CN107092963A - A kind of automatically controlled knowledge representation of household electrical appliances based on non-mode data and application system - Google Patents
A kind of automatically controlled knowledge representation of household electrical appliances based on non-mode data and application system Download PDFInfo
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- 238000000034 method Methods 0.000 claims abstract description 18
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- 230000008569 process Effects 0.000 claims abstract description 8
- 238000011161 development Methods 0.000 claims description 30
- 230000008859 change Effects 0.000 claims description 20
- 238000012360 testing method Methods 0.000 claims description 9
- 230000002195 synergetic effect Effects 0.000 claims description 6
- 238000011020 pilot scale process Methods 0.000 claims description 5
- 230000005611 electricity Effects 0.000 claims description 4
- 230000009471 action Effects 0.000 claims description 3
- 238000012217 deletion Methods 0.000 claims description 3
- 230000037430 deletion Effects 0.000 claims description 3
- 230000000694 effects Effects 0.000 claims description 3
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- 238000012544 monitoring process Methods 0.000 claims description 3
- 238000004321 preservation Methods 0.000 claims description 3
- 230000001360 synchronised effect Effects 0.000 claims description 3
- 230000001960 triggered effect Effects 0.000 claims description 3
- 238000012827 research and development Methods 0.000 abstract description 16
- 206010068052 Mosaicism Diseases 0.000 abstract description 4
- 210000003765 sex chromosome Anatomy 0.000 abstract description 4
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- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/02—Knowledge representation; Symbolic representation
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Abstract
The invention provides a kind of automatically controlled knowledge representation of the household electrical appliances based on non-mode data and application system, including background server and front end applications；The background server is used to the automatically controlled knowledge being related in front end applications is expressed and stored using DSL (field language-specific) grammer；The automatically controlled knowledge that the front end applications are used to provide using background server is aided in automatically controlled R＆D process.Database design of the present invention based on non-mode can solve the dynamic sex chromosome mosaicism of metadata well.It can effectively solve the problem that the Expression of the acquisition, storage and reuse and knowledge data of knowledge in the automatically controlled research and development of household appliances enterprise.
Description
Technical field
The present invention relates to application system technology, the automatically controlled knowledge representation of more particularly to a kind of household electrical appliances based on non-mode data and
Application system.
Background technology
Currently, traditional home appliance enterprise is not enough to internal domain knowledge management, is mainly shown as：Lack unified information management
Model, causes the description to same knowledge to there are different forms, influences user to the understanding of knowledge and shares；Lack unification
Knowledge store form, causes the storage form of each knowledge different, hinder user to the application of knowledge with exchange, know so as to be formed
Know isolated island；The recall ratio and precision ratio of knowledge retrieval are relatively low, lack semantic and context and support.
Conventional domestic electronic control system (automatically controlled) research and development method needs engineer's memory, grasps a large amount of research and development knowledge, such as
Electronic component apolegamy rule, software code macrodefinition, function and logical relation, pilot scale tested entries etc..This aspect is caused
It is easy to produce mistake, on the other hand causes Training and Learning human cost high, R＆D work is to specific research staff's dependence
By force.
As enterprise is growing, the knowledge of every field is more and more in enterprise, how effectively to obtain domain knowledge
Take, store and reuse, be the important content to be studied of enterprise knowledge management, be also that solution current enterprise information management is chaotic, superfluous
Remaining important method.
On the other hand, metadata is the data for describing data, mainly describes the information of data attribute.Household appliances enterprise is automatically controlled
Metadata in research and development includes automatically controlled hardware, software development information, configuration information, electronic development procedure information.It is automatically controlled in difference
In project development, project procedure information, hardware development information, software development information and configuration information are all different, here it is
Metadata dynamic sex chromosome mosaicism.With continuing to develop for business event demand, the dynamic sex chromosome mosaicism of metadata is protruded all the more, and system is not
Disconnected upgrading, function is continuously increased, the continuous dynamic change of the relation between metadata, so as to cause in original relevant database
On need to do larger change, it could even be possible to need redesign database, this is many enterprises just in problems faced.
The content of the invention
It is an object of the present invention to for problems of the prior art, there is provided a kind of family based on non-mode data
The automatically controlled knowledge representation of electricity and application system, it is intended to solve the acquisition of knowledge in the automatically controlled research and development of household appliances enterprise, storage and reuse and
The Expression of knowledge data.
To solve the above problems, the present invention uses following technical scheme：
A kind of automatically controlled knowledge representation of household electrical appliances based on non-mode data and application system, including background server and front end should
With；
The background server is used to the automatically controlled knowledge being related in front end applications using DSL (field language-specific) grammer
Expressed and stored；
The automatically controlled knowledge that the front end applications are used to provide using background server is aided in automatically controlled R＆D process.
Further, the DSL grammers are used for：
Express the corresponding data type of a data in automatically controlled knowledge；
Express the default value of a data in automatically controlled knowledge；
Express a data selectable value scope in automatically controlled knowledge；
Express the quantity of a data selectable value in automatically controlled knowledge；
Express in automatically controlled knowledge is directly other data assignment after selected value；
Express the selectable value scope for having influence on other data in automatically controlled knowledge after selected value；
Express the selectable value quantity for having influence on other data in automatically controlled knowledge after selected value；
Express the quantity for having influence on other data in automatically controlled knowledge after selective value；
Express the form for having influence on follow-up knowledge representation in automatically controlled knowledge after selective value；
Express the knowledge that different pieces of information is shared in automatically controlled knowledge.
Further, the front end applications use web page to provide the page for being modified to knowledge metadata, its
Form is that executable operation in dynamic list, the list includes：Dynamic increase data row；Dynamic increase data
OK；Change data types；Change data default value；Change data selectable value scope；Change data selectable value quantity；Modification
Selectable value range effects of the data to other data values；Change data influences on the selectable value quantity of other data values.
Further, the front end applications include：
The Workflow Management of project management module, the startup management for carrying out automatically controlled development project, and project, for
The family entry item essential information division of labor, distribution resource draft the project plan (schedule)；
Hardware design module, the hardware for carrying out automatically controlled development project with the hardware development knowledge in automatically controlled knowledge is opened
Hair management, carries out apolegamy original paper, design circuit, and automatically generate BOM (BOM) for user；
Software for Design module, the software for carrying out automatically controlled development project with the software development knowledge in automatically controlled knowledge is opened
Hair management, selects platform for user, chooses list, and automatically generate automatically controlled source program；
Middle trial-ray method module, for carrying out automatically controlled development project with pilot scale (test) the exploitation knowledge in automatically controlled knowledge
Semi-plant scale is managed, and selects test-types, configuration testing index for user, and automatically generate test plan.
Further, the front end applications also include：
Synergetic office work module, for carrying out synergetic office work to automatically controlled development project in systems for user；
Work area management module, for for carrying out sharing management to the automatically controlled knowledge in automatically controlled development project between user；
Group discusses module, for by among about the discussion information integration of electronic development to project information, being easy to user
Specific information is followed the trail of later.
Further, the front end applications also include：
Export module, for for user by the data of needs in the form of form it is integrated, analyze and export.
Further, the background server includes automatically controlled knowledge representation and resolver and database；
The editor that the automatically controlled knowledge representation is used to respond front end applications with resolver preserves event, to the electricity being directed to
Control knowledge and carry out the formatting based on DSL grammers, be converted into DSL language files deposit database；It is additionally operable to in database
Data carry out the parsing based on DSL grammers, and be supplied to front end applications to use；
The database is non-relational database, for being formatted storage to automatically controlled knowledge.
Further, the database is non-mode database, specially MongoDB databases.
Further, the preservation data event of system monitoring users；
When user preserves data to data storehouse, callback events can be triggered, the automatically controlled knowledge representation and resolver are by number
It is believed that breath is converted into DSL document forms, it is stored into database；
When user directly changes DSL files, the automatically controlled knowledge representation is synchronous with resolver to be converted into formatting by DSL
Information is stored into database.
Further, in front end applications, the automatically controlled knowledge provided using background server is carried out to automatically controlled R＆D process
The method of auxiliary is：
Corresponding types form item is generated automatically according to data type；
Automatic application data default value；
Option is provided automatically according to data selectable value scope；
Increase, deletion action are provided automatically according to the optional scope of data；
Automatically according to data decimation value coverage increase, delete extra different type list；
It is other data choosing value automatically automatically according to data decimation value.
The present invention is expressed by unified field language-specific research and development knowledge automatically controlled to household appliances enterprise, uses knowledge table
Automatically controlled research and development knowledge is increased, is changed, shared and quoted up to system, can effectively solve the problem that household appliances enterprise is automatically controlled and researched and developed
In journey the problem of acquisition, storage and the reuse of knowledge, and then effectively solve current household appliances enterprise's information management confusion and redundancy
The problem of.And the database design based on non-mode can solve the dynamic sex chromosome mosaicism of metadata well, so as to tackle
Automatically controlled information metadata continues to develop the situation of change in household appliances enterprise's R＆D process.
Brief description of the drawings
Fig. 1 is the function of the automatically controlled knowledge representation of a kind of household electrical appliances based on non-mode data that the present invention is provided and application system
Structural representation.
Embodiment
Technical scheme is described in detail below in conjunction with accompanying drawing and specific embodiment.
As shown in figure 1, a kind of household electrical appliances based on the non-mode data automatically controlled knowledge representation of the invention provided and application system,
Including background server and front end applications；
The background server is used to the automatically controlled knowledge being related in front end applications using DSL (field language-specific) grammer
Expressed and stored；
The automatically controlled knowledge that the front end applications are used to provide using background server is aided in automatically controlled R＆D process.
Specifically, the DSL grammers are used for：
Express the corresponding data type of a data in automatically controlled knowledge；
Express the default value of a data in automatically controlled knowledge；
Express a data selectable value scope in automatically controlled knowledge；
Express the quantity of a data selectable value in automatically controlled knowledge；
Express in automatically controlled knowledge is directly other data assignment after selected value；
Express the selectable value scope for having influence on other data in automatically controlled knowledge after selected value；
Express the selectable value quantity for having influence on other data in automatically controlled knowledge after selected value；
Express the quantity for having influence on other data in automatically controlled knowledge after selective value；
Express the form for having influence on follow-up knowledge representation in automatically controlled knowledge after selective value；
Express the knowledge that different pieces of information is shared in automatically controlled knowledge.
The embodiment of the present invention is based on the automatically controlled knowledge in automatically controlled research and development, with the front and rear end frame Meteor based on Node.js
Develop.Wherein, the front end applications use web page to provide the page for being modified to knowledge metadata, its shape
Formula is that executable operation in dynamic list, the list includes：Dynamic increase data row；Dynamic increase data row；
Change data types；Change data default value；Change data selectable value scope；Change data selectable value quantity；Change number
According to the selectable value range effects to other data values；Change data influences on the selectable value quantity of other data values.
Specifically, the front end applications include：
The Workflow Management of project management module, the startup management for carrying out automatically controlled development project, and project, for
The family entry item essential information division of labor, distribution resource draft the project plan (schedule)；
Hardware design module, the hardware for carrying out automatically controlled development project with the hardware development knowledge in automatically controlled knowledge is opened
Hair management, carries out apolegamy original paper, design circuit, and automatically generate BOM (BOM) for user；
Software for Design module, the software for carrying out automatically controlled development project with the software development knowledge in automatically controlled knowledge is opened
Hair management, selects platform for user, chooses list, and automatically generate automatically controlled source program；
Middle trial-ray method module, for carrying out automatically controlled development project with pilot scale (test) the exploitation knowledge in automatically controlled knowledge
Semi-plant scale is managed, and selects test-types, configuration testing index for user, and automatically generate test plan；
Synergetic office work module, for carrying out synergetic office work to automatically controlled development project in systems for user；
Work area management module, for for carrying out sharing management to the automatically controlled knowledge in automatically controlled development project between user；
Group discusses module, for by among about the discussion information integration of electronic development to project information, being easy to user
Specific information is followed the trail of later；
Export module, for for user by the data of needs in the form of form it is integrated, analyze and export；Wherein, it can lead
The file format gone out is including word, excel, jpg, pdf, zip etc..
Further, the background server includes automatically controlled knowledge representation and resolver and database；
The editor that the automatically controlled knowledge representation is used to respond front end applications with resolver preserves event, to the electricity being directed to
Control knowledge and carry out the formatting based on DSL grammers, be converted into DSL language files deposit database；It is additionally operable to in database
Data carry out the parsing based on DSL grammers, and be supplied to front end applications to use；
The database is non-relational database, for being formatted storage to automatically controlled knowledge；Adopted in the present embodiment
Information is stored as non-mode database with MongoDB databases, the pattern that database need not be in advance to data is entered
Row definition, as long as the automatically controlled knowledge inputted to user is preserved with JSON forms.
In the embodiment of the present invention, the preservation data event of system monitoring users；
When user preserves data to data storehouse, callback events can be triggered, the automatically controlled knowledge representation and resolver are by number
It is believed that breath is converted into DSL document forms, it is stored into database；
When user directly changes DSL files, the automatically controlled knowledge representation is synchronous with resolver to be converted into formatting by DSL
Information is stored into database.
Specifically, system can open a Node.js service in background server, monitor the change of DSL files, work as file
When changing, the callback events of service registry can be performed, readjustment can be verified and static analysis to DSL files,
DSL is converted into the information of formatting, be then stored among database；
Further, in front end applications, the automatically controlled knowledge provided using background server is carried out to automatically controlled R＆D process
The method of auxiliary is：
Corresponding types form item is generated automatically according to data type；
Automatic application data default value；
Option is provided automatically according to data selectable value scope；
Increase, deletion action are provided automatically according to the optional scope of data；
Automatically according to data decimation value coverage increase, delete extra different type list；
It is other data choosing value automatically automatically according to data decimation value.
Specifically include following form：It is a certain choosing when user carries out automatically controlled research and development in system fills in corresponding list
During individual data item, there is provided user's candidate item for the automatically controlled knowledge that system reads in background server automatically；Quantity in knowledge
Increase is provided and deletes button；Expression in knowledge, when user selects a data value, has influence on the candidate of other lists
Item, quantity and the related form of expression；After user changes, system is proofreaded to current form with the knowledge in knowledge base；
After successfully modified, automatically controlled development project information is submitted to system database by user；User regard project information as a knowledge
Form is shared in system, is easy to other users to be researched and developed next time in system.
Embodiment described above only expresses the several embodiments of the present invention, and it describes more specific and detailed, but simultaneously
Therefore the limitation to the scope of the claims of the present invention can not be interpreted as.It should be pointed out that for one of ordinary skill in the art
For, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to the guarantor of the present invention
Protect scope.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.
Claims (10)
1. a kind of automatically controlled knowledge representation of household electrical appliances based on non-mode data and application system, it is characterised in that including background service
Device and front end applications；
The automatically controlled knowledge that the background server is used in front end applications to be related to is carried out using DSL (field language-specific) grammer
Expression and storage；
The automatically controlled knowledge that the front end applications are used to provide using background server is aided in automatically controlled R＆D process.
2. system according to claim 1, it is characterised in that the DSL grammers are used for：
Express the corresponding data type of a data in automatically controlled knowledge；
Express the default value of a data in automatically controlled knowledge；
Express a data selectable value scope in automatically controlled knowledge；
Express the quantity of a data selectable value in automatically controlled knowledge；
Express in automatically controlled knowledge is directly other data assignment after selected value；
Express the selectable value scope for having influence on other data in automatically controlled knowledge after selected value；
Express the selectable value quantity for having influence on other data in automatically controlled knowledge after selected value；
Express the quantity for having influence on other data in automatically controlled knowledge after selective value；
Express the form for having influence on follow-up knowledge representation in automatically controlled knowledge after selective value；
Express the knowledge that different pieces of information is shared in automatically controlled knowledge.
3. system according to claim 1, it is characterised in that the front end applications are provided for knowing using web page
Know the page modified of metadata, its form is that executable operation in a dynamic list, the list includes：Dynamic
Increase data row；Dynamic increase data row；Change data types；Change data default value；Change data selectable value scope；
Change data selectable value quantity；Change selectable value range effects of the data to other data values；Data are changed to other data values
Selectable value quantity influence.
4. system according to claim 1, it is characterised in that the front end applications include：
The Workflow Management of project management module, the startup management for carrying out automatically controlled development project, and project, is filled out for user
Write the division of labor of project essential information, distribution resource and draft the project plan (schedule)；
Hardware design module, the hardware development pipe for carrying out automatically controlled development project with the hardware development knowledge in automatically controlled knowledge
Reason, carries out apolegamy original paper, design circuit, and automatically generate BOM (BOM) for user；
Software for Design module, the software development pipe for carrying out automatically controlled development project with the software development knowledge in automatically controlled knowledge
Reason, selects platform for user, chooses list, and automatically generate automatically controlled source program；
Middle trial-ray method module, the pilot scale for carrying out automatically controlled development project with pilot scale (test) the exploitation knowledge in automatically controlled knowledge
Development management, selects test-types, configuration testing index, and automatically generate test plan for user.
5. system according to claim 4, it is characterised in that the front end applications also include：
Synergetic office work module, for carrying out synergetic office work to automatically controlled development project in systems for user；
Work area management module, for for carrying out sharing management to the automatically controlled knowledge in automatically controlled development project between user；
Group discusses module, for by among about the discussion information integration of electronic development to project information, being easy to after user
Follow the trail of specific information.
6. system according to claim 4, it is characterised in that the front end applications also include：
Export module, for for user by the data of needs in the form of form it is integrated, analyze and export.
7. system according to claim 1, it is characterised in that the background server includes automatically controlled knowledge representation and parsing
Device and database；
The editor that the automatically controlled knowledge representation and resolver are used to respond front end applications preserves event, automatically controlled knows to what is be directed to
Know and carry out the formatting based on DSL grammers, be converted into DSL language files deposit database；It is additionally operable to the number in database
According to parsing of the progress based on DSL grammers, and it is supplied to front end applications to use；
The database is non-relational database, for being formatted storage to automatically controlled knowledge.
8. system according to claim 7, it is characterised in that the database is non-mode database, is specially
MongoDB databases.
9. system according to claim 7, it is characterised in that the preservation data event of system monitoring users；
When user preserves data to data storehouse, callback events can be triggered, the automatically controlled knowledge representation believes data with resolver
Breath is converted into DSL document forms, is stored into database；
When user directly changes DSL files, the automatically controlled knowledge representation is synchronous with resolver to be converted into formatted message by DSL
Store in database.
10. system according to claim 1, it is characterised in that in front end applications, the electricity provided using background server
The method that is aided in automatically controlled R＆D process of control knowledge is：
Corresponding types form item is generated automatically according to data type；
Automatic application data default value；
Option is provided automatically according to data selectable value scope；
Increase, deletion action are provided automatically according to the optional scope of data；
Automatically according to data decimation value coverage increase, delete extra different type list；
It is other data choosing value automatically automatically according to data decimation value.
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| CN201710153552.XA CN107092963A (en) | 2017-03-15 | 2017-03-15 | A kind of automatically controlled knowledge representation of household electrical appliances based on non-mode data and application system |
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Application publication date: 20170825 |