CN102984325A - System and method for integrating mobile phone test data - Google Patents
System and method for integrating mobile phone test data Download PDFInfo
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Abstract
Disclosed are a system and a method for integrating mobile phone test data. The system comprises a mobile phone test platform and a file server. The mobile phone test platform is connected with the file server through a network. Data acquisition software used for acquiring the mobile phone test data is arranged in the mobile phone test platform. The file server comprises a test data receiving module, a test data analyzing module and a test database. The test data receiving module receives the mobile phone test data acquired by the mobile phone test platform, and the test data analyzing module analyzes mobile phone test detail data according to the mobile phone test data and saves the mobile phone test detail data into the test database. The system and the method for integrating the mobile phone test data can automatically acquire the mobile phone test data of a mobile phone in the process of testing in real time, and automatically extract the mobile phone test detail data from the test data to classify and gather the mobile phone test detail data. Thus, the problems that, in the prior art, manual acquisition and analysis of the mobile phone test data is large in computing amount and low in efficiency and accuracy are solved, and timeliness of mobile phone test data acquisition is ensured.
Description
Technical field
The present invention relates to the field tests of mobile terminal device, relate in particular to a kind of mobile phone test data integrated system and method.
Background technology
Along with the Mobile portable equipment functions such as mobile phone are constantly expanded upgrading, therefore, in process of production, need to the project of its test also constantly be increased.Manufacturing works are for mobile phone test data CPK(process capability index) analysis require also more and more higher, and the order of magnitude process capability analysis in the mobile phone test data need to be carried out at the test manufacture initial stage of product, to prevent the testing efficiency of its test process de-stabilising effect volume production.
At present, the mobile phone test order of magnitude comprises national standard and company standard, according to different chip research/development platforms, mobile phone test project and the Test Strategy of different model are not quite similar, simultaneously, after test manufacture initial stage and volume production, all the optimisation strategy adjustment can be arranged, the test data file amount that produces is large, and prior art often all is by manual collection, calculating, so that workload is large, testing efficiency is low, and accuracy is not high.
Therefore, prior art has yet to be improved and developed.
Summary of the invention
In view of above-mentioned the deficiencies in the prior art part, the present invention proposes a kind of automatically Real-time Collection, analyzes mobile phone test data integrated system and method that the mobile phone test data are stored for solving prior art defective and deficiency.
The technical scheme that technical solution problem of the present invention adopts is as follows: a kind of mobile phone test data integrated system, comprise mobile phone test platform and file server, and described mobile phone test platform is connected with file server by network; Comprise in the described mobile phone test machine platform for the data acquisition software that gathers the mobile phone test data, described file server comprises test data receiver module, test data analysis module and test database; Described test data receiver module receives the mobile phone test data that described mobile phone test platform gathers; Described test data analysis module goes out the mobile phone test detailed data according to described mobile phone test data analysis and stores in the test database.
Described file server also comprises test data compress backup module, is used for that described test data is carried out compress backup and processes.
Described mobile phone test data comprise mobile phone test project, bound index, test result, production batch number, model information.
Described file server is for supporting the file server of File Transfer Protocol.
A kind of mobile phone test data integration method also is provided, is used for the test data of mobile phone test platform collection is uploaded to file server, comprise the steps:
Described mobile phone test platform arranges the data acquisition software that gathers the mobile phone test data;
Described file server arranges test data receiver module, test data analysis module and test database;
Described mobile phone test platform is connected with described file server by network;
Described mobile phone test platform gathers the mobile phone test Data Concurrent and gives described test data receiver module;
Described test data receiver module receives the mobile phone test data and sends to described test data analysis module;
Data analysis goes out the mobile phone test detailed data and stores in the test database described test data analysis module according to mobile phone test.
Described test data analysis module is during according to mobile phone test data analysis mobile phone test detailed data, namely deletes corresponding mobile phone test data after analyzing successfully, then corresponding mobile phone test data is saved in the misdata file when analyzing unsuccessfully.
Described mobile phone test data comprise mobile phone test project, bound index, test result, production batch number, model information.
The user writes VBA programmed scripts and EXCEL file with data after inquiring about mobile phone test detailed data in the described test database, and the mobile phone test detailed data is decomposed in the different form of EXCEL file according to detail.
Described file server also arranges test data compress backup module, is used for that described test data is carried out compress backup and processes.
Described file server adopts the file server of supporting File Transfer Protocol.
Compared with prior art, the present invention is the test data of Real-time Collection mobile phone in test process automatically, and the detailed data that automatically extracts mobile phone test from test data carries out Classifying Sum, solved the problem that the artificial collection analysis mobile phone test of prior art data amount of calculation is large, efficient is low, accuracy is not high, guarantee the ageing of mobile phone test data acquisition, improved operating efficiency; The user forms the file of EXCEL form by downloading test detailed data Classifying Sum, so that the data query process can carry out at local computing, and do not carry out at file server, has reduced the data analysis pressure of file server.
Description of drawings
Fig. 1 is the structured flowchart of mobile phone test data integrated system preferred embodiment of the present invention.
Fig. 2 is the workflow diagram of mobile phone test data integration method preferred embodiment of the present invention.
Embodiment
For making purpose of the present invention, technical scheme and advantage clearer, clear and definite, developing simultaneously referring to accompanying drawing, the present invention is described in more detail for embodiment.Should be appreciated that specific embodiment described herein only in order to explain the present invention, is not intended to limit the present invention.
For the mobile phone test order of magnitude, importantly test data is carried out automatic collection analysis, then form form, for the mobile phone test work of mobile phone manufacturing works provides the visual data analysis.
Mobile phone test data integrated system of the present invention is based on the manufacturing line that the file server computer being installed and being used for image data realizes, this integration system preferred embodiment structure chart as shown in Figure 1, it comprises mobile phone test platform 10 and file server 20, and described mobile phone test platform 10 is connected with file server 20 by network; Comprise in the described mobile phone test machine platform 10 for the data acquisition software 101 that gathers the mobile phone test data, described file server 20 comprises test data receiver module 201, test data analysis module 202 and test database 203; Described test data receiver module 201 receives the mobile phone test data that described mobile phone test platform gathers; Described test data analysis module 202 goes out the mobile phone test detailed data according to described mobile phone test data analysis and stores in the test database 203.As preferred embodiment, integration system also comprises test data compress backup module 204, is used for that described test data is carried out compress backup and processes.
Particularly, mobile phone test platform 10 is the computer and the dependence test equipment that are used for the collecting test data of installing on the manufacturing line, because the dependence test devices collect data belongs to prior art, does not give unnecessary details herein.Only the data acquisition software with regard to improved computer and installation thereof carries out job description.The data that the every interval of this mobile phone test platform gathered production line test platform (being the dependence test equipment on the production line) in 10 seconds automatically generate test report file, test report file is the file of expansion rpt by name, file name forms with test station+plate number+computer name+date Hour Minute Second, content is text formatting, these mobile phone test data comprise the mobile phone test project, the bound index, test result, production batch number and model information, test data uploads to file server 20 by network by data acquisition software, file server is supported File Transfer Protocol, after file server 20 receives test data by test data receiver module 201, processed by test data analysis module 202, test report file is carried out sub-station according to the rule of filename, date creates file and preserves, and the variation of test report file in the Real Time Monitoring file server, as change, the test report file that is about to change is sent under the RealtimeTestReport catalogue, read simultaneously these test report file contents and carry out the line by line decomposition of text, decomposite the mobile phone test project, the bound index, test result, store in the test database 203 after production batch number and the model information.Test data compress backup module 204 provides the function of the test report file of every day being carried out automatic Compression and backup, with the space of releasing document server.
Mobile phone test data integration method of the present invention realizes that based on above-mentioned integration system as shown in Figure 2, the realization of the inventive method preferred embodiment comprises the steps:
S100, described mobile phone test platform arrange the data acquisition software that gathers the mobile phone test data;
S200, described file server arranges test data receiver module, test data analysis module and test database;
S300 is connected by network described mobile phone test platform with described file server; File server is supported File Transfer Protocol, makes the data acquisition software of mobile phone test platform the mobile phone test data communication device that gathers be crossed network by File Transfer Protocol and sends to file server;
S400, described mobile phone test platform gathers the mobile phone test Data Concurrent and gives described test data receiver module;
S500, described test data receiver module receives the mobile phone test data and sends to described test data analysis module;
S600, data analysis goes out the mobile phone test detailed data and stores in the test database described test data analysis module according to mobile phone test;
S700, described file server also arrange test data compress backup module, are used for that described test data is carried out compress backup and process;
S800, user write VBA programmed scripts and EXCEL file with data after inquiring about mobile phone test detailed data in the described test database, and the mobile phone test detailed data is decomposed in the different form of EXCEL file according to detail.
Particularly, the data that the every interval of mobile phone test platform gathered the production line test platform in 10 seconds automatically generate test report file, test report file is the file of expansion rpt by name, file name forms with " test station+plate number+computer name+date Hour Minute Second ", content is text formatting, these mobile phone test data comprise the mobile phone test project, the bound index, test result, production batch number and model information, test data uploads to file server by network by data acquisition software, after file server receives test data by the test data receiver module, processed by the test data analysis module, test report file is carried out sub-station according to the rule of filename, date creates file and preserves, and the variation of test report file in the Real Time Monitoring file server, as change, the test report file that is about to change is sent under the RealtimeTestReport catalogue, read simultaneously these test report file contents and carry out the line by line decomposition of text, decomposite the mobile phone test project, the bound index, test result, store in the test database after production batch number and the model information.Should be noted that, described test data analysis module is during according to mobile phone test data analysis mobile phone test detailed data, namely delete corresponding mobile phone test data after analyzing successfully, then corresponding mobile phone test data are saved in the misdata file when analyzing unsuccessfully, in order to needing from now on inquiry.
The test data compress backup module that arranges on the file server then provides the function of the test report file of every day being carried out automatic Compression and backup, with the space of releasing document server.
When the user need to inquire about test data, can be by plate number, production batch number, type or time period are carried out the inquiry of detailed data, according to these individual data querying conditions, perhaps search matched record in the test database of data splitting querying condition in file server, concrete methods of realizing can make the user be connected with file server by local computing, after inquiring matched data according to querying condition, data in the test database are downloaded, according to the EXCEL template automatic generation of data record that test database returns write VBA programmed scripts and EXCEL file, and will test in the different forms (sheet) that detailed data decomposes the EXCEL file, the concrete sheet example that thes contents are as follows, certainly, these only are examples, and people can adjust according to needs separately.
Sheet1 is mobile phone test project indicator scope, corresponding test event and the indication range of automatic classifying inquiry;
Sheet2 to Sheet6 is that the mobile phone test project is detailed, and according to the control of EXCEL file number of columns size, the corresponding test event of automatic classifying inquiry is detailed decomposes, maximum parallel 910 the test orders of magnitude of supporting;
Sheet7 is all test event process capability analyses of mobile phone, according to the mobile phone test project indicator range data of Sheet1, automatically calculates all test event process capability data of Sheet2 to Sheet6;
Sheet8 is the analysis of the single test event process capability of mobile phone, automatically copy the mobile phone test project indicator range data of Sheet1, the corresponding test event of user selection, input respective objects value (optional) and subgroup size (being defaulted as 1), automatically calculate the single test event process capability of mobile phone of Sheet2 to Sheet6 and analyze, draw simultaneously corresponding process capability figure;
Sheet9 is the analysis of mobile phone test detailed data, and stand percent of pass and failure code of the detailed anchor clamps of test, the worker who automatically calculates Sheet2 to Sheet6 calculated, analyzed.
Should be understood that; the above only is preferred embodiment of the present invention; be not sufficient to limit technical scheme of the present invention; for those of ordinary skills; within the spirit and principles in the present invention; can be increased and decreased according to the above description, replacement, conversion or improvement, and all these increases and decreases, replacement, conversion or improve after technical scheme, all should belong to the protection range of claims of the present invention.
Claims (10)
1. a mobile phone test data integrated system is characterized in that, comprises mobile phone test platform and file server, and described mobile phone test platform is connected with file server by network; Comprise in the described mobile phone test machine platform for the data acquisition software that gathers the mobile phone test data, described file server comprises test data receiver module, test data analysis module and test database; Described test data receiver module receives the mobile phone test data that described mobile phone test platform gathers; Described test data analysis module goes out the mobile phone test detailed data according to described mobile phone test data analysis and stores in the test database.
2. mobile phone test data integrated system according to claim 1 is characterized in that, described file server also comprises test data compress backup module, is used for that described test data is carried out compress backup and processes.
3. mobile phone test data integrated system according to claim 1 is characterized in that, described mobile phone test data comprise mobile phone test project, bound index, test result, production batch number, model information.
4. according to claim 1 to 3 each described mobile phone test data integrated systems, it is characterized in that described file server is for supporting the file server of File Transfer Protocol.
5. a mobile phone test data integration method is used for the test data of mobile phone test platform collection is uploaded to file server, it is characterized in that, comprises the steps:
Described mobile phone test platform arranges the data acquisition software that gathers the mobile phone test data;
Described file server arranges test data receiver module, test data analysis module and test database;
Described mobile phone test platform is connected with described file server by network;
Described mobile phone test platform gathers the mobile phone test Data Concurrent and gives described test data receiver module;
Described test data receiver module receives the mobile phone test data and sends to described test data analysis module;
Data analysis goes out the mobile phone test detailed data and stores in the test database described test data analysis module according to mobile phone test.
6. mobile phone test data integration method according to claim 5, it is characterized in that, described test data analysis module is during according to mobile phone test data analysis mobile phone test detailed data, namely delete corresponding mobile phone test data after analyzing successfully, then corresponding mobile phone test data are saved in the misdata file when analyzing unsuccessfully.
7. mobile phone test data integration method according to claim 5 is characterized in that, described mobile phone test data comprise mobile phone test project, bound index, test result, production batch number, model information.
8. according to claim 5 to 7 each described mobile phone test data integration methods, it is characterized in that, also comprise step: the user writes VBA programmed scripts and EXCEL file with data after inquiring about mobile phone test detailed data in the described test database, and the mobile phone test detailed data is decomposed in the different form of EXCEL file according to detail.
9. mobile phone test data integration method according to claim 8 is characterized in that, described file server also arranges test data compress backup module, is used for that described test data is carried out compress backup and processes.
10. mobile phone test data integration method according to claim 9 is characterized in that, described file server adopts the file server of supporting File Transfer Protocol.
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Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103389938A (en) * | 2013-06-27 | 2013-11-13 | 赛龙通信技术（深圳）有限公司 | Log CPK analysis method and system |
| CN103428319A (en) * | 2013-06-28 | 2013-12-04 | 赛龙通信技术（深圳）有限公司 | Analyzing and backing-up device and method for cellphone testing machine |
| CN103699470A (en) * | 2013-12-04 | 2014-04-02 | 四川长虹电器股份有限公司 | Automatic test data storage method |
| CN103795725A (en) * | 2014-02-07 | 2014-05-14 | 陈子祺 | System and method for mobile device function detection and remote storage and record |
| CN105306651A (en) * | 2015-10-23 | 2016-02-03 | 上海斐讯数据通信技术有限公司 | Method and device for solving mobile phone calibration problem of various platforms |
| CN108629004A (en) * | 2018-05-03 | 2018-10-09 | 广东电网有限责任公司 | Summarize data capture method, device and electronic equipment |
| CN109062737A (en) * | 2018-08-24 | 2018-12-21 | 郑州云海信息技术有限公司 | A kind of method of quick backup test data |
| CN112463845A (en) * | 2019-09-09 | 2021-03-09 | 英业达科技有限公司 | On-line test data recording and off-line data conversion analysis system and method thereof |
| CN112463622A (en) * | 2020-12-07 | 2021-03-09 | 苏州浪潮智能科技有限公司 | Modularized testing and data analysis method and device |
| CN113014338A (en) * | 2021-03-15 | 2021-06-22 | 深圳市共进电子股份有限公司 | Testing method, device, terminal and storage medium for Zigbee |
| CN114492861A (en) * | 2021-12-31 | 2022-05-13 | 北京航天测控技术有限公司 | Test data acquisition and analysis method |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101155380A (en) * | 2006-09-29 | 2008-04-02 | 中国移动通信集团北京有限公司 | Integrating system and method for wireless network test data |
| CN101193154A (en) * | 2006-11-24 | 2008-06-04 | 鸿富锦精密工业（深圳）有限公司 | Testing data integration system and method for mobile phone product |
| US20100113011A1 (en) * | 2008-11-06 | 2010-05-06 | Justin Gregg | Wireless electronic device testing system |
| CN102438055A (en) * | 2011-12-06 | 2012-05-02 | 广东欧珀移动通信有限公司 | Mobile phone automated testing method based on bluetooth communication |
-
2012
- 2012-11-05 CN CN201210435511.7A patent/CN102984325B/en not_active Expired - Fee Related
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101155380A (en) * | 2006-09-29 | 2008-04-02 | 中国移动通信集团北京有限公司 | Integrating system and method for wireless network test data |
| CN101193154A (en) * | 2006-11-24 | 2008-06-04 | 鸿富锦精密工业（深圳）有限公司 | Testing data integration system and method for mobile phone product |
| US20100113011A1 (en) * | 2008-11-06 | 2010-05-06 | Justin Gregg | Wireless electronic device testing system |
| CN102438055A (en) * | 2011-12-06 | 2012-05-02 | 广东欧珀移动通信有限公司 | Mobile phone automated testing method based on bluetooth communication |
Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103389938A (en) * | 2013-06-27 | 2013-11-13 | 赛龙通信技术（深圳）有限公司 | Log CPK analysis method and system |
| CN103428319A (en) * | 2013-06-28 | 2013-12-04 | 赛龙通信技术（深圳）有限公司 | Analyzing and backing-up device and method for cellphone testing machine |
| CN103699470A (en) * | 2013-12-04 | 2014-04-02 | 四川长虹电器股份有限公司 | Automatic test data storage method |
| CN103795725A (en) * | 2014-02-07 | 2014-05-14 | 陈子祺 | System and method for mobile device function detection and remote storage and record |
| CN105306651A (en) * | 2015-10-23 | 2016-02-03 | 上海斐讯数据通信技术有限公司 | Method and device for solving mobile phone calibration problem of various platforms |
| CN105306651B (en) * | 2015-10-23 | 2018-01-02 | 上海斐讯数据通信技术有限公司 | A kind of method and apparatus for solving each platform mobile phone calibration problem |
| CN108629004A (en) * | 2018-05-03 | 2018-10-09 | 广东电网有限责任公司 | Summarize data capture method, device and electronic equipment |
| CN109062737A (en) * | 2018-08-24 | 2018-12-21 | 郑州云海信息技术有限公司 | A kind of method of quick backup test data |
| CN112463845A (en) * | 2019-09-09 | 2021-03-09 | 英业达科技有限公司 | On-line test data recording and off-line data conversion analysis system and method thereof |
| CN112463622A (en) * | 2020-12-07 | 2021-03-09 | 苏州浪潮智能科技有限公司 | Modularized testing and data analysis method and device |
| CN112463622B (en) * | 2020-12-07 | 2022-05-27 | 苏州浪潮智能科技有限公司 | Modularized testing and data analysis method and device |
| CN113014338A (en) * | 2021-03-15 | 2021-06-22 | 深圳市共进电子股份有限公司 | Testing method, device, terminal and storage medium for Zigbee |
| CN114492861A (en) * | 2021-12-31 | 2022-05-13 | 北京航天测控技术有限公司 | Test data acquisition and analysis method |
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