CN110321531A - Laboratory Instruments information management system - Google Patents
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- CN110321531A CN110321531A CN201810278792.7A CN201810278792A CN110321531A CN 110321531 A CN110321531 A CN 110321531A CN 201810278792 A CN201810278792 A CN 201810278792A CN 110321531 A CN110321531 A CN 110321531A
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- 238000004590 computer program Methods 0.000 claims abstract description 28
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- 239000006101 laboratory sample Substances 0.000 claims description 14
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- 238000006243 chemical reaction Methods 0.000 abstract description 4
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- 230000005540 biological transmission Effects 0.000 description 24
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- 238000002474 experimental method Methods 0.000 description 15
- 230000008569 process Effects 0.000 description 9
- 238000012360 testing method Methods 0.000 description 6
- 239000004615 ingredient Substances 0.000 description 5
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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/12—Use of codes for handling textual entities
- G06F40/151—Transformation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/205—Parsing
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
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Abstract
The invention discloses a kind of Laboratory Instruments information management systems, including management server and instrument work station, instrument work station includes Laboratory Instruments and the host computer that connect with Laboratory Instruments, host computer is stored with computer program, the program is executed by processor the analysis resulting text for realizing initial data text conversion preset content format, which can be managed server reception.The present invention realizes the automatic upload of Laboratory Instruments data, simplify the work of quality inspection personnel data inputting, improve the accuracy and compliance of data, it is directed to the instrument of polymorphic type simultaneously, the text of multi-format is directly changed into the receivable text formatting of server in instrument work station, has reached the target of local text conversion.
Description
Technical field
The present invention relates to laboratory data transmission technique field more particularly to a kind of Laboratory Instruments information management systems.
Background technique
With the development of laboratory information system, the detection data in laboratory is greatly mostly from the output knot of analysis instrument
Fruit.The routine data of present Laboratory Instruments information management system passes mode are as follows: management server generates corresponding analysis
Analysis information needed is inputted laboratory manually by required all information (including analysis method number and sample sequence number), experimenter
In instrument, Laboratory Instruments tests laboratory sample according to input information, has analyzed to Laboratory Instruments sample experiments
Analysis result data is transferred to management server by Cheng Hou, and management server stores data, so as to subsequent synthesis point
Analysis.
However the data text management server of existing Laboratory Instruments output can not be received directly, usual laboratory instrument
Data text is transmitted to instrument by network share or File Transfer Protocol and connects server by device, and instrument connects server logarithm
It is handled according to text, data text is converted into the text formatting that management server can receive, processing will place after completing
Data file after reason passes through web services technologies (WEBSERVICE) again and is sent to management server.
Therefore existing Laboratory Information Management System is in order to realize that data transmission needs to be arranged multiple connection servers, wave
Take a large amount of manpower and material resources；Existing Laboratory Instruments transmission mode transmission path is long simultaneously, and transmission rate is slow, in transmission process
In the problems such as being easy to appear loss of data, the reliability for analyzing data is also just difficult to ensure.Service is transferred to result will be analyzed
During device, need that data result file is first transferred to intermediate treatment instrument, the working efficiency of instrument when also reducing experiment.
Summary of the invention
Technical problem to be solved by the invention is to provide a kind of reliabilities of the data result of raising laboratory apparatus output
And stability, simply and easily Laboratory Instruments information management system.
In order to solve the above-mentioned technical problems, the present invention provides a kind of Laboratory Instruments information management system, feature exists
In, including management server and instrument work station, the instrument work station include Laboratory Instruments and with the Laboratory Instruments
The host computer of connection, the host computer store and have executed computer program, and the computer program is for realizing following steps:
Read the initial data text of the Laboratory Instruments output；
Judge the content format of the initial data text；
Configure analysis mode corresponding with the content format of the initial data text；
The analysis result data in the initial data text is grabbed by the analysis mode configured；
The analysis result data is organized into the analysis resulting text of preset content format；
The analysis resulting text is sent to the management server.
Preferably, the analysis result data step grabbed in the initial data text specifically includes:
Successively grab sample sequence number in the initial data text, analysis method corresponding with the sample sequence number
Number and corresponding each component title of the analysis method number and analysis result corresponding with each component title.
Preferably, analysis mode step corresponding with the content format of the initial data text is configured to specifically include:
It is concentrated from the analysis mode prestored and chooses analysis mode corresponding with the content format of the initial data text.
Preferably, the computer program is also used to perform the steps of
The analysis mode collection is updated.
Preferably, the computer program is also used to grabbing the analysis result data step in the initial data text
And the analysis result data is organized between the analysis resulting text step of preset content format and is performed the steps of
The permission of user is judged, if the user right meets preset requirement, continues subsequent step, otherwise stops
Subsequent step.
Preferably, computer program is also used to perform the steps of
The analysis resulting text is backed up.
Preferably, the management server is for receiving the analysis resulting text, and the analysis resulting text is deposited
It is stored in the database server being connect with the management server.
Preferably, before the initial data text steps for reading the Laboratory Instruments output further include:
Corresponding analysis sample files are grabbed from the database according to the type of the Laboratory Instruments, and will be described
Analysis sample files are sent to the Laboratory Instruments connected to it.
Preferably, the Laboratory Instruments is used to analyze laboratory sample according to the analysis sample files, and defeated
Corresponding initial data text out.
Preferably, the Laboratory Instruments and the host computer pass through RS-232 serial port communicating protocol or ICP/IP protocol
Connection.
Compared with prior art, one or more embodiments in above scheme can have following advantage or beneficial to effect
Fruit:
Using Laboratory Instruments information management system provided by the invention, pass through the computer program being stored in host computer
Being directly connected to for management server and instrument work station is realized, eliminates and is used in existing Laboratory Instruments information management system
The connection server that data text transmits between management server and instrument work station, largely saves cost；Directly exist simultaneously
Data text is formatted on instrument work station, avoids the loss of data in Laboratory Instruments transmission data procedures,
Improve the reliability and stability of the data result of laboratory apparatus output；The network node in data transmission procedure is also reduced,
Avoid network node too many, there are transmission problems caused by potential problems for subnetwork；Simultaneously also achieve management server and
The full-automatic transmission of data between instrument work station is omitted the work of lab assistant data inputting, improves the accuracy of data
And compliance.
Detailed description of the invention
Attached drawing is used to provide further understanding of the present invention, and constitutes part of specification, with reality of the invention
It applies example and is used together to explain the present invention, be not construed as limiting the invention.In the accompanying drawings:
Fig. 1 shows the structural schematic diagram of the Laboratory Instruments information management system in the embodiment of the present invention one；
Fig. 2 shows the computer journeys in the host computer in Laboratory Instruments information management system in the embodiment of the present invention two
The flow diagram that sequence is realized.
Specific embodiment
Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings and examples, how to apply to the present invention whereby
Technological means solves technical problem, and the realization process for reaching technical effect can fully understand and implement.It needs to illustrate
As long as not constituting conflict, each feature in each embodiment and each embodiment in the present invention can be combined with each other,
It is within the scope of the present invention to be formed by technical solution.
With the development of laboratory information system, the detection data in laboratory is greatly mostly from the output knot of analysis instrument
Fruit.It includes instrument connection server, laboratory instrument that the routine data of present Laboratory Instruments information management system, which passes mode,
After device tests laboratory sample, the data text of output is transferred to instrument by network share or File Transfer Protocol and is connected
Server is connect, after data text is converted to management server acceptable format by instrument connection server, after conversion
Data text is sent to management server, and management server again stores it.Existing data text transmission mode transmission
The setting of the problems such as path length, transmission rate is slow, and loss of data is easy to appear in transmission process, instrument connection server also needs
Spend higher cost.Laboratory Instruments needs experimenter to take management before testing to laboratory sample simultaneously
All information inputs needed for the analysis that device generates be engaged in into Laboratory Instruments, reduces laboratory work efficiency and improves appearance
The probability of mistake.
Embodiment one
To solve the above-mentioned technical problems in the prior art, the embodiment of the invention provides a kind of Laboratory Instruments letters
Cease management system.
As shown in Figure 1, Fig. 1 shows the structural representation of the Laboratory Instruments information management system in the embodiment of the present invention one
Figure.With reference to Fig. 1, Laboratory Instruments information management system of the present invention includes management server and instrument work station, instrument work station
Including Laboratory Instruments and host computer.Wherein, instrument work station is settable multiple, and the Laboratory Instruments in instrument work station and
Host computer connection, specific experiment room instrument can be connected with host computer by RS-232 serial port communicating protocol or ICP/IP protocol.
Laboratory Instruments includes all kinds of analysis instruments of the industries such as chemical industry, medicine, food.
It due to the server in existing Laboratory Instruments information management system and is to pass through instrument between Laboratory Instruments
Connection server carries out data transmission, therefore for the Laboratory Instruments of more Laboratory Instruments or multiregion when needs to be arranged
Multiple instruments connect server, and the setting of instrument connection server can then spend a large amount of manpower and material resources, and the application is by setting
The computer program that is stored in host computer is set to realize the effect of existing instrument connection server, i.e., is exported Laboratory Instruments
The initial data text formatting that laboratory sample is analyzed be converted into the acceptable data text format of management server.It saves
The setting for having removed instrument connection server, saves a large amount of manpower and material resources.The application believes simultaneously in order to improve Laboratory Instruments
The stability for ceasing data transmission in management system exists the host computer for being stored with computer program and the setting of each Laboratory Instruments
Together.It can will be specifically loaded in computer under above-mentioned computer program (i.e. application program), computer deposits the computer program
It is stored in corresponding host computer, which can be subsequently can by computer device and execute the corresponding function of realization.Laboratory Instruments and above-mentioned
Under be loaded with the computer of the computer program stored in the application host computer and pass through RS-232 serial port communicating protocol or TCP/IP
Agreement connection.
In Laboratory Instruments information management system, management server is used to be generated according to the type of Laboratory Instruments and correspond to
Analysis sample files, and by analysis sample files be sent to corresponding Laboratory Instruments.Specifically, management server is for connecing
Analysis resulting text after receiving the stored computer programs process in host computer, and analysis resulting text is stored in data
In the server of library.Analysis sample files are directly sent to the meter in Laboratory Instruments and host computer storage by management server
Calculation machine program will directly analyze resulting text (i.e. after the computer program during host computer stores handles Laboratory Instruments
, the received experimental data text of server can be managed) be sent to the process of management server, realize management server and
The full-automatic transmission of data between instrument work station is omitted the work of lab assistant data inputting, improves the accuracy of data.
In Laboratory Instruments information management system, analysis sample files that Laboratory Instruments is sent according to management server
Laboratory sample is analyzed, and exports corresponding initial data text.
Using Laboratory Instruments information management system provided by the invention, pass through the computer program being stored in host computer
Being directly connected to for management server and instrument work station is realized, eliminates and is used in existing Laboratory Instruments information management system
The connection server that data text transmits between management server and instrument work station, largely saves cost.Directly exist simultaneously
Data text is formatted on instrument work station, avoids the loss of data in Laboratory Instruments transmission data procedures,
Improve the reliability and stability of the data result of laboratory apparatus output；Also reduce the network section in data transmission procedure
Point avoids network node too many, and subnetwork realizes management server and instrument there are transmission problem caused by potential problems
The full-automatic transmission of data between work station simplifies the work of lab assistant data inputting, improves the accuracy of data and closes rule
Property.
Embodiment two
The present embodiment is to carry out further to the computer program being stored in host computer on the basis of example 1
It limits.
Fig. 2 shows the computer journeys in the host computer in Laboratory Instruments information management system in the embodiment of the present invention two
The flow diagram that sequence is realized.Referring to Fig. 2, the host computer in Laboratory Instruments information management system of the present invention is stored with computer
Program, computer program is for realizing following steps:
Step S100 grabs corresponding analysis sample files according to the type of Laboratory Instruments from database, and will divide
Analysis sample files are sent to Laboratory Instruments connected to it.
The computer program stored in host computer according to the type of the Laboratory Instruments being connect with the host computer, crawl and its
Information needed for the laboratory sample analysis to match generates the laboratory sample grabbed analysis information needed and above-mentioned laboratory
The corresponding analysis sample files of instrument, and analysis sample files are sent to Laboratory Instruments connected to it, Laboratory Instruments
Corresponding experiment directly can be carried out to sample according to analysis sample files.Lab assistant data inputting work is omitted in the process
Make, improves the accuracy of data.Wherein, information needed for laboratory sample analysis includes analysis method number and sample sequence number
Deng.
It should be noted that this step can also be by manually being realized, specific experiment room personnel look into host computer
Information needed for asking the analysis of corresponding with Laboratory Instruments laboratory sample, after the required information input of laboratory sample analysis is artificial
In the corresponding Laboratory Instruments of typing, Laboratory Instruments carries out sample according to information needed for laboratory sample analysis corresponding
Experiment.
Step S101 reads the initial data text of Laboratory Instruments output.
After the analysis sample files that Laboratory Instruments is sent according to management server analyze laboratory sample, output phase
The initial data text answered.The host computer for being stored with computer program passes through RS-232 serial port communicating protocol or ICP/IP protocol
Read the initial data text of Laboratory Instruments output connected to it.Since Laboratory Instruments information management system of the present invention is suitable
For kinds of experiments room instrument (such as Laboratory Instruments of the industries such as chemical industry, medicine, food), and different Laboratory Instruments is defeated
Initial data content of text out includes multiple format, therefore the present invention is stored with the experiment that the host computer of computer program is read
The initial data text of room instrument output has multiple format.
Step S102 backs up initial data text.
Specifically, an initial data text library can be set in the host computer for being stored with computer program, be stored with
After the host computer of computer program is read out the initial data text that Laboratory Instruments exports, initial data text is carried out
Backup.It is intended that when management server break down so that its save loss of data when, can be worked according to each instrument
The initial data text stored of standing gives the data of loss for change.The data that can also be saved in discovery management server simultaneously exist wrong
It mistakes and is modified according to raw data file to the data to go wrong.
Step S103 judges the content format of initial data text.
Since Laboratory Instruments information management system of the present invention is suitable for kinds of experiments room instrument (such as chemical industry, medicine, food
The Laboratory Instruments of the industries such as product), and the initial data content of text of different Laboratory Instruments output includes multiple format, because
This first has to when the initial data content of text format exported to Laboratory Instruments is converted in initial data text
The type for holding format is judged, is further converted to the content format of initial data text in order to subsequent.
Step S104 configures analysis mode corresponding with the content format of initial data text.
According to the content format type of the step S103 initial data text judged, configure interior with initial data text
Hold the corresponding analysis mode of format, in order to be parsed accordingly to initial data text.Further, analysis mode is matched
Set process are as follows: according to the content format of the initial data text analysis mode that analytically mode concentrates selection corresponding, wherein
Analysis mode collection is comprising there are many set of analysis mode, and every kind of analysis mode therein corresponds to a kind of initial data text
Content format, i.e., a kind of analysis mode can parse the content format of a type of initial data text.
Step S105 grabs the analysis result data in initial data text by the analysis mode configured.
Initial data is parsed according to the analysis mode that step S104 chooses, grabs the analysis result of Laboratory Instruments
Data.Analysis result data includes multiple groups analysis data group, and every group analysis data group includes sample sequence number and sample sequence
Number corresponding analysis method number and the corresponding each component title of analysis method number and analysis corresponding with each component title knot
Fruit.To the crawl process of analysis result data are as follows: successively grabbed to analysis data group according to initial data text alignment sequence
It takes.To the crawl process of analysis data group specifically: grabbed in initial data text according to putting in order for initial data text
The first group analysis data group in sample sequence number, then grab corresponding with above-mentioned sample sequence number analysis method number, it
Corresponding multiple ingredient names under analysis method number are grabbed afterwards, finally grab corresponding point of each component title according to each component title
Analyse data result.Then successively to the sample sequence number in the second group analysis data group in initial data text, analysis method
Number, ingredient names and analysis result grabbed.Successively backward, until having grabbed all analysis data in initial data text
Group, i.e. crawl are completed.
It should be noted that only have a sample sequence number in a group analysis data group, the sample sequence number corresponding one
A analysis method number, an ingredient names are at least corresponded under the analysis method number, and each sample component title respectively corresponds respectively
Analysis data result.
Simultaneously in order to further be convenient for the understanding to the application, below to respectively to the analysis result data of Laboratory Instruments
It is explained.Wherein, sample sequence number refers to that Laboratory Information Management System according to practical business situation, generates automatic cumulative
Sequence number, the record of each check analysis all has uniqueness.Analysis method number refers to according to country and assay side, enterprise
The naming rule of method standard No., to establish the correspondence title of Laboratory Information Management System analysis method.Component name refers to analysis
The chemical component title of detection is needed under method.Data result refers to the testing result value that the chemical component of detection is needed under analysis method.
Step S106 judges the permission of user, if user right meets preset requirement, continues subsequent step, no
Then it is transferred to step S112.
Specifically, since the experimenter in existing laboratory is numerous, including routine experiment personnel and unconventional experiment people
Member (such as tutor with postgraduate), unconventional experimenter in experiment operate it is unskilled etc. due to, can to test
There is the problems such as inaccuracy or big error in the experimental data that room instrument detected, and these data are not need to upload to service
What device was saved.Therefore it in order to avoid the experimental data of inaccuracy is uploaded onto the server in non-experimenter's operation error, mentions
The error rate of the data of high server storage.The application after being grasped to the analysis result data in initial data text,
A permission judgement can be carried out to experimenter, concretely grasped to the analysis result data in initial data text
Afterwards, the display screen connecting with host computer shows that permission determines information (log-on message interface or input upload password interface etc.), real
It tests personnel and inputs corresponding authority information, if the authority information of experimenter (user) input meets preset requirement, then continue pair
Analysis result data is arranged, and in order to be uploaded to management server, is not otherwise carried out to the analysis result data of crawl then
It arranges and uploads.
Analysis result data is organized into the analysis resulting text of preset content format by step S107.
Specifically, since initial data text generally includes multiple groups analysis data group, and every group analysis data group all has
Corresponding sample sequence number, analysis method number, ingredient names and data result.Therefore it is arranged to analysis result data
When, successively multiple groups analysis data group need to be arranged.Arrangement specific steps are carried out to analysis data group are as follows: by the sample of corresponding group
Product sequence number, analysis method number, ingredient names and data result are organized in the corresponding position of pre-set text format respectively, when point
When analysing result data arrangement completion, that is, the analysis resulting text that analysis result data is organized into preset format is completed, is realized
It uploads the standardization of text formatting and unitizes.
Analysis resulting text is wirelessly sent to management server by step S108.
Step S109 backs up analysis resulting text.
Specifically, after step S108, analysis resulting text is backed up, if in order to occur sending the originals such as unsuccessfully
Cause can again send analysis resulting text, or check for subsequent.
Step S110 judges whether to send successfully after analysis resulting text is sent to server.If sending failure, turn
Enter step S111, if sending successfully, is transferred to step S112.
Step S111 detects analysis resulting text if analysis resulting text, which is sent to server, sends failure,
Discriminatory analysis resulting text place of problems, and by the form of prompting frame the reason of error with text prompt user, with
User is set to take corresponding modification measure.It is transferred to step S112 later.After analysis resulting text is sent to management server, instead
The design of infeed mechanism reduces operation and maintenance threshold, and can find in time, and handle problem in time.
Step S112 terminates experiment.
Step S113 is updated analysis mode collection.
Development based on Laboratory Instruments, Laboratory Instruments will necessarily be continuously updated, therefore Laboratory Instruments output
Initial data content of text format may also will appear new format, and in order to make the computer program in host computer can be to new
Initial data content of text format is parsed, and above procedure needs not timing to be updated its analysis mode collection, the update side
Formula can replace original analysis mode collection program bag to download new analysis mode collection program bag.It should be noted that the step
Realization process is not timing, therefore among any two step that can be placed in the above process, or in Laboratory Instruments
Implemented when information management system does not work.
Using Laboratory Instruments information management system provided in this embodiment, pass through the computer journey being stored in host computer
Sequence, and the program is set together with Laboratory Instruments, to realize the indoor kinds of experiments room instrument output of kinds of experiments
A variety of data text format conversions at same data text format.It eliminates experimental data (i.e. initial data text
This) it is transferred to the step of instrument connects server, directly experimental data is formatted in instrument work station, is avoided
Loss of data in Laboratory Instruments transmission data procedures, reduces the network node in data transmission procedure, avoids network
Node is too many, and there are transmission problems caused by potential problems for subnetwork, while also achieving Laboratory Instruments for experimental data
Result data is automatically uploaded to the function of server, simplifies the work of quality inspection personnel data inputting, improves the accuracy and conjunction of data
Rule property.
Those skilled in the art should be understood that above-mentioned each step of the invention can be with general computing device come real
Existing, they can be concentrated on a single computing device, or be distributed over a network of multiple computing devices, optional
Ground, they can be realized with the program code that computing device can perform, it is thus possible to be stored in storage device by
Computing device executes, perhaps they are fabricated to each integrated circuit modules or by them multiple modules or
Step is fabricated to single integrated circuit module to realize.In this way, the present invention is not limited to any specific hardware and softwares to combine.
While it is disclosed that embodiment content as above but described only to facilitate understanding the present invention and adopting
Embodiment is not intended to limit the invention.Any those skilled in the art to which this invention pertains are not departing from this
Under the premise of the disclosed spirit and scope of invention, any modification and change can be made in the implementing form and in details,
But protection scope of the present invention still should be subject to the scope of the claims as defined in the appended claims.
Claims (10)
1. a kind of Laboratory Instruments information management system, which is characterized in that including management server and instrument work station, the instrument
Device work station includes Laboratory Instruments and the host computer that connect with the Laboratory Instruments, and the host computer stores and executed meter
Calculation machine program, the computer program is for realizing following steps:
Read the initial data text of the Laboratory Instruments output；
Judge the content format of the initial data text；
Configure analysis mode corresponding with the content format of the initial data text；
The analysis result data in the initial data text is grabbed by the analysis mode configured；
The analysis result data is organized into the analysis resulting text of preset content format；
The analysis resulting text is sent to the management server.
2. Laboratory Instruments information management system according to claim 1, which is characterized in that grab the initial data text
Analysis result data step in this specifically includes:
Successively grab sample sequence number in the initial data text, analysis method number corresponding with the sample sequence number,
And the corresponding each component title of analysis method number and analysis result corresponding with each component title.
3. Laboratory Instruments information management system according to claim 1, which is characterized in that configuration and the initial data
The corresponding analysis mode step of the content format of text specifically includes:
It is concentrated from the analysis mode prestored and chooses analysis mode corresponding with the content format of the initial data text.
4. Laboratory Instruments information management system according to claim 3, which is characterized in that the computer program is also used
In performing the steps of
The analysis mode collection is updated.
5. Laboratory Instruments information management system according to claim 1, which is characterized in that the computer program is also used
It is organized into default in the analysis result data step in the crawl initial data text and by the analysis result data
Hold and is performed the steps of between the analysis resulting text step of format
The permission of user is judged, if the user right meets preset requirement, continues subsequent step, otherwise stops subsequent
Step.
6. Laboratory Instruments information management system according to claim 1, which is characterized in that computer program is also used to reality
Existing following steps:
The analysis resulting text is backed up.
7. Laboratory Instruments information management system according to claim 1, which is characterized in that the management server is used for
The analysis resulting text is received, and the analysis resulting text is stored in the database connecting with the management server and is taken
It is engaged in device.
8. Laboratory Instruments information management system according to claim 7, which is characterized in that reading the laboratory instrument
Before the initial data text steps of device output further include:
Corresponding analysis sample files are grabbed from the database according to the type of the Laboratory Instruments, and by the analysis
Sample files are sent to the Laboratory Instruments connected to it.
9. Laboratory Instruments information management system according to claim 8, which is characterized in that the Laboratory Instruments is used for
Laboratory sample is analyzed according to the analysis sample files, and exports corresponding initial data text.
10. Laboratory Instruments information management system according to claim 9, which is characterized in that the Laboratory Instruments with
The host computer is connected by RS-232 serial port communicating protocol or ICP/IP protocol.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111062566A (en) * | 2019-11-11 | 2020-04-24 | 重庆首厚智能科技研究院有限公司 | Management platform for supervising quality specifications of experimental instrument |
| CN112200547A (en) * | 2020-11-12 | 2021-01-08 | 北京三维天地科技股份有限公司 | Laboratory science data management system |
| CN113553294A (en) * | 2021-06-24 | 2021-10-26 | 青岛奥利普自动化控制***有限公司 | Laboratory centralized instrument docking data processing method and system |
| CN115545008A (en) * | 2022-11-29 | 2022-12-30 | 明度智云(浙江)科技有限公司 | Spectrogram file analyzing method, device, equipment and storage medium |
| CN116796932A (en) * | 2023-08-29 | 2023-09-22 | 南京朗赢信息技术有限公司 | Detection laboratory equipment data acquisition and electronic original record list management system |
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