data and method.
Background technology
Along with the development of science and technology, the function and structure of aircraft becomes increasingly complex, the difficulty of test is also increasing, number of parameters is various, after test completes, working properly for confirming equipment, need to carry out interpretation to the correctness of data, the interpretation mode of traditional test data is: after having tested, arrange test data and form e-file, need treat that interpretation parameter prints to curve successively by hundreds of, by tester, artificial interpretation is carried out to data, as found, data and curves is abnormal, go the concrete data of checking that curve is corresponding again, finally to be signed confirmation by interpretation personnel, paper document is as interpretation foundation, only printing just need expend the long period, after test of many times, print the heap file of generation not only bad for archive management, more have impact on the efficiency of interpretation, in addition, during artificial interpretation, can only see that the figure of curve judges trend, each parameter pointwise can not be differentiated, often can miss some wild point and outlier, therefore, design a kind of cost-saving and time, the interpretation pattern and the method that improve interpretation efficiency and interpretation correctness just seem particularly important.
From document, there is no the example to carrying out the interpretation of on-line automaticization form for aircraft data both at home and abroad, therefore, exploitation one possesses online interpretation function, adopting artificial interpretation technology with automatically combining, can store the significant and practical value of the on-line automatic interpreting system of sentence read result and report with electronic form.
Summary of the invention
The object of this invention is to provide the on-line automatic interpreting system of a kind of test data and method, adopt the pattern of " data processing server preprocessed data+interpretation terminal interpretation data ", interpretation can be carried out to when time test figure and historical test data, and the secondary calculating of statistical value and particular form can be carried out to data, improve interpretation accuracy, and system possesses artificial and automatic interpretation two kinds of patterns, the automatical and efficient coupling of time criterion and amplitude criterion can be comprised to test data according to criterion, automatic output sentence read result after interpretation completes, Interpretation Report is preserved in a database, revise without must not authorize, this system and method can significantly improve interpretation efficiency, save experimentation cost and time, ensure that test is carried out smoothly.
The present invention is achieved in that the on-line automatic interpreting system of a kind of test data, and comprise data processing server, the network switch and multiple stage interpretation terminal, data processing server is connected with the network switch, and the network switch is connected respectively with multiple stage interpretation terminal.
The on-line automatic interpretation method of a kind of test data, comprises following steps:
(1) data processing server read this test in collect data file, by after data analysis process stored in database, wait for be sent to interpretation terminal;
(2) after user logs in interpretation terminal, select interpretation parameter, parameter can be selected when this test data tested and history interpretation data, and be committed to data processing server, data processor extracts corresponding data file from database, is sent to each interpretation terminal;
(3) user's interpretation starts interpretation, can select artificial or automatic two kinds of interpretation patterns, browse interpretation by curve, form, record each parameter sentence read result successively, generates Interpretation Report, and sentence read result and report submission are saved to database;
(4) as sentence read result is wrong, need amendment report, then according to user right, report content is modified and again uploads preservation.
Wherein step (1) data processing server reads the data file collected in this test, by the flow process of data analysis process is:
1) data file in test is collected, after arranging Data Source file, user inputs the attribute information of this test, comprise the information such as test name, test period, place, test event, state, as the foundation of follow-up history test retrieval, after input, select Data Source file as the source of data importing;
2) to step 1) in data file in Data Source file, read successively, data according to reading order stored in database;
3) step 2) in, as digital independent is complete, then continue next step work, as complete in do not read, then continue read data files successively.
4) step 3) in, after digital independent, successively statistical value calculating is carried out to parameter, comprise parameters maximal value, minimum value and average, stored in database after calculating;
5) carry out secondary calculating to specific data successively, secondary calculating comprises gets the operation such as sine, cosine to special parameter, to be easier to understand this parameter practical significance, stored in database after calculating;
6) data processing completes, and waits pending data to be sent to browsing terminal.
Described step (2) data processing server extracts corresponding data file from database, and the flow process being sent to each interpretation terminal is:
1), after user logs in browsing terminal, select to treat at browsing terminal the test data that the test of interpretation and this Test pack contain;
2) data server obtains the selection of user, judges the type of test and the data chosen;
3) step 2) in, the data chosen as user are historical data, then retrieval server history data file folder, finds the document location that the test figure chosen with user is corresponding;
4) in step 2, the data chosen as user are current data, then retrieval server current data file folder, finds the document location that the test figure chosen with user is corresponding;
5) corresponding test data file is extracted from data folder;
6) by the data file that FTP will extract, according to the selection of each terminal, each interpretation terminal is sent to successively.
Described step (3) user in the flow process of interpretation terminal Develop Data interpretation is:
1) first user selects interpretation pattern, is divided into automatic interpretation and artificial interpretation;
2) step 1) in, if interpretation pattern is automatic interpretation, then user selects the parameter treating interpretation, then chooses the automatic interpretation criterion for this parameter, after performing automatic interpretation, automatically generates sentence read result;
3) step 1) in, if interpretation pattern is artificial interpretation, then select the parameter treating interpretation, by the mode manually browsed, carry out the interpretation of parametric line form, parameter approximate trend is judged, again supplemental characteristic is carried out to the detailed combing of form, pay close attention to the data variation of specified point, after interpretation completes, fill in sentence read result;
4) step 2) and 3) in, after sentence read result completes, system generates Interpretation Report according to sentence read result automatically;
5) step 4) in, Interpretation Report is stored in database after generating by Interpretation Report, also can directly printed report preserve as interpretation foundation.
In described step (3), the flow process of interpretation terminal automatic interpretation is:
1) interpretation terminal extracts the criterion of certain parameter automatic interpretation, and criterion comprises time criterion and amplitude criterion, and time criterion is the concrete moment that this parameter should occur, and amplitude criterion is the bound scope of this parameter physical significance;
2) interpretation terminal extracting parameter data, and automatic interpretation criterion is mated;
3) there is the moment according to actual parameter, first judge whether this parameter temporal criterion mates;
4) step 3) in, as time criterion coupling, then continue to judge whether amplitude criterion meets;
5) step 3) in, as time criterion is not mated, then directly export sentence read result, this parameter, according to criterion, is exception, and follow-up waiting investigates the reason producing exception;
6) step 4) in, continue to judge whether amplitude criterion mates, as coupling, then illustrate that this parameter temporal all mates with amplitude criterion, export sentence read result, this parameter interpretation is normal;
7) step 4) in, as amplitude criterion is not mated, export sentence read result, this parameter, according to criterion, is exception, and follow-up waiting investigates the reason producing exception;
8) step 5)-7) in, after exporting sentence read result, user need confirm sentence read result, writes Interpretation Report after confirmation.
The flow process of described step (4) Interpretation Report amendment is:
1), after interpretation terminates, user is in interpretation terminal check data interpretation result;
2) interpretation terminal, according to sentence read result, generates Interpretation Report, submits data processing server to;
3) user is at interpretation terminal check, and Interpretation Report is the need of amendment;
4) step 3) in, as Interpretation Report do not need amendment, then user is after interpretation terminal check, data processing server by Interpretation Report stored in database;
5) step 3) in, as Interpretation Report needs amendment, then interpretation terminal continues to confirm, needs the Interpretation Report of amendment whether to belong to this test;
6) step 5) in, if need the Interpretation Report of amendment to belong to this test, then user directly to report amendment, and can submit data processing server in interpretation terminal;
7) step 5) in, if need the Interpretation Report of amendment to belong to history test, then, after needing data administrator to input password confirming, this Interpretation Report could be extracted from data processing server, after amendment this report, submit data processing server to;
8) step 2)-7) in, after data processing server is submitted in report to, report is saved to database by data processing server.
Advantage of the present invention is, (1) by the on-line automatic interpreting system of test data being applicable to aviation aircraft test link provided by the invention, adopt the pattern of data processing server preprocessed data+interpretation terminal interpretation data, data processing server can carry out the secondary calculating of statistical value and particular form to data, facilitate tester's more intuitivism apprehension Data Physical meaning, improve the accuracy of data interpretation; (2) the on-line automatic interpreting system support of test data when time test and history test two kinds of interpretation patterns, after data processing server extracts data file, server and interpretation terminal room adopt the file transfer pattern based on FTP to replace data query pattern, avoid the problem that database server response concurrent inquiry request causes data jamming; (3) the on-line automatic interpreting system of test data comprises artificial and automatic interpretation two kinds of patterns, as concrete data paid close attention to by needs, artificial interpretation pattern can be adopted, for special parameter, automatical and efficient coupling and the comparison of time criterion and amplitude criterion can be comprised to test data according to automatic interpretation criterion, automatic output sentence read result after interpretation completes, significantly improves interpretation efficiency; (4) result of interpretation is preserved with electronic form, the saving of more traditional interpretation form is printed as this and storage space, and Interpretation Report is as the foundation of sentence read result, can not arbitrarily change, can change after needing test data keeper to authorize, improve efficiency and the reliability of sentence read result maintenance.The efficiency of test data interpretation can be significantly improved by the present invention, the problem that Timeliness coverage and understanding testing equipment produce, reduce testing expense and interpretation time, multiple test type and pattern can be adapted to, this technology is applied to actual production significant.
Accompanying drawing explanation
Fig. 1 is the on-line automatic interpreting system schematic diagram of a kind of test data;
Fig. 2 is that data processing server reads the data file collected in this test, by the process flow diagram of data analysis process;
Fig. 3 is that data processing server extracts corresponding data file from database, is sent to the process flow diagram of each interpretation terminal;
Fig. 4 is the process flow diagram of user in the interpretation of interpretation terminal Develop Data;
Fig. 5 is the process flow diagram of interpretation terminal automatic interpretation;
Fig. 6 is the process flow diagram of Interpretation Report amendment.
Embodiment
Below in conjunction with the drawings and specific embodiments, the present invention is described in detail:
As shown in Figure 1, the on-line automatic interpreting system of a kind of test data, comprise data processing server, the network switch and multiple stage interpretation terminal, data processing server is connected with the network switch, the network switch is connected respectively with multiple stage interpretation terminal, data processing server complete test data pre-service and stored in database; Judge that terminal completes the artificial of test data or automatic interpretation and report generation; The network switch provides path for data processing server and interpretation terminal ethernet communication.
The on-line automatic interpretation method of a kind of test data, comprises following steps:
(1) data processing server read this test in collect data file, by after data analysis process stored in database, wait for be sent to interpretation terminal;
(2) after user logs in interpretation terminal, select interpretation parameter, parameter can be selected when this test data tested and history interpretation data, and be committed to data processing server, data processor extracts corresponding data file from database, is sent to each interpretation terminal;
(3) user's interpretation starts interpretation, can select artificial or automatic two kinds of interpretation patterns, browse interpretation by curve, form, record each parameter sentence read result successively, generates Interpretation Report, and sentence read result and report submission are saved to database;
(4) as sentence read result is wrong, need amendment report, then according to user right, report content is modified and again uploads preservation.
As shown in Figure 2, wherein step (1) data processing server reads the data file collected in this test, by the flow process of data analysis process is:
1) data file in test is collected, after arranging Data Source file, user inputs the attribute information of this test, comprise the information such as test name, test period, place, test event, state, as the foundation of follow-up history test retrieval, after input, select Data Source file as the source of data importing;
2) to step 1) in data file in Data Source file, read successively, data according to reading order stored in database;
3) step 2) in, as digital independent is complete, then continue next step work, as complete in do not read, then continue read data files successively.
4) step 3) in, after digital independent, successively statistical value calculating is carried out to parameter, comprise parameters maximal value, minimum value and average, stored in database after calculating;
5) carry out secondary calculating to specific data successively, secondary calculating comprises gets the operation such as sine, cosine to special parameter, to be easier to understand this parameter practical significance, stored in database after calculating;
6) data processing completes, and waits pending data to be sent to browsing terminal.
As shown in Figure 3, step (2) data processing server extracts corresponding data file from database, and the flow process being sent to each interpretation terminal is:
1), after user logs in browsing terminal, select to treat at browsing terminal the test data that the test of interpretation and this Test pack contain;
2) data server obtains the selection of user, judges the type of test and the data chosen;
3) step 2) in, the data chosen as user are historical data, then retrieval server history data file folder, finds the document location that the test figure chosen with user is corresponding;
4) in step 2, the data chosen as user are current data, then retrieval server current data file folder, finds the document location that the test figure chosen with user is corresponding;
5) corresponding test data file is extracted from data folder;
6) by the data file that FTP will extract, according to the selection of each terminal, each interpretation terminal is sent to successively.
As shown in Figure 4, step (3) user in the flow process of interpretation terminal Develop Data interpretation is:
1) first user selects interpretation pattern, is divided into automatic interpretation and artificial interpretation;
2) step 1) in, if interpretation pattern is automatic interpretation, then user selects the parameter treating interpretation, then chooses the automatic interpretation criterion for this parameter, after performing automatic interpretation, automatically generates sentence read result;
3) step 1) in, if interpretation pattern is artificial interpretation, then select the parameter treating interpretation, by the mode manually browsed, carry out the interpretation of parametric line form, parameter approximate trend is judged, again supplemental characteristic is carried out to the detailed combing of form, pay close attention to the data variation of specified point, after interpretation completes, fill in sentence read result;
4) step 2) and 3) in, after sentence read result completes, system generates Interpretation Report according to sentence read result automatically;
5) step 4) in, Interpretation Report is stored in database after generating by Interpretation Report, also can directly printed report preserve as interpretation foundation.
As shown in Figure 5, in step (3), the flow process of interpretation terminal automatic interpretation is:
1) interpretation terminal extracts the criterion of certain parameter automatic interpretation, and criterion comprises time criterion and amplitude criterion, and time criterion is the concrete moment that this parameter should occur, and amplitude criterion is the bound scope of this parameter physical significance;
2) interpretation terminal extracting parameter data, and automatic interpretation criterion is mated;
3) there is the moment according to actual parameter, first judge whether this parameter temporal criterion mates;
4) step 3) in, as time criterion coupling, then continue to judge whether amplitude criterion meets;
5) step 3) in, as time criterion is not mated, then directly export sentence read result, this parameter, according to criterion, is exception, and follow-up waiting investigates the reason producing exception;
6) step 4) in, continue to judge whether amplitude criterion mates, as coupling, then illustrate that this parameter temporal all mates with amplitude criterion, export sentence read result, this parameter interpretation is normal;
7) step 4) in, as amplitude criterion is not mated, export sentence read result, this parameter, according to criterion, is exception, and follow-up waiting investigates the reason producing exception;
8) step 5)-7) in, after exporting sentence read result, user need confirm sentence read result, writes Interpretation Report after confirmation.
As shown in Figure 6, the flow process of step (4) Interpretation Report amendment is:
1), after interpretation terminates, user is in interpretation terminal check data interpretation result;
2) interpretation terminal, according to sentence read result, generates Interpretation Report, submits data processing server to;
3) user is at interpretation terminal check, and Interpretation Report is the need of amendment;
4) step 3) in, as Interpretation Report do not need amendment, then user is after interpretation terminal check, data processing server by Interpretation Report stored in database;
5) step 3) in, as Interpretation Report needs amendment, then interpretation terminal continues to confirm, needs the Interpretation Report of amendment whether to belong to this test;
6) step 5) in, if need the Interpretation Report of amendment to belong to this test, then user directly to report amendment, and can submit data processing server in interpretation terminal;
7) step 5) in, if need the Interpretation Report of amendment to belong to history test, then, after needing data administrator to input password confirming, this Interpretation Report could be extracted from data processing server, after amendment this report, submit data processing server to;
8) step 2)-7) in, after data processing server is submitted in report to, report is saved to database by data processing server.

Claims (7)

1. the on-line automatic interpreting system of test data, is characterized in that: comprise data processing server, the network switch and multiple stage interpretation terminal, data processing server is connected with the network switch, and the network switch is connected respectively with multiple stage interpretation terminal.
2. the on-line automatic interpretation method of test data, is characterized in that: comprise following steps:
(1) data processing server read this test in collect data file, by after data analysis process stored in database, wait for be sent to interpretation terminal;
(2) after user logs in interpretation terminal, select interpretation parameter, parameter can be selected when this test data tested and history interpretation data, and be committed to data processing server, data processor extracts corresponding data file from database, is sent to each interpretation terminal;
(3) user's interpretation starts interpretation, can select artificial or automatic two kinds of interpretation patterns, browse interpretation by curve, form, record each parameter sentence read result successively, generates Interpretation Report, and sentence read result and report submission are saved to database;
(4) as sentence read result is wrong, need amendment report, then according to user right, report content is modified and again uploads preservation.
3. the on-line automatic interpretation method of a kind of test data as claimed in claim 1, is characterized in that: wherein step (1) data processing server reads the data file collected in this test, by the flow process of data analysis process is:
1) data file in test is collected, after arranging Data Source file, user inputs the attribute information of this test, comprise the information such as test name, test period, place, test event, state, as the foundation of follow-up history test retrieval, after input, select Data Source file as the source of data importing;
2) to step 1) in data file in Data Source file, read successively, data according to reading order stored in database;
3) step 2) in, as digital independent is complete, then continue next step work, as complete in do not read, then continue read data files successively.
4) step 3) in, after digital independent, successively statistical value calculating is carried out to parameter, comprise parameters maximal value, minimum value and average, stored in database after calculating;
5) carry out secondary calculating to specific data successively, secondary calculating comprises gets the operation such as sine, cosine to special parameter, to be easier to understand this parameter practical significance, stored in database after calculating;
6) data processing completes, and waits pending data to be sent to browsing terminal.
4. as claim 2 on-line automatic interpretation method of test data, it is characterized in that: described step (2) data processing server extracts corresponding data file from database, and the flow process being sent to each interpretation terminal is:
1), after user logs in browsing terminal, select to treat at browsing terminal the test data that the test of interpretation and this Test pack contain;
2) data server obtains the selection of user, judges the type of test and the data chosen;
3) step 2) in, the data chosen as user are historical data, then retrieval server history data file folder, finds the document location that the test figure chosen with user is corresponding;
4) in step 2, the data chosen as user are current data, then retrieval server current data file folder, finds the document location that the test figure chosen with user is corresponding;
5) corresponding test data file is extracted from data folder;
6) by the data file that FTP will extract, according to the selection of each terminal, each interpretation terminal is sent to successively.
5. as claim 2 on-line automatic interpretation method of test data, it is characterized in that: described step (3) user in the flow process of interpretation terminal Develop Data interpretation is:
1) first user selects interpretation pattern, is divided into automatic interpretation and artificial interpretation;
2) step 1) in, if interpretation pattern is automatic interpretation, then user selects the parameter treating interpretation, then chooses the automatic interpretation criterion for this parameter, after performing automatic interpretation, automatically generates sentence read result;
3) step 1) in, if interpretation pattern is artificial interpretation, then select the parameter treating interpretation, by the mode manually browsed, carry out the interpretation of parametric line form, parameter approximate trend is judged, again supplemental characteristic is carried out to the detailed combing of form, pay close attention to the data variation of specified point, after interpretation completes, fill in sentence read result;
4) step 2) and 3) in, after sentence read result completes, system generates Interpretation Report according to sentence read result automatically;
5) step 4) in, Interpretation Report is stored in database after generating by Interpretation Report, also can directly printed report preserve as interpretation foundation.
6. as claim 2 on-line automatic interpretation method of test data, it is characterized in that: in described step (3), the flow process of interpretation terminal automatic interpretation is:
1) interpretation terminal extracts the criterion of certain parameter automatic interpretation, and criterion comprises time criterion and amplitude criterion, and time criterion is the concrete moment that this parameter should occur, and amplitude criterion is the bound scope of this parameter physical significance;
2) interpretation terminal extracting parameter data, and automatic interpretation criterion is mated;
3) there is the moment according to actual parameter, first judge whether this parameter temporal criterion mates;
4) step 3) in, as time criterion coupling, then continue to judge whether amplitude criterion meets;
5) step 3) in, as time criterion is not mated, then directly export sentence read result, this parameter, according to criterion, is exception, and follow-up waiting investigates the reason producing exception;
6) step 4) in, continue to judge whether amplitude criterion mates, as coupling, then illustrate that this parameter temporal all mates with amplitude criterion, export sentence read result, this parameter interpretation is normal;
7) step 4) in, as amplitude criterion is not mated, export sentence read result, this parameter, according to criterion, is exception, and follow-up waiting investigates the reason producing exception;
8) step 5)-7) in, after exporting sentence read result, user need confirm sentence read result, writes Interpretation Report after confirmation.
7. as claim 2 on-line automatic interpretation method of test data, it is characterized in that: the flow process of described step (4) Interpretation Report amendment is:
1), after interpretation terminates, user is in interpretation terminal check data interpretation result;
2) interpretation terminal, according to sentence read result, generates Interpretation Report, submits data processing server to;
3) user is at interpretation terminal check, and Interpretation Report is the need of amendment;
4) step 3) in, as Interpretation Report do not need amendment, then user is after interpretation terminal check, data processing server by Interpretation Report stored in database;
5) step 3) in, as Interpretation Report needs amendment, then interpretation terminal continues to confirm, needs the Interpretation Report of amendment whether to belong to this test;
6) step 5) in, if need the Interpretation Report of amendment to belong to this test, then user directly to report amendment, and can submit data processing server in interpretation terminal;
7) step 5) in, if need the Interpretation Report of amendment to belong to history test, then, after needing data administrator to input password confirming, this Interpretation Report could be extracted from data processing server, after amendment this report, submit data processing server to;
8) step 2)-7) in, after data processing server is submitted in report to, report is saved to database by data processing server.
CN201410587560.1A 2014-10-28 2014-10-28 Online automatic interpretation system and method of test data Pending CN104408050A (en)

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CN106650939A (en) * 2016-11-21 2017-05-10 中国航天科工集团第四研究院第四总体设计部 Test data intelligence interpretation method based on knowledge base
CN106997487A (en) * 2017-02-28 2017-08-01 北京临近空间飞行器系统工程研究所 A kind of Aerospace vehicle test data automatic interpretation method in knowledge based storehouse
CN106997487B (en) * 2017-02-28 2020-07-14 北京临近空间飞行器系统工程研究所 Knowledge base-based aircraft test data automatic interpretation method
CN108170371A (en) * 2017-12-07 2018-06-15 北京空间技术研制试验中心 Interpretation conclusion compression and storage method
CN109344084B (en) * 2018-11-09 2021-10-22 北京空间技术研制试验中心 Spacecraft test data post interpretation and criterion verification method
CN109344084A (en) * 2018-11-09 2019-02-15 北京空间技术研制试验中心 The subsequent interpretation of spacecraft test data and criterion verification method
CN109582702A (en) * 2018-12-03 2019-04-05 张东 A kind of off-line data processing system and method based on Spacecraft TT&C
CN109582702B (en) * 2018-12-03 2023-04-28 张东 Post-hoc data processing system and method based on aircraft measurement and control
CN111045874A (en) * 2019-10-31 2020-04-21 北京航天自动控制研究所 General method for solving process step data interpretation by test-launch control software modeling
CN111045874B (en) * 2019-10-31 2023-05-12 北京航天自动控制研究所 Universal method for modeling solving flow step data interpretation by test initiation control software
CN110866703A (en) * 2019-11-20 2020-03-06 珠海圣美生物诊断技术有限公司 Interpretation management method, system and server
CN112579668A (en) * 2020-12-15 2021-03-30 北京动力机械研究所 Intelligent interpretation method and device based on big data
CN113399291A (en) * 2021-04-27 2021-09-17 武汉海创电子股份有限公司 Automatic analysis and screening system and method for high and low temperature test data of quartz crystal oscillator
CN113399291B (en) * 2021-04-27 2022-02-01 武汉海创电子股份有限公司 Automatic analysis and screening system and method for high and low temperature test data of quartz crystal oscillator
CN116450991A (en) * 2023-04-18 2023-07-18 中国人民解放军海军航空大学 Rocket test data automatic interpretation method, system, electronic equipment and storage medium

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Application publication date: 20150311