CN110196887A - A kind of management method of pair of manufacturing industry process equipment model - Google Patents
A kind of management method of pair of manufacturing industry process equipment model Download PDFInfo
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- CN110196887A CN110196887A CN201910319774.3A CN201910319774A CN110196887A CN 110196887 A CN110196887 A CN 110196887A CN 201910319774 A CN201910319774 A CN 201910319774A CN 110196887 A CN110196887 A CN 110196887A
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- 238000000034 method Methods 0.000 title claims abstract description 60
- 230000008569 process Effects 0.000 title claims abstract description 52
- 238000004519 manufacturing process Methods 0.000 title claims abstract description 31
- 238000007726 management method Methods 0.000 title claims abstract description 22
- 230000006855 networking Effects 0.000 claims abstract description 8
- 238000012545 processing Methods 0.000 claims abstract description 8
- 238000003860 storage Methods 0.000 claims abstract description 6
- 238000013461 design Methods 0.000 claims abstract description 4
- 238000004458 analytical method Methods 0.000 claims description 11
- 230000007246 mechanism Effects 0.000 claims description 4
- 238000012549 training Methods 0.000 claims description 3
- 238000010276 construction Methods 0.000 claims 1
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- 238000005516 engineering process Methods 0.000 description 4
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- 239000006185 dispersion Substances 0.000 description 2
- 238000012423 maintenance Methods 0.000 description 2
- 230000009471 action Effects 0.000 description 1
- 238000013473 artificial intelligence Methods 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 239000003638 chemical reducing agent Substances 0.000 description 1
- 238000005183 dynamical system Methods 0.000 description 1
- 238000005461 lubrication Methods 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 230000013011 mating Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000001105 regulatory effect Effects 0.000 description 1
- 230000008439 repair process Effects 0.000 description 1
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- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
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Abstract
The present invention relates to the management methods of a kind of pair of manufacturing industry process equipment model, comprising: according to the region or functional characteristics of networking cooperation processing, creates the node of process equipment model；It obtains user and uses or design the information of the node, and the node is identified；The contact attribute between the node is analyzed, go forward side by side edlin and storage；Obtain the query information that user is directed to the process equipment model；Correspond to the knowledge information of the query information to user feedback.Way to manage of the present invention is intuitive, succinct, and the efficiency of management is high, can effectively push the progress of net instrument mode.
Description
Technical field
The present invention relates to intelligent Manufacturing Technology fields, more particularly, to the manager of a kind of pair of manufacturing industry process equipment model
Method.
Background technique
Manufacturing mode always with production development is horizontal and market development and progress.The handicraft workshop mode efficiencies of early stage
It is low, it is difficult to complete large batch of production.From 19th century to 20th century, under the support of Mechanization Technique and electrified technology, greatly
Amount production model starts to occupy leading position in manufacturing industry, substantially increases productivity, reduces product cost.Into 21 generation
It records, with the progress of computer technology, artificial intelligence technology, more and more countries propose the concept and war of intelligence manufacture
Slightly.
Under manufacturing mode of new generation, facility information and intelligence degree are constantly promoted, so that networking cooperation processing is set
It is standby to have the function of the characteristics of region dispersion, isomery, management autonomy and Knowledge Evolvement.
Inventor has found under study for action, under existing net instrument mode, device model that manufacturing industry is processed into
Row management relies primarily on table, but with the continuous development and upgrading of process equipment, and cooperate process equipment attribute no longer office
It is limited to basic machined parameters information, device attribute quantity increases, so that the model of conventional tables form is difficult to meet inquiry, repair
Change equal regulatory requirements, it is therefore desirable to provide the management method of a kind of intuitive, succinct and convenient cooperation process equipment model to push away
Into the development of networking cooperation processing.
Summary of the invention
In view of this, it is necessary to for above-mentioned problem, the management method of a kind of pair of manufacturing industry process equipment model is provided,
Its way to manage is intuitive, succinct, and the efficiency of management is high, can effectively push the progress of net instrument mode.
A kind of management method of pair of manufacturing industry process equipment model, comprising:
According to the region or functional characteristics of networking cooperation processing, the node of process equipment model is created；
It obtains user and uses or design the information of the node, and the node is identified；
The contact attribute between the node is analyzed, go forward side by side edlin and storage；
Obtain the query information that user is directed to the process equipment model；
Correspond to the knowledge information of the query information to user feedback.
The step of node of the creation process equipment model, comprising:
The node of conventional tables form creation process equipment model is replaced with and creates process equipment using graphic data base
The node of model.
The described the step of node is identified, comprising:
According to the region of the node or functional characteristics, by the node identification be system, subsystem, mechanism, part or
Element.
The step of contact attribute between the analysis node, edlin of going forward side by side is with storing, comprising:
WHAT/HOW/WHY analysis, representative products classification type, production side are carried out to the connection between the node
Formula and product quality parameters, and analysis information is stored in map.
The method also includes showing the map to user.
The user is specifically one for the process equipment model for the query information of the process equipment model
Inquiry problem.
The query information for obtaining user and being directed to the process equipment model is believed to user feedback corresponding to the inquiry
The step of knowledge information of breath, comprising:
The inquiry problem that user is directed to the process equipment model is obtained, is obtained based on semantic analysis and classifier training algorithm
The highest node of the inquiry problem matching rate and its attribute information must be corresponded to.
It is matched the method includes carrying out the WHAT/HOW/WHY contact attribute between the inquiry problem and node
Step.
The management method of a kind of pair of manufacturing industry process equipment model provided by the invention, way to manage is intuitive, succinct, pipe
It manages high-efficient, can effectively push the progress of net instrument mode.
Detailed description of the invention
Fig. 1 is the map structural schematic diagram in a preferred embodiment of the invention；
Fig. 2 is the map structural schematic diagram of an application scenarios of the invention；
Fig. 3 is the application scenarios schematic diagram that the present invention is inquired and fed back.
Specific embodiment
The present invention provides the management methods of a kind of pair of manufacturing industry process equipment model, comprising:
According to the region or functional characteristics of networking cooperation processing, the node of process equipment model is created；
It obtains user and uses or design the information of the node, and the node is identified；
The contact attribute between the node is analyzed, go forward side by side edlin and storage；
Obtain the query information that user is directed to the process equipment model；
Correspond to the knowledge information of the query information to user feedback.
Referring to Fig. 1, it is described creation process equipment model node the step of, comprising:
The node of conventional tables form creation process equipment model is replaced with and creates process equipment using graphic data base
The node of model.The present embodiment for the networking of manufacturing industry process equipment cooperation region dispersion, function isomery, management autonomy and
It is the features such as Knowledge Evolvement, whole with enterprise's generally networking cooperation process equipment resource, enterprise subordinate whole process equipment with
Converted products classification carries out system division, and respectively accessory processing equipment, each process equipment subordinate are each mating by each system subordinate
Component, each each supporting part of component subordinate, the main SDN (Spring Data Neo4j) provided using neo4j carry out node
Creation.
Specifically, such as Fig. 1, the described the step of node is identified, comprising:
According to the region of the node or functional characteristics, by the node identification be system, subsystem, mechanism, part or
Element.
In a specific application scenarios, such as Fig. 2, " intelligent plate sorting system " is identified as system, subordinate's
" dynamical system ", " transmission system " are identified as subsystem；Further, " harmonic speed reducer " is mechanism, and " flexbile gear " is part,
" demand ", " function ", the element that " material " is subordinate.
In the present embodiment, analyze the contact attribute between the node, go forward side by side edlin and storage the step of, comprising:
WHAT/HOW/WHY analysis, representative products classification type, production mode and production are carried out to the connection between the node
Quality parameter, and analysis information is stored in map.By taking the application scenarios of Fig. 2 as an example, in element " maintenance ", 3 are had
A daughter element, " flexbile gear failure " " lubrication " " wheel odontotripsis ", there is WHAT connection between these three daughter elements and element " maintenance "
Set attribute represents classification type, i.e., " what is " the problem of.For example, it under daughter element " flexbile gear failure ", has
" method for maintaining " and " failure cause " is matched, has respectively represented HOW contact attribute and WHY contact attribute.To sum up, this reality
The contact attribute between node and node can be edited and be stored in map by applying example.
In the present embodiment, the map editted can be shown to user.Process equipment level is shown in graph form
Connection between the node and node of change.
Referring to Fig. 3, the user for the process equipment model query information be specifically one for it is described processing set
The inquiry problem of standby model.
The query information for obtaining user and being directed to the process equipment model is believed to user feedback corresponding to the inquiry
The step of knowledge information of breath, comprising:
The inquiry problem that user is directed to the process equipment model is obtained, is obtained based on semantic analysis and classifier training algorithm
The highest node of the inquiry problem matching rate and its attribute information must be corresponded to.Specifically, in the present embodiment, including look into described
The step of WHAT/HOW/WHY contact attribute between inquiry topic and node is matched.
The management method of a kind of pair of manufacturing industry process equipment model provided by the invention, way to manage is intuitive, succinct, pipe
It manages high-efficient, can effectively push the progress of net instrument mode.
The embodiments described above only express several embodiments of the present invention, and the description thereof is more specific and detailed, but simultaneously
Limitations on the scope of the patent of the present invention therefore cannot be interpreted as.It should be pointed out that for those 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 guarantor of the invention
Protect range.Therefore, the scope of protection of the patent of the invention shall be subject to the appended claims.
Claims (8)
1. the management method of a kind of pair of manufacturing industry process equipment model characterized by comprising
According to the region or functional characteristics of networking cooperation processing, the node of process equipment model is created；
It obtains user and uses or design the information of the node, and the node is identified；
The contact attribute between the node is analyzed, go forward side by side edlin and storage；
Obtain the query information that user is directed to the process equipment model；
Correspond to the knowledge information of the query information to user feedback.
2. the management method according to claim 1 to manufacturing industry process equipment model, which is characterized in that the creation adds
The step of node of construction equipment model, comprising:
The node of conventional tables form creation process equipment model is replaced with and creates process equipment model using graphic data base
Node.
3. the management method according to claim 2 to manufacturing industry process equipment model, which is characterized in that described to described
The step of node is identified, comprising:
It is system, subsystem, mechanism, part or element by the node identification according to the region of the node or functional characteristics.
4. the management method according to claim 3 to manufacturing industry process equipment model, which is characterized in that the analysis institute
State the contact attribute between node, go forward side by side edlin and storage the step of, comprising:
To between the node connection carry out WHAT/HOW/WHY analysis, representative products classification type, production mode with
And product quality parameters, and analysis information is stored in map.
5. the management method according to claim 4 to manufacturing industry process equipment model, which is characterized in that the method is also
Include the steps that showing the map to user.
6. the management method according to claim 1 to manufacturing industry process equipment model, which is characterized in that user's needle
Query information to the process equipment model is specifically an inquiry problem for being directed to the process equipment model.
7. the management method according to claim 6 to manufacturing industry process equipment model, which is characterized in that the acquisition is used
Family is directed to the query information of the process equipment model, and the step of the knowledge information of the query information is corresponded to user feedback
Suddenly, comprising:
The inquiry problem that user is directed to the process equipment model is obtained, based on semantic analysis and the acquisition pair of classifier training algorithm
Answer the highest node of the inquiry problem matching rate and its attribute information.
8. the management method according to claim 7 to manufacturing industry process equipment model, which is characterized in that the method packet
Include the step of being matched the WHAT/HOW/WHY contact attribute between the inquiry problem and node.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201910319774.3A CN110196887B (en) | 2019-04-19 | 2019-04-19 | Management method for manufacturing industry processing equipment model |
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| CN201910319774.3A CN110196887B (en) | 2019-04-19 | 2019-04-19 | Management method for manufacturing industry processing equipment model |
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| CN110196887B CN110196887B (en) | 2022-04-22 |
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Cited By (2)
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| WO2022061815A1 (en) * | 2020-09-27 | 2022-03-31 | 西门子股份公司 | Classification method and apparatus for quality problems during production process |
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