CN113626066A - Method and system applied to industrial simulation platform - Google Patents
Method and system applied to industrial simulation platform Download PDFInfo
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- CN113626066A CN113626066A CN202110994444.1A CN202110994444A CN113626066A CN 113626066 A CN113626066 A CN 113626066A CN 202110994444 A CN202110994444 A CN 202110994444A CN 113626066 A CN113626066 A CN 113626066A
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- 238000000034 method Methods 0.000 title claims abstract description 26
- 238000011161 development Methods 0.000 claims abstract description 93
- 238000005457 optimization Methods 0.000 claims description 21
- 238000012360 testing method Methods 0.000 claims description 14
- 238000012545 processing Methods 0.000 claims description 12
- 238000013461 design Methods 0.000 claims description 10
- 238000009877 rendering Methods 0.000 claims description 9
- 238000012805 post-processing Methods 0.000 claims description 4
- 238000012986 modification Methods 0.000 claims description 3
- 230000004048 modification Effects 0.000 claims description 3
- 230000000007 visual effect Effects 0.000 claims description 3
- 238000004364 calculation method Methods 0.000 description 4
- 238000004422 calculation algorithm Methods 0.000 description 2
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Abstract
The invention provides a method applied to an industrial simulation platform, which comprises a common user, a development user and a system; the common user: a login platform searches for target simulation software; if the target simulation software is found, trial or subscription can be selected, and subscription can also be selected after trial; if the target simulation software is not found, the development requirement of the simulation software can be submitted to the transaction system; a development user: receiving a simulation software development requirement through a trading system; according to the development requirement of the simulation software, a development environment, a model and a solver plug-in are selected through a platform to develop the simulation software; after the simulation software is developed, uploading the simulation software to a platform; the system comprises the following steps: when the common user tries the target simulation software or uses the target simulation software after subscription, the common user allocates the computing resources for the simulation software to run. By the invention, a user can directly run simulation software on the platform; meanwhile, simulation software development requirements can be provided according to requirements, development users respond to the requirements for development, and simulation requirements in the subdivision field are met.
Description
Technical Field
The invention relates to the technical field of computers, in particular to a method and a system applied to an industrial simulation platform.
Background
In the 4.0 th era of industry, simulation occupies a core position, and the core elements of the simulation are industrial simulation software and ultra-strong computational power. At present, most industrial simulation operations are in a single machine mode, and a user carries out simulation operations on a machine or a workstation. For enterprises, the single machine mode has several problems, firstly, the cost of software and hardware is high, expensive commercial simulation software authorization and a large number of machines or workstations need to be purchased, and the operation and maintenance costs of scattered machines or workstations are also high; secondly, for the simulation requirements of increasing scale and complexity, single machine resources cannot be dispatched and used in a centralized manner, effective computational support cannot be provided for large-scale parallel simulation, and the resource utilization efficiency is low. The cloud mode can realize centralized management and scheduling of software and hardware resources, and an industrial simulation cloud platform is gradually raised.
Most industrial simulation cloud platforms continue the cloud computing thinking of the internet, and only simply carry out centralized scheduling on software and hardware resources, and do not really solve the actual requirements of industrial simulation. The current industrial simulation cloud platform only provides a simulation solving function, a user needs to upload a simulation model for calculation solving, a download result is post-processed on a personal computer after calculation is completed, the process may need to be repeated for many times, the whole simulation flow operation is cut off, and the working efficiency of the user is seriously reduced. And the simulation solving process can not monitor the simulation state in real time, and can not terminate and adjust the simulation model in time, thus causing a large amount of invalid calculations.
In addition, at present, industrial simulation software integrated by an industrial simulation cloud platform is basically some commercial universal simulation software with few varieties. The industrial fields are various, the industrial simulation requirements are different, the general commercial simulation software can only meet the simulation requirements of partial industries or fields, the applicability to the subdivided fields is not very high, and the simulation requirements of a large number of subdivided fields are ignored. In addition, the universal simulation software has higher requirements on the capability and experience of users, but most of small and medium-sized enterprises in China have no simulation capability, so that the commercial simulation software cannot be used for product design and development.
Disclosure of Invention
The method and the system applied to the industrial simulation platform provided by the invention are used for solving the defects in the prior art and realizing the convenient and quick use of simulation software with low cost.
In order to solve the technical problems, the technical scheme adopted by the invention is as follows:
the invention provides a method applied to an industrial simulation platform, which comprises a common user, a development user and a system;
the common user:
a login platform searches for target simulation software;
if the target simulation software is found, applying for trial, and after the trial is finished, selecting subscription;
if the target simulation software is not found, the development requirement of the simulation software can be submitted to the transaction system;
a development user:
receiving a simulation software development requirement through a trading system;
according to the development requirement of the simulation software, a development environment, a model and a solver plug-in are selected through a platform to develop the simulation software;
after the simulation software is developed, uploading the simulation software to a platform;
the system comprises the following steps:
when the common user tries the target simulation software or uses the target simulation software after subscription, the common user allocates the computing resources for the simulation software to run.
The method applied to the industrial simulation platform provided by the invention preferably further comprises the following steps of after the simulation software is developed and uploaded to the platform:
the common user:
the user can test the developed simulation software and feed back test suggestions;
a development user:
receiving a test suggestion fed back by a user, and modifying the developed simulation software;
and after the modification is finished, uploading the simulation software to a platform for testing or subscribing by a common user.
The method applied to the industrial simulation platform provided by the invention preferably further comprises the following steps:
platform:
after the user subscribes the simulation software, the transaction system settles the account between the common user and the development user.
The method applied to the industrial simulation platform preferably further comprises a second development user;
the second development user:
and after the second development user develops the model and the solver plug-in, uploading the model and the solver plug-in to a platform for the development user to select and use.
The invention provides a system applied to an industrial simulation platform, which preferably comprises: the system comprises a resource layer, an integrated development environment layer, an application layer and a model layer;
the resource layer is used for providing computing resources for the operation of simulation software;
the integrated development environment layer is used for providing middleware such as an operation framework, a front-back processing component, a design optimization component and the like for the development of simulation software;
the application layer is used for providing executable simulation software for a common user and providing a model plug-in and a solver plug-in for developing the simulation software for a development user;
the model layer is used for providing factors such as a geometric model, a physical problem, a solver, a model boundary type and boundary constraint which are necessary for simulation model development and integrated simulation software operation.
According to the system applied to the industrial simulation platform, preferably, the resource layer comprises an HPC computing cluster, a GPU rendering cluster and a virtual workstation cluster; the HPC computing cluster is used for providing computing resources for simulating software operation; the GPU rendering cluster is used for rendering of large-scale grids and post-processing; the virtual workstation cluster is used for providing virtual workstations for general users and development users.
In the system applied to the industrial simulation platform, preferably, the integrated development environment layer comprises a simulation operation framework, a front-back processing component and a design optimization component; the simulation operation frame is used for providing an unstructured grid computing frame and a structured grid self-adaptive frame; the front-back processing component is used for providing visual front-back processing function; the design optimization component is used for providing an optimization method and an optimization model for parameter optimization and topology optimization.
The invention has the following advantages:
according to the system applied to the industrial simulation platform, a user can directly run simulation software on the platform to perform simulation operation; meanwhile, simulation software development requirements can be provided according to self requirements, development users respond to the requirements for development, the simulation requirements of the subdivision field are fully met, and the simulation software is used conveniently, quickly and low in cost.
Drawings
The invention and its features, aspects and advantages will become more apparent from reading the following detailed description of non-limiting embodiments with reference to the accompanying drawings. Like reference symbols in the various drawings indicate like elements. The drawings are not necessarily to scale, emphasis instead being placed upon illustrating the principles of the invention.
Fig. 1 is a schematic flowchart of a method applied to an industrial simulation platform according to embodiment 1 of the present invention;
FIG. 2 is an architecture diagram of a system applied to an industrial simulation platform according to embodiment 1 of the present invention;
fig. 3 is a system deployment diagram applied to an industrial simulation platform according to embodiment 1 of the present invention.
Detailed Description
It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict. It is noted that the terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of example embodiments according to the present application.
Example 1:
as shown in fig. 1, a method applied to an industrial simulation platform provided in embodiment 1 of the present invention includes a general user, a development user, and a system;
the common user:
s101: a login platform searches for target simulation software;
s102: if the target simulation software is found, trial or subscription can be selected, and subscription can also be selected after trial;
s103: if the target simulation software is not found, the development requirement of the simulation software can be submitted to the transaction system;
a development user:
s201: receiving a simulation software development requirement through a trading system;
s202: according to the development requirement of the simulation software, a development environment, a model and a solver plug-in are selected through a platform to develop the simulation software;
s203: after the simulation software is developed, uploading the simulation software to a platform;
the system comprises the following steps:
s301: when the common user tries the target simulation software or uses the target simulation software after subscription, the common user allocates the computing resources for the simulation software to run.
The industrial simulation platform is a bilateral business mode, one end of the industrial simulation platform is a common user using simulation software, and the other end of the industrial simulation platform is a development user of the simulation application software. The protection object of the present application is known to be a method (i.e., a program) based on the industrial simulation platform implemented by the method applied to the industrial simulation platform provided by this embodiment (see the above labeled yellow point)), a user logs in the platform through a login interface, a common user enters a terminal interface according to the attribute of a user account, and a development user can choose to enter a development interface; after entering a terminal interface, a common user searches for target software through an application market of a platform, and can select trial use or subscription after the target software is searched, and also can select subscription after the trial use is finished; after trying out or subscribing the target software, the platform provides computing resources, and the target software is operated on the platform for simulation use by a common user; after subscription, the charging system of the platform deducts the fee according to the actual use condition.
If the common user does not find the proper software, the development requirement of the simulation software can be submitted to the trading system and issued by the platform trading system, and the development user can accept the development requirement of the simulation software; according to the development requirement of the simulation software, a development environment, a model and a solver plug-in are selected through a platform to develop the simulation software; and after the development is finished, the development user uploads the simulation software to the platform.
In the method applied to the industrial simulation platform provided in this embodiment 1, a user can directly run simulation software on the platform to perform simulation operation; meanwhile, simulation software development requirements can be provided according to self requirements, development users respond to the requirements for development, the simulation requirements of the subdivision field are fully met, and the simulation software is used conveniently, quickly and low in cost.
In order to ensure that the simulation software developed by the development user meets the requirements of the ordinary user, the present embodiment preferably further includes, after the step "upload the simulation software to the platform after the simulation software development is completed":
the common user:
s104: the user can test the developed simulation software and feed back test suggestions;
a development user:
s204: receiving a test suggestion fed back by a user, and modifying the developed simulation software;
s205: and after the modification is finished, uploading the simulation software to a platform for testing or subscribing by a common user.
And feeding back the test opinions to the development user by the common user, carrying out iterative development by the development user according to the test opinions fed back by the common user, and modifying for multiple times to obtain simulation software completely meeting the requirements of the common user for subscription and use by the common user.
After the development is completed, the common user subscribes to the simulation software developed by the development user, and the development user obtains a reward according to the development requirement, so that the embodiment further comprises the following steps:
the system comprises the following steps:
after the common user subscribes the developed simulation software, the transaction system settles the common user and the development user according to the development requirement of the simulation software of the common user.
In addition, an algorithm and solver model researcher (aiming at the former, because the algorithm and solver model researcher have requirements, a second development user is provided), can develop the model and solver plug-in according to the platform plug-in development description, and submits the model and solver plug-in to a platform application market for the development user to use. Therefore, in this embodiment, a second development user is also included;
the second development user:
and after the second development user develops the model and the solver plug-in, uploading the model and the solver plug-in to a platform for the development user to select and use.
As shown in fig. 2, a system for running a method applied to an industrial simulation platform according to an embodiment of the present invention includes: the system comprises a resource layer, an integrated development environment layer, an application layer and a model layer; the resource layer is used for providing computing resources for simulating software operation; the integrated development environment layer provides middleware such as an operation framework, a front-back processing component, a design optimization component and the like for the development of simulation software; the application layer is used for providing executable simulation software for common users and providing physical model plug-ins and solver plug-ins for development users; the model layer is used for providing factors such as a geometric model, a physical problem, a solver, a model boundary type and boundary constraint and the like necessary for the development of the simulation model and the operation of integrated simulation software.
The resource layer comprises an HPC computing cluster, a GPU rendering cluster and a virtual workstation cluster; the HPC computing cluster is used for providing computing resources for running simulation software; the GPU rendering cluster is used for rendering of large-scale grids and post-processing; the virtual workstation cluster is used for providing virtual workstations for general users and development users.
The integrated development environment layer comprises a simulation operation framework, a front-back processing component and a design optimization component; the simulation operation frame is used for providing an unstructured grid computing frame and a structured grid self-adaptive frame; the front-back processing component is used for providing visual front-back processing function; and the design optimization component is used for providing an optimization method and an optimization model for parameter optimization and topology optimization.
As shown in fig. 3, (a UserClient in fig. 3 represents a platform client, a user login portal, a UserServer represents a platform server, a flieclent represents a shared file system client, a flierserver represents a shared file system server, a VDIServer represents a remote desktop service, a TaskClient represents a job scheduling system client, and a TaskServer represents a job scheduling system server) the system for operating the method applied to the industrial simulation platform provided by the embodiment of the present invention mainly includes 5 parts when deployed: the system comprises a user login inlet of a PC (personal computer) end, a virtual workstation cluster, an HPC (high performance computing) cluster, a GPU (graphics processing unit) cluster and a file system. The virtual workstation cluster, the HPC cluster, the GPU cluster and the file system are all connected through a local area network, and a PC end user logs in and accesses through the Internet.
And the user login entrance is used for being used by a common user, a development user and a second development user. The method can provide access of a client, a web end and a mobile end in multiple modes, after a user logs in, a virtual workstation cluster opens a corresponding virtual workstation according to a user account configuration file, and a remote desktop function is provided based on the VDI.
The user virtual workstations are divided into different specifications, and are selectively purchased according to the service requirements of the user during registration. The virtual workstation function is basically consistent with the function of the personal workstation, and the system has a graphical desktop environment. Through the workstation, a user can upload and download files, use platform application software, install personal software, develop and run self-research codes and the like, so that the user can try out and use simulation software for a common user, and the user can develop a task for a development user and a second development user.
Each user is allocated a certain storage space by the shared file system to store user data, and the size of the space can be expanded according to the user requirements. The platform supports a software usage mode of a GUI mode, graphics rendering work can be submitted to a GPU cluster, and large-scale simulation computing work can be submitted to an HPC cluster. And the HPC cluster and the GUP cluster are distributed by the job scheduling system to realize load balance. The user may also run some small scale simulation calculation work on the workstation.
The above description is only for the preferred embodiment of the present invention and is not intended to limit the scope of the present invention, and all equivalent structural changes made by using the contents of the present specification and the drawings, or any other related technical fields, are included in the scope of the present invention.
Claims (7)
1. A method applied to an industrial simulation platform is characterized by comprising a common user, a development user and a system;
the common user:
a login platform searches for target simulation software;
if the target simulation software is found, trial or subscription can be selected, and subscription can also be selected after trial;
if the target simulation software is not found, the development requirement of the simulation software can be submitted to the transaction system;
a development user:
receiving a simulation software development requirement through a trading system;
according to the development requirement of the simulation software, a development environment, a model and a solver plug-in are selected through a platform to develop the simulation software;
after the simulation software is developed, uploading the simulation software to a platform;
the system comprises the following steps:
when the common user tries the target simulation software or uses the target simulation software after subscription, the common user allocates the computing resources for the simulation software to run.
2. The method applied to the industrial simulation platform according to claim 1, wherein the step of after the simulation software is developed and uploaded to the platform further comprises:
the common user:
the user can test the developed simulation software and feed back test suggestions;
a development user:
receiving a test suggestion fed back by a user, and modifying the developed simulation software;
and after the modification is finished, uploading the simulation software to a platform for testing or subscribing by a common user.
3. The method applied to the industrial simulation platform of claim 2, further comprising:
the system comprises the following steps:
after the common user subscribes the developed simulation software, the transaction system settles the common user and the development user according to the development requirement of the simulation software of the common user.
4. The method applied to the industrial simulation platform of claim 1, further comprising a second development user;
the second development user:
and after the second development user develops the model and the solver plug-in, uploading the model and the solver plug-in to a platform for the development user to select and use.
5. A system for application to an industrial simulation platform, comprising: the system comprises a resource layer, an integrated development environment layer, an application layer and a model layer;
the resource layer is used for providing computing resources for the operation of simulation software;
the integrated development environment layer is used for providing middleware such as an operation framework, a front-back processing component, a design optimization component and the like for the development of simulation software;
the application layer is used for providing executable simulation software for a common user and providing a model plug-in and a solver plug-in for developing the simulation software for a development user;
the model layer is used for providing factors such as a geometric model, a physical problem, a solver, a model boundary type and boundary constraint which are necessary for simulation model development and integrated simulation software operation.
6. The system applied to the industrial simulation platform of claim 5, wherein the resource layer comprises an HPC compute cluster, a GPU render cluster, and a virtual workstation cluster; the HPC computing cluster is used for providing computing resources for simulating software operation; the GPU rendering cluster is used for rendering of large-scale grids and post-processing; the virtual workstation cluster is used for providing virtual workstations for general users and development users.
7. The system applied to the industrial simulation platform of claim 5, wherein the integrated development environment layer comprises a simulation computation framework, a pre-post processing component, and a design optimization component; the simulation operation frame is used for providing an unstructured grid computing frame and a structured grid self-adaptive frame; the front-back processing component is used for providing visual front-back processing function; the design optimization component is used for providing an optimization method and an optimization model for parameter optimization and topology optimization.
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