CN115660319A - Multi-machine interconnection intelligent construction site system management platform - Google Patents

Abstract

The invention provides a multi-machine interconnection intelligent construction site system management platform which comprises an information input layer, an information management layer and an information utilization layer, wherein the information input layer is accessed to the information management layer; the information management layer interacts with the information utilization layer. The information input layer is used for completing multi-machine access, protocol analysis and data processing and transmitting the received data to the information management layer; the information utilization layer directly accesses or calls the management module provided by the information utilization layer through the visual interface, and the information management layer calls the corresponding module according to the intelligent construction site catalog of the information management layer based on the function of the management module, so that the management and the data analysis of the management platform are executed. The intelligent construction site intelligent information acquisition system realizes access of multiple terminals, multiple protocols and multiple devices in the intelligent construction site, realizes information acquisition of the intelligent construction site in the maximum range, and solves the problems of mutual independent operation, data linkage check, unsmooth internal and external information and the like of intelligent construction site systems.

Description

Multi-machine interconnection intelligent construction site system management platform

Technical Field

The invention relates to the technical field of intelligent construction sites, in particular to a multi-machine interconnection intelligent construction site system management platform.

Background

The construction site is complicated various because of the scene, and the management and control degree of difficulty such as its quality, progress, cost, safety is big, especially under the complicated scene that big buried depth, little space, many specialty municipal pipeline intersect, the city track traffic engineering construction degree of difficulty is bigger, the safety risk is higher. Therefore, it is a key development direction in the future to realize fine management by using visualization, intellectualization and digitization technologies. However, in the process of implementing service refinement management around a complex scene of human, machine, material, law and ring, a large amount of heterogeneous data is generated, and the application scenes of quality supervision management, on-site security management, civilized construction supervision, personnel attendance management, environment/behavior intelligent identification, construction progress management, comprehensive analysis, historical event review and the like are covered. Under the complex and various scenes, various data information such as real-name system data of workers, exit and exit service management data, various sensing data for monitoring the running state of mechanical equipment, construction material management data for video acceptance and automatic counting, construction environment noise monitoring data and the like can be covered inevitably. Therefore, a platform which can perform centralized management and control on massive heterogeneous data and has openness, universality and expandability needs to be researched urgently.

However, there are many problems with the existing intelligent building site system management platform: (1) Most of intelligent building site system management platforms can only be applied to one project, and the platform can not be applied to other projects after the project is finished, so that the problems of single function and insufficient universality exist; (2) In addition, various types of data are dispersed in different systems, so that unified management cannot be achieved, and site managers cannot realize overall control of the site.

Disclosure of Invention

In order to solve the problems that an intelligent construction site system management platform in the prior art is single in function, insufficient in universality and incapable of being managed in a unified mode, the invention constructs a multi-machine interconnection intelligent construction site system management platform based on the Internet of things.

In order to achieve the purpose, the invention adopts the following technical scheme.

A multimachine interconnection wisdom building site system management platform includes:

the system comprises an information input layer, an information management layer and an information utilization layer, wherein the information input layer is accessed to the information management layer; the information management layer interacts with the information utilization layer;

the information input layer is provided with an edge layer and an IaaS layer, wherein the edge layer is used for completing access, protocol analysis and data processing of a plurality of machines, and the IaaS layer comprises a cloud infrastructure, receives data processed by the edge layer and stores the data in the cloud infrastructure;

the information management layer comprises an application service module, a rapid modeling tool module and a visual application development tool module; the information management layer also comprises a data management module based on the module application and used for managing a data module library under the module application and analyzing and processing data; the information management layer interacts with the IaaS layer through a container cloud module;

the information utilization layer directly accesses or calls the management module provided by the information utilization layer through a visual interface, and the information management layer calls the corresponding module according to the intelligent construction site catalog of the information management layer based on the function of the management module, so that the management and the data analysis of the management platform are executed.

Further, the application service module of the information management layer includes: API structure, visual interface and data management module.

Further, the data management module includes: the system comprises a middleware and database service function module, an intelligent building site micro-service function module, a GPaas-Kubernetes container cloud function module and a big data storage and computing platform function module.

Further, the visual interface comprises an application directory, a service directory, a construction site information model directory and an intelligent construction site field algorithm model directory.

Further, the rapid modeling tool module includes: building site resource modeling, WBS procedure modeling, EBS engineering modeling and logic object modeling.

Further, the visualization application development tool module comprises: HIMI design tool, data quality discrimination and cleaning tool, data exploration tool, business process designer, data extraction tool, algorithm arrangement designer, devOPs.

Furthermore, the access and interaction among the information recording layer, the information management layer and the information utilization layer are designed in an SOA architecture.

Further, the information utilization layer completes equipment state analysis, subcontractor analysis, energy consumption analysis optimization, material analysis, safety analysis, progress analysis, quality analysis and investment analysis based on personnel management, mechanical management, material management, method management, environment management, BIM management, progress management, quality management, safety management and WBS structure tree management.

Furthermore, the information utilization layer and the information management layer are accessed through an Open RESET API structure, and the Open RESET API structure supports Java, ruby, PHP, C + +, python and C #.

Furthermore, the direct access or calling mode of the visual interface comprises a webpage end, a mobile APP or an electronic sand table.

In summary, compared with the prior art, the invention provides a multi-machine interconnection intelligent construction site system management platform which has the following beneficial effects:

(1) According to the intelligent construction site system, the logic of the complex modules of the Internet of things under the open service platform is improved, and the modules are combined to be used for rapidly deploying the intelligent construction site system with resources open sharing, so that the platform can serve various types of projects, and the problem of the singleness of most management platforms is solved; meanwhile, as the plurality of modules are provided with a plurality of terminal interfaces, different types of terminal equipment can be accessed into the platform, and the problem of complicated equipment access in a complex scene of an intelligent construction site is solved.

(2) The management module provided by the information utilization layer is directly accessed or called through a visual interface, the information management layer calls the corresponding module according to the intelligent construction site catalog of the information management layer based on the function of the management module, so that the management and data analysis of a management platform are realized, and the site manager can master the integral condition of the construction site at any time; meanwhile, an SOA (service oriented architecture) is adopted, a plurality of data processing and analyzing tools are integrated, so that the user side can call and analyze various resource data of a construction site at any time, different data types can be displayed in a centralized manner, and the problems of information sharing and resource data fusion unification of various management modules in the construction site are solved. In addition, the invention can access and call the visual interface of the platform in various ways, thereby improving the applicability and convenience of the platform.

Drawings

In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings required to be used in the embodiments will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present application, 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 an overall framework of a multi-machine interconnection intelligent construction site system management platform based on the internet of things.

Fig. 2 is an SOA (service oriented architecture) model of multi-machine access internet of things of the internet of things-based multi-machine interconnection intelligent construction site system management platform.

Detailed Description

In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention. In addition, the technical features involved in the respective embodiments of the present invention described below may be combined with each other as long as they do not conflict with each other.

The terms "first," "second," "third," and the like in the description and claims of this application and in the above-described drawings are used for distinguishing between different objects and not for describing a particular order. Furthermore, the terms "include" and "have," as well as any variations thereof, are intended to cover non-exclusive inclusions. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those steps or elements listed, but may alternatively include other steps or elements not listed, or inherent to such process, method, article, or apparatus.

As shown in fig. 1, a multi-machine interconnection wisdom building site system management platform includes:

the system comprises an information input layer, an information management layer and an information utilization layer, wherein the information input layer is accessed to the information management layer; the information management layer interacts with the information utilization layer;

the information input layer is provided with an edge layer and an IaaS layer, wherein the edge layer is used for completing access, protocol analysis and data processing of a plurality of machines, and the IaaS layer comprises a cloud infrastructure, receives data processed by the edge layer and stores the data in the cloud infrastructure;

the information management layer comprises an application service module, a rapid modeling tool module and a visual application development tool module; the information management layer also comprises a data management module based on the module application and used for managing a data module library under the module application and analyzing and processing data; the information management layer interacts with the IaaS layer through a container cloud module;

the information utilization layer directly accesses or calls the management module provided by the information utilization layer through a visual interface, the information management layer calls the corresponding module according to the intelligent construction site catalog of the information management layer based on the function of the management module, the management and the data analysis of the management platform are executed in the mode, and three levels are mutually linked and have definite division of labor.

More specifically, the information input layer is divided into an Iaas layer and an edge layer, the Iaas layer is responsible for constructing a cloud infrastructure module, information storage, networking and virtualization are achieved, and the utilization rate of the cloud infrastructure of the Internet of things is improved; the cloud infrastructure module comprises a server port, a storage module, a network port and a virtualization module. The edge layer is responsible for constructing an equipment and system access module, a protocol analysis module and an edge data processing module. The Iaas layer is used for receiving the data processed by the edge layer and storing the data in the cloud infrastructure. In summary, the information entry layer mainly collects and processes data, provides a data source for the information management layer, and accesses data information of various terminals to the information management layer.

The information management layer can be a PaaS layer, and the structuralization of the information data is realized through a quick modeling tool, so that the information data is hierarchically controlled layer by layer; and realizing the visualization of the information data by using a visualization application development tool. The rapid modeling tool comprises construction site resource modeling, WBS procedure modeling, EBS engineering modeling, logic object modeling and the like; the visual application development tools comprise HIMI design tools, data quality judging and cleaning tools, data exploration tools, business process designers, data extraction tools, algorithm arrangement designers, devOps and the like.

In addition, the PaaS layer further includes an application service module, which includes an API structure, a visualization interface and a data management module for supporting multiple languages. Wherein the Open RESET API architecture supports, but is not limited to, java, ruby, PHP, C + +, python, C #.

For a smart building site PaaS layer with a complex scene, a visual interface comprises an application catalog, a service catalog, a building site information model catalog and a smart building site field algorithm model catalog; the data management module is established based on WBS decomposition and can be decomposed into a general middleware and database service function module, an intelligent construction site micro-service function module, a GPaas-Kubernetes container cloud function module and a big data storage and computing platform function module.

More specifically, the common middleware and database service module includes a message middleware service, a workflow engine service, a Redis service, an object storage service, an SOL database service, a MongoDB database service, a BI reporting service, and a multidimensional analysis service.

The intelligent building site micro-service module comprises a building site information model service, a building site information model, a machine and deep learning analysis service, a building site field algorithm model, an application unified authentication and authorization service, a cloud edge resource cooperative adaptation processing service, a building site data cloud gateway service, a building site time sequence data service, a building site event and alarm library service, an event publishing and subscribing service, an application authority management service (RBAC) and a multi-source information optimization integration service.

The GPaaS-Kubernets container cloud module comprises a multi-tenant, a DevOps, a mirror image library service, a software warehouse service, an Iaas resource access and resource call, a container arrangement and container cluster scheduling, a container storage, a container network, a security service, a unified log collection and analysis, and an operation monitoring and alarm.

The big data storage and calculation platform module comprises data cleaning and preprocessing, stream calculation, complex event processing, analysis processing, interactive analysis, a construction site information model database, construction site time sequence data (a historical library), construction site data (a real-time database), distributed indexing and retrieval, a distributed data warehouse, platform management and configuration storage, platform distributed object storage, ETL data extraction (Sqooq, flume, kettle) and a file system.

The data management modules are mainly used for data information extraction, when a user directly accesses or calls the management module provided by the information utilization layer through a visual interface, the information management layer can transfer various corresponding modules in the data management module according to the visual directory of the user and combine the modules to complete the data information extraction, and the modules are independent from each other but not separated, are linked but have definite division of labor.

The information utilization layer can be a SaaS layer, and platform management and related data analysis of the construction site information are mainly performed through various application programs. The SaaS layer mainly comprises a platform management module and a data analysis module. The information utilization layer directly accesses or calls the management module provided by the information utilization layer through a visual interface, the information management layer calls the corresponding module based on the function of the management module according to the intelligent construction site catalog of the information management layer, and the management and data analysis of the management platform are executed in the mode. The construction site manager can directly access the information utilization layer from various terminal equipment by using the application program, namely the program interface or the client interface, without downloading various terminal equipment systems. The program end interface mainly comprises a webpage and an electronic sand table, namely a unified access portal B/S and an information integration display electronic sand table C/S; the client interface is mainly accessed by users with different roles, and comprises a post billboard B/S and a mobile APP. The platform management module comprises management of 'human, machine, material, method and ring', namely personnel management, mechanical management, material management, method management and environment management, and in addition, BIM management, progress management, quality management, safety management and WBS structure tree management. The data analysis module mainly comprises equipment state analysis, subcontracting business analysis, energy consumption analysis optimization, material analysis, safety analysis, progress analysis, quality analysis and investment analysis.

The information input layer, the information management layer and the information utilization layer are mutually connected and have definite division of labor, and all systems in the platform are mutually independent but not separated based on the configurable construction site management module technology of WBS decomposition. Building site management personnel can combine modules by using basic elements according to different project types, and can match and combine various tools and functional modules in an interface at will, so that management and data analysis of the management platform are realized. .

The multi-machine interconnection intelligent construction site system management platform disclosed by the invention combines a plurality of modules by perfecting the logic of the Internet of things complex module under the open service platform, thereby meeting the management requirements of different projects and realizing that one platform bears multiple project management; and because the plurality of modules cover the plurality of terminal interfaces, different types of terminal equipment can be accessed into the equipment platform, the difficult problem of complicated equipment access in a complex scene of an intelligent construction site is solved, and the difficult problems of information sharing of all management modules in the construction site, unified management of all systems, resource data fusion and intercommunication and processing and analysis of mass data are solved, so that managers can control the whole construction site in real time.

In addition, when the terminal equipment runs, the multi-machine interconnection intelligent construction site system management platform can return monitoring data conditions based on each terminal equipment real-time monitoring device. The basic operation condition of the terminal equipment can be monitored, and when some data fluctuate violently or exceed a preset value, the multi-machine interconnection intelligent building site system management platform informs a manager of fault information in an early warning mode, so that the manager is commanded to perform task scheduling. Furthermore, the terminal equipment can feed back data (including video, audio, pictures and the like) generated in field work to the end of the multi-machine interconnection intelligent construction site system management platform.

In order to more clearly describe the technical solution in the embodiment of the present invention, it will be explained in more detail with reference to fig. 2. As shown in fig. 2, the model is a multi-machine access internet of things SOA architecture model, and the model relies on a Service Oriented Architecture (SOA), introduces an internet of things platform rule engine, and designs all modules in the system in the SOA architecture, and more specifically, the SOA architecture mainly includes an equipment access adaptation service unit, an equipment management service unit, a data management service unit and an application management service unit.

Preferably, the device access adaptation service unit includes a third-party platform, a third-party application, and a user side. The third-party platform is accessed to the equipment management service unit through a sensor, equipment, a gateway or edge calculation; the third-party application accesses the application management service unit through an Open API (application programming interface); the user side can directly send the instructions of equipment information, physical models, terminal configuration or state management and the like to the application management service unit.

The application management service unit has a service management function, and based on WBS decomposition, service management can be divided into a plurality of modules: the system comprises a system management module, an equipment management module, a network component module, a notification management module, a planning engine module, a log management module and the like. The modules are interconnected but have definite division of labor. The system management module comprises user management, authority management, role management, mechanism management and API management; the equipment management module comprises protocol management, product management, equipment management, gateway equipment management, geographic position management and visual management; the network component module comprises certificate management, component management, TCP/MQTT/UOP and equipment access management; the notification management module comprises notification configuration, a notification template, a notification mode and the like, wherein the notification mode comprises but is not limited to mails, short messages and the like; the planning engine module comprises a planning model, a planning example, equipment warning, scene linkage, data forwarding and the like; the log management module comprises an access log, a system log and the like.

The equipment management service unit is divided into an equipment registration center module, an equipment access gateway module, a message gateway module and the like based on WBS decomposition. The equipment registration center module is divided into two modules, wherein the equipment registration center module is mainly responsible for managing equipment hardware information, including equipment information, a physical model, terminal configuration, state management and the like; the second module of the equipment registration center is mainly responsible for equipment software information including equipment warning, scene linkage, data forwarding and the like. It should be noted that the device registry module can be selectively expanded according to practical applications. The equipment access gateway module is used for authenticating, meeting or coding and decoding information of the third-party platform: including TCP, UDP, MQTT, coAP and HTTP; the message gateway module contains a connector that can be used for subscriber subscription, publisher publication of related device messages or other messages.

The data management service unit has persistence, is mainly used for receiving, caching, calling and other related information, and can be divided into a log equipment data module, a cache cluster scheduling module and a business data module based on WBS decomposition.

The device access adaptation service unit is connected with the device management service unit and the application management service unit, and the third-party platform can be accessed to a device access gateway module in the device management service unit through a sensor, a device, a gateway or edge calculation; the third-party application is directly accessed to the application management service unit through an Open API (application programming interface); and the user side directly issues instructions such as equipment information, a physical model, terminal configuration or state management and the like to the application management service unit. And after receiving the instruction, the application management service unit feeds back the information to the equipment management service unit and the data management service unit. And meanwhile, after the equipment management service unit receives the instruction, the information is also fed back to the application management service unit and the data management service unit. The information of the equipment management service unit and the application management service unit are communicated, and the modules have definite division of work but are not separated. More specifically, when the application management service unit receives the instruction, the information is fed back to the first module of the device registration center, and the first module of the device registration center further feeds back the information to the device access gateway module and the data management service unit. When the device access gateway module receives the instruction, the information is fed back to a module of the device registration center and a connector in the message gateway module. The connector will further feed back information to the equipment register center module II and the data management service unit. And the device registration center module II can further feed back the information to the application management service unit and the data management service unit. Finally, the data management module unit receives the instruction of each unit, and fusion unification of the resource data of the internet of things is achieved.

In a word, the multi-machine interconnection intelligent construction site system management platform is constructed based on the Internet of things, wide access of multiple terminals, multiple protocols and multiple devices in an intelligent construction site is achieved, information collection of the intelligent construction site in the largest range is achieved, the problems that the access of numerous and complex devices in the intelligent construction site is difficult, information of management modules in the intelligent construction site cannot be shared, the management modules can mutually form islands, and massive heterogeneous data can be processed and analyzed are solved, all-state information perception is achieved, safety and benefits of the construction site are guaranteed, and operation cost is reduced.

It should be noted that, for simplicity of description, the above-mentioned method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the present application is not limited by the order of acts described, as some steps may occur in other orders or concurrently depending on the application. Further, those skilled in the art should also appreciate that the embodiments described in the specification are preferred embodiments and that the acts and modules referred to are not necessarily required in this application.

In the foregoing embodiments, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to the related descriptions of other embodiments.

In the several embodiments provided in the present application, it should be understood that the disclosed apparatus may be implemented in other manners. For example, the above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units is only one type of division of logical functions, and there may be other divisions when actually implementing, for example, a plurality of units or components may be combined or may be integrated into another system, or some features may be omitted, or not implemented. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of some service interfaces, devices or units, and may be an electrical or other form.

The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.

In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.

The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable memory. Based on such understanding, the technical solution of the present application may be substantially implemented or a part of or all or part of the technical solution contributing to the prior art may be embodied in the form of a software product stored in a memory, and including several instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method described in the embodiments of the present application. And the aforementioned memory comprises: various media capable of storing program codes, such as a usb disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic disk, or an optical disk.

Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by a program, which is stored in a computer-readable memory, and the memory may include: flash disks, read-Only memories (ROMs), random Access Memories (RAMs), magnetic or optical disks, and the like.

The above description is only an exemplary embodiment of the present disclosure, and the scope of the present disclosure should not be limited thereby. That is, all equivalent changes and modifications made in accordance with the teachings of the present disclosure are intended to be included within the scope of the present disclosure. Embodiments of the present disclosure will be readily apparent to those skilled in the art from consideration of the specification and practice of the disclosure herein. This application is intended to cover any variations, uses, or adaptations of the disclosure following, in general, the principles of the disclosure and including such departures from the present disclosure as come within known or customary practice within the art to which the disclosure pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the disclosure being indicated by the following claims.

The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.

It will be understood by those skilled in the art that the foregoing is only a preferred embodiment of the present invention, and is not intended to limit the invention, and that any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the scope of the present invention.

Claims (10)

1. The utility model provides a multimachine interconnection wisdom building site system management platform which characterized in that includes:

the system comprises an information input layer, an information management layer and an information utilization layer, wherein the information input layer is accessed to the information management layer; the information management layer interacts with the information utilization layer;

the information input layer is provided with an edge layer and an IaaS layer, wherein the edge layer is used for completing access, protocol analysis and data processing of multiple machines, and the IaaS layer comprises a cloud infrastructure, receives data processed by the edge layer and stores the data in the cloud infrastructure;

the information management layer comprises an application service module, a rapid modeling tool module and a visual application development tool module; the information management layer also comprises a data management module based on the module application, and the data management module is used for managing a data module library under the module application and analyzing and processing data; the information management layer interacts with the IaaS layer through a container cloud module;

the information utilization layer directly accesses or calls the management module provided by the information utilization layer through a visual interface, and the information management layer calls the corresponding module according to the intelligent construction site catalog of the information management layer based on the function of the management module, so that the management and the data analysis of the management platform are executed.

2. The multi-machine interconnection intelligent construction site system management platform as claimed in claim 1, wherein the application service module of the information management layer comprises: API structure, visual interface and data management module.

3. The multi-machine interconnection intelligent worksite system management platform according to claim 2, wherein the data management module comprises: the system comprises a middleware and database service function module, an intelligent building site micro-service function module, a GPaas-Kubernetes container cloud function module and a big data storage and computing platform function module.

4. The multi-machine-interconnected intelligent worksite system management platform according to claim 2, wherein the visual interface comprises an application directory, a service directory, a worksite information model directory and an intelligent worksite field algorithm model directory.

5. The interconnected intelligent multi-machine worksite system management platform of claim 1, wherein the rapid modeling tool module comprises: building site resource modeling, WBS procedure modeling, EBS engineering modeling and logic object modeling.

6. The multi-machine interconnection intelligent worksite system management platform according to claim 1, wherein the visual application development tool module comprises: HIMI design tool, data quality discrimination and cleaning tool, data exploration tool, business process designer, data extraction tool, algorithm arrangement designer, devOPs.

7. The multi-machine interconnection intelligent construction site system management platform is characterized in that the access and interaction among the information input layer, the information management layer and the information utilization layer are designed in an SOA architecture.

8. The multi-machine interconnected intelligent construction site system management platform as claimed in claim 1, wherein the information utilization layer performs equipment status analysis, subcontractor analysis, energy consumption analysis optimization, material analysis, security analysis, progress analysis, quality analysis and investment analysis based on personnel management, machinery management, material management, method management, environment management, BIM management, progress management, quality management, security management and WBS structure tree management.

9. The multi-machine interconnection intelligent construction site system management platform according to claim 1, wherein the information utilization layer and the information management layer are accessed through an Open RESET API structure, and the Open RESET API structure supports Java, ruby, PHP, C + +, python, C #.

10. The multi-machine interconnection intelligent worksite system management platform as claimed in claim 1, wherein the visual interface is directly accessed or invoked by a webpage end, a mobile APP or an electronic sand table.

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