CN111738676A - Flexible production line operation method and system - Google Patents
Flexible production line operation method and system Download PDFInfo
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Abstract
The invention discloses a flexible production line operation method and a system, wherein the system comprises the following steps: the man-machine interaction module is used for acquiring a production request of a user; the information extraction module is used for acquiring the image data of the target object according to the production request and extracting the attribute information and the material parameter information of the target object from the production request; the information analysis module is used for analyzing the main body connection information of the target object according to the image data and the attribute information; and the scheme generation module is used for acquiring the material and the connection scheme corresponding to the target object from a preset standard library according to the material parameter information and the main body connection information. By implementing the invention, the influence caused by manual operation can be avoided to the greatest extent, a production transformation scheme suitable for user requirements can be generated quickly, conveniently and efficiently for a user to select, the problems of low production efficiency and low quality caused by manual participation in the existing production flow can be solved, and better use experience can be brought to the user.
Description
Technical Field
The invention relates to the technical field of production and manufacturing, in particular to a flexible production line operation method and system.
Background
With the increasing development of mechanical manufacturing technology, various industries increasingly apply the mechanical manufacturing technology to improve the productivity of enterprises and optimize production processes. However, many current machine manufacturing technologies still require a lot of manual involvement, such as control of mechanical equipment, product quality control, planning and designing of production processes, and so on, without involvement of corresponding staff. And excessive human participation tends to cause the problems of misoperation, low precision, poor product quality control and the like more easily, thereby influencing the production efficiency and quality of the whole product production line.
Disclosure of Invention
In view of this, the embodiment of the invention provides a flexible production line operation method and system, so as to solve the problems of low production efficiency and low quality caused by human participation in the existing production flow.
According to a first aspect, an embodiment of the present invention provides a flexible production line operation system, including: the man-machine interaction module is used for acquiring a production request of a user; the information extraction module is used for acquiring the image data of the target object according to the production request and extracting the attribute information and the material parameter information of the target object from the production request; the information analysis module is used for analyzing the main body connection information of the target object according to the image data and the attribute information; and the scheme generation module is used for acquiring the material and the connection scheme corresponding to the target object from a preset standard library according to the material parameter information and the main body connection information.
With reference to the first aspect, in a first implementation manner of the first aspect, the flexible production line operation system further includes: a standard library building block comprising: the main body data acquisition submodule is used for acquiring main body structure data and main body material data of different types of target objects; the main body material data acquisition submodule is used for acquiring main body connection data of each target object; and the standard library construction submodule is used for constructing the standard library according to the main body structure data, the main body material data and the main body connection data.
With reference to the first embodiment of the first aspect, in a second embodiment of the first aspect, the flexible production line operating system further includes: and the information feedback module is used for acquiring feedback information of the user on the material and the connection scheme.
With reference to the second implementation manner of the first aspect, in a third implementation manner of the first aspect, the standard library building module further includes: and the standard library updating submodule is used for adjusting the materials and the connection scheme in the standard library according to the feedback information.
With reference to the first aspect, in a fourth embodiment of the first aspect, the flexible production line operating system further includes: and the information preprocessing module is used for converting the unstructured data in the attribute information and the material parameter information into structured data.
According to a second aspect, an embodiment of the present invention provides a flexible production line operation method, including: acquiring a production request of a user; acquiring image data of a target object according to the production request, and extracting attribute information and material parameter information of the target object from the production request; analyzing the main body connection information of the target object according to the image data and the attribute information; and acquiring the material and the connection scheme corresponding to the target object from a preset standard library according to the material parameter information and the main body connection information.
With reference to the second aspect, in a first embodiment of the second aspect, the flexible production line operation method further includes: acquiring main structure data and main material data of different types of target objects; acquiring main body connection data of each target object; and constructing the standard library according to the main body structure data, the main body material data and the main body connection data.
With reference to the first embodiment of the second aspect, in the second embodiment of the second aspect, the flexible production line operation method further includes: and acquiring feedback information of the user on the material and the connection scheme.
With reference to the second aspect, in a third embodiment of the second aspect, the flexible production line operation method further includes: and adjusting the materials and the connection scheme in the standard library according to the feedback information.
With reference to the second aspect, in a fourth embodiment of the second aspect, the flexible production line operation method further includes: and converting unstructured data in the attribute information and the material parameter information into structured data.
According to a third aspect, an embodiment of the present invention provides a computer device/mobile terminal/server, including: a memory and a processor, wherein the memory and the processor are communicatively connected to each other, the memory stores computer instructions, and the processor executes the computer instructions to execute the flexible production line operation method according to the second aspect or any one of the embodiments of the second aspect.
According to a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium storing computer instructions for causing a computer to execute the flexible production line work method according to the second aspect or any one of the embodiments of the second aspect.
The flexible production line operation method and the flexible production line operation system can be used in the vertical direction of various industrial fields including but not limited to various fields of automobiles, aviation, aerospace, ships, heavy machinery, manufacturing equipment and the like. The flexible production line operation system can automatically complete the whole process without the intervention of other workers to the maximum extent, thereby avoiding the influence caused by manual operation, being capable of quickly, conveniently and efficiently generating a production transformation scheme suitable for user requirements for selection of users, not only solving the problems of low production efficiency and low quality caused by manual participation in the existing production flow, but also bringing better use experience for the users.
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The features and advantages of the present invention will be more clearly understood by reference to the accompanying drawings, which are illustrative and not to be construed as limiting the invention in any way, and in which:
FIG. 1 is a schematic diagram of a flexible production line operating system according to an embodiment of the present invention;
FIG. 2 is a schematic diagram of a flexible production line operating system according to another embodiment of the present invention;
FIG. 3 is a schematic diagram of a flexible production line operating system according to another embodiment of the present invention;
FIG. 4 is a flow diagram illustrating a method of operation of a flexible production line in accordance with an embodiment of the present invention;
fig. 5 shows a hardware configuration diagram of a computer device according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, 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 some, but not all, embodiments of the present invention. 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.
In order to solve the problem caused by excessive human participation in the existing machine manufacturing industry, the embodiment of the invention provides a flexible production line operating system, aiming at realizing a semi-automatic production line with the human participation as less as possible, even realizing a full-automatic production line, of a corresponding production line. In practical application, the flexible production line operation system can be applied to various manufacturing industry fields, including but not limited to automobile, aviation, aerospace, ships, heavy machinery, manufacturing equipment and other fields.
As shown in fig. 1, the flexible production line operating system according to the embodiment of the present invention includes: the system comprises a human-computer interaction module 10, an information extraction module 20, an information analysis module 30, a scheme generation module 40 and the like.
The human-computer interaction module 10 is used for acquiring a production request of a user; in the embodiment of the present invention, the production request refers to one or more of various production and manufacturing operations such as production, upgrade, modification, repair, etc. that a user wishes to perform on a certain product. Therefore, the production request usually includes attribute information, material parameter information, and the like of the product concerned to assist the corresponding production operation. In the embodiment of the present invention, the human-computer interaction module 10 may be a device for performing human-computer interaction, such as a terminal device, a computer device, and the like, and a user inputs the production request by operating the corresponding device. Also, in the actual information combining and analyzing process, the interaction process implemented by the human-computer interaction module 10 may involve various situations such as human-human interaction, human-device interaction, and device-device interaction, which is combined with business processes and ranking based on analysis methods such as statistical and machine learning methods.
The information extraction module 20 is configured to obtain image data of a target object according to a production request, and extract attribute information and material parameter information of the target object from the production request. In the embodiment of the invention, after the flexible production line operation system acquires the production request input by the user, the operation is started according to the production request, the image data of the target object in the designated area can be acquired through the arranged camera equipment, and the image data corresponding to the target object can also be inquired through internet and other networking means according to the information input by the user; and, attribute information, material parameter information, etc. about the target object are extracted from the production request input by the user. The attribute information refers to the size, structural features, shape features, and the like of the target object, and the material parameter information refers to the specific model, type, and the like of the manufacturing material of the target object.
Alternatively, in some embodiments of the present invention, the target object described herein refers to corresponding equipment in various fields of automobiles, aviation, aerospace, ships, heavy machinery, manufacturing equipment, and the like, and the present invention is not limited thereto.
The information analysis module 30 is configured to analyze the subject connection information of the target object according to the image data and the attribute information. In the embodiment of the present invention, after the image data, the attribute information, and the material parameter information of the target object are acquired, the information analysis module 30 may analyze the image data, the attribute information, and the material parameter information of the target object, so as to acquire the main body connection information of the target object. In an alternative embodiment of the present invention, the body connection information may refer to information such as connection relationships and connection modes between body architectures that constitute the target object. For example, in the field of automobile manufacturing, if the target object is an automobile, the body connection information may refer to the connection relationship and connection mode between the parts in the main body (frame) of the automobile.
The scheme generating module 40 is configured to obtain a material and a connection scheme corresponding to the target object from a preset standard library according to the material parameter information and the main body connection information. The plan generating module 40 obtains the available material and the plan information of the available connection mode corresponding to the target object from the preset standard library based on the material parameter information of the target object and the main body connection information analyzed by the information analyzing module 30, so as to generate one or more alternative production transformation plans for the user, and mark corresponding information for the user to select. In the embodiment of the present invention, the preset standard library may store corresponding production transformation schemes for target objects of different types, models, and brands, so that the scheme generating module 40 can query the corresponding production transformation schemes, and a construction process of the standard library will be described in detail below.
According to the flexible production line operation system provided by the embodiment of the invention, the operation is performed once from the user side, the corresponding production request is input, the flexible production line operation system can perform the processes of information extraction, information analysis and the like according to the production request, and the whole process can be automatically completed without the intervention of other workers, so that the influence caused by manual operation is avoided to the maximum extent, a production transformation scheme suitable for the user requirement can be quickly, conveniently and efficiently generated for the user to select, the problems of low production efficiency and low quality caused by manual participation in the existing production flow can be solved, and better use experience can be brought to the user.
Optionally, in some embodiments of the present invention, as shown in fig. 2, the flexible production line operating system further comprises a standard library building module 50, wherein the standard library building module 50 is mainly used for building the standard library described above. Specifically, the standard library building module 50 mainly includes: a main body data obtaining submodule 51, a main body material data obtaining submodule 52, a standard library constructing submodule 53, and the like.
The main body data obtaining sub-module 51 is configured to obtain main body structure data and main body material data of different types of target objects. In the embodiment of the invention, the standard library is constructed based on a large amount of data of the existing target object. Therefore, the main data obtaining sub-module 51 obtains the related data of different types of target objects, and it should be noted that the different types refer to model, brand, and so on. And the related data mainly comprises structural data, material data and the like of the target object body.
In practice, the main data obtaining sub-module 51 may be a multi-source data-based system, that is, the system may receive data from a plurality of different data sources, and the received data may be in a plurality of different formats. The data in different formats can be further processed in a unified way and converted into a format which can be directly identified and processed by each functional module in the flexible production line operating system in the embodiment of the invention. Through the arrangement, the flexible production line operation system integrates people with different data sources and/or a software analysis system, can improve the compatibility of the system, and optimizes and obviously improves the effectiveness and the production efficiency of related knowledge or information transmission.
A main body material data obtaining sub-module 52 for obtaining main body connection data of each of the target objects; in addition to the above structural data and material data, another important item of data is the connection relationship and connection data between the target object bodies when building the standard library.
And the standard library construction submodule 53 is configured to construct the standard library according to the main body structure data, the main body material data, and the main body connection data. After the various types of data are acquired, the standard library construction sub-module 53 may construct a standard library according to the main structure data, the main material data, and the main connection data, that is, in the standard library, for target objects of different models, brands, and the like, according to the characteristics of the main structure, the material, the connection relationship, and the like, corresponding association relationships are respectively established, and the association relationships are stored to form the standard library for subsequent query and selection.
Optionally, in some embodiments of the present invention, as shown in fig. 3, the flexible production line operating system further includes an information feedback module 60 for obtaining user feedback information about the material and the connection scheme. In practical application, after the scheme generating module 40 generates the corresponding recommended scheme according to the production request of the user, the user can select the corresponding scheme and perform corresponding feedback on the generated recommended scheme. Specifically, the user may input feedback information through the human-computer interaction module 10, for example, whether the recommended scheme is satisfactory or not, adjustment feedback personalized for the recommended scheme, and the like. Such information may be obtained by the information feedback module 60.
Through the information feedback module 60, not only can the recommendation scheme be output to the user, but also the feedback information of the user can be acquired for improving and adjusting the recommendation scheme subsequently, so that the recommendation scheme automatically generated by the flexible production line operation system of the embodiment of the invention is improved, the scheme content is optimized, the use experience of the user is improved, and the like.
Optionally, in some embodiments of the present invention, the standard library building module 50 may further be provided with a standard library updating sub-module 54 corresponding to the feedback information obtained by the information feedback module 60, for adjusting the materials and connection schemes in the standard library according to the feedback information of the user. As described above, the feedback information of the user may include some personalized setting information of the user in addition to the simple evaluation result, and it is likely that some information useful for improving the recommendation scheme is included therein, so in view of this aspect, in the embodiment of the present invention, the standard library updating sub-module 54 provided in the standard library building module 50 may adjust the material and the connection scheme in the standard library according to the feedback information of the user, for example, may adjust the existing scheme, or query that the user feeds back a scheme that is not in the standard library, and then may also add a new scheme to the standard library.
By the method, the recommendation scheme in the standard library is updated and adjusted, the recommendation scheme in the standard library is further perfected, and the use experience of a user is further optimized.
Specifically, the design process itself of an actual flexible production solution (e.g., body-in-white lightweighting solution) may include multiple problems, causes, and solutions that are combined into a non-logical sequence that is typically caused from several different problems, causes, and solutions.
When the flexible production line operation responds to a new request of a user, the flexible production line operation can help the user to obtain relevant information from relevant and solved problems or service cases, and then develop a new production design mode required by the user. This process of pattern recognition or machine learning may be performed automatically or semi-automatically. A method or a connection process of body-in-white connection is gathered into a certain unit, and a new user request is quickly and accurately responded based on limited man-machine combination.
In practical applications, the usage habits of users are different, and the language segments for inputting the corresponding information may also be different, so that the information of the users is likely not to be directly recognizable by the system. Therefore, in an optional embodiment of the present invention, the flexible production line operating system is further provided with an information preprocessing module, configured to preprocess attribute information, material parameter information, and the like extracted from a production request input by a user, and mainly convert the unformatted data into formatted data so as to facilitate subsequent analysis processing and the like of the system.
As described above, the flexible production line operation system according to the embodiment of the present invention can be practically applied to various manufacturing fields including, but not limited to, various fields such as automobiles, aviation, aerospace, ships, heavy machinery, manufacturing equipment, and the like. The following description is made in conjunction with a specific field of application. In the embodiment of the present invention, the flexible production line operation system is applied to the field of automobile manufacturing, but the present invention is not limited thereto.
In this case, the flexible production line operating system is a flexible production line building platform for light-weight vehicle bodies. In the platform, the established standard library is a full-industry chain standard library established based on 'upstream, midstream and downstream' related to a vehicle body production technology, wherein the upstream refers to a production line integrator, an automation equipment provider, a special laser equipment provider, a technical service provider and the like according to a material provider, a connection equipment provider, an automation equipment provider, a college institute for relevant basic technology research and testing and the like, the midstream refers to an actual automobile manufacturer, and the standard library is established by combining the collection and integration of information of the three aspects and comprises an all-round solution of a plurality of material connection technologies.
In the automobile manufacturing industry, multi-material automobile bodies are widely applied, the requirement of the multi-material automobile bodies with the Ali and stockholder connection technology and the connection technology among different materials are key links for limiting automobile body development and new material application. At present, the connection process of the vehicle body mainly comprises three processes of riveting, welding and sticking, and different connection processes have the characteristics.
For example, in the Riveting technique, Self-Riveting (SPR) is a technique of joining plates by filling a Riveting die after forming to form a stable connection; the hot melt self-tapping single-side riveting technology (FDS) is a mechanical connection technology which can be used for connecting a cavity and a plate; the high-speed nail-shooting riveting process (Impact) is characterized in that a riveting rod in a piston cylinder is pushed by pressurized high-pressure gas, a rivet is instantly pushed out, and is shot into a part at a high speed, an upper layer plate is punctured, a lower layer plate is punctured, meanwhile, lower layer plate metal is instantly heated, part of metal is cooled and stays in thread sharp teeth of a rivet barb to form self locking, a large friction force is generated between the thread teeth of a colleague rivet and the part, and the upper layer plate metal enters a groove at the head part of the rivet and is forcefully extruded, so that a stable connection point is realized; rivetless joining (riveting) technology, where sheet metal is joined together by localized cold forming of the material, creates an interlock between two or more layers of material.
Among welding technologies, the Laser welding technology (Laser) has the characteristics of high energy density, narrow welding line, small thermal deformation, small heating area and the like; friction Stir Welding (FSW) in which the end portions are brought into a thermoplastic state by the heat generated by the mutual movement and friction of the end surfaces of the workpieces, and then are rapidly upset to complete the welding; cold metal transfer welding (CMT) has the characteristics of no splashing, small deformation and the like, and can be used for welding thin plates; aluminum spot welding (AL-RSW) eliminates the influence of an oxide layer on the surface of the aluminum alloy through high current and high pressure.
In the bonding technology, the two-component adhesive bonding (bonding) can be used for bonding between non-metal materials and can also be used for connecting between metal and non-metal.
Therefore, it can be known from the above that, different connection processes are different in applicable materials and components, and different in implementation environments and conditions of the processes, so that a large amount of data needs to be counted, and corresponding relationships among different vehicle types, vehicle body materials, connection relationships and the like are constructed by combining known contents, so as to meet various requirements of different users, and customize corresponding recommendation schemes for production requirements of the users.
In practical application, the flexible production line building platform firstly obtains a user production request through a touch screen, a user terminal connection and the like, wherein the production request mainly meets the requirements of a user on vehicle body modification, repair and the like of a selected brand and a selected vehicle type.
According to the production request, the flexible production line building platform obtains image data of the vehicle body, it needs to be explained that obtaining the image data of the vehicle body is only one way, in the actual vehicle body structure analysis and design of the vehicle body in white, the image data comprises various structured and unstructured data segments such as material parameters, structure combination, analog simulation analysis, connection experiment data and the like, for example, documents, numbers, formulas, texts, images, voice, videos or other types of data and the like, and after obtaining the data, the information such as the size, the structure, the materials and the like of the vehicle body is extracted; then, connection relation information among all parts of the vehicle body is obtained through analysis based on the information such as the image data, the size, the structure and the materials, and then a recommended scheme of vehicle body modification materials and connection which are most suitable for the requirements of the user is obtained from a standard library based on the information such as the connection relation and the materials. In specific implementation, the obtained recommendation scheme may be one or more, and in the scheme recommended to the customer, in addition to information such as specific material selection and vehicle body connection mode, cost information corresponding to each recommendation scheme may be included, so that the user can select the recommendation scheme according to his or her own needs.
Through the flexible production line building platform provided by the embodiment of the invention, different vehicle body transformation schemes can be customized according to the requirements of users, not only can the optimal materials and connection modes be recommended, but also the corresponding information such as cost can be provided according to the requirements of the users for the users to select, and if the users are in the heavy duty performance, the scheme corresponding to the optimal materials and connection modes can be selected without considering the cost; if the user still needs to consider the cost, a scheme with higher cost performance can be considered. Through the mode, the corresponding recommendation scheme is automatically generated, on one hand, the problems of influencing efficiency and the like caused by human intervention can be avoided, and on the other hand, the use experience of the user can be further improved.
The embodiment of the invention also provides a flexible production line operation method, as shown in fig. 4, the flexible production line operation method mainly comprises the following steps:
step S410: acquiring a production request of a user; for details, reference may be made to the description of the human-computer interaction module 10 of the above embodiment, and details are not described herein.
Step S420: acquiring image data of a target object according to a production request, and extracting attribute information and material parameter information of the target object from the production request; for details, reference may be made to the related description of the information extraction module 20 in the above embodiments, and details are not described herein again.
Step S430: analyzing the main body connection information of the target object according to the image data and the attribute information; for details, reference may be made to the related description of the information analysis module 30 of the above embodiment, and details are not repeated herein.
Step S440: acquiring a material and a connection scheme corresponding to the target object from a preset standard library according to the material parameter information and the main body connection information; for details, reference may be made to the description of the scheme generating module 40 in the above embodiment, and details are not described herein again.
According to the flexible production line operation method provided by the embodiment of the invention, the corresponding production request is input only by once operation from the user side, the flexible production line operation method can perform the processes of information extraction, information analysis and the like according to the production request, and the whole process can be automatically completed without the intervention of other workers, so that the influence caused by manual operation is avoided to the maximum extent, a production transformation scheme suitable for the user requirement can be quickly, conveniently and efficiently generated for the user to select, the problems of low production efficiency and low quality caused by manual participation in the existing production flow can be solved, and better use experience can be brought to the user.
Optionally, in some embodiments of the present invention, the flexible production line operation method further includes: acquiring main structure data and main material data of different types of target objects; acquiring main body connection data of each target object; and constructing the standard library according to the main body structure data, the main body material data and the main body connection data. For details, reference may be made to the description of the standard library building module 50 of the above embodiment, and details are not repeated here.
Optionally, in some embodiments of the present invention, the flexible production line operation method further includes: and acquiring feedback information of the user on the material and the connection scheme. For details, reference may be made to the description of the information feedback module 60 in the above embodiments, and details are not repeated herein.
Correspondingly, the flexible production line operation method further comprises the following steps: and adjusting the materials and the connection scheme in the standard library according to the feedback information. For details, reference may be made to the related description of the standard library update submodule 54 in the above embodiment, and details are not repeated here.
Optionally, in some embodiments of the present invention, the flexible production line operation method further includes: and converting unstructured data in the attribute information and the material parameter information into structured data. For details, reference may be made to the related description of the information preprocessing module in the above embodiments, and details are not described herein again.
An embodiment of the present invention further provides a computer device, as shown in fig. 5, the computer device may include a processor 501 and a memory 502, where the processor 501 and the memory 502 may be connected by a bus or in another manner, and fig. 5 takes the example of being connected by a bus as an example.
The memory 502, which is a non-transitory computer-readable storage medium, may be used to store non-transitory software programs, non-transitory computer-executable programs, and modules, such as program instructions/modules corresponding to the flexible production line operation method in the embodiment of the present invention (for example, the human-machine interaction module 10, the information extraction module 20, the information analysis module 30, and the scenario generation module 40 shown in fig. 1). The processor 501 executes various functional applications and data processing of the processor by running non-transitory software programs, instructions and modules stored in the memory 502, namely, the flexible production line operation method in the above method embodiment is realized.
The memory 502 may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created by the processor 501, and the like. Further, the memory 502 may include high speed random access memory, and may also include non-transitory memory, such as at least one magnetic disk storage device, flash memory device, or other non-transitory solid state storage device. In some embodiments, memory 502 optionally includes memory located remotely from processor 501, which may be connected to processor 501 via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The one or more modules are stored in the memory 502 and, when executed by the processor 501, perform the flexible line operations method of the embodiment shown in FIG. 4.
The details of the computer device can be understood by referring to the corresponding related description and effects in the embodiment shown in fig. 4, and are not described herein again.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by a computer program, which can be stored in a computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. The storage medium may be a magnetic Disk, an optical Disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a Flash Memory (Flash Memory), a Hard Disk (Hard Disk Drive, abbreviated as HDD) or a Solid State Drive (SSD), etc.; the storage medium may also comprise a combination of memories of the kind described above.
Although the embodiments of the present invention have been described in conjunction with the accompanying drawings, those skilled in the art may make various modifications and variations without departing from the spirit and scope of the invention, and such modifications and variations fall within the scope defined by the appended claims.
Claims (12)
1. A flexible production line operating system, comprising:
the man-machine interaction module is used for acquiring a production request of a user;
the information extraction module is used for acquiring the image data of the target object according to the production request and extracting the attribute information and the material parameter information of the target object from the production request;
the information analysis module is used for analyzing the main body connection information of the target object according to the image data and the attribute information;
and the scheme generation module is used for acquiring the material and the connection scheme corresponding to the target object from a preset standard library according to the material parameter information and the main body connection information.
2. The flexible line handling system of claim 1, further comprising: a standard library building block comprising:
the main body data acquisition submodule is used for acquiring main body structure data and main body material data of different types of target objects;
the main body material data acquisition submodule is used for acquiring main body connection data of each target object;
and the standard library construction submodule is used for constructing the standard library according to the main body structure data, the main body material data and the main body connection data.
3. The flexible line handling system of claim 2, further comprising:
and the information feedback module is used for acquiring feedback information of the user on the material and the connection scheme.
4. The flexible production line work system as claimed in claim 3, wherein said standard library building module further comprises:
and the standard library updating submodule is used for adjusting the materials and the connection scheme in the standard library according to the feedback information.
5. The flexible line handling system of claim 1, further comprising:
and the information preprocessing module is used for converting the unstructured data in the attribute information and the material parameter information into structured data.
6. A flexible production line operation method is characterized by comprising the following steps:
acquiring a production request of a user;
acquiring image data of a target object according to the production request, and extracting attribute information and material parameter information of the target object from the production request;
analyzing the main body connection information of the target object according to the image data and the attribute information;
and acquiring the material and the connection scheme corresponding to the target object from a preset standard library according to the material parameter information and the main body connection information.
7. The flexible line handling method of claim 6, further comprising: acquiring main structure data and main material data of different types of target objects;
acquiring main body connection data of each target object;
and constructing the standard library according to the main body structure data, the main body material data and the main body connection data.
8. The flexible line handling method of claim 7, further comprising:
and acquiring feedback information of the user on the material and the connection scheme.
9. The flexible line handling method of claim 8, further comprising:
and adjusting the materials and the connection scheme in the standard library according to the feedback information.
10. The flexible production line operation method according to claim 6, wherein before analyzing the body connection information of the target object based on the image data and the attribute information, the flexible production line operation method further comprises:
and converting unstructured data in the attribute information and the material parameter information into structured data.
11. A computer device, comprising:
a memory and a processor, the memory and the processor being communicatively connected to each other, the memory having stored therein computer instructions, the processor executing the computer instructions to perform the flexible production line operation method according to any one of claims 6 to 10.
12. A computer-readable storage medium storing computer instructions for causing a computer to perform the flexible production line process of any one of claims 6-10.
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