CN111045669A - Modeling method and device based on information system data - Google Patents
Modeling method and device based on information system data Download PDFInfo
- Publication number
- CN111045669A CN111045669A CN201911241969.7A CN201911241969A CN111045669A CN 111045669 A CN111045669 A CN 111045669A CN 201911241969 A CN201911241969 A CN 201911241969A CN 111045669 A CN111045669 A CN 111045669A
- Authority
- CN
- China
- Prior art keywords
- model
- equipment
- information system
- parent
- sub
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/30—Creation or generation of source code
- G06F8/35—Creation or generation of source code model driven
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/30—Creation or generation of source code
- G06F8/31—Programming languages or programming paradigms
- G06F8/315—Object-oriented languages
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Abstract
The invention discloses a modeling method and a device based on information system data, which are used for establishing a model of each device accessed to an information system based on device information in the information system data by taking attributes, components and behaviors as dimensions; extracting attributes, components and behaviors which repeatedly appear in the equipment models as parent models, wherein each equipment model is a sub-model consisting of at least one parent model; the parent model generates the child model through inheritance, assembly, extension and instantiation. Therefore, the equipment accessed to the information system is modeled, each equipment is split into the equipment model consisting of the father model and the sub model, when new equipment is accessed to the information system, the new equipment can be modeled according to the equipment information, and then the new equipment is accessed to the information system in the same way of the father model and the sub model, so that the equipment interface does not need to be re-developed, and meanwhile, the complexity of the equipment model is enough to support the complex application requirement.
Description
Technical Field
The invention relates to the technical field of Internet of things, in particular to a modeling method and device based on information system data.
Background
One of the core capabilities of the current industrial physical information system is to realize the access of the internet of things equipment, and perform centralized management and monitoring on the access equipment on the system platform side.
Because of the numerous types and different functions of the devices, the existing device access modes mainly include two methods: one method is to adapt to a certain equipment model, and if other types of equipment need to be accessed, customized development is needed, so that the workload is large, the implementation period is long, the types of the accessed equipment are limited, and the cost is high; in another method, different types of devices are abstracted into general device types for access, and only common features are extracted, so that access efficiency is guaranteed, but complex application is difficult to support due to the fact that a device model is simple.
Disclosure of Invention
The invention provides a modeling method and a modeling device based on information system data, which can solve the problems of large workload, long period and difficult support of complex application caused by the access of general equipment types in the prior art due to the customized development of access equipment.
In order to achieve the purpose, the invention provides the following technical scheme:
a modeling method based on information system data, comprising:
establishing a device model of each device accessed to the information system by taking attributes, components and behaviors as dimensions based on device information in the information system data;
extracting attributes, components and behaviors which repeatedly appear in the equipment models as parent models, wherein each equipment model is a sub-model consisting of at least one parent model; the parent model generates the sub-models through inheritance, assembly, extension and instantiation, and each parent model and each sub-model have respective unique identifications.
Optionally, the modeling method further includes:
modeling the equipment to be accessed into the information system according to the equipment information of the equipment to be accessed into the information system, the father model and the sub-model, finally obtaining the sub-model which is inherited, assembled, expanded and instantiated from one or more father models serving as the start, serving as the equipment model of the equipment, and accessing the information system in a mode that the father model and the sub-model are accessed into the information system.
Optionally, the parent model generates a child model through inheritance, including:
the child model obtains all information of the parent model.
Optionally, the parent model generates a child model through assembly, including:
and assembling a plurality of father models to obtain the child models.
Optionally, the parent model generates a child model through extension, including:
and adding extension information on the basis of the father model to obtain the sub-model.
An information system data based modeling apparatus, comprising:
the establishing unit is used for establishing an equipment model of each equipment accessed to the information system by taking the attribute, the component and the behavior as dimensions based on the equipment information in the information system data;
the device comprises an extraction unit, a storage unit and a processing unit, wherein the extraction unit is used for extracting attributes, components and behaviors which repeatedly appear in the device models as parent models, and each device model is a sub-model consisting of at least one parent model; the parent model generates the sub-models through inheritance, assembly, extension and instantiation, and each parent model and each sub-model have respective unique identifications.
Optionally, the modeling apparatus further includes:
and the access unit is used for modeling the equipment to be accessed into the information system according to the equipment information of the equipment to be accessed into the information system, the father model and the sub-model, finally obtaining the sub-model which is inherited, assembled, expanded and instantiated from one or more father models serving as the beginning, serving as the equipment model of the equipment, and accessing the information system in a mode that the father model and the sub-model are accessed into the information system.
Optionally, the extracting unit is configured to obtain all information of the parent model by the child model.
Optionally, the extracting unit is configured to assemble a plurality of parent models to obtain the child model.
Optionally, the extracting unit is configured to add extension information on the basis of the parent model to obtain the child model.
According to the technical scheme, the invention discloses a modeling method and a device based on information system data, wherein a model of each device accessed to an information system is established based on device information in the information system data and taking attributes, components and behaviors as dimensions; extracting attributes, components and behaviors which repeatedly appear in the equipment models as parent models, wherein each equipment model is a sub-model consisting of at least one parent model; the parent model generates the child model through inheritance, assembly, extension and instantiation. Therefore, the equipment accessed to the information system is modeled, each equipment is split into the equipment model consisting of the father model and the sub model, when new equipment is accessed to the information system, the new equipment can be modeled according to the equipment information, and then the new equipment is accessed to the information system in the same way of the father model and the sub model, so that the equipment interface does not need to be re-developed, and meanwhile, the complexity of the equipment model is enough to support the complex application requirement.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the provided drawings without creative efforts.
FIG. 1 is a flow chart of a modeling method based on information system data according to an embodiment of the present invention;
FIG. 2 is a schematic diagram of model construction and instantiation in the information system data-based modeling method disclosed in the present invention;
FIG. 3 is a schematic diagram illustrating device access and data binding in a modeling method based on information system data according to the present disclosure;
fig. 4 is a schematic diagram of a modeling apparatus based on information system data according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
As known from the background art, because of the numerous types and different functions of the devices, there are two main methods for accessing the existing devices: one method is to adapt to a certain equipment model, and if other types of equipment need to be accessed, customized development is needed, so that the workload is large, the implementation period is long, the types of the accessed equipment are limited, and the cost is high; in another method, different types of devices are abstracted into general device types for access, and only common features are extracted, so that access efficiency is guaranteed, but complex application is difficult to support due to the fact that a device model is simple.
In view of the above, the present invention provides a modeling method and apparatus based on information system data, which can solve the problems in the prior art that the workload is large and the period is long due to the customized development for the access device, and the complex application is difficult to support due to the access of the general device type.
As shown in fig. 1, an embodiment of the present invention discloses a modeling method based on information system data, including the following steps:
s101, based on the equipment information in the information system data, with attributes, components and behaviors as dimensions, establishing an equipment model of each equipment accessed to the information system.
It should be noted that, for information systems, a device or device composition typically contains attributes, components, and behaviors, where an attribute describes some aspect of a model, such as the model number of a motor model; the part is a component of the model, the part may have a structure, the rotor is a part, and the rotor comprises a coil; the behavior describes the dynamic capabilities of the model, such as start and stop of the motor.
S102, extracting attributes, components and behaviors which repeatedly appear in the equipment models as parent models, wherein each equipment model is a sub-model composed of at least one parent model; the parent model generates the child model through inheritance, assembly, extension and instantiation.
It should be noted that, in step S102, each parent model and each child model have their own unique identifier. That is, each model corresponds to a same type of equipment or equipment composition, such as the model number of a certain equipment or the model number of a certain motor in a certain equipment.
Optionally, the parent model generates a child model through inheritance, including:
the child model obtains all information of the parent model.
The information obtained by the child model from the parent model includes, but is not limited to, structures, components, attributes, and the like.
Optionally, the parent model generates a child model through assembly, including:
and assembling the multiple father models to obtain the child models.
The sub-model assembled from a plurality of parent models can form a layered model structure, for example, an automobile is composed of a body and a transmitter, and an engine is composed of a housing and a crankshaft.
Optionally, the parent model generates a child model through extension, including:
and adding extension information on the basis of the parent model to obtain the sub-model.
After the child model inherits the parent model, the child model can extend its own components, attributes, methods, etc. in addition to the components, attributes, methods inherited from the parent model, to form another model based on the parent model but different from the parent model.
Optionally, instantiating refers to generating an instance having the same structure, the same property and the same method as the model according to the model, where the instance has a unique identifier, and the instance may be further modified, such as modifying the value of the property, adding a new component, a new method, and the like.
For convenience of understanding, fig. 2 is a schematic diagram illustrating model construction and instantiation in the information system data-based modeling method disclosed in the present invention.
The model A is 201, the attribute A of the model A is 202, the behavior A of the model A is 203, the behavior A of the model A is 204, the model B is inherited from the model A, the attribute A of the model B is 205, the behavior A of the model B is 206, the component B is 207, the component B is 208, the model C is assembled through the model B, the attribute C of the model C is 209, the behavior C of the model C is 211, the instance B of the model C is instantiated through the model B, the attribute A of the instance B is 212, the behavior A of the instance B is derived from the model A, the behavior A of the instance B is 213, the component B of the instance B is derived from the model A, and the component B of the instance B is derived from the model B214.
It should be noted that, through the above model building strategy, two types of models can be derived from the model generated by the information system data: an access model and an information model.
The access model comprises a gateway model, a channel model, an equipment model, a measuring point model and the like, when the equipment is accessed, the information system analyzes the access message, and the gateway example is reconstructed on the system side, wherein the measuring point comprises the information for obtaining the measuring point data of the equipment.
The information model is constructed through the aforementioned inheritance, assembly and extension mechanisms, and finally forms a series of models with clear business meanings, such as factories, production lines, equipment and the like, wherein the equipment can be organized according to different dimensions, such as types, brands, working principles and the like, and the equipment contains variables which are placeholders of equipment data sources.
Specifically, for example, the rotation speed of a motor is a variable, and the variable can hold various types of data, such as static data: a manufacturer of the machine; dynamic data, such as time series values of the motor speed (1000 revolutions at 19:00 minutes; 1200 revolutions at 19:05 minutes), is called a placeholder for the source of the device data since data can be read from the variables.
And instantiating and expanding the information model, so that a complex equipment ledger can be constructed.
By binding the device instance in the device ledger and the access device in the gateway, when the value of a certain variable is inquired from the device ledger, the access device tag can be found through the association relationship, and finally the data is acquired.
Optionally, the modeling method further includes:
modeling the equipment to be accessed into the information system according to the equipment information of the equipment to be accessed into the information system, the father model and the sub-model, finally obtaining the sub-model which is inherited, assembled, expanded and instantiated by taking one or more father models as the starting point, and taking the sub-model as the equipment model of the equipment, and accessing the information system in a mode that the father model and the sub-model are accessed into the information system.
It should be noted that, in a specific embodiment, the access of a new device involves multiple models, as shown in fig. 3, which is a schematic diagram of device access and data binding in the modeling method based on information system data disclosed in the present invention.
Wherein, 301 to access physical device D1, 302 physical/logical gateway, connect to information system through Message Queue Telemetry Transport (MQTT) protocol, 303 information system, 304 physical/logical gateway is instantiated in information system as gateway G1, 305 result instantiated by channel model, reflect network connection information of physical gateway, 306 mapping of physical device D1 in information system, 307 label, can obtain data of device according to label, identify attribute of certain dimension of physical device, such as current operation state, 308 factory 1, instantiated by factory model, 309 1, instantiated by production line model, 310 special device D1, instantiated by special device model 318, establish association with 306 general device, thereby obtain data, 311 variable, describe certain maintenance attribute of special device, if the current operation state corresponds to the 301 tag, that is, the data source of the variable is the tag, and 312-319 model lists, wherein 312 is a network management model and 313 is a channel model. 314 is a generic equipment model, 315 is a label model, 316 is a plant model, 317 is a line model, 318 is a specific equipment model, and 319 is a variable model.
It should be noted that, the physical device accesses the system through the gateway, the gateway implements the MQTT access protocol, and rebuilds on the system side in the form of a logical entity to organize the device and the tag, the rebuilding process is based on a universal model, such as a gateway model, a channel model and a device model, and the device and the gateway can access the information system in a plug-and-play manner based on the universal model, thereby reducing the workload of access configuration.
The modeling method based on the information system data disclosed by the embodiment is based on the equipment information in the information system data, and takes attributes, components and behaviors as dimensions to establish a model of each piece of equipment accessed to the information system; extracting attributes, components and behaviors which repeatedly appear in the equipment models as parent models, wherein each equipment model is a sub-model consisting of at least one parent model; the parent model generates the child model through inheritance, assembly, extension and instantiation. Therefore, the equipment accessed to the information system is modeled, each equipment is split into the equipment model consisting of the father model and the sub model, when new equipment is accessed to the information system, the new equipment can be modeled according to the equipment information, and then the new equipment is accessed to the information system in the same way of the father model and the sub model, so that the equipment interface does not need to be re-developed, and meanwhile, the complexity of the equipment model is enough to support the complex application requirement.
Based on the modeling method based on the information system data disclosed in the embodiment of the invention, fig. 4 specifically discloses a modeling device based on the information system data, which applies the modeling method based on the information system data.
As shown in fig. 4, another embodiment of the present invention discloses a modeling apparatus based on information system data, the apparatus comprising:
the establishing unit 401 is configured to establish a device model of each device accessing the information system, with the attributes, components, and behaviors as dimensions, based on the device information in the information system data.
An extracting unit 402, configured to extract attributes, components, and behaviors that repeatedly appear in the device models as parent models, where each device model is a child model composed of at least one parent model; the parent model generates the sub-models through inheritance, assembly, extension and instantiation, and each parent model and each sub-model have respective unique identifications.
Optionally, the modeling apparatus further includes:
and the access unit is used for modeling the equipment to be accessed into the information system according to the equipment information of the equipment to be accessed into the information system, the father model and the sub-model, finally obtaining the sub-model which is inherited, assembled, expanded and instantiated from one or more father models serving as the beginning, serving as the equipment model of the equipment, and accessing the information system in a mode that the father model and the sub-model are accessed into the information system.
Optionally, the extracting unit 402 is configured to obtain all information of the parent model by the child model.
Optionally, the extracting unit 402 is configured to assemble a plurality of parent models to obtain the child model.
Optionally, the extracting unit 402 is configured to add extension information on the basis of the parent model to obtain the child model.
The specific working processes of the establishing unit 401 and the extracting unit 402 in the modeling apparatus for information system data disclosed in the above embodiment of the present invention may refer to the corresponding contents in the modeling method for information system data disclosed in the above embodiment of the present invention, and are not described herein again.
The modeling apparatus based on information system data disclosed in this embodiment establishes a model of each device accessing to the information system, based on device information in the information system data, with attributes, components, and behaviors as dimensions; extracting attributes, components and behaviors which repeatedly appear in the equipment models as parent models, wherein each equipment model is a sub-model consisting of at least one parent model; the parent model generates the child model through inheritance, assembly, extension and instantiation. Therefore, the equipment accessed to the information system is modeled, each equipment is split into the equipment model consisting of the father model and the sub model, when new equipment is accessed to the information system, the new equipment can be modeled according to the equipment information, and then the new equipment is accessed to the information system in the same way of the father model and the sub model, so that the equipment interface does not need to be re-developed, and meanwhile, the complexity of the equipment model is enough to support the complex application requirement.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in the process, method, article, or apparatus that comprises the element.
As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The above are merely examples of the present application and are not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of the claims of the present application.
Claims (10)
1. A modeling method based on information system data is characterized by comprising the following steps:
establishing a device model of each device accessed to the information system by taking attributes, components and behaviors as dimensions based on device information in the information system data;
extracting attributes, components and behaviors which repeatedly appear in the equipment models as parent models, wherein each equipment model is a sub-model consisting of at least one parent model; the parent model generates the sub-models through inheritance, assembly, extension and instantiation, and each parent model and each sub-model have respective unique identifications.
2. The modeling method of claim 1, further comprising:
modeling the equipment to be accessed into the information system according to the equipment information of the equipment to be accessed into the information system, the father model and the sub-model, finally obtaining the sub-model which is inherited, assembled, expanded and instantiated from one or more father models serving as the start, serving as the equipment model of the equipment, and accessing the information system in a mode that the father model and the sub-model are accessed into the information system.
3. The modeling method of claim 1, wherein the parent model generates a child model by inheritance, comprising:
the child model obtains all information of the parent model.
4. The modeling method of claim 1, wherein the parent model generates a child model by assembly, comprising:
and assembling a plurality of father models to obtain the child models.
5. The modeling method of claim 1, wherein the parent model generates a child model by extension, comprising:
and adding extension information on the basis of the father model to obtain the sub-model.
6. An information system data-based modeling apparatus, comprising:
the establishing unit is used for establishing an equipment model of each equipment accessed to the information system by taking the attribute, the component and the behavior as dimensions based on the equipment information in the information system data;
the device comprises an extraction unit, a storage unit and a processing unit, wherein the extraction unit is used for extracting attributes, components and behaviors which repeatedly appear in the device models as parent models, and each device model is a sub-model consisting of at least one parent model; the parent model generates the sub-models through inheritance, assembly, extension and instantiation, and each parent model and each sub-model have respective unique identifications.
7. The modeling apparatus of claim 6, further comprising:
and the access unit is used for modeling the equipment to be accessed into the information system according to the equipment information of the equipment to be accessed into the information system, the father model and the sub-model, finally obtaining the sub-model which is inherited, assembled, expanded and instantiated from one or more father models serving as the beginning, serving as the equipment model of the equipment, and accessing the information system in a mode that the father model and the sub-model are accessed into the information system.
8. The modeling apparatus of claim 6, wherein the extracting unit is configured to obtain all information of the parent model by the child model.
9. The modeling apparatus of claim 6, wherein the extracting unit is configured to assemble a plurality of parent models to obtain the child model.
10. The modeling apparatus of claim 6, wherein the extracting unit is configured to add extension information to the parent model to obtain the child model.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201911241969.7A CN111045669B (en) | 2019-12-06 | 2019-12-06 | Modeling method and device based on information system data |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201911241969.7A CN111045669B (en) | 2019-12-06 | 2019-12-06 | Modeling method and device based on information system data |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN111045669A true CN111045669A (en) | 2020-04-21 |
| CN111045669B CN111045669B (en) | 2023-07-14 |
Family
ID=70235062
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201911241969.7A Active CN111045669B (en) | 2019-12-06 | 2019-12-06 | Modeling method and device based on information system data |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN111045669B (en) |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112099784A (en) * | 2020-08-18 | 2020-12-18 | 西安合科软件有限公司 | Model creation method and device |
| CN112241260A (en) * | 2020-10-22 | 2021-01-19 | 宁波和利时智能科技有限公司 | Modeling method and system for physical entity of discrete industry |
| CN112449022A (en) * | 2020-12-08 | 2021-03-05 | 宁波和利时智能科技有限公司 | Cloud edge coordination method, device and system and electronic equipment |
| CN112988744A (en) * | 2021-03-03 | 2021-06-18 | 北京明略软件系统有限公司 | Equipment data management system and method |
| CN113190629A (en) * | 2021-04-25 | 2021-07-30 | 国能智深控制技术有限公司 | Method and device for realizing production monitoring management system |
Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20040078180A1 (en) * | 2002-10-16 | 2004-04-22 | Allen Richard Craig | Method for automatically decomposing dynamic system models into submodels |
| US20040107414A1 (en) * | 2002-10-21 | 2004-06-03 | Youval Bronicki | Method, a language and a system for the definition and implementation of software solutions |
| US20050060135A1 (en) * | 2002-10-23 | 2005-03-17 | Siemens Aktiengesellschaft | Method and device for automatic association of data elements in modeling of a technical system |
| US20100204970A1 (en) * | 2001-09-28 | 2010-08-12 | Siebel Systems, Inc. | Method, system, and product for performing sub-configuration of entities |
| US7853922B1 (en) * | 2001-05-15 | 2010-12-14 | The Mathworks, Inc. | Data objects for model-based design |
| CN103873297A (en) * | 2014-03-14 | 2014-06-18 | 浪潮通信信息系统有限公司 | Processing method for reverse inheritance modeling of data acquisition and processing system |
| CN106919410A (en) * | 2015-12-25 | 2017-07-04 | 阿里巴巴集团控股有限公司 | The extended method and device of the layout templates of component |
| US20170351789A1 (en) * | 2016-06-01 | 2017-12-07 | The Mathworks, Inc. | Systems and methods for creating model adaptors |
| CN107493194A (en) * | 2017-08-20 | 2017-12-19 | 西南电子技术研究所（中国电子科技集团公司第十研究所） | Information Network Flexible Node model |
| CN108509185A (en) * | 2017-02-24 | 2018-09-07 | 通用电气公司 | System and method for the modeling of arbitrary software logic |
| CN110489853A (en) * | 2019-08-15 | 2019-11-22 | 杭州群核信息技术有限公司 | A kind of modeling method of household parameterized model |
-
2019
- 2019-12-06 CN CN201911241969.7A patent/CN111045669B/en active Active
Patent Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7853922B1 (en) * | 2001-05-15 | 2010-12-14 | The Mathworks, Inc. | Data objects for model-based design |
| US20100204970A1 (en) * | 2001-09-28 | 2010-08-12 | Siebel Systems, Inc. | Method, system, and product for performing sub-configuration of entities |
| US20040078180A1 (en) * | 2002-10-16 | 2004-04-22 | Allen Richard Craig | Method for automatically decomposing dynamic system models into submodels |
| US20040107414A1 (en) * | 2002-10-21 | 2004-06-03 | Youval Bronicki | Method, a language and a system for the definition and implementation of software solutions |
| US20050060135A1 (en) * | 2002-10-23 | 2005-03-17 | Siemens Aktiengesellschaft | Method and device for automatic association of data elements in modeling of a technical system |
| CN103873297A (en) * | 2014-03-14 | 2014-06-18 | 浪潮通信信息系统有限公司 | Processing method for reverse inheritance modeling of data acquisition and processing system |
| CN106919410A (en) * | 2015-12-25 | 2017-07-04 | 阿里巴巴集团控股有限公司 | The extended method and device of the layout templates of component |
| US20170351789A1 (en) * | 2016-06-01 | 2017-12-07 | The Mathworks, Inc. | Systems and methods for creating model adaptors |
| CN108509185A (en) * | 2017-02-24 | 2018-09-07 | 通用电气公司 | System and method for the modeling of arbitrary software logic |
| CN107493194A (en) * | 2017-08-20 | 2017-12-19 | 西南电子技术研究所（中国电子科技集团公司第十研究所） | Information Network Flexible Node model |
| CN110489853A (en) * | 2019-08-15 | 2019-11-22 | 杭州群核信息技术有限公司 | A kind of modeling method of household parameterized model |
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112099784A (en) * | 2020-08-18 | 2020-12-18 | 西安合科软件有限公司 | Model creation method and device |
| CN112241260A (en) * | 2020-10-22 | 2021-01-19 | 宁波和利时智能科技有限公司 | Modeling method and system for physical entity of discrete industry |
| CN112241260B (en) * | 2020-10-22 | 2022-04-26 | 宁波和利时智能科技有限公司 | Modeling method and system for physical entity of discrete industry |
| CN112449022A (en) * | 2020-12-08 | 2021-03-05 | 宁波和利时智能科技有限公司 | Cloud edge coordination method, device and system and electronic equipment |
| CN112449022B (en) * | 2020-12-08 | 2023-07-18 | 和利时卡优倍科技有限公司 | Cloud edge cooperation method, device and system and electronic equipment |
| CN112988744A (en) * | 2021-03-03 | 2021-06-18 | 北京明略软件系统有限公司 | Equipment data management system and method |
| CN113190629A (en) * | 2021-04-25 | 2021-07-30 | 国能智深控制技术有限公司 | Method and device for realizing production monitoring management system |
Also Published As
| Publication number | Publication date |
|---|---|
| CN111045669B (en) | 2023-07-14 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN111045669B (en) | Modeling method and device based on information system data | |
| Schleipen | OPC UA supporting the automated engineering of production monitoring and control systems | |
| Hallerbach et al. | Context-based configuration of process variants | |
| Isikdag | Enhanced building information models | |
| JP6753200B2 (en) | Methods, systems and computer programs for cloud-based computing clusters for simulated operator training systems | |
| CN104932480A (en) | Automobile diagnostic system design method and apparatus | |
| WO2012092214A2 (en) | Platform for distributed applications | |
| Virta et al. | SOA-Based integration for batch process management with OPC UA and ISA-88/95 | |
| Panda et al. | Plug&Produce Integration of Components into OPC UA based data-space | |
| Schnicke et al. | Enabling industry 4.0 service-oriented architecture through digital twins | |
| CN112702343B (en) | OPC UA and MQTT fusion method | |
| US20210406037A1 (en) | Field device configuration tool | |
| CN103327080A (en) | Method and device for establishing control system of internet of things | |
| KR102382564B1 (en) | Data Parsing and Configuration method for Building OPC UA Environment based on AutomationML | |
| CN112363718A (en) | Industrial application integration system based on micro-service architecture | |
| CN110417760A (en) | The mutual operation method and middleware of marginal layer in industry internet | |
| CN112906206A (en) | Digital twin model construction method and device | |
| CN104270403A (en) | Cloud platform information web monitoring system based on struts2 framework | |
| Yu et al. | Research on CNC machine tool monitoring system based on OPC UA | |
| CN115100353A (en) | Method, system, electronic device and storage medium for generating digital twin instances | |
| CA3136404C (en) | Selective address space aggregation | |
| CN112700004A (en) | Deep learning model training method and device based on container technology and storage medium | |
| CN111767406A (en) | Knowledge representation method and device for PLC engineering | |
| Jelliti et al. | A model based framework supporting ITIL Service IT Management | |
| CN113612818B (en) | Industrial app release system of low-code platform |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| TA01 | Transfer of patent application right |
Effective date of registration: 20210401 Address after: 5-7, No.38, building 7, East District, Ningbo new material innovation center, Ningbo hi tech Zone, 315000, Zhejiang Province Applicant after: NINGBO HELISHI INTELLIGENT TECHNOLOGY Co.,Ltd. Address before: 5-7, No.38, building 7, East District, Ningbo new material innovation center, Ningbo hi tech Zone, 315000, Zhejiang Province Applicant before: NINGBO HELISHI INTELLIGENT TECHNOLOGY Co.,Ltd. Applicant before: BEIJING HOLLYSYS AUTOMATION & DRIVE Co.,Ltd. |
|
| TA01 | Transfer of patent application right | ||
| CB02 | Change of applicant information |
Address after: 5-7, No.38, building 7, East District, Ningbo new material innovation center, Ningbo hi tech Zone, 315000, Zhejiang Province Applicant after: Hollysys Kauber Technology Co.,Ltd. Address before: 5-7, No.38, building 7, East District, Ningbo new material innovation center, Ningbo hi tech Zone, 315000, Zhejiang Province Applicant before: NINGBO HELISHI INTELLIGENT TECHNOLOGY Co.,Ltd. |
|
| CB02 | Change of applicant information | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |