Space-time data model based on 3DPS
1. A 3 DPS-based spatio-temporal data model, characterized in that: the Model comprises a Data frame and a Model frame, a description scheme is designed for the spatio-temporal dynamic characteristics of the geographic objects in a Data layer, a description rule of a dynamic scene is constructed to accurately describe the dynamic changes of the geographic objects, a stream transmission mechanism is designed and constructed for sub-packets of description documents, and a simple interaction strategy, a complex interaction strategy and a cooperation interaction strategy are designed in a Model layer; the attributes of the spatio-temporal dynamic feature design description scheme include document attributes and geographic object attributes.
2. The 3 DPS-based spatio-temporal data model as recited in claim 1, wherein: the document attributes are divided into necessary attributes and optional attributes, and the necessary attributes comprise: id is used for declaring the unique code of the document, type is used for describing the current document type, the value is document, parent and previous records the parent document and the front document of the current document, and version number version; optional attributes assist in recording document information, including: document name, author, creation time, modified version, model information, and basic description.
3. The 3 DPS-based spatio-temporal data model as recited in claim 1, wherein: the attributes of the geographic objects are divided into standard attributes and extended attributes, and the standard attributes are divided into four types, namely basic attributes, geographic attributes, data attributes and geometric attributes.
4. The 3DPS based spatio-temporal data model as claimed in claim 3, wherein: the basic attributes are necessary attributes and are used for accurately describing basic information and other information of the current geographic object, and the other information comprises id, parent, previous, version and description.
5. The 3 DPS-based spatio-temporal data model as recited in claim 1, wherein: the geographic attributes are core attributes of the geographic object, and include geographic sub-attributes including an attribute position, a direction orientation, a coordinate system, and a camera view camera of the geographic object position, and sub-attributes thereof include a positioning dependent attribute, a positioning independent attribute, a heading, a pitch, and a roll.
6. The 3DPS based spatio-temporal data model as claimed in claim 3, wherein: the data attribute is used for describing data sources and self attribute information: address url, type, parameter, time clock, and description.
7. The 3DPS based spatio-temporal data model as claimed in claim 3, wherein: the geometric properties are used to control or set the geometric appearance and graphical style of the geographic object.
8. The 3 DPS-based spatio-temporal data model as recited in claim 1, wherein: the document sub-package design and construction streaming transmission mechanism is that the space-time data description document is subjected to unpacking design, streaming transmission is performed by combining SSE, each time a client receives a packet, an event is triggered, a large amount of space-time data description documents are processed in a streaming mode, and association between the packages is achieved by adopting a geographic object id.
9. The 3 DPS-based spatio-temporal data model as recited in claim 1, wherein: the simple interaction strategy is that a user and a single model carry out independent interaction; the complex interaction strategy takes data as a center and takes a data state as a response mechanism, and the running state of the data in a model chain is accurately managed; the cooperation interaction strategy can carry out various operations of data input, model control, data verification and data processing according to the model cooperation interaction strategy interface.
10. The 3 DPS-based spatio-temporal data model as recited in claim 9, wherein: the interactive interface of the space-time data Model comprises an OGC 3DPS standard module and a Model extension module, wherein the Model extension module provides two methods for realizing the interaction of the space-time data Model, namely a SetModel and an OperateModel, SetData and SetModel group are designed in the SetModel, SetData operation is a Model data input operation, and the interface comprises the following parameters of dataSource, dataType, modelID, modelConfig and packageConfig, and the SetModel group is an operation interface provided for multi-Model integration; the OperateModel is designed with four implementation modes of Modelregister, ModelFind, ModelStart and ModelApply.
Background
The spatio-temporal data model is the key content for constructing the temporal GIS and plays an important role in the aspects of GIS dynamic visualization, simulation analysis and the like. With the rapid development of computer network technology, geographic information technology is developing toward the direction of service and intelligence. The spatio-temporal data model is shared in a service mode, so that the model can be effectively recycled, interdisciplinary integration of the model is promoted, the potential value of the model is exerted, deep research of the spatio-temporal data model is promoted, and the comprehensive simulation analysis capability of the GIS is enhanced.
At present, a large number of spatio-temporal data models have been researched by scholars at home and abroad, and relevant scholars have deeper research on the service sharing of the models. The method comprises the steps of realizing geographic model sharing based on a cloud computing platform; model sharing is achieved through schemes such as meta-model design, interface design, model encapsulation and model deployment.
Research finds that the model sharing research is mainly oriented to a geographic analysis model, and the time-space data model serving sharing research is less. In the space-time data model sharing research, the dynamic feature description scheme, the model interaction strategy and the interface design research of the geographic object are insufficient, so that the space-time data model has the problems of difficult sharing and the like.
Based on this, the present invention designs a 3 DPS-based spatio-temporal data model to solve the above-mentioned problems.
Disclosure of Invention
It is an object of the present invention to provide a 3 DPS-based spatio-temporal data model to solve the problems set forth in the above background art.
In order to achieve the purpose, the invention provides the following technical scheme: a space-time Data Model based on 3DPS, the said Model includes Data frame and Model frame, in the Data layer face geographic object space-time dynamic characteristic design description scheme, construct the description rule of the dynamic scene in order to realize accurately describing the dynamic change of the geographic object, and along with the complexity of the change situation and time lapse, the volume of the description file will be increased gradually too, to describe the file subcontract design and construct the stream transmission mechanism, can solve the network transmission that causes because of the Data bulk is limited and the problem such as the rendering pressure of customer end analysis effectively, design simple interaction strategy, complicated interaction strategy and cooperating interaction strategy in the Model layer, in order to meet the actual application of the interaction strategy, expand and increase the Model module on the basis of OGC 3DPS standard, 2 methods have been designed, 6 implementation modes are in order to meet users and Model service interaction demand; the attributes of the spatio-temporal dynamic feature design description scheme include document attributes and geographic object attributes.
Preferably, the document attributes are divided into necessary attributes and optional attributes, and the necessary attributes include: id is used for declaring the unique code of the document, type is used for describing the current document type, the value is document, parent and previous records the parent document and the front document of the current document, and version number version; optional attributes assist in recording document information, including: the document name, the author, the creation time, the modified version, the model information and the basic description can completely describe the complete content of the current geographic object space-time dynamic feature description document by defining the document attributes, and lay a foundation for the geographic object space-time dynamic description.
Preferably, the attributes of the geographic object are divided into standard attributes and extended attributes, and the standard attributes are divided into four classes, namely basic attributes, geographic attributes, data attributes and geometric attributes. In the space-time data model service sharing description scheme, the description of the geographic object attributes directly influences the application effect of the space-time data model and the dynamic expression of the space-time characteristics of the geographic object.
Preferably, the basic attribute is an essential attribute, and is used for accurately describing basic information and other information of the current geographic object, and the other information includes id, parent, previous, version and description.
Preferably, the geographic attribute is a core attribute of the geographic object, the geographic attribute includes a geographic sub-attribute, the geographic attribute includes an attribute position, a direction orientation, a coordinate system and a camera view camera of the geographic object position, and the sub-attribute includes a positioning dependent attribute, a positioning independent attribute, a heading, a pitch and a roll. The location-dependent attribute is a single-point location, that is, the location of a certain entity is determined by a single coordinate, and the geographic entity using the location-dependent attribute is usually a point, a character, a model, or the like. Entities that use location independent attributes are typically lines, planes, etc. The coordinateSystem is used for accurately describing data coordinate system information, and the attribute is processed through a model function, so that data of different coordinate systems can be uniformly expressed. A camera view camera for determining a camera orientation.
Preferably, the data attribute is used to describe a data source and its own attribute information: address url, type, parameter, time clock, and description. The relevance among all the attributes in the data attributes is strong, namely the modification of the current attribute often influences the change of other attributes, so that the scheme adds a restriction relation to all the data attributes, namely after a certain attribute value changes along with the time, other restricted relation attributes also change along with the change of the attribute value. The data attribute is a core attribute of the geographic object space-time dynamic feature description scheme supporting the multi-source heterogeneous data, and the dynamic expression of the multi-source heterogeneous data in the geographic scene is realized through the integrity design of the attribute.
Preferably, the geometric attributes are used to control or set the geometric appearance and graphical style of the geographic objects, such as visibility, color, material, borders. The geometric attributes are 15 categories in total, each attribute comprises sub-attributes, and some sub-attributes are basic sub-attributes including position, material, border, color and the like. Still others are used to control how smooth the geometry is to extend the child property, granularity, resolution.
Preferably, the extended attributes of the geographic objects are to express more complex geometric models and to extend the high level functionality of the description schemes, and can be defined by the application needs of the user in a customized manner. When defining the extended attribute, the user-defined prefix is required to be identified before the extended attribute so as to avoid the conflict with the document attribute and the geographic object standard attribute.
Preferably, the document sub-package design and the stream transmission mechanism are designed to unpack the spatio-temporal data description documents, the stream transmission is performed by combining SSE, each time a client receives a packet, an event is triggered, a large amount of spatio-temporal data description documents are processed in a stream mode, the significance is that when a large amount of space-time data is processed, the client can progressively acquire, transmit and process data with changed space-time dynamic characteristics of the geographic object, the visualization effect of real-time data is improved, when the space-time data describes the dynamic change of the geographic object, the change of single or complex attributes of the same object or the change of single or complex attributes among a plurality of objects can occur, aiming at the complexity of the situation, the research proposes to adopt the geographic object id to realize the association between the packages, i.e. each package comprises one or more attributes of the geographical object id, other attributes that need to be changed can be stored in the same package or between different packages. Therefore, in some cases, dynamic changes of a certain geographic entity can be described by multiple packets. How to control the data volume of each packet in the subpackaging process to adapt to the efficient visualization of the client is one of the key problems in the subpackaging process. The change attributes of the geographic entities all define render attributes, the attributes indicate the complexity of the current geographic object attribute change rendering, the higher the coefficient is, the greater the requirement on the required client visual rendering capability is represented, and therefore, the data volume of each packet needs to be reduced during sub-packaging so as to balance the rendering pressure of the client. For geospatial objects which dynamically change with time, the attributes such as spatial positions and the like of the objects change with the lapse of time, and the description documents of the spatiotemporal data are increased. The excessive data volume can cause the network transmission to be limited and the client to be difficult to analyze, and can affect the real-time or near real-time dynamic expression.
Preferably, model integration is an important component shared by the spatio-temporal data model, and the model can play a role of the model and improve the geographical analysis capability greatly. The internal structure of the model is usually quite complex, while the external interface provided by the package after deployment is relatively simple. The simple interaction strategy is that a user independently interacts with a single model, the user submits model data through a model interaction interface with a simple model, the model is operated to calculate and return results, and no other user or model except the model participates in the whole process of calling the model; the complex interaction strategy takes data as a center, takes a data state as a response mechanism, accurately manages the running state of the data in a model chain, aims at different complex geographic requirements, a user customizes and combines different models into the model chain which is suitable for or meets the geographic analysis requirement to the maximum extent at a service end, the user needs to input the data required by the models after the model chain is started, the data can select whether to send the completion state to a client after completing the processing analysis at one stage, if the completion state is sent to the client, the subsequent processing of the model chain is continued after the client checks or processes, the processing of the data at each stage in the models is completed in sequence according to the mode, the result data is finally output to the client, if the completion state is not sent to the client, the user is required to clearly define the input and output limits among the models when customizing the model chain, so that the model chain automatically completes the whole processing flow, finally, outputting the data; the cooperation interaction strategy can carry out various operations of data input, model control, data verification and data processing according to the model cooperation interaction strategy interface.
Preferably, the interaction interface of the spatio-temporal data Model comprises an OGC 3DPS standard module and a Model extension module, the OGC 3DPS standard module comprises a Core module Core and three extension modules, namely, a scene, a view and an info, the Model extension module provides two methods to realize interaction of the spatio-temporal data Model, namely, a SetModel and an OperateModel, the setModel is designed with setData and setModelgroup, the setData operation is a Model data input operation, the interface comprises the following parameters of dataSource, dataType, Model ID, Model config and packageConfig, and the setModelgroup is an operation interface provided for multi-Model integration, and the registered Model can form a chain according to the configuration rules of input and output of the Model through the interface to solve the problem of complex geographic analysis, wherein the parameters comprise Model, Model config, name and descriptor; the Opera model is designed with four implementation modes of Model register, Model Find, Model Start and Model Apply, two modes of distributed registration and integrated registration are provided in the model registration scheme, the distributed registration refers to that the existing model service is directly registered, and the integrated registration needs to deploy the model to a shared platform for model registration. In order to meet the requirement of model registration, parameters in the ModelRegister comprise a register type determination registration type, a model Source model source, model Config model configuration information, model metadata information, model description information and server Config model service registration environment configuration information. The model lookup interface ModelFind provides model description information parameters, a user can query a model meeting analysis requirements according to requirements through the interface, and the interface returns model metadata information and list information of model description. The Modlstart interface is used for starting a model (chain), and a user needs to provide a model (chain) model ID parameter and a controlType control type parameter under the interface so as to realize the control of the model in the service platform. The ModelAply interface is a data application interface after the model processing is completed, and through the interface, a user can obtain the result data of each processing stage of the model for checking, reprocessing and client analysis rendering simulation analysis. The parameters include that an OutputModelID user obtains result data generated by models at each stage in a model chain, whether a result parameter applies final space-time object dynamic characteristic description scheme data or not and a client parameter specifies client information needing analyzing, rendering and executing simulation prediction.
Compared with the prior art, the invention has the beneficial effects that:
the invention provides a space-time data model technical scheme based on 3DPS, designs a dynamic feature description scheme facing to geographic space-time objects, can accurately describe the dynamic change condition of the geographic objects in geographic scenes, aiming at the problems of large data volume, network transmission and dynamic rendering of a browser end in the scheme, a data sub-packaging and streaming transmission mechanism is designed, the problem that the too large network transmission of the description scheme is limited by the pressure of analysis rendering of a client is effectively solved, a space-time data model interaction strategy is constructed, the method can meet the interaction strategy of the user and the Model service under various conditions, and according to the strategy, a Model service interface under a Model extension module is designed on the basis of 3DPS (data processing system) for research, and aims to serve Model registration, Model discovery and Model access.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a spatiotemporal data model architecture diagram in accordance with the present invention;
FIG. 2 is a graphical depiction of the spatiotemporal dynamics of geographic objects in accordance with the present invention;
FIG. 3 is a diagram of an unpacking scheme for a spatiotemporal data description document according to the present invention;
FIG. 4 is a diagram of a complex interaction strategy diagram of the present invention;
FIG. 5 is a second schematic diagram of the present invention;
FIG. 6 is a diagram of a model collaboration strategy in accordance with 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.
Referring to fig. 1-6, the present invention provides a technical solution of a 3 DPS-based spatio-temporal data model: the Model comprises a Data frame and a Model frame, a description scheme is designed on a Data layer facing to the space-time dynamic characteristics of the geographic object, a description rule of a dynamic scene is constructed to accurately describe the dynamic change of the geographic object, the volume of a description document is gradually increased along with the time and the complexity of the change situation, a stream transmission mechanism is designed and constructed for the description document sub-package, the problems of network transmission limitation, client analysis rendering pressure and the like caused by excessive Data volume can be effectively solved, a simple interaction strategy, a complex interaction strategy and a cooperation interaction strategy are designed on the Model layer, in order to meet the practical application of the interaction strategy, a Model module is expanded and added on the basis of an OGC 3DPS standard, 2 methods are designed, and 6 implementation modes are designed to meet the interaction requirements of users and Model services; the attributes of the spatio-temporal dynamic feature design description scheme include document attributes and geographic object attributes.
The document attributes are divided into necessary attributes and optional attributes, and the necessary attributes comprise: id is used for declaring the unique code of the document, type is used for describing the current document type, the value is document, parent and previous records the parent document and the front document of the current document, and version number version; optional attributes assist in recording document information, including: the document name, the author, the creation time, the modified version, the model information and the basic description can completely describe the complete content of the current geographic object space-time dynamic feature description document by defining the document attributes, and lay a foundation for the geographic object space-time dynamic description.
The attributes of the geographic objects are divided into standard attributes and extended attributes, and the standard attributes are divided into four types, namely basic attributes, geographic attributes, data attributes and geometric attributes. In the space-time data model service sharing description scheme, the description of the geographic object attributes directly influences the application effect of the space-time data model and the dynamic expression of the space-time characteristics of the geographic object.
The basic attributes are necessary attributes and are used for accurately describing basic information and other information of the current geographic object, and the other information comprises id, parent, previous, version and description.
The geographic attributes are core attributes of the geographic object, and include geographic sub-attributes, the geographic attributes include an attribute position, a direction orientation, a coordinate system and a camera view angle camera of the geographic object, and the sub-attributes include a positioning dependent attribute, a positioning independent attribute, a heading, a pitch and a roll. The location-dependent attribute is a single-point location, that is, the location of a certain entity is determined by a single coordinate, and the geographic entity using the location-dependent attribute is usually a point, a character, a model, or the like. Entities that use location independent attributes are typically lines, planes, etc. The coordinateSystem is used for accurately describing data coordinate system information, and the attribute is processed through a model function, so that data of different coordinate systems can be uniformly expressed. A camera view camera for determining a camera orientation.
The data attribute is used for describing a data source and self attribute information: address url, type, parameter, time clock, and description. The relevance among all the attributes in the data attributes is strong, namely the modification of the current attribute often influences the change of other attributes, so that the scheme adds a restriction relation to all the data attributes, namely after a certain attribute value changes along with the time, other restricted relation attributes also change along with the change of the attribute value. The data attribute is a core attribute of the geographic object space-time dynamic feature description scheme supporting the multi-source heterogeneous data, and the dynamic expression of the multi-source heterogeneous data in the geographic scene is realized through the integrity design of the attribute.
Wherein the geometric attributes are used to control or set the geometric appearance and graphical style of the geographic objects, such as visibility, color, material, borders. The geometric attributes are 15 categories in total, each attribute comprises sub-attributes, and some sub-attributes are basic sub-attributes including position, material, border, color and the like. Still others are used to control how smooth the geometry is to extend the child property, granularity, resolution.
The extended attribute of the geographic object is used for expressing a more complex geometric model and extending high-level functions of a description scheme, and can be defined in a customized manner according to the application needs of a user. When defining the extended attribute, the user-defined prefix is required to be identified before the extended attribute so as to avoid the conflict with the document attribute and the geographic object standard attribute.
Wherein, the document sub-package design and the stream transmission mechanism are designed for unpacking the space-time data description document, the stream transmission is carried out by combining SSE, each time a client receives a packet, an event is triggered, a large amount of space-time data description documents are processed in a stream mode, the significance is that when a large amount of space-time data is processed, the client can progressively acquire, transmit and process data with changed space-time dynamic characteristics of the geographic object, the visualization effect of real-time data is improved, when the space-time data describes the dynamic change of the geographic object, the change of single or complex attributes of the same object or the change of single or complex attributes among a plurality of objects can occur, aiming at the complexity of the situation, the research proposes to adopt the geographic object id to realize the association between the packages, i.e. each package comprises one or more attributes of the geographical object id, other attributes that need to be changed can be stored in the same package or between different packages. Therefore, in some cases, dynamic changes of a certain geographic entity can be described by multiple packets. How to control the data volume of each packet in the subpackaging process to adapt to the efficient visualization of the client is one of the key problems in the subpackaging process. The change attributes of the geographic entities all define render attributes, the attributes indicate the complexity of the current geographic object attribute change rendering, the higher the coefficient is, the greater the requirement on the required client visual rendering capability is represented, and therefore, the data volume of each packet needs to be reduced during sub-packaging so as to balance the rendering pressure of the client. For geospatial objects which dynamically change with time, the attributes such as spatial positions and the like of the objects change with the lapse of time, and the description documents of the spatiotemporal data are increased. The excessive data volume can cause the network transmission to be limited and the client to be difficult to analyze, and can affect the real-time or near real-time dynamic expression.
The model integration is an important component shared by the spatio-temporal data model, and can greatly play the role of the model and improve the geographical analysis capability. The internal structure of the model is usually quite complex, while the external interface provided by the package after deployment is relatively simple. The simple interaction strategy is that a user independently interacts with a single model, the user submits model data through a model interaction interface with a simple model, the model is operated to calculate and return results, and no other user or model except the model participates in the whole process of calling the model; the complex interaction strategy takes data as a center, takes a data state as a response mechanism, accurately manages the running state of the data in a model chain, aims at different complex geographic requirements, a user customizes and combines different models into the model chain which is suitable for or meets the geographic analysis requirement to the maximum extent at a service end, the user needs to input the data required by the models after the model chain is started, the data can select whether to send the completion state to a client after completing the processing analysis at one stage, if the completion state is sent to the client, the subsequent processing of the model chain is continued after the client checks or processes, the processing of the data at each stage in the models is completed in sequence according to the mode, the result data is finally output to the client, if the completion state is not sent to the client, the user is required to clearly define the input and output limits among the models when customizing the model chain, so that the model chain automatically completes the whole processing flow, and finally, outputting the data, namely, outputting the data as a complex interaction strategy structure diagram as shown in fig. 4 and 5, wherein the data1 can be fed back to the client after entering the model1 to complete data processing, and after the data1 is checked or processed again by the client, the data2 is input as input data of the model2 and is executed again by the model2 until the execution of the model chain is completed. If the data is not returned to the client, the relation among the models needs to be clarified, and the completion event of the model1 sequentially executes the starting events activating the model2 downwards until the execution of the model chain is completed and the data is output to the client. The calculation running time of the model chain is relatively long, the processing process is relatively complex, and based on the research, a model chain transaction mechanism is designed, namely, when a single model is completed, the processing result is subjected to persistence operation, when the next model is executed to be abnormal, the model chain performs transaction rollback processing, obtains the persisted data again, and runs again until all the model chain is completed. The interaction strategy can accurately describe, monitor and control the execution state of the complex spatio-temporal data model so as to expand the processing and analyzing capability of the spatio-temporal data model and improve the complex geographic simulation analysis prediction capability; the collaborative interaction strategy can perform various operations of data input, model control, data verification and data processing according to a model collaborative interaction strategy interface, and a spatio-temporal data model service sharing application process is completed by the application model collaborative strategy as shown in fig. 6. Firstly, a user 1 submits data to a server to start model processing, other users are informed to perform data and model operation after the data is processed by a model1, and a user 2 submits the data or the model operation to a model chain through a model interaction interface again, and finally output result data are sequentially executed to perform geographical simulation analysis. Through the interaction strategy, multiple users can share the same model chain to realize the cooperative processing of the time-space data of the server.
The interactive interface of the space-time data Model comprises an OGC 3DPS standard module and a Model extension module, wherein the OGC 3DPS standard module comprises a Core module Core and three extension modules, namely scene, view and info, the Model extension module provides two methods for realizing the interaction of the space-time data Model, and is respectively a SetModel and an Opera Model, SetData and SetModel group are designed in the SetModel, SetData operation is Model data input operation, the interface comprises the following parameters of dataSource, dataType, Model ID, Model config and packageConfig, SetModel group is an operation interface provided for multi-Model integration, and registered models can form a Model chain according to the configuration rules of input and output of the models through the interface to solve the problem of complex geographic analysis, wherein the parameters comprise Model, Model config, name and descriptor; the Opera model is designed with four implementation modes of Model register, Model Find, Model Start and Model Apply, two modes of distributed registration and integrated registration are provided in the model registration scheme, the distributed registration refers to that the existing model service is directly registered, and the integrated registration needs to deploy the model to a shared platform for model registration. In order to meet the requirement of model registration, parameters in the ModelRegister comprise a register type determination registration type, a model Source model source, model Config model configuration information, model metadata information, model description information and server Config model service registration environment configuration information. The model lookup interface ModelFind provides model description information parameters, a user can query a model meeting analysis requirements according to requirements through the interface, and the interface returns model metadata information and list information of model description. The Modlstart interface is used for starting a model (chain), and a user needs to provide a model (chain) model ID parameter and a controlType control type parameter under the interface so as to realize the control of the model in the service platform. The ModelAply interface is a data application interface after the model processing is completed, and through the interface, a user can obtain the result data of each processing stage of the model for checking, reprocessing and client analysis rendering simulation analysis. The parameters include that an OutputModelID user obtains result data generated by models at each stage in a model chain, whether a result parameter applies final space-time object dynamic characteristic description scheme data or not and a client parameter specifies client information needing analyzing, rendering and executing simulation prediction.
In the description herein, references to the description of "one embodiment," "an example," "a specific example" or the like are intended to mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
The preferred embodiments of the invention disclosed above are intended to be illustrative only. The preferred embodiments are not intended to be exhaustive or to limit the invention to the precise embodiments disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the invention and the practical application, to thereby enable others skilled in the art to best utilize the invention. The invention is limited only by the claims and their full scope and equivalents.
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