CN117196547B - Design construction integrated platform design system based on digital full life cycle - Google Patents

Design construction integrated platform design system based on digital full life cycle Download PDF

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CN117196547B
CN117196547B CN202311461111.8A CN202311461111A CN117196547B CN 117196547 B CN117196547 B CN 117196547B CN 202311461111 A CN202311461111 A CN 202311461111A CN 117196547 B CN117196547 B CN 117196547B
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CN117196547A (en
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黄兰云
路冬梅
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Nantong Kangerjian Environmental Protection Technology Co ltd
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    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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Abstract

The invention discloses a design and construction integrated platform design system based on a digital full life cycle, and belongs to the technical field of digital design; by carrying out compatibility evaluation on the file data sent by the designer and constructor during each communication and communication, the validity of file data transmission can be timely and efficiently obtained; by carrying out statistics and processing calculation on all abnormal communication data between all designers and constructors to analyze and classify the overall communication state between all designers and constructors, reliable data support can be provided for dynamic training control of subsequent designers and constructors; the method and the device are used for solving the technical problems that in the existing scheme, monitoring analysis cannot be carried out on communication states among different types of personnel, and according to analysis results, targeted communication training control is carried out on the different types of personnel, so that the subsequent overall communication effect is poor and the overall process implementation effect is poor.

Description

Design construction integrated platform design system based on digital full life cycle
Technical Field
The invention relates to the technical field of digital design, in particular to a design and construction integrated platform design system based on a digital full life cycle.
Background
The digital full life cycle refers to the application of digital technology and solutions in the whole life cycle of a product, item or system, and the whole process from design, manufacture and operation to retirement is digitally managed and optimized; design and construction integrated platform design means that two links of design and construction are integrated on one platform, and through collaborative work and shared information, efficient close fit of design and construction is achieved, and engineering quality and efficiency are improved.
When the design scheme of the existing design and construction integrated platform is implemented, because the design links and the construction links are required to be tightly matched, designers and constructors are required to communicate frequently to cooperatively work, when communication between the designers and the constructors is abnormal, the effect of cooperative matching and the effect of process implementation can be affected, monitoring and analysis cannot be implemented on communication states between different types of personnel, and targeted communication training control is implemented on different types of personnel according to analysis results, so that the subsequent overall communication effect is poor and the overall process implementation effect is poor.
Disclosure of Invention
The invention aims to provide a design and construction integrated platform design system based on a digital full life cycle, which is used for solving the technical problems that in the prior art, monitoring and analysis cannot be implemented on communication states among different types of personnel, and targeted communication training control is implemented on the different types of personnel according to analysis results, so that the subsequent overall communication effect is poor and the overall process implementation effect is poor.
The aim of the invention can be achieved by the following technical scheme:
the design and construction integrated platform design system based on the digital full life cycle comprises a technical communication compatibility supervision module, a technical communication analysis module and a technical communication analysis module, wherein the technical communication compatibility supervision module is used for monitoring technical communication between a designer and a constructor and carrying out compatibility evaluation and management on technical communication data of monitoring statistics to obtain technical communication compatibility analysis data;
the technical communication efficiency supervision module is used for carrying out monitoring analysis on the overall communication abnormal condition between the designer and the constructor by combining all technical communication compatible analysis data, and carrying out targeted communication training control on the designer or constructor causing communication abnormality according to the analysis result; comprising the following steps:
when monitoring statistics is implemented on each communication and communication condition of a designer and a constructor, marking the time point when the designer and the constructor start to communicate and send data as starting time, marking the time point when the designer or the constructor receives the data to reply as reply time, acquiring reply interval duration of a single conversation according to the reply time and the starting time, and comparing the reply interval duration with a preset reply interval duration threshold when acquiring a single reply state according to the reply interval duration to obtain single conversation analysis data consisting of a reply normal label or a reply abnormal label and a third abnormal communication person;
in the monitoring period, respectively carrying out overall communication state analysis on all designers and constructors, respectively carrying out communication abnormal data statistics on all designers and constructors of different types of personnel, counting the total occurrence times of a first abnormal communication person and a second abnormal communication person and the total occurrence times of a third abnormal communication person in all technical communication compatible analysis data, and carrying out processing and calculation to obtain communication influence coefficients corresponding to the different types of personnel;
when the overall communication state of the corresponding type of personnel is analyzed according to the communication influence coefficient, the communication influence coefficient is compared with a preset communication influence threshold value, and an analysis result corresponding to the type of the designer and the type of the constructor, which are formed by the normal communication influence label or the abnormal communication influence label, is obtained and uploaded to a design supervision platform.
Preferably, technical communication between a designer and a constructor is monitored, and when file data transmission is carried out between the designer and the constructor, an audit signal is generated, and when compatibility evaluation is carried out on the file data transmission between the designer and the constructor according to the audit signal, a file format type and a file software version number corresponding to the transmitted file data are obtained and set as a first identification mark and a second identification mark respectively; the first signature and the second signature form technical communication data.
Preferably, when monitoring and counting technical communication data are subjected to monitoring evaluation, traversing and matching the first identification mark and the second identification mark with a received data format database corresponding to a receiving party of file data transmission to obtain technical communication compatibility analysis data consisting of a data transmission compatibility label, a first data transmission incompatibility label and a first abnormal communication person or a second data transmission incompatibility label and a second abnormal communication person, and uploading the technical communication compatibility analysis data to a design supervision platform.
Preferably, if the sample data format type which is the same as the first identification mark exists in the received data format database and the sample data software version number which is not smaller than the second identification mark exists, generating a data transmission compatible label;
if the sample data format type which is the same as the first identification mark exists in the received data format database and the sample data software version number which is not smaller than the second identification mark does not exist, generating a first data transmission incompatible tag, and marking a corresponding sender as a first abnormal communication person according to the first data transmission incompatible tag;
if the sample data format type which is the same as the first identification mark does not exist in the received data format database, generating a second data transmission incompatible tag, and marking the corresponding sender as a second abnormal communication person according to the second data transmission incompatible tag.
Preferably, when the file data transmission between the designer and the constructor is managed according to the technical communication compatibility analysis data, traversing the technical communication compatibility analysis data, and normally transmitting the file data transmitted by the sender to the receiver according to the data transmission compatibility label acquired by traversing;
intercepting file data sent by a sender according to the first data transmission incompatible tag or the second data transmission incompatible tag obtained through traversal, and generating an alarm prompt of file data version number specification or file data format type specification at the same time.
Preferably, if the reply interval duration is not greater than the reply interval duration threshold, generating a reply normal tag; if the reply interval time length is greater than the reply interval time length threshold, generating a reply abnormal label, and marking the corresponding person as a third abnormal communication person according to the reply abnormal label.
Preferably, the total number of occurrences of the first abnormal communication person and the second abnormal communication person is counted and marked as the first abnormal communication total number YZ and the second abnormal communication total number EZ, and the total number of occurrences of the third abnormal communication person is counted and marked as the third abnormal total number SZ;
extracting the numerical value of each item of marked data, and calculating and obtaining communication influence coefficients Gy corresponding to different types of personnel through a formula Gy=g1×YZ+g2×EZ+g3×SZ; wherein g1, g2 and g3 are all proportional coefficients greater than zero, and g3 < g1 < g2.
Preferably, if the communication influence coefficient is not greater than the communication influence threshold, judging that the overall communication state of the corresponding type of personnel is normal and generating a communication influence normal label;
if the communication influence coefficient is larger than the communication influence threshold, judging that the overall communication state of the corresponding type of personnel is abnormal and generating a communication influence abnormal label.
Preferably, when the designer or constructor causing the communication abnormality is subjected to targeted communication training control according to the analysis result, the analysis result corresponding to the designer type and the constructor type is traversed respectively, and communication training is performed on all the designer or constructors according to the communication influence abnormal label obtained through the traversal.
Compared with the prior art, the invention has the beneficial effects that:
according to the invention, through carrying out compatibility evaluation on the file data sent by the designer and the constructor during each communication and communication, the validity of file data transmission can be timely and efficiently obtained, and meanwhile, reliable local data support can be provided for the analysis of the overall abnormal communication state of the subsequent designer and constructor;
the communication influence coefficient is obtained by carrying out statistics and processing calculation on all abnormal communication data between all designers and constructors, and analysis and classification are carried out on the overall communication state between all designers and constructors according to the communication influence coefficient, so that modularized monitoring analysis on the overall communication state between the designers and constructors can be realized, and reliable data support can be provided for dynamic training control of subsequent designers and constructors;
according to the overall communication state types corresponding to the designer and constructor, the subsequent communication and communication corresponding to the abnormal personnel type is trained in a targeted manner, and the overall effect of personnel communication and communication training can be effectively improved, so that the accuracy and fluency of the subsequent designer and constructor communication can be improved, and the overall efficiency of the design and construction integrated platform design is improved in terms of personnel communication and communication.
Drawings
The invention is further described below with reference to the accompanying drawings.
FIG. 1 is a block diagram of a digital full life cycle based design and construction integrated platform design system according to the present invention.
FIG. 2 is a block flow diagram of a process for performing a monitoring evaluation of technical communication data of a monitoring statistic in accordance with the present invention.
FIG. 3 is a block flow diagram of the present invention for analyzing the overall communication status of different types of personnel.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which are obtained by persons skilled in the art without any inventive effort, are within the scope of the present invention based on the embodiments of the present invention.
As shown in fig. 1, the invention relates to a design and construction integrated platform design system based on a digital full life cycle, which comprises a technical communication compatible supervision module, a technical communication efficiency supervision module and a design supervision platform;
the technical communication compatibility supervision module is used for monitoring technical communication between a designer and a constructor, and carrying out compatibility evaluation and management on the technical communication data of the monitoring statistics to obtain technical communication compatibility analysis data; comprising the following steps:
monitoring technical communication between a designer and constructors, generating an auditing signal when the designer and constructors transmit file data, acquiring a file format type and a file software version number corresponding to the transmitted file data and setting the file format type and the file software version number as a first identification mark and a second identification mark respectively when compatibility evaluation is carried out on the file data transmission between the designer and constructors according to the auditing signal; the first identification mark and the second identification mark form technical communication data;
because designers and constructors work with different software and tools, the formats of the design file and the construction file may be inconsistent; a designer may use CAD software to generate a design drawing, while a constructor may need to parse and process the design file using BIM software or other specialized construction software; the compatibility problem between different file formats may cause that design information cannot be accurately transmitted and applied in the construction process, so that the overall efficiency and progress of communication are affected;
in the embodiment of the invention, the compatibility evaluation is implemented by acquiring the file format type and the file software version number corresponding to the transmitted file data, so that the accuracy and the rationality of the file data transmission application can be effectively improved;
as shown in fig. 2, when monitoring performance evaluation is performed on the technical communication data of the monitoring statistics, performing traversal matching on the first identification mark and the second identification mark and a received data format database corresponding to a receiving party of the file data transmission;
it should be noted that, the designer and constructor each have pre-built a corresponding received data format database, and the received data format database of the designer or constructor is composed according to all file format types supported by a plurality of office software in the daily work computer and corresponding office software version numbers;
when the format of the file data received by the designer or constructor is not preprocessed, or the office software version number of the receiver is lower than the file software version number, the file data cannot be normally opened, and the executable file format type and the file software version number corresponding to the file data are required to be further communicated and determined, so that the overall efficiency and the progress of communication and communication between the designer and constructor are affected;
if the sample data format type which is the same as the first identification mark exists in the received data format database and the sample data software version number which is not smaller than the second identification mark exists, judging that the sending behavior of a sender of file data transmission is effective and generating a data transmission compatible label;
if the sample data format type which is the same as the first identification mark exists in the received data format database and the sample data software version number which is not smaller than the second identification mark does not exist, judging that the transmission data of the sender of the file data transmission is invalid, generating a first data transmission incompatible tag, and marking the corresponding sender as a first abnormal communication person according to the first data transmission incompatible tag;
if the sample data format type which is the same as the first identification mark does not exist in the received data format database, judging that the sending behavior of a sender of the file data transmission is invalid, generating a second data transmission incompatible tag, and marking a corresponding sender as a second abnormal communication person according to the second data transmission incompatible tag;
the communication abnormal influence degree corresponding to the second data transmission incompatible tag is higher than the communication abnormal influence degree corresponding to the first data transmission incompatible tag;
the data transmission compatible label, the first data transmission incompatible label and the first abnormal communication person or the second data transmission incompatible label and the second abnormal communication person form technical communication compatible analysis data and upload the technical communication compatible analysis data to the design supervision platform;
when file data transmission between a designer and constructors is managed according to technical communication compatibility analysis data, traversing the technical communication compatibility analysis data, and normally transmitting file data transmitted by a sender to a receiver according to a data transmission compatibility label obtained by traversing;
wherein the sender is a designer or constructor; for example, when the sender is a designer, the receiver is a constructor;
intercepting file data sent by a sender according to the first data transmission incompatible tag or the second data transmission incompatible tag obtained through traversal, and generating an alarm prompt of file data version number specification or file data format type specification at the same time;
in the embodiment of the invention, the compatibility evaluation is carried out on the file data sent by the designer and the constructor in each communication and communication, so that the validity of file data transmission can be timely and efficiently obtained, and meanwhile, reliable local data support can be provided for the analysis of the overall abnormal communication state of the subsequent designer and constructor.
The technical communication efficiency supervision module is used for carrying out monitoring analysis on the overall communication abnormal condition between the designer and the constructor by combining all technical communication compatible analysis data, and carrying out targeted communication training control on the designer or constructor causing communication abnormality according to the analysis result; comprising the following steps:
when monitoring statistics is implemented on each communication and communication condition of the designer and the constructor, the time when the designer and the constructor start to communicate and send data is marked as starting time, and the time when the designer or the constructor receives the data to reply is marked as reply time;
wherein, the units of the starting time and the recovery time are accurate to seconds;
acquiring a reply interval duration of a single dialogue according to the reply time and the starting time, and comparing the reply interval duration with a preset reply interval duration threshold when acquiring a single reply state according to the reply interval duration; the reply interval duration threshold value can be the maximum reply interval duration in the historical communication exchange big data;
if the reply interval duration is not greater than the reply interval duration threshold, generating a reply normal label;
if the reply interval time length is greater than the reply interval time length threshold, generating a reply abnormal label, and marking the corresponding person as a third abnormal communication person according to the reply abnormal label; the normal label is replied or the abnormal label is replied to form single dialogue analysis data;
it should be noted that, the reply abnormal label indicates that the personnel corresponding to the received data do not reply the message in time in the working time, so as to influence the communication process and the subsequent implementation process of the design and construction integrated platform design;
in the monitoring period, the unit of the monitoring period is day, specifically may be 90 days, the overall communication state analysis is implemented for all designers and constructors respectively, and the communication abnormal data statistics of different types of personnel are implemented for all designers and constructors respectively, wherein all designers are classified as designer types, and all constructors are classified as constructor types;
as shown in fig. 3, the total number of occurrences of the first abnormal communication person and the second abnormal communication person is counted and marked as a first abnormal communication total number YZ and a second abnormal communication total number EZ, and the total number of occurrences of the third abnormal communication person is counted and marked as a third abnormal total number SZ;
extracting the numerical value of each item of marked data, and calculating and obtaining communication influence coefficients Gy corresponding to different types of personnel through a formula Gy=g1×YZ+g2×EZ+g3×SZ; wherein, g1, g2 and g3 are all proportional coefficients larger than zero, g3 is smaller than g1 and g2, and the proportional coefficients in the formula can be set by a person skilled in the art according to actual conditions, or a large amount of sample data are trained through the existing algorithm model and simulated through simulation software to obtain the sample data;
when analyzing the overall communication state of the corresponding type of personnel according to the communication influence coefficient, comparing and judging the communication influence coefficient with a preset communication influence threshold; the communication influence threshold is determined according to communication requirement parameters designed by the integrated platform;
if the communication influence coefficient is not greater than the communication influence threshold, judging that the overall communication state of the corresponding type of personnel is normal and generating a communication influence normal label;
if the communication influence coefficient is larger than the communication influence threshold, judging that the overall communication state of the corresponding type of personnel is abnormal and generating a communication influence abnormal label;
the communication influence normal label or the communication influence abnormal label forms an analysis result corresponding to the designer type and the constructor type and uploads the analysis result to the design supervision platform;
it should be noted that, the communication influence coefficient is obtained by carrying out statistics and processing calculation on all abnormal communication data between all designers and constructors, and analysis and classification are implemented on the overall communication state between all designers and constructors according to the communication influence coefficient, so that not only can the modularized monitoring analysis be implemented on the overall communication state between the designers and constructors be realized, but also reliable data support can be provided for dynamic training control of subsequent designers and constructors;
when the designer or constructor causing communication abnormality is subjected to targeted communication training control according to the analysis result, the analysis result corresponding to the designer type and the constructor type is traversed respectively, and communication training is carried out on all the designer or constructors according to the communication influence abnormal label obtained through the traversal.
According to the embodiment of the invention, the subsequent communication and communication of the corresponding abnormal personnel type is subjected to targeted training management control according to the corresponding overall communication state type of the designer and the constructor, so that the overall effect of personnel communication and communication training can be effectively improved, the accuracy and fluency of the subsequent communication and communication between the designer and the constructor can be improved, and the overall efficiency of designing and constructing the integrated platform design is improved from the aspect of personnel communication and communication.
In addition, the formulas related in the above are all formulas for removing dimensions and taking numerical calculation, and are one formula which is obtained by acquiring a large amount of data and performing software simulation through simulation software and is closest to the actual situation.
In the several embodiments provided by the present invention, it should be understood that the disclosed system may be implemented in other ways. For example, the above-described embodiments of the invention are merely illustrative, and for example, the division of modules is merely a logical function division, and other manners of division may be implemented in practice.
The modules illustrated as separate components may or may not be physically separate, and components shown as modules may or may not be physical modules, may be located in one place, or may be distributed over a plurality of network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional module in each embodiment of the present invention may be integrated into one processing module, or each module may exist alone physically, or two or more modules may be integrated into one module. The integrated modules may be implemented in hardware or in hardware plus software functional modules.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the essential characteristics thereof.
Finally, it should be noted that the above-mentioned embodiments are merely for illustrating the technical solution of the present invention and not for limiting the same, and although the present invention has been described in detail with reference to the preferred embodiments, it should be understood by those skilled in the art that modifications and equivalents may be made to the technical solution of the present invention without departing from the spirit and scope of the technical solution of the present invention.

Claims (3)

1. The design and construction integrated platform design system based on the digital full life cycle is characterized by comprising a technical communication compatibility supervision module, wherein the technical communication compatibility supervision module is used for monitoring technical communication between a designer and a constructor, and carrying out compatibility evaluation and management on technical communication data of monitoring statistics to obtain technical communication compatibility analysis data; comprising the following steps:
monitoring technical communication between a designer and constructors, generating an auditing signal when the designer and constructors transmit file data, acquiring a file format type and a file software version number corresponding to the transmitted file data and setting the file format type and the file software version number as a first identification mark and a second identification mark respectively when compatibility evaluation is carried out on the file data transmission between the designer and constructors according to the auditing signal; the first identification mark and the second identification mark form technical communication data;
when monitoring statistical technical communication data are subjected to monitoring performance evaluation, traversing and matching the first identification mark and the second identification mark with a received data format database corresponding to a receiving party of file data transmission to obtain technical communication compatibility analysis data consisting of a data transmission compatibility tag, a first data transmission incompatibility tag and a first abnormal communication person or a second data transmission incompatibility tag and a second abnormal communication person, and uploading the technical communication compatibility analysis data to a design supervision platform;
if the sample data format type which is the same as the first identification mark exists in the received data format database and the sample data software version number which is not smaller than the second identification mark exists, a data transmission compatible label is generated;
if the sample data format type which is the same as the first identification mark exists in the received data format database and the sample data software version number which is not smaller than the second identification mark does not exist, generating a first data transmission incompatible tag, and marking a corresponding sender as a first abnormal communication person according to the first data transmission incompatible tag;
if the sample data format type which is the same as the first identification mark does not exist in the received data format database, generating a second data transmission incompatible tag, and marking the corresponding sender as a second abnormal communication person according to the second data transmission incompatible tag;
when file data transmission between a designer and constructors is managed according to technical communication compatibility analysis data, traversing the technical communication compatibility analysis data, and normally transmitting file data transmitted by a sender to a receiver according to a data transmission compatibility label obtained by traversing;
intercepting file data sent by a sender according to the first data transmission incompatible tag or the second data transmission incompatible tag obtained through traversal, and generating an alarm prompt of file data version number specification or file data format type specification at the same time;
the technical communication efficiency supervision module is used for carrying out monitoring analysis on the overall communication abnormal condition between the designer and the constructor by combining all technical communication compatible analysis data, and carrying out targeted communication training control on the designer or constructor causing communication abnormality according to the analysis result; comprising the following steps:
when monitoring statistics is implemented on each communication and communication condition of a designer and a constructor, marking the time point when the designer and the constructor start to communicate and send data as starting time, marking the time point when the designer or the constructor receives the data to reply as reply time, acquiring reply interval duration of a single conversation according to the reply time and the starting time, and comparing the reply interval duration with a preset reply interval duration threshold when acquiring a single reply state according to the reply interval duration to obtain single conversation analysis data consisting of a reply normal label or a reply abnormal label and a third abnormal communication person;
if the reply interval duration is not greater than the reply interval duration threshold, generating a reply normal label; if the reply interval time length is greater than the reply interval time length threshold, generating a reply abnormal label, and marking the corresponding person as a third abnormal communication person according to the reply abnormal label;
in the monitoring period, respectively carrying out overall communication state analysis on all designers and constructors, respectively carrying out communication abnormal data statistics on all designers and constructors of different types of personnel, counting the total occurrence times of a first abnormal communication person and a second abnormal communication person and the total occurrence times of a third abnormal communication person in all technical communication compatible analysis data, and carrying out processing and calculation to obtain communication influence coefficients corresponding to the different types of personnel; counting the total times of the first abnormal communication personnel and the second abnormal communication personnel, marking the total times as a first abnormal communication total times YZ and a second abnormal communication total times EZ, counting the total times of the third abnormal communication personnel, and marking the total times as a third abnormal total times SZ;
extracting the numerical value of each item of marked data, and calculating and obtaining communication influence coefficients Gy corresponding to different types of personnel through a formula Gy=g1×YZ+g2×EZ+g3×SZ; wherein, g1, g2 and g3 are all proportional coefficients larger than zero, and g3 is smaller than g1 and smaller than g2;
when the overall communication state of the corresponding type of personnel is analyzed according to the communication influence coefficient, the communication influence coefficient is compared with a preset communication influence threshold value, and an analysis result corresponding to the type of the designer and the type of the constructor, which are formed by the normal communication influence label or the abnormal communication influence label, is obtained and uploaded to a design supervision platform.
2. The design and construction integrated platform design system based on the digital full life cycle according to claim 1, wherein if the communication influence coefficient is not greater than the communication influence threshold, judging that the overall communication state of the corresponding type of personnel is normal and generating a communication influence normal label;
if the communication influence coefficient is larger than the communication influence threshold, judging that the overall communication state of the corresponding type of personnel is abnormal and generating a communication influence abnormal label.
3. The integrated platform design system for design and construction based on the digital full life cycle according to claim 1, wherein when the designer or constructor causing the communication abnormality is subjected to targeted communication training control according to the analysis result, the analysis results corresponding to the designer type and the constructor type are traversed respectively, and communication training is performed on all the designer or constructors according to the communication influence abnormality label obtained by the traversal.
CN202311461111.8A 2023-11-06 2023-11-06 Design construction integrated platform design system based on digital full life cycle Active CN117196547B (en)

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CN114462825A (en) * 2022-01-18 2022-05-10 天津霆客计算机信息技术有限公司 Intelligent operation and maintenance system and method for industrial equipment
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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112836136A (en) * 2019-11-22 2021-05-25 腾讯科技(深圳)有限公司 Chat interface display method, device and equipment
CN113723919A (en) * 2021-08-26 2021-11-30 东方电气自动控制工程有限公司 Management system based on cloud platform
CN114462825A (en) * 2022-01-18 2022-05-10 天津霆客计算机信息技术有限公司 Intelligent operation and maintenance system and method for industrial equipment
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