CN115660602A - Software supervision system based on smart building site management cloud platform - Google Patents
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Abstract
The invention discloses a software supervision system based on a smart construction site management cloud platform, and relates to the technical field of software supervision systems. The intelligent monitoring system aims to solve the problems that intelligent building site software supervision cannot be implemented to people, the patrol period is long, real-time supervision on a building site is difficult to achieve, and a certain degree of supervision holes exist. A software supervision system based on a smart building site management cloud platform comprises a building site terminal management system, a software supervision platform and a three-party supervision system; the construction site terminal management system and the software supervision platform are remotely supervised by the three-party supervision system, a basic platform capable of managing a large amount of space data effectively and dynamically for a long time is established, the site construction current situation is comprehensively mastered, all-dimensional monitoring and global scheduling management of an intelligent construction site can be realized, management personnel and constructors can conveniently monitor and manage each other and self-manage through visual display, and construction efficiency and construction quality are improved.
Description
Technical Field
The invention relates to the technical field of software supervision systems, in particular to a software supervision system based on an intelligent construction site management cloud platform.
Background
The intelligent construction site is a brand-new engineering full life cycle management concept, and the intelligent earth concept is realized in the industry of the engineering field. For intelligent worksite management systems, there are related patents, such as application number: CN202110256246.5 discloses wisdom building site management system, the system includes mobile monitoring device and wisdom building site server, and mobile monitoring device places the entrance at the building site for gather the video information in the building site, wisdom building site server is handled the video information, accords with the regulation with the operation in the judgement building site. The application file realizes the omnibearing real-time supervision of a construction site through an informatization means and a video analysis and identification technology, and ensures the safe and orderly execution of construction operation; meanwhile, the work pressure of managers is reduced by an intelligent construction supervision means, and data support which can be traced under abnormal conditions and evaluated in the construction process is provided for the managers.
Although the above document solves the monitoring problem at the entrance and exit of the construction site, the following problems still exist in the practical use process:
1. the intelligent construction site software supervision cannot be implemented to people, the patrol period is long, the real-time supervision of the construction site is difficult to achieve, a certain degree of supervision loopholes exist, and the construction efficiency and the construction quality are reduced;
2. supervision range is incomplete among the prior art, lacks when can solving in real time that the workman is under construction safety supervision, safety action corrects, unable audio-visual show engineering progress, and managers can't audio-visual state to whole building site is known.
Disclosure of Invention
The invention aims to provide a software supervision system based on an intelligent construction site management cloud platform, which can remotely supervise a construction site terminal management system and the software supervision platform through a three-party supervision system, comprehensively master the construction site current situation, realize all-round monitoring and global scheduling management of an intelligent construction site and solve the problems in the background technology.
In order to achieve the purpose, the invention provides the following technical scheme:
a software supervision system based on a smart building site management cloud platform comprises a building site terminal management system, a software supervision platform and a three-party supervision system;
a worksite terminal management system for:
acquiring field equipment, field personnel information uploaded by a terminal platform and comprehensive data acquired by a mobile terminal, classifying according to the data source of the comprehensive data, and classifying and storing the comprehensive data based on the data type;
establishing a database corresponding to the data source, performing unified parameter adjustment on data types in the database, and determining that the data characteristics of each database and each extracted data belong to the same data type;
establishing a data model corresponding to the comprehensive data, inputting the comprehensive data into the data model according to the data types, and performing visual display;
a software supervision platform for:
acquiring positioning data corresponding to each field device from the construction site terminal management system, and acquiring basic information of personnel bound with each field device and positioning data of a mobile terminal bound with the basic information of the personnel;
establishing a construction site map model, carrying out real-time positioning supervision on each site device and staff according to the positioning data, simultaneously acquiring video monitoring data uploaded by a construction site, and carrying out visual display;
a three-party supervisory system for:
interacting with a construction site terminal management system and a software supervision platform, establishing an interaction channel with the construction site terminal management system and the software supervision platform, and establishing an interaction channel security protocol;
carrying out data supervision on the construction site terminal management system and the software supervision platform based on a secret protocol;
meanwhile, the system interacts with a government information system and a third-party information service system, and makes a corresponding supervision strategy based on government data provided by the government information system and the third-party information service system;
and accessing query type and transaction type applications of corresponding government departments to the construction site terminal management system and the software supervision platform.
Further, the worksite terminal management system comprises:
an employee user entry module to:
extracting personnel information in the comprehensive data respectively according to the data sources, inputting the personnel information into a personnel information base, and establishing a personnel information table;
retrieving associated information of the person from the aggregated data, the associated information including: staff basic data information, duty-on scheduling data information and comprehensive evaluation data information;
the construction progress visualization module is used for:
acquiring construction progress data actively uploaded by workers, and associating the construction progress data with a construction task;
acquiring a corresponding construction task process according to the construction progress data, and calling the associated information of the construction task, wherein the associated information comprises: construction task whole-course information, construction task historical progress data and construction task management personnel;
the construction task manager rechecks the construction progress data and confirms the construction progress data;
combining the confirmed construction progress data with the historical construction task progress data to form a corresponding relation in the current learning progress state;
and corresponding the historical progress data and the current construction progress data to determine a construction progress table.
Further, the construction site terminal management system further comprises:
a database management module to:
preprocessing the personnel data based on pre-stored information, establishing a corresponding personnel storage space, inputting the pre-stored information into the corresponding personnel storage space, and establishing a personnel information base;
establishing a time axis according to the data length of the construction tasks in the pre-stored information, and inputting the collected construction task data into the time axis to generate dynamic data;
extracting an initial position corresponding to each person from the dynamic data, determining the actual position of each initial position in the construction task, and storing the construction progress of the person;
and dividing the dynamic data into a plurality of unit data sections, respectively acquiring the moving position corresponding to each person in each unit data section, and updating and storing the construction progress of the person in real time.
Further, the software supervision platform comprises:
the data reading unit is used for reading the comprehensive data, determining the data type of the comprehensive data and extracting the positioning data in the comprehensive data;
the data matching unit is used for matching the associated information of each site device corresponding to the positioning data and matching the associated personnel information with the mobile terminal bound by the personnel;
the data modeling unit is used for acquiring site map data and site equipment data and determining task data of each site equipment based on site task data;
and the monitoring display unit is used for acquiring field video monitoring data, determining a monitoring range based on the monitoring terminal positioning data, and determining field equipment and mobile equipment in the monitoring range.
Further, a data modeling unit, comprising:
the system comprises a task creating module, a task creating module and a task creating module, wherein the task creating module is used for acquiring a project to be constructed, reading the project to be constructed and determining construction site construction task data of the project to be created, and the creating plan comprises the building type of the project to be created, building equipment of the building type and the number of target construction persons corresponding to the building equipment;
the model construction module is used for establishing a building site model, acquiring construction site construction task data, classifying the construction site construction task data based on a building model database, and matching the construction site construction task data with the building model data in the building model database one by one to obtain a matching result;
and inputting the building model into a building site model based on the matching result, identifying a current task node based on the construction site building node data, and displaying the task progress of the current building node data.
Further, the monitoring display unit comprises:
the video processing module is used for processing the monitoring video uploaded by the monitoring terminal, packaging the processed monitoring video based on positioning data to produce a data set and marking a label;
and the data preprocessing module is used for classifying the data set into a plurality of data packets, performing transient time sequence verification on each data, determining a completed data chain, eliminating redundant data and obtaining processed detection data.
Further, the video processing module comprises:
the format integration submodule is used for determining a standard data format of the monitoring video based on a standardized structure and carrying out data standardization on the monitoring video data;
and the data verification sub-module is used for acquiring the standardized monitoring data, randomly extracting data segments in the monitoring data, generating a sub-monitoring data group, extracting data identifiers in the sub-monitoring data group, matching the data identifiers with a preset identifier database, determining abnormal target data segments, and extracting abnormal monitoring data corresponding to the abnormal target data segments from the standardized monitoring data to remove.
Further, the data check submodule is further configured to:
acquiring coordinate characteristics of the standardized monitoring data and time characteristics of the time data, establishing a characteristic table, and inputting the coordinate characteristics and the time characteristics into the table to form a characteristic waveform;
respectively determining the coordinate rule and the time rule of the standard coordinate data and the standard time data based on the characteristic waveforms of the coordinate characteristic and the time characteristic;
and extracting data sections corresponding to abnormal coordinate data which do not meet the characteristic waveform from the standardized monitoring data and removing the data sections.
Compared with the prior art, the invention has the beneficial effects that:
1. the construction site terminal management system and the software supervision platform are remotely supervised through the three-party supervision system, technical means including Internet of things, online monitoring, network communication and building construction simulation are comprehensively applied, a basic platform capable of managing a large amount of space data effectively and dynamically for a long time is established, site construction current situation is comprehensively mastered, all-round monitoring and global scheduling management of an intelligent construction site can be achieved, through visual display, mutual supervision and monitoring and self-management of managers and constructors are facilitated, and construction efficiency and construction quality are improved.
2. The construction progress that passes through each construction equipment of building site terminal management system real-time supervision and corresponding constructor's position and initiative were uploaded judges the construction task, judges whether accomplish the construction task in planning, guarantees going on in order of construction progress, proposes construction operation analysis for the managers, reduces the emergence of abnormal conditions, improves building site safety, promotes the managerial efficiency, has effectively reduced managers's operating pressure, further judges for the managers and provides a large amount of data bases.
3. The construction site is modeled through the data modeling unit, the three-dimensional engineering model with high reality degree is obtained, the construction progress is obtained in real time, real-time display is carried out in the three-dimensional engineering model, all-dimensional real-time supervision of the construction site is realized through information means and video analysis and recognition technology, construction operation is guaranteed to be carried out safely and orderly, states and engineering progress in the whole construction site can be known more visually, management and application are facilitated, and convenience and operability of construction management are improved.
Drawings
FIG. 1 is an overall block diagram of the system of the present invention;
FIG. 2 is a block diagram of a worksite terminal management system of the present invention;
FIG. 3 is a block diagram of a software supervision platform of the present invention;
FIG. 4 is a block diagram of a data modeling unit of the present invention;
fig. 5 is a block diagram of a monitoring display unit according to 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.
In order to solve the technical problems that the traditional intelligent building site software supervision cannot be implemented to people, the patrol period is long, the real-time supervision of the building site is difficult to achieve, and a certain degree of supervision loopholes exist, please refer to fig. 1, the embodiment provides the following technical scheme:
a software supervision system based on a smart construction site management cloud platform comprises a construction site terminal management system, a software supervision platform and a three-party supervision system;
the construction site terminal management system is used for acquiring site equipment, site personnel information and comprehensive data acquired by the mobile terminal, which are uploaded by a terminal platform, classifying the site equipment, the site personnel information and the comprehensive data according to the data source of the comprehensive data, and classifying and storing the comprehensive data based on the data type; establishing a database corresponding to the data source, performing unified parameter adjustment on the data types in the database, and determining that the data characteristics of each database and each extracted data belong to the same data type; establishing a data model corresponding to the comprehensive data, inputting the comprehensive data into the data model according to the data types, and performing visual display;
the software supervision platform is used for acquiring positioning data corresponding to each site device from the construction site terminal management system, and acquiring basic information of personnel bound with each site device and positioning data of the mobile terminal bound with the basic information of the personnel; establishing a construction site map model, carrying out real-time positioning supervision on each site device and staff according to the positioning data, simultaneously acquiring video monitoring data uploaded by a construction site, and carrying out visual display;
the three-party supervision system is used for interacting with the construction site terminal management system and the software supervision platform, establishing an interaction channel with the construction site terminal management system and the software supervision platform and establishing an interaction channel privacy protocol; performing data supervision on the construction site terminal management system and the software supervision platform based on a secret protocol; meanwhile, the system interacts with a government information system and a third-party information service system, and makes a corresponding supervision strategy based on government data provided by the government information system and the third-party information service system; and accessing query type and handling type applications of corresponding government departments in a construction site terminal management system and a software supervision platform.
Specifically, the construction site terminal management system and the software supervision platform are remotely supervised through the three-party supervision system, technical means including the Internet of things, on-line monitoring, network communication and building construction simulation are comprehensively applied, a basic platform capable of managing a large amount of space data effectively and dynamically for a long time is established, the site construction current situation is comprehensively mastered, all-round monitoring and global scheduling management of an intelligent construction site can be achieved, through visual display, mutual supervision and monitoring and self-management of managers and constructors are facilitated, and the construction efficiency and the construction quality are improved.
In order to solve the technical problems that the supervision range is incomplete and the real-time safety supervision and safety behavior correction of workers during construction can be solved in real time in the prior art, please refer to fig. 2, the embodiment provides the following technical solutions:
a worksite terminal management system, comprising: the staff user input module is used for respectively extracting the personnel information in the comprehensive data according to the data source, inputting the personnel information into a personnel information base and establishing a personnel information table; retrieving associated information of the person from the aggregated data, the associated information including: employee basic data information, on-duty scheduling data information and comprehensive evaluation data information; the construction progress visualization module is used for acquiring construction progress data actively uploaded by workers and associating the construction progress data with a construction task; acquiring a corresponding construction task process according to the construction progress data, and calling the associated information of the construction task, wherein the associated information comprises: construction task whole-course information, construction task historical progress data and construction task management personnel; the construction task manager rechecks the construction progress data and confirms the construction progress data; combining the confirmed construction progress data with the historical construction task progress data to form a corresponding relation in the current learning progress state; determining a construction schedule by corresponding the historical progress data and the current construction progress data;
the database management module is used for preprocessing the personnel data based on the pre-stored information, establishing a corresponding personnel storage space, inputting the pre-stored information into the corresponding personnel storage space and establishing a personnel information base; establishing a time axis according to the data length of the construction tasks in the pre-stored information, and inputting the collected construction task data into the time axis to generate dynamic data; extracting an initial position corresponding to each person from the dynamic data, determining the actual position of each initial position in the construction task, and storing the construction progress of the person; and dividing the dynamic data into a plurality of unit data sections, respectively acquiring the moving position corresponding to each person in each unit data section, and updating and storing the construction progress of the person in real time.
Specifically, through the construction progress that each construction equipment of building site terminal management system real-time supervision and corresponding constructor's position and initiative were uploaded, judge the construction task, judge whether accomplish the construction task in the plan, the orderly of assurance construction progress goes on, propose construction operation analysis for the managers, reduce the emergence of abnormal conditions, improve building site safety, promote the managerial efficiency, effectively reduced managers's operating pressure, further judge for the managers and provide a large amount of data bases.
In order to solve the technical problems that the project progress cannot be visually displayed and the manager cannot visually know the state of the whole construction site in the prior art, please refer to fig. 3-4, the embodiment provides the following technical solutions:
a software supervision platform comprising: the data reading unit is used for reading the comprehensive data, determining the data type of the comprehensive data and extracting the positioning data in the comprehensive data; the data matching unit is used for matching the associated information of each site device corresponding to the positioning data and matching the associated personnel information with the mobile terminal bound by the personnel; the data modeling unit is used for acquiring site map data and site equipment data and determining task data of each site equipment based on site task data; the monitoring display unit is used for acquiring field video monitoring data, determining a monitoring range based on the positioning data of the monitoring terminal, and determining field equipment and mobile equipment in the monitoring range;
a data modeling unit comprising: the system comprises a task creating module, a task creating module and a task creating module, wherein the task creating module is used for acquiring a project to be constructed, reading the project to be constructed and determining construction site construction task data of the project to be created, and the creating plan comprises the building type of the project to be created, building equipment of the building type and the number of target construction persons corresponding to the building equipment; the model construction module is used for establishing a building site model, acquiring construction site construction task data, classifying the construction site construction task data based on a building model database, and matching the construction site construction task data with the building model data in the building model database one by one to obtain a matching result; and inputting the building model into a building site model based on the matching result, identifying a current task node based on the construction site building node data, and displaying the task progress of the current building node data.
Specifically, the construction site is modeled through the data modeling unit, the three-dimensional engineering model with high reality degree is obtained, the construction progress is obtained in real time, real-time display is carried out in the three-dimensional engineering model, all-dimensional real-time supervision of the construction site is realized through informatization means and video analysis and recognition technology, construction operation is guaranteed to be safe and orderly carried out, the state and the engineering progress in the whole construction site can be known more visually, management and application are facilitated, and convenience and operability of construction management are improved.
In order to solve the technical problems that a large amount of redundant data is transmitted in a network, repeated monitoring data with low value is continuously transmitted to a management node, system resources are wasted, and no practical significance is achieved, please refer to fig. 5, the following technical solutions are provided in this embodiment:
a monitoring display unit comprising: the video processing module is used for processing the monitoring video uploaded by the monitoring terminal, packaging the processed monitoring video based on positioning data to produce a data set and marking a label; the data preprocessing module is used for classifying the data set into a plurality of data packets, performing transient time sequence verification on each data, determining a completed data chain, eliminating redundant data and obtaining processed detection data;
a video processing module comprising: the format integration submodule is used for determining a standard data format of the monitoring video based on a standardized structure and carrying out data standardization on the monitoring video data; the data verification sub-module is used for acquiring the standardized monitoring data, randomly extracting data segments in the monitoring data, generating a sub-monitoring data set, extracting data identifiers in the sub-monitoring data set, matching the data identifiers with a preset identifier database, determining abnormal target data segments, and extracting abnormal monitoring data corresponding to the abnormal target data segments from the standardized monitoring data to remove;
acquiring coordinate characteristics of the standardized monitoring data and time characteristics of the time data, establishing a characteristic table, and inputting the coordinate characteristics and the time characteristics into the table to form a characteristic waveform; respectively determining the coordinate rule and the time rule of the standard coordinate data and the standard time data based on the characteristic waveforms of the coordinate characteristic and the time characteristic; and extracting data sections corresponding to abnormal coordinate data which do not meet the characteristic waveform from the standardized monitoring data and removing the data sections.
Specifically, remote video monitoring is realized through the monitoring display unit, the real-time performance of the monitoring video is guaranteed, redundant data in the monitoring data are eliminated, network resources occupied by the video monitoring are reduced, a higher operation space is provided for the whole operation of the system, the workload of network transmission is reduced, the redundant data are timely and rapidly found, and the accuracy and the consistency of the monitoring data are guaranteed.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered as the technical solutions and the inventive concepts of the present invention within the technical scope of the present invention.
Claims (8)
1. The utility model provides a software supervisory systems based on wisdom building site management cloud platform which characterized in that: the system comprises a construction site terminal management system, a software supervision platform and a three-party supervision system;
a worksite terminal management system for:
acquiring field equipment, field personnel information uploaded by a terminal platform and comprehensive data acquired by a mobile terminal, classifying according to the data source of the comprehensive data, and classifying and storing the comprehensive data based on the data type;
establishing a database corresponding to the data source, performing unified parameter adjustment on data types in the database, and determining that the data characteristics of each database and each extracted data belong to the same data type;
establishing a data model corresponding to the comprehensive data, inputting the comprehensive data into the data model according to the data types, and performing visual display;
a software supervision platform for:
acquiring positioning data corresponding to each site device from the site terminal management system, and acquiring basic information of personnel bound with each site device and positioning data of a mobile terminal bound with the basic information of the personnel;
establishing a construction site map model, carrying out real-time positioning supervision on each site device and staff according to the positioning data, simultaneously acquiring video monitoring data uploaded by a construction site, and carrying out visual display;
a three-party supervisory system for:
interacting with a construction site terminal management system and a software supervision platform, establishing an interaction channel with the construction site terminal management system and the software supervision platform, and establishing an interaction channel privacy protocol;
performing data supervision on the construction site terminal management system and the software supervision platform based on a secret protocol;
meanwhile, the system interacts with a government information system and a third-party information service system, and makes a corresponding supervision strategy based on government data provided by the government information system and the third-party information service system;
and accessing query type and transaction type applications of corresponding government departments to the construction site terminal management system and the software supervision platform.
2. The software supervision system based on the intelligent construction site management cloud platform as claimed in claim 1, characterized in that: a worksite terminal management system, comprising:
an employee user entry module to:
respectively extracting personnel information in the comprehensive data according to the data source, inputting the personnel information into a personnel information base, and establishing a personnel information table;
retrieving associated information of the person from the aggregated data, the associated information including: staff basic data information, duty-on scheduling data information and comprehensive evaluation data information;
the construction progress visualization module is used for:
acquiring construction progress data actively uploaded by workers, and associating the construction progress data with a construction task;
acquiring a corresponding construction task process according to the construction progress data, and calling the associated information of the construction task, wherein the associated information comprises: construction task whole-course information, construction task historical progress data and construction task management personnel;
the construction task manager rechecks the construction progress data and confirms the construction progress data;
combining the confirmed construction progress data with the historical construction task progress data to form a corresponding relation in the current learning progress state;
and corresponding the historical progress data and the current construction progress data to determine a construction progress table.
3. The software supervision system based on the intelligent construction site management cloud platform as claimed in claim 2, characterized in that: the building site terminal management system further comprises:
a database management module to:
preprocessing the personnel data based on pre-stored information, establishing a corresponding personnel storage space, inputting the pre-stored information into the corresponding personnel storage space, and establishing a personnel information base;
establishing a time axis according to the data length of the construction tasks in the pre-stored information, and inputting the collected construction task data into the time axis to generate dynamic data;
extracting an initial position corresponding to each person from the dynamic data, determining the actual position of each initial position in the construction task, and storing the construction progress of the person;
and dividing the dynamic data into a plurality of unit data sections, respectively acquiring the moving position corresponding to each person in each unit data section, and updating and storing the construction progress of the person in real time.
4. The software supervision system based on the intelligent construction site management cloud platform as claimed in claim 3, characterized in that: a software supervision platform comprising:
the data reading unit is used for reading the comprehensive data, determining the data type of the comprehensive data and extracting the positioning data in the comprehensive data;
the data matching unit is used for matching the associated information of each site device corresponding to the positioning data and matching the associated personnel information with the mobile terminal bound by the personnel;
the data modeling unit is used for acquiring site map data and site equipment data and determining task data of each site equipment based on site task data;
and the monitoring display unit is used for acquiring field video monitoring data, determining a monitoring range based on the monitoring terminal positioning data, and determining field equipment and mobile equipment in the monitoring range.
5. The intelligent worksite management cloud platform-based software supervision system according to claim 4, characterized in that: a data modeling unit comprising:
the system comprises a task creating module, a task creating module and a task creating module, wherein the task creating module is used for acquiring a project to be constructed, reading the project to be constructed and determining construction site construction task data of the project to be created, and the creating plan comprises the building type of the project to be created, building equipment of the building type and the number of target construction persons corresponding to the building equipment;
the model construction module is used for establishing a building site model, acquiring construction site construction task data, classifying the construction site construction task data based on a building model database, and matching the construction site construction task data with the building model data in the building model database one by one to obtain a matching result;
and inputting the building model into a building site model based on the matching result, identifying a current task node based on the construction site building node data, and displaying the task progress of the current building node data.
6. The intelligent worksite management cloud platform-based software supervision system according to claim 5, wherein: a monitoring display unit comprising:
the video processing module is used for processing the monitoring video uploaded by the monitoring terminal, packaging the processed monitoring video based on positioning data to produce a data set and marking a label;
and the data preprocessing module is used for classifying the data set into a plurality of data packets, performing transient time sequence verification on each data, determining a completed data chain, eliminating redundant data and obtaining processed detection data.
7. The intelligent worksite management cloud platform-based software supervision system according to claim 6, wherein: a video processing module comprising:
the format integration submodule is used for determining a standard data format of the monitoring video based on a standardized structure and carrying out data standardization on the monitoring video data;
and the data verification sub-module is used for acquiring the standardized monitoring data, randomly extracting data segments in the monitoring data, generating a sub-monitoring data group, extracting data identifiers in the sub-monitoring data group, matching the data identifiers with a preset identifier database, determining abnormal target data segments, and extracting abnormal monitoring data corresponding to the abnormal target data segments from the standardized monitoring data to remove.
8. The intelligent worksite management cloud platform-based software supervision system according to claim 7, wherein: the data check submodule is further used for:
acquiring coordinate characteristics of the standardized monitoring data and time characteristics of the time data, establishing a characteristic table, and inputting the coordinate characteristics and the time characteristics into the table to form a characteristic waveform;
respectively determining the coordinate rule and the time rule of the standard coordinate data and the standard time data based on the characteristic waveforms of the coordinate characteristic and the time characteristic;
and extracting data segments corresponding to abnormal coordinate data which do not meet the characteristic waveform from the standardized monitoring data and removing the data segments.
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CN117173613A (en) * | 2023-09-15 | 2023-12-05 | 中国铁路广州局集团有限公司 | Intelligent management system and method for whole process informatization of engineering construction project |
CN118411132A (en) * | 2024-07-03 | 2024-07-30 | 中国电子科技集团公司第十五研究所 | Office software monitoring method and system based on multidimensional data |
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CN117173613A (en) * | 2023-09-15 | 2023-12-05 | 中国铁路广州局集团有限公司 | Intelligent management system and method for whole process informatization of engineering construction project |
CN117173613B (en) * | 2023-09-15 | 2024-03-29 | 中国铁路广州局集团有限公司 | Intelligent management system and method for whole process informatization of engineering construction project |
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