CN111080112A - Communication engineering progress management system and method based on data analysis - Google Patents
Communication engineering progress management system and method based on data analysis Download PDFInfo
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Abstract
The application discloses a communication engineering progress management system and method based on data analysis. The system comprises: the warehouse-end platform is used for managing the original data of the engineering materials; the engineering terminal application is used for responding to the operation of a construction party and inputting construction data of an engineering site; the data processing server is used for carrying out data analysis processing on the construction data input by the application of each engineering terminal according to a first preset strategy to obtain processed data; and the data presentation platform presents the processed data at the front end according to a second preset strategy. The method and the system can manage the progress of the engineering more efficiently, help to plan a reasonable construction scheme, coordinate the whole construction link, optimize the construction procedure connection, improve the construction efficiency, guarantee the engineering quality and control the construction cost.
Description
Technical Field
The application relates to the field of engineering construction management, in particular to a communication engineering progress management system and method based on data analysis.
Background
Whether an engineering project can be constructed and put into use within a preset time is a most concerned problem for investors, because the investment benefit is directly concerned. Therefore, schedule management of a project is a very important task in order to make the project ready for use within a predetermined construction period.
In the prior art, the progress of an engineering project is often managed based on a paper document form mode, and corresponding managers fill the paper document form by hand irregularly and file data, so that the process is tedious and has low timeliness.
Based on this, a more efficient project schedule management scheme is needed.
Disclosure of Invention
The embodiment of the application provides a communication engineering progress management system and method based on data analysis, which are used for solving the following technical problems in the prior art: at present, the progress of an engineering project is often managed based on a paper document form mode, corresponding managers fill the paper document form by hands irregularly and file data, the process is not only complicated, but also the timeliness is low, and based on the process, a more efficient engineering progress management scheme is needed.
The embodiment of the application adopts the following technical scheme:
a communication engineering progress management system based on data analysis comprises a warehouse end platform, an engineering terminal application, a data processing server and a data presentation platform;
the warehouse end platform is used for managing the original data of the engineering materials;
the engineering terminal application is used for responding to the operation of a construction party and inputting construction data of an engineering site;
the data processing server is used for analyzing and processing the construction data input by the engineering terminal application according to a first preset strategy to obtain processed data;
and the data presentation platform presents the processed data at the front end according to a second preset strategy.
Optionally, the engineering terminal application responds to a material getting operation of a construction party, and interacts with the warehouse end platform to obtain data of engineering materials distributed to the construction party and manage and maintain the data; and the number of the first and second groups,
and responding to the construction data entry operation of a constructor, and recording the use data of the engineering materials.
Optionally, the data presentation platform presents the processed data on a front-end page, receives correction data entered by a worker for the processed data or manages the data, and outputs a project progress daily report according to the processed data and the correction data.
Optionally, the data processing server receives service daily reports sent by the following parties respectively, and outputs the project progress daily report according to the service daily reports:
network optimization, iron tower, transmission supervision and cross-maintenance supervision.
Optionally, the data processing server screens out duplicate data in the construction data recorded by each engineering terminal application according to predetermined management standard data, extracts valid fields, and performs formatting processing to obtain the processed data.
Optionally, the data processing server further processes the engineering related data provided by at least one of the following parties to obtain the processed data: construction, supervision, design yard, net excellence and iron tower.
Optionally, the engineering is a mobile communication engineering.
A communication engineering progress management method based on data analysis comprises the following steps:
managing original data of engineering materials;
responding to the operation of a construction party, and inputting construction data of an engineering site;
according to a first preset strategy, performing data analysis processing on the input construction data to obtain processed data;
and presenting the processed data at the front end according to a second preset strategy.
Optionally, the method further comprises:
responding to a material getting operation of a construction party, obtaining data of engineering materials distributed to the construction party, and managing and maintaining the data; and the number of the first and second groups,
and responding to the construction data entry operation of a constructor, and recording the use data of the engineering materials.
Optionally, after the processed data is presented on a front-end page, the method further includes:
and receiving correction data recorded by the worker for the processed data or supervising, and outputting a project progress daily report according to the processed data and the correction data.
A communication engineering progress management device based on data analysis comprises:
at least one processor; and the number of the first and second groups,
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to enable the at least one processor to:
managing original data of engineering materials;
responding to the operation of a construction party, and inputting construction data of an engineering site;
according to a first preset strategy, performing data analysis processing on the input construction data to obtain processed data;
and presenting the processed data at the front end according to a second preset strategy.
A data analysis-based communications engineering progress management medium, the medium comprising a non-volatile computer storage medium storing computer-executable instructions configured to:
managing original data of engineering materials;
responding to the operation of a construction party, and inputting construction data of an engineering site;
according to a first preset strategy, performing data analysis processing on the input construction data to obtain processed data;
and presenting the processed data at the front end according to a second preset strategy.
The embodiment of the application adopts at least one technical scheme which can achieve the following beneficial effects: the construction progress can be managed more efficiently, and the method is helpful for planning a reasonable construction scheme, coordinating the whole construction link, optimizing the construction procedure connection, improving the construction efficiency, ensuring the engineering quality and controlling the construction cost.
Drawings
The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:
fig. 1 is a schematic architecture diagram of a communication engineering progress management system based on data analysis according to some embodiments of the present application;
fig. 2 is a schematic view of a business process related to a project progress daily report in an application scenario according to some embodiments of the present application;
fig. 3 is a flowchart illustrating a method for managing a communication process based on data analysis according to some embodiments of the present disclosure.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the technical solutions of the present application will be described in detail and completely with reference to the following specific embodiments of the present application and the accompanying drawings. It should be apparent that the described embodiments are only some of the embodiments of the present application, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
The scheme of the application is used for project progress management, and is particularly suitable for communication project progress management, for example, communication projects such as base station laying of a new generation mobile communication technology. According to the scheme, page processing technologies such as data analysis, field extraction and online editing are comprehensively utilized, an efficient engineering progress management system is constructed, and the method is beneficial to planning a reasonable construction scheme, coordinating the whole construction link, optimizing the construction process connection, improving the construction efficiency, ensuring the engineering quality and controlling the construction cost.
Fig. 1 is a schematic architecture diagram of a communication engineering progress management system based on data analysis according to some embodiments of the present application, and the system includes a warehouse-side platform 100, an engineering terminal application 102, a data processing server 104, and a data presentation platform 106. The engineering terminal application 102 is typically provided in a plurality, for example, respectively carried on mobile phones of a plurality of field construction personnel, the engineering terminal application 102 can communicate with the warehouse terminal platform 100 and the data processing server 104, and the data processing server 104 can communicate with the data presentation platform 106.
The warehouse end platform 100 is used for managing the original data of engineering materials and managing the entering and exiting of the engineering materials; the engineering terminal application 102 is used for responding to the operation of a constructor or other engineering personnel and inputting construction data of an engineering site; the data processing server 104 collects the construction data recorded by each engineering terminal application 102 according to a first preset strategy, and performs data analysis processing to obtain processed data; and the data presentation platform 106 is used for presenting the processed data at the front end according to a second preset strategy, wherein the processed data comprises a project progress daily report, legal files related to a project, standard files and the like. For simplicity, in some of the following embodiments, the numerical designations are omitted and the names are used for direct reference.
Engineering materials such as related equipment components including mobile communication access networks and core networks, and building materials and electrical materials required for deploying the equipment components.
When the field constructor is in construction on the engineering field, the field constructor can input construction data on the mobile phone in time, wherein the construction data comprises use data of engineering materials, constructor data, construction actual operation flow data, construction environment monitoring data, accident condition data and the like.
The first predetermined policy may be various, such as various data mining algorithms, data integration algorithms, and the like. The second predetermined policy may also be varied, such as various multimedia data conversion techniques, front-end page rendering techniques, and the like.
Through the system of FIG. 1, no burden is brought to engineering design implementation and other links, and the workload of engineering personnel can be reduced; especially for the supervisors and supervisors of each level of construction, the engineering management based on the paper files is electronized, so that the engineering field data can be quickly and efficiently collected, and the working intensity is greatly reduced; the project progress daily report is based on field construction data of one line, is automatically processed and generated by the system, and is accurate and efficient.
A project may involve multiple parties, all of which may participate in managing the progress of the project. In mobile communication engineering, generally, the mobile communication engineering relates to the parties of construction, supervision, design yard, network optimization (responsible for mobile communication network optimization), iron tower (responsible for iron tower required by outdoor stations such as base stations, monitoring stations and the like), construction and the like, wherein the former two parties usually have multi-level mechanisms, for example, there are city construction supervision and the subordinate department thereof also has county and regional construction supervision and the like, and the transaction granularity in charge of each mechanism can be different. The general progress of the management engineering can be respectively connected with other parties, and reports of other parties can be received.
For a construction party, the construction method is mainly used for construction on a project site, and first-hand site data can be obtained in time, so that the project progress can be updated in time. Therefore, the engineering terminal applications are mainly used by the construction terminals, before construction, a construction party applies for material getting at the engineering terminal applications, the engineering terminal applications respond to the material getting operation of the construction party, and data of the engineering materials correspondingly distributed to the construction party are obtained through interaction with a warehouse end platform and are managed and maintained. The construction side can conveniently inquire the currently available engineering materials on the application of the engineering terminal of the construction side, and can input construction data, such as the use data of the engineering materials, the current construction progress, the subsequent construction plan, the coordination information with other sides during construction, and the like.
In some embodiments of the application, the data processing server may receive data related to the project progress (taking a business daily report as an example) sent by multiple parties respectively, perform summary processing according to the received business daily report, and output the project progress daily report. Certainly, in order to improve the accuracy and reliability of the project progress daily report, the project progress daily report can be checked and corrected by the construction or supervision, data provided by multiple parties can be checked and corrected, and then the project progress daily report is output. For example, the data presentation platform can be deployed at a place where a worker is built and supervises, the worker can check the current project schedule daily report through the data presentation platform, if no problem exists, no additional processing can be performed, and if a problem exists, corresponding correction data can be input through the data presentation platform, and the project schedule daily report is edited and corrected on line, so that the reliability of the project schedule daily report is improved, and the communication correction cost can be reduced.
In some embodiments of the application, the data processing server screens out duplicate data in the construction data recorded by each engineering terminal application according to predetermined management standard data, extracts valid fields, and performs formatting processing to obtain processed data. In this way, it is helpful to form a project schedule daily report with rich content, no redundancy, and a standardized format. In the process of processing the data by the data processing server, a data analysis technology is used, and the data analysis technology can be specifically realized based on technical means such as a machine learning model and a decision tree.
More intuitively, some embodiments of the present application also provide a specific implementation in an application scenario, involving the following actions of the above-described system or parties. The precondition is that the system described above has been deployed.
And (3) receiving engineering materials from a warehouse of a mobile communication operator in a certain province and city by a goods receiving person of a constructor through the application of an engineering terminal, acquiring data of the first-hand engineering materials, and recording the data in the personal available materials.
When a field constructor of a constructor installs engineering materials, the field constructor fills a construction log by using an engineering terminal application according to the requirements of a mobile communication operator construction department, records the use data of the engineering materials, and takes pictures and files the materials.
A county construction supervisor and a supervision person collect and gather daily project progress data in a district, wherein construction side data are automatically imported by a project terminal application, and other business departments such as a design institute and an iron tower import data in a department progress EXCEL format into a data processing server by the construction supervision person.
The data processing server collects EXCEL format data imported by each party and field data collected by engineering terminal application, unified processing is carried out according to the business data management standard of a mobile communication operator, and the system forms consistent and effective engineering progress data by measures of automatically comparing repeated data, extracting effective fields and the like.
And the data presentation platform presents the processed project progress data at the front end of a webpage according to the requirement of a uniform format, and a municipal construction supervisor and a supervision person can finally output a project progress daily report after checking and correcting the project progress data through online tracking.
Based on this, some embodiments of the present application further provide a business process diagram related to the project progress daily report in an application scenario, as shown in fig. 2.
In fig. 2, each party involved in the project schedule daily report includes city construction, city supervision, design institute, network optimization, iron tower, transmission supervision, traffic and maintenance supervision, county and district construction, county and district supervision, construction team, and the like.
A municipal construction establishes a daily report template according to the project, the daily report template is issued to prefecture and county district units through city supervision, and the prefecture and county district supervision receives the daily report template; the county and district project construction or county and district supervision acquires a stage scale confirmation table from a design institute, acquires corresponding daily reports (an optimized daily report, an iron tower daily report, a transmission daily report, a traffic and maintenance daily report and the like) from a network optimization, an iron tower, the transmission supervision and the traffic and maintenance supervision, and acquires data of construction progress from a construction team by the county and district supervision; the county and district project construction or county and district supervision carries out screening and arrangement according to data provided by other parties and a daily newspaper template to obtain a county and district daily newspaper, and the county and district daily newspaper is sent to the city supervision; and (4) collecting daily reports of each county and district by the city supervision to obtain a total project progress daily report. The data streaming process of fig. 2 may be performed based on the communication engineering schedule management system described above.
Based on the same idea, some embodiments of the present application further provide a method, an apparatus, and a storage medium corresponding to the above system.
Some embodiments of the present application provide a method for managing a progress of a communication project based on data analysis, and a flow of the method is shown in fig. 3.
The flow in fig. 3 includes the following steps:
s300: managing raw data of the engineering material.
S302: and responding to the operation of a constructor, and inputting construction data of the engineering site.
S304: and according to a first preset strategy, performing data analysis processing on the input construction data to obtain processed data.
S306: and presenting the processed data at the front end according to a second preset strategy.
Further, it may also be performed: responding to the material getting operation of a construction party, obtaining data of engineering materials distributed to the construction party, and managing and maintaining the data; and the number of the first and second groups,
and responding to the construction data entry operation of a construction party, and recording the use data of the engineering materials.
After the processed data is presented on the front-end page, the following steps can be executed:
and receiving correction data recorded by the construction or supervision aiming at the processed data, and outputting a project progress daily report according to the processed data and the correction data.
Some embodiments of the present application provide a communication engineering progress management device based on data analysis, including:
at least one processor; and the number of the first and second groups,
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to enable the at least one processor to:
managing original data of engineering materials;
responding to the operation of a construction party, and inputting construction data of an engineering site;
according to a first preset strategy, performing data analysis processing on the input construction data to obtain processed data;
and presenting the processed data at the front end according to a second preset strategy.
Some embodiments of the present application provide a communication engineering progress management medium based on data analysis, the medium including a non-volatile computer storage medium storing computer-executable instructions configured to:
managing original data of engineering materials;
responding to the operation of a construction party, and inputting construction data of an engineering site;
according to a first preset strategy, performing data analysis processing on the input construction data to obtain processed data;
and presenting the processed data at the front end according to a second preset strategy.
The embodiments in the present application are described in a progressive manner, and the same and similar parts among the embodiments can be referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, the method, apparatus, and media embodiments are substantially similar to the system embodiments and therefore are described with relative ease, where relevant, with reference to the partial description of the system embodiments.
The method, the medium and the system provided by the embodiment of the application correspond to each other, so that the method, the equipment and the medium also have similar beneficial technical effects with the corresponding system.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a system, apparatus, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
The memory may include forms of volatile memory in a computer readable medium, Random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
The above description is only an example of the present application and is not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of the claims of the present application.
Claims (10)
1. A communication engineering progress management system based on data analysis is characterized by comprising a warehouse end platform, an engineering terminal application, a data processing server and a data presentation platform;
the warehouse end platform is used for managing the original data of the engineering materials;
the engineering terminal application is used for responding to the operation of a construction party and inputting construction data of an engineering site;
the data processing server is used for analyzing and processing the construction data input by the engineering terminal application according to a first preset strategy to obtain processed data;
and the data presentation platform presents the processed data at the front end according to a second preset strategy.
2. The system of claim 1, wherein the engineering terminal application, in response to a constructor's material pick-up operation, obtains data of engineering materials allocated to the constructor by interacting with the warehouse end platform and manages and maintains the same; and the number of the first and second groups,
and responding to the construction data entry operation of a constructor, and recording the use data of the engineering materials.
3. The system of claim 1, wherein the data presentation platform receives correction data entered by a worker or a supervisor for the processed data after presenting the processed data on a front-end page, and outputs a project progress daily report according to the processed data and the correction data.
4. The system of claim 3, wherein the data processing server receives service daily reports sent by the following parties respectively, and outputs the project progress daily report according to the service daily reports:
network optimization, iron tower, transmission supervision and cross-maintenance supervision.
5. The system according to claim 1, wherein the data processing server screens out duplicate data in the construction data recorded by each engineering terminal application according to predetermined management standard data, extracts valid fields, and performs formatting processing to obtain the processed data.
6. The system according to any one of claims 1 to 5, wherein the data processing server further processes engineering-related data provided by at least one of the following to obtain the processed data: construction, supervision, design yard, net excellence and iron tower.
7. A system according to any one of claims 1 to 5, wherein the project is a mobile communications project.
8. A communication engineering progress management method based on data analysis is characterized by comprising the following steps:
managing original data of engineering materials;
responding to the operation of a construction party, and inputting construction data of an engineering site;
according to a first preset strategy, performing data analysis processing on the input construction data to obtain processed data;
and presenting the processed data at the front end according to a second preset strategy.
9. The method of claim 8, wherein the method further comprises:
responding to a material getting operation of a construction party, obtaining data of engineering materials distributed to the construction party, and managing and maintaining the data; and the number of the first and second groups,
and responding to the construction data entry operation of a constructor, and recording the use data of the engineering materials.
10. The method of claim 8, wherein after rendering the processed data on a front-end page, the method further comprises:
and receiving correction data recorded by the worker for the processed data or supervising, and outputting a project progress daily report according to the processed data and the correction data.
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Application publication date: 20200428 |