CN114240074A - Distribution network concealed project acceptance management platform - Google Patents

Distribution network concealed project acceptance management platform Download PDF

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CN114240074A
CN114240074A CN202111412471.XA CN202111412471A CN114240074A CN 114240074 A CN114240074 A CN 114240074A CN 202111412471 A CN202111412471 A CN 202111412471A CN 114240074 A CN114240074 A CN 114240074A
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梁诚意
付尧
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Yangjiang Power Supply Bureau of Guangdong Power Grid Co Ltd
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Yangjiang Power Supply Bureau of Guangdong Power Grid Co Ltd
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Abstract

The invention relates to the technical field of engineering and building information, and discloses a distribution network concealed engineering acceptance management method, which comprises the following steps: s1, self-checking, wherein the construction unit needs to perform self-checking and self-evaluation; s2, self-checking, when the self-evaluation of the construction unit is qualified, submitting an acceptance check application to the construction and supervision unit, and simultaneously submitting a construction drawing; s3, checking the submitted data, wherein the submitted construction original record comprises engineering quality inspection, test, measurement, image, observation record, geology and other related technical data; s4, retest, when receiving the application of acceptance, the construction and supervision unit immediately organizes personnel to retest, check geological sketch and record, and examine reported data, quality certification and other data.

Description

Distribution network concealed project acceptance management platform
Technical Field
The invention relates to the technical field of engineering and building information, in particular to a distribution network concealed engineering acceptance management platform.
Background
The hidden project is the former project covered, wrapped and shielded by the subsequent process or project. The equipment and devices involved in the construction of the power distribution network are various in types, and the process is also complex. A plurality of hidden projects can occur in the construction process, and once quality problems occur in the hidden processes, large-scale reworking can be caused, so that great loss is caused, and even accidents are caused.
The problem of material reduction due to work stealing often occurs in the liquid hiding project. The cables at the hidden engineering position are often stacked seriously, reasonable wiring is not carried out, a plurality of cable wires are wound on an instrument, accumulated water often appears in a cable trench in severe weather, and the service life of the cables is greatly reduced. On the other hand, as the cable trench is difficult to maintain, a plurality of cables can be scratched and bent, so that the project quality in the region is difficult to reach the standard, the acceptance of the existing concealed project is purely performed manually, and under the condition, if the acceptance staff is not responsible, the working mood is not good or the specialty is not strong, the acceptance can be brought with great hidden trouble.
Therefore, a distribution network concealed project acceptance management platform is provided.
Disclosure of Invention
The invention mainly solves the technical problems in the prior art and provides a distribution network hidden project acceptance management platform.
In order to achieve the purpose, the invention adopts the following technical scheme that the acceptance management method for the distribution network hidden project comprises the following steps:
s1, self-checking, wherein the construction unit needs to perform self-checking and self-evaluation;
s2, self-checking, when the self-evaluation of the construction unit is qualified, submitting an acceptance check application to the construction and supervision unit, and simultaneously submitting a construction drawing;
s3, checking the submitted data, wherein the submitted construction original record comprises engineering quality inspection, test, measurement, image, observation record, geology and other related technical data;
s4, retesting, when receiving the acceptance application, the construction and supervision unit immediately organizes personnel to retest, check geological sketch and record, and examine the reported data and quality certification;
s5, checking and accepting on site, carrying out on-site inspection on the concealed project according to the appointed time informed in writing by a construction unit, and collecting image data on site by using a portable acquisition module;
s6, meeting the requirements of field acceptance staff, requiring that each unit staff for participation is present, and having different units for participation and acceptance according to the acceptance standard requirements and the importance of the project, wherein the units for participation and acceptance are different, for example, general concealed project acceptance is organized by a supervision organization, and a construction unit technical responsible person, a construction unit project technical responsible person, a quality inspector and a constructor participate;
s7, knocking the structure, and when any one group from S1 to S6 has problems, the construction unit is reformed, the detection is carried out from S1 again after reforming, and the last step is carried out after the detection is qualified;
and S8, when each step from S1 to S7 is qualified, the product is qualified and accepted.
Preferably, in S4, the retest includes four links, i.e., whether the checked and accepted parts are accurately filled, whether the related material proves that the test report meets the requirements of the specification, the integrity of the content of the reported material, and whether each person in charge of the construction unit in the reported material has signed completely.
Preferably, none of the four links in S4 can be omitted or complemented.
Preferably, in S5, when the acceptance is an important project, the important concealed project acceptance is managed by construction or supervision, and the responsible person in the organization of design, construction, operation management and quality supervision department is informed in written form to participate in the concealed project acceptance.
Preferably, in S5, the cable at the concealed work is detected comprehensively, and the detection includes winding of the cable and the instrument, cable arrangement distribution, whether the cable trench has accumulated water, and whether the outer wall surface of the cable at the cable trench has scratches or bends.
Join in marriage net and hide engineering and examine management platform system, including collection module, transmission module, the high in the clouds module, examine and accept analysis module, the database module, query module, personal terminal, quality inspection module and alarm module, collection module's input is connected with the transmission module input, transmission module's output is connected with the input of high in the clouds server, the high in the clouds server is connected with and examines and accept analysis module, it connects database module and module between to examine and accept analysis module, the database module is connected with query module, quality inspection module is connected with alarm module, personal terminal connects the database module respectively, query module, quality inspection module and alarm module.
Preferably, the acquisition module adopts a portable and low-cost intelligent image acquisition terminal.
Preferably, the images collected by the acquisition module include acceptance indexes of concealed engineering, burial depth, position, angle of engineering facilities, and whether the cable is sealed.
Preferably, the query module can query the historical data and report the historical data.
Preferably, the transmission module is an ethernet switch.
Advantageous effects
The invention provides a distribution network concealed project acceptance management platform. The method has the following beneficial effects:
(1) according to the concealed project acceptance management platform for the distribution network, the concealed project acceptance management platform avoids the traditional concealed project acceptance mode, develops a set of acceptance device platform based on artificial intelligence, solves the problem of lacuna and non-speciality of manpower acceptance, and brings qualitative leap for acceptance of concealed projects of the distribution network.
(2) This join in marriage net concealed engineering and accept management platform detects comprehensively through the cable to concealed engineering department, avoids concealed engineering to appear because the material is subtracted to the worker of stealing and leads to appearing that the cable often piles up comparatively, does not carry out reasonable winding displacement, and ponding often can appear in a lot of cable conductor winding instruments in the cable pit during bad weather, detects through comprehensive to the cable, improves the life of cable, improves the rate of standard of the engineering quality in the concealed area.
(3) According to the distribution network hidden project acceptance management platform, through the eight-step detection scheme, the method for checking the submitted materials on the line and the whole process under the line is combined, the hidden project is strictly checked in an all-round and dead-angle-free mode, the standard of hidden project acceptance is improved, and the project quality is improved.
(4) According to the distribution network hidden project acceptance management platform, through the arrangement of the hidden project acceptance management platform system, the platform of an artificial intelligent algorithm is used for replacing the traditional artificial acceptance, so that the problem that greater hidden danger is brought to acceptance under the conditions that acceptance workers are not responsible, work emotion is not good or professionality is not strong is avoided.
(5) This distribution network conceals project acceptance management platform, the picture of a large amount of distribution network facility identifications of phase collection, the construction database, the image recognition analysis algorithm to the facility identification design difference of difference, then utilize the algorithm to discern the construction facility identification of scene shooting and whether compare through accepting, constantly collect through systematization data, this system is accepted and is contrasted the check-up through big data, improves the all-round and the accuracy of accepting of this system.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below. It should be apparent that the drawings in the following description are merely exemplary, and that other embodiments can be derived from the drawings provided by those of ordinary skill in the art without inventive effort.
The structures, ratios, sizes, and the like shown in the present specification are only used for matching with the contents disclosed in the specification, so that those skilled in the art can understand and read the present invention, and do not limit the conditions for implementing the present invention, so that the present invention has no technical significance, and any structural modifications, changes in the ratio relationship, or adjustments of the sizes, without affecting the functions and purposes of the present invention, should still fall within the range covered by the contents disclosed in the present invention.
FIG. 1 is a flow chart of a distribution network covert project acceptance management method of the invention;
FIG. 2 is a schematic diagram of module connection of a distribution network covert project acceptance management platform system of the present invention;
FIG. 3 is a flow chart of the distribution network covert project acceptance management platform system of the present invention;
FIG. 4 is a flowchart of the Web terminal and the Android terminal of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, 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 invention.
Example (b): as shown in fig. 1-4, the acceptance management platform for the concealed project of the distribution network comprises the following steps:
s1, self-checking, wherein the construction unit needs to perform self-checking and self-evaluation;
s2, self-checking, when the self-evaluation of the construction unit is qualified, submitting an acceptance check application to the construction and supervision unit, and simultaneously submitting a construction drawing;
s3, checking the submitted data, wherein the submitted construction original record comprises engineering quality inspection, test, measurement, image, observation record, geology and other related technical data;
s4, retesting, when receiving the acceptance application, the construction and supervision unit immediately organizes personnel to retest, check geological sketch and record, and examine the reported data and quality certification;
s5, checking and accepting on site, carrying out on-site inspection on the concealed project according to the appointed time informed in writing by a construction unit, and collecting image data on site by using a portable acquisition module;
s6, meeting the requirements of field acceptance staff, requiring that each unit staff for participation is present, and having different units for participation and acceptance according to the acceptance standard requirements and the importance of the project, wherein the units for participation and acceptance are different, for example, general concealed project acceptance is organized by a supervision organization, and a construction unit technical responsible person, a construction unit project technical responsible person, a quality inspector and a constructor participate;
s7, knocking the structure, and when any one group from S1 to S6 has problems, the construction unit is reformed, the detection is carried out from S1 again after reforming, and the last step is carried out after the detection is qualified;
and S8, when each step from S1 to S7 is qualified, the product is qualified and accepted.
Join in marriage net and hide engineering and examine management platform system, including collection module, transmission module, the high in the clouds module, examine and accept analysis module, the database module, query module, personal terminal, quality inspection module and alarm module, collection module's input is connected with the transmission module input, transmission module's output is connected with the input of high in the clouds server, the high in the clouds server is connected with and examines and accept analysis module, it connects database module and module between to examine and accept analysis module, the database module is connected with query module, quality inspection module is connected with alarm module, personal terminal connects the database module respectively, query module, quality inspection module and alarm module.
The acquisition module adopts a portable and low-cost intelligent image acquisition terminal.
The image collected by the acquisition module comprises acceptance indexes of hidden projects, and whether the buried depth, position, angle and cable of the engineering facility are sealed.
The query module can query the historical data and report the historical data.
The transmission module is an Ethernet switch.
And compiling by using HTML and Java languages aiming at the Web end and the Android terminal, and carrying out structural design according to a construction process frame of the power distribution network to realize all-round control in the construction process. The method mainly comprises the following implementation steps:
building interfaces of a Web end and an Android terminal at first, and determining the integral structure of each button and each label; then, performing function test of the core algorithm, and strictly testing the function of the recognition algorithm to ensure the accuracy of the algorithm, wherein the recognition algorithm is trained and tested by using a Ubuntu system; after the function is realized, the algorithm is transplanted to a Web terminal and an Android terminal; and finally, testing the effectiveness of the recognition algorithm on a Web end and an Android terminal, and integrating and perfecting functions.
The working principle of the invention is as follows: the hidden project acceptance management platform avoids the traditional hidden project acceptance mode, develops a set of acceptance device platform based on artificial intelligence, solves the problem of lacked and unprofessional manpower acceptance, and brings qualitative leap for the acceptance of the distribution network hidden project.
The specific scheme is as follows, and is shown in combination with figure 3,
firstly, the invention aims to adopt a portable and low-cost intelligent image acquisition terminal to shoot concealed engineering equipment needing process acceptance in a close range so as to ensure the image quality.
And secondly, all the images are transmitted to an intelligent algorithm on-line analysis server through the Ethernet for recognition, analysis and data uploading. The identification object comprises the acceptance index of most of hidden projects, and comprises the following steps: depth of burial, position, angle, whether sealing, etc. If the identified parameter deviates from the allowable error value, an alarm is issued.
According to the development data management and display platform, the platform requires to shoot process pictures, the next process is allowed to enter after the comparison is qualified, and the platform displays the collected information data and the shot image pictures to the monitoring screen, so that the functions of abnormal process detection, historical data query and report checking are provided for workers.
The implementation process of intelligent identification and acceptance research of the facility identification of the power distribution network comprises the following steps: the method comprises the steps of collecting a large number of pictures of power distribution network facility identifications in the early stage, constructing a database, designing different image recognition and analysis algorithms for different facility identifications, recognizing the construction facility identifications shot on site by using the algorithms, and comparing whether the construction facility identifications pass acceptance or not. The specific implementation scheme is divided into the following three aspects:
1) firstly, the scheme adopts a handheld low-cost intelligent image acquisition terminal to shoot the position and the angle of the facility identification of the power distribution network in a close range, and the image quality is ensured.
2) Secondly, aiming at multiple candidate machine vision recognition algorithms, training and comparing the algorithms by utilizing the previously collected and marked facility identification images, selecting the algorithm suitable for power distribution network equipment identification recognition, and deploying.
3) And transmitting the field shot picture to an intelligent algorithm on-line analysis server through the Ethernet for recognition, analysis and data uploading. Its recognition object covers most of the facility identification. And finally, judging whether the identification result is required or not, providing a basis for acceptance and acceptance, and improving the detection accuracy of the equipment.
Example two: as shown in fig. 1-4, the acceptance management platform for the concealed project of the distribution network comprises the following steps:
s1, self-checking, wherein the construction unit needs to perform self-checking and self-evaluation;
s2, self-checking, when the self-evaluation of the construction unit is qualified, submitting an acceptance check application to the construction and supervision unit, and simultaneously submitting a construction drawing;
s3, checking the submitted data, wherein the submitted construction original record comprises engineering quality inspection, test, measurement, image, observation record, geology and other related technical data;
s4, retesting, when receiving the acceptance application, the construction and supervision unit immediately organizes personnel to retest, check geological sketch and record, and examine the reported data and quality certification;
s5, checking and accepting on site, carrying out on-site inspection on the concealed project according to the appointed time informed in writing by a construction unit, and collecting image data on site by using a portable acquisition module;
s6, meeting the requirements of field acceptance staff, requiring that each unit staff for participation is present, and having different units for participation and acceptance according to the acceptance standard requirements and the importance of the project, wherein the units for participation and acceptance are different, for example, general concealed project acceptance is organized by a supervision organization, and a construction unit technical responsible person, a construction unit project technical responsible person, a quality inspector and a constructor participate;
s7, knocking the structure, and when any one group from S1 to S6 has problems, the construction unit is reformed, the detection is carried out from S1 again after reforming, and the last step is carried out after the detection is qualified;
and S8, when each step from S1 to S7 is qualified, the product is qualified and accepted.
Preferably, in S4, the retest includes four links, i.e., whether the checked and accepted parts are accurately filled, whether the related material proves that the test report meets the requirements of the specification, the integrity of the content of the reported material, and whether each person in charge of the construction unit in the reported material has signed completely.
And four links in the S4 cannot be omitted or complemented.
In the step S5, when the acceptance project is an important project, the acceptance of the important concealed project is managed by construction or supervision, and the responsible personnel of the organization design, construction, operation management and quality supervision department are informed in advance in writing to participate in the acceptance of the concealed project.
In S5, the cable to concealing engineering department detects comprehensively, it includes cable conductor and instrument winding to detect, the cable winding displacement distributes, whether the cable pit has ponding and whether the cable pit department cable outer wall has the mar, the condition of buckling, detect comprehensively through the cable to concealing engineering department, avoid concealing engineering to appear because the material is subtracted to the steal worker and lead to appearing the cable often pile up comparatively, do not carry out reasonable winding displacement, many cable conductor winding instruments, ponding often can appear in the cable pit during bad weather, detect the cable through comprehensive, the life of improvement cable, improve the percent of standard of the engineering quality in the concealed area.
Join in marriage net and hide engineering and examine management platform system, including collection module, transmission module, the high in the clouds module, examine and accept analysis module, the database module, query module, personal terminal, quality inspection module and alarm module, collection module's input is connected with the transmission module input, transmission module's output is connected with the input of high in the clouds server, the high in the clouds server is connected with and examines and accept analysis module, it connects database module and module between to examine and accept analysis module, the database module is connected with query module, quality inspection module is connected with alarm module, personal terminal connects the database module respectively, query module, quality inspection module and alarm module.
The acquisition module adopts a portable and low-cost intelligent image acquisition terminal.
The image collected by the acquisition module comprises acceptance indexes of hidden projects, and whether the buried depth, position, angle and cable of the engineering facility are sealed.
The query module can query the historical data and report the historical data.
The transmission module is an Ethernet switch.
And compiling by using HTML and Java languages aiming at the Web end and the Android terminal, and carrying out structural design according to a construction process frame of the power distribution network to realize all-round control in the construction process. The method mainly comprises the following implementation steps:
building interfaces of a Web end and an Android terminal at first, and determining the integral structure of each button and each label; then, performing function test of the core algorithm, and strictly testing the function of the recognition algorithm to ensure the accuracy of the algorithm, wherein the recognition algorithm is trained and tested by using a Ubuntu system; after the function is realized, the algorithm is transplanted to a Web terminal and an Android terminal; and finally, testing the effectiveness of the recognition algorithm on a Web end and an Android terminal, and integrating and perfecting functions.
The working principle of the invention is as follows: the hidden project acceptance management platform avoids the traditional hidden project acceptance mode, develops a set of acceptance device platform based on artificial intelligence, solves the problem of lacked and unprofessional manpower acceptance, and brings qualitative leap for the acceptance of the distribution network hidden project.
The specific scheme is as follows, and is shown in combination with figure 3,
firstly, the invention aims to adopt a portable and low-cost intelligent image acquisition terminal to shoot concealed engineering equipment needing process acceptance in a close range so as to ensure the image quality.
And secondly, all the images are transmitted to an intelligent algorithm on-line analysis server through the Ethernet for recognition, analysis and data uploading. The identification object comprises the acceptance index of most of hidden projects, and comprises the following steps: depth of burial, position, angle, whether sealing, etc. If the identified parameter deviates from the allowable error value, an alarm is issued.
According to the development data management and display platform, the platform requires to shoot process pictures, the next process is allowed to enter after the comparison is qualified, and the platform displays the collected information data and the shot image pictures to the monitoring screen, so that the functions of abnormal process detection, historical data query and report checking are provided for workers.
The implementation process of intelligent identification and acceptance research of the facility identification of the power distribution network comprises the following steps: the method comprises the steps of collecting a large number of pictures of power distribution network facility identifications in the early stage, constructing a database, designing different image recognition and analysis algorithms for different facility identifications, recognizing the construction facility identifications shot on site by using the algorithms, and comparing whether the construction facility identifications pass acceptance or not. The specific implementation scheme is divided into the following three aspects:
1) firstly, the scheme adopts a handheld low-cost intelligent image acquisition terminal to shoot the position and the angle of the facility identification of the power distribution network in a close range, and the image quality is ensured.
2) Secondly, aiming at multiple candidate machine vision recognition algorithms, training and comparing the algorithms by utilizing the previously collected and marked facility identification images, selecting the algorithm suitable for power distribution network equipment identification recognition, and deploying.
3) And transmitting the field shot picture to an intelligent algorithm on-line analysis server through the Ethernet for recognition, analysis and data uploading. Its recognition object covers most of the facility identification. And finally, judging whether the identification result is required or not, providing a basis for acceptance and acceptance, and improving the detection accuracy of the equipment.
The foregoing shows and describes the general principles and broad features of the present invention and advantages thereof. It will be understood by those skilled in the art that the present invention is not limited to the embodiments described above, which are described in the specification and illustrated only to illustrate the principle of the present invention, but that various changes and modifications may be made therein without departing from the spirit and scope of the present invention, which fall within the scope of the invention as claimed. The scope of the invention is defined by the appended claims and equivalents thereof.

Claims (10)

1. The distribution network concealed project acceptance management method comprises the following steps, and is characterized in that:
s1, self-checking, wherein the construction unit needs to perform self-checking and self-evaluation;
s2, self-checking, when the self-evaluation of the construction unit is qualified, submitting an acceptance check application to the construction and supervision unit, and simultaneously submitting a construction drawing;
s3, checking the submitted data, wherein the submitted construction original record comprises engineering quality inspection, test, measurement, image, observation record, geology and other related technical data;
s4, retesting, when receiving the acceptance application, the construction and supervision unit immediately organizes personnel to retest, check geological sketch and record, and examine the reported data and quality certification;
s5, checking and accepting on site, carrying out on-site inspection on the concealed project according to the appointed time informed in writing by a construction unit, and collecting image data on site by using a portable acquisition module;
s6, meeting the requirements of field acceptance staff, requiring that each unit staff for participation is present, and having different units for participation and acceptance according to the acceptance standard requirements and the importance of the project, wherein the units for participation and acceptance are different, for example, general concealed project acceptance is organized by a supervision organization, and a construction unit technical responsible person, a construction unit project technical responsible person, a quality inspector and a constructor participate;
s7, knocking the structure, and when any one group from S1 to S6 has problems, the construction unit is reformed, the detection is carried out from S1 again after reforming, and the last step is carried out after the detection is qualified;
and S8, when each step from S1 to S7 is qualified, the product is qualified and accepted.
2. The distribution network covert project acceptance management method of claim 1, characterized in that: in S4, the retest includes four links, i.e., whether the checked and accepted parts are accurately filled, whether the relevant materials prove that the test report meets the standard requirements, the integrity of the content of the reported materials, and whether each responsible person of the construction unit in the reported materials has signed up.
3. The distribution network covert project acceptance management method of claim 1, characterized in that: and four links in the S4 cannot be omitted or complemented.
4. The distribution network covert project acceptance management method of claim 1, characterized in that: in the step S5, when the acceptance project is an important project, the acceptance of the important concealed project is managed by construction or supervision, and the responsible personnel of the organization design, construction, operation management and quality supervision department are informed in advance in writing to participate in the acceptance of the concealed project.
5. The distribution network covert project acceptance management method of claim 1, characterized in that: in S5, the cable at the hidden engineering position is comprehensively detected, and the detection includes the conditions that the cable is wound by a cable and an instrument, the cable is arranged in a flat manner and is distributed, whether the cable trench is provided with accumulated water or not, and whether the outer wall surface of the cable at the cable trench is scratched or bent or not.
6. Distribution network hidden project acceptance management platform system, its characterized in that: including collection module, transmission module, the high in the clouds module, check and accept analysis module, the database module, the query module, personal terminal, quality inspection module and alarm module, collection module's input is connected with the transmission module input, transmission module's output is connected with the input of high in the clouds server, the high in the clouds server is connected with checks and accepts analysis module, it connects database module and module between to check and accept analysis module, the database module is connected with query module, quality inspection module is connected with alarm module, personal terminal connects the database module respectively, the query module, quality inspection module and alarm module.
7. The distribution network covert project acceptance management platform system of claim 6, wherein: the acquisition module adopts a portable and low-cost intelligent image acquisition terminal.
8. The distribution network covert project acceptance management platform system of claim 6, wherein: the image collected by the acquisition module comprises acceptance indexes of hidden projects, and whether the buried depth, position, angle and cable of the engineering facility are sealed.
9. The distribution network covert project acceptance management platform system of claim 6, wherein: the query module can query the historical data and report the historical data.
10. The distribution network covert project acceptance management platform system of claim 6, wherein: the transmission module is an Ethernet switch.
CN202111412471.XA 2021-11-25 2021-11-25 Distribution network concealed project acceptance management platform Pending CN114240074A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115641030A (en) * 2022-12-23 2023-01-24 安徽省云鹏工程项目管理有限公司 Project inspection and acceptance system for project supervision
CN116402407A (en) * 2023-06-05 2023-07-07 山东四维卓识信息技术有限公司 Construction detection data management system and method based on Internet of things

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115641030A (en) * 2022-12-23 2023-01-24 安徽省云鹏工程项目管理有限公司 Project inspection and acceptance system for project supervision
CN116402407A (en) * 2023-06-05 2023-07-07 山东四维卓识信息技术有限公司 Construction detection data management system and method based on Internet of things
CN116402407B (en) * 2023-06-05 2023-09-08 山东四维卓识信息技术有限公司 Construction detection data management system and method based on Internet of things

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