CN114511303B - Investigation result examination system, method and equipment - Google Patents
Investigation result examination system, method and equipment Download PDFInfo
- Publication number
- CN114511303B CN114511303B CN202210354008.2A CN202210354008A CN114511303B CN 114511303 B CN114511303 B CN 114511303B CN 202210354008 A CN202210354008 A CN 202210354008A CN 114511303 B CN114511303 B CN 114511303B
- Authority
- CN
- China
- Prior art keywords
- survey
- examination
- subsystem
- unit
- investigation
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
- 238000011835 investigation Methods 0.000 title claims description 60
- 238000000034 method Methods 0.000 title abstract description 25
- 238000012546 transfer Methods 0.000 claims abstract description 52
- 230000007246 mechanism Effects 0.000 claims abstract description 26
- 238000010276 construction Methods 0.000 claims abstract description 18
- 239000011159 matrix material Substances 0.000 claims description 59
- 230000003993 interaction Effects 0.000 claims description 40
- 238000004891 communication Methods 0.000 claims description 30
- 238000001514 detection method Methods 0.000 claims description 25
- 238000012552 review Methods 0.000 claims description 22
- 239000013598 vector Substances 0.000 claims description 18
- 238000000605 extraction Methods 0.000 claims description 17
- 238000004590 computer program Methods 0.000 claims description 15
- 230000009191 jumping Effects 0.000 claims description 12
- 238000004364 calculation method Methods 0.000 claims description 9
- 239000000126 substance Substances 0.000 claims description 5
- 230000017105 transposition Effects 0.000 claims description 3
- 230000008569 process Effects 0.000 abstract description 8
- 238000007726 management method Methods 0.000 description 16
- 230000006870 function Effects 0.000 description 12
- 238000010586 diagram Methods 0.000 description 10
- 230000009286 beneficial effect Effects 0.000 description 7
- 238000013461 design Methods 0.000 description 6
- 230000006835 compression Effects 0.000 description 4
- 238000007906 compression Methods 0.000 description 4
- 230000008520 organization Effects 0.000 description 4
- 238000012545 processing Methods 0.000 description 4
- 238000012550 audit Methods 0.000 description 2
- 239000000284 extract Substances 0.000 description 2
- 230000009467 reduction Effects 0.000 description 2
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 2
- 230000005540 biological transmission Effects 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
-
- Y—GENERAL 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
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
Abstract
The invention discloses a survey result examining system, a method and equipment, relating to the field of digital examination, comprising the following steps: the system comprises a construction unit subsystem, a file transfer subsystem, a survey unit subsystem, an image examination mechanism subsystem and a supervisor unit subsystem. The invention constructs four directions of a Unicom construction unit, an exploration unit, an examination mechanism and a director unit, and has an exploration result examination system for file comprehensive management, thereby realizing the whole-process exploration project management from entrusting to result reporting, recording and supervising the whole process of the exploration project at any time, and ensuring the accuracy and traceability of the exploration result examination.
Description
Technical Field
The invention relates to the field of digital examination, in particular to a survey result examination system, a method and equipment.
Background
The exploration is an indispensable key step in the engineering construction process and is also the most important link in the engineering construction. The accuracy and intuition of the exploration result directly relate to the smooth realization of important targets of safety, quality, progress and cost of engineering construction.
Currently, the examination work of the survey results has the following main problems:
1) the investigation of the survey results is basically offline review, offline review and offline modification, the process is time-consuming and labor-consuming, and the timeliness is low;
2) the subjectivity and the supervision of the examination process are high, errors and missed examination phenomena are inevitable, and whether the phenomenon of committing illegalities for personal gains occurs in the examination process cannot be guaranteed.
Disclosure of Invention
Aiming at the defects in the prior art, the survey result examination system, the method and the equipment provided by the invention solve the problems of low timeliness, large subjectivity and insufficient accuracy of the traditional offline survey result examination.
In order to achieve the purpose of the invention, the invention adopts the technical scheme that:
in a first aspect, a survey outcome review system, comprises: the system comprises a construction unit subsystem, a file transfer subsystem, a survey unit subsystem, an image examination mechanism subsystem and a supervisor unit subsystem;
the construction unit subsystem is in communication connection with the rotor system in the file, and is used for creating a survey commission according to interaction of workers of the construction unit, presenting the survey commission to the rotor system in the file, and acquiring an image examination result from the rotor system in the file;
the rotor system in the file is respectively in communication connection with the main unit subsystem, the investigation unit subsystem and the image examination mechanism subsystem, and is used for constructing file interaction of the main unit subsystem, the investigation unit subsystem and the image examination mechanism subsystem and generating log records;
the system comprises a file transfer subsystem, an investigation unit subsystem, a file transfer subsystem and a rotor subsystem, wherein the investigation unit subsystem is used for acquiring an investigation commission according to the interaction of the file transfer subsystem, dispatching an investigation task through the interaction with the staff of the investigation unit, storing an investigation result, and submitting the investigation result and the investigation report audit commission to the file transfer subsystem;
the image examination mechanism subsystem is used for acquiring examination entrusts and examination results of the examination reports according to the interaction of the file transfer subsystem, assigning image examination tasks through the interaction with workers of the image examination mechanism, storing image examination results and presenting the image examination results to the file transfer subsystem.
And the supervisor unit subsystem is used for inquiring the investigation project condition by traversing the log record of the file transfer subsystem according to the interaction of the staff of the supervisor unit.
The beneficial effects of the invention are as follows: the system has the advantages that the system is communicated with construction units, survey units, examination graph mechanisms and administrative units, and is provided with a survey result auditing system for file comprehensive management, on one hand, the system realizes the whole-process survey project management from delegation to result reporting, on the other hand, the whole-process record and the random supervision of the survey project are realized, and the accuracy and the traceability of survey result auditing are guaranteed.
Further, the reconnaissance unit subsystem comprises: the system comprises an investigation task management unit, an investigation report examination delegation generation unit and an investigation result storage unit;
the survey task management unit is respectively in communication connection with the file transfer subsystem, the survey report examination commission generation unit and the survey result storage unit, and is used for acquiring a survey commission according to the interaction of the rotor system in the file and allocating a survey task through the interaction with a survey unit worker;
the investigation report examination commission generating unit is also in communication connection with the file transfer subsystem and is used for generating an investigation report examination commission according to the interaction of the staff of the investigation unit and presenting the investigation report examination commission to the file transfer subsystem;
the survey result storage unit is also in communication connection with the file transfer subsystem and is used for storing the survey results and presenting the survey results to the file transfer subsystem according to the interaction of the staff of the survey unit.
The beneficial effects of the above further scheme are: the design of the functional units of the subsystem of the survey unit realizes the assignment, supervision and storage of survey results of a survey task, and simultaneously has the function of generating a survey report examination commission, so that the staff of the survey unit can conveniently initiate the examination commission to an examination organization.
Further, the reconnaissance unit subsystem comprises: the survey result automatic primary examination unit, the examination task management unit and the examination result storage unit;
the automatic survey result primary examination unit is respectively in communication connection with the file transfer subsystem and the examination picture task management unit and is used for receiving the survey results sent by the rotor system in the files and carrying out automatic primary examination on the survey results;
the image examination task management unit is also in communication connection with the file transfer subsystem and the image examination result storage unit respectively, and is used for acquiring an investigation report examination commission according to the interaction of the rotor system in the file, sending the initially examined investigation result to image examination mechanism workers and allocating an image examination task;
the image examination result storage unit is also in communication connection with the file transfer subsystem and is used for storing the image examination result according to the interaction of workers of the image examination mechanism and presenting the image examination result to the file transfer subsystem.
The beneficial effects of the above further scheme are: in order to reduce the burden of workers of the examination organization and guarantee the examination efficiency, the examination and drawing task management unit for receiving examination and consignment of the examination report and assigning the examination and drawing tasks is arranged, and the automatic primary examination unit for the examination results is also arranged to carry out unmanned fair primary examination on the examination results.
In a second aspect, a survey result review method includes the steps of:
s1, checking whether the files of the survey result are complete, if so, jumping to the step S2, and if not, jumping to the step S4;
s2, identifying whether the naming and format of each file of the survey result are standard, if so, jumping to the step S3, and if not, jumping to the step S4;
s3, classifying the survey result drawing files through the survey drawing classification detection model to obtain a classification result so as to finish primary examination;
and S4, generating and presenting the condition specification which is not qualified in the initial examination to the rotor system in the file.
The beneficial effects are as follows: the design of the automatic preliminary examination method for the exploration results not only realizes the unattended formal examination of all the files of the exploration results, but also ensures the complete and complete files and the standardization of naming and format; the survey drawings are classified, so that the follow-up manual review link is facilitated to assign the survey drawings to corresponding professional technicians for high-quality strict review.
Further, the survey drawing classification detection model comprises: the device comprises a feature extraction layer, a confidence coefficient operation layer and an output layer;
the input end of the characteristic extraction layer is used as the input end of the classification detection model of the investigation drawing, the output end of the characteristic extraction layer is in communication connection with the input end of the confidence coefficient operation layer and is used for extracting the characteristics of the investigation drawing to obtain a characteristic matrix of the investigation drawing;
the output end of the confidence coefficient operation layer is in communication connection with the input end of the output layer and is used for calculating the confidence coefficient of the feature matrix of the exploration drawing;
and the output end of the output layer is used as the output end of the classification detection model of the investigation drawing and is used for carrying out threshold judgment on the confidence coefficient to obtain the class detection result of the investigation drawing.
The beneficial effects of the above further scheme are: the classification detection model of the investigation drawing takes the confidence as an index, obtains a class detection Boolean type result of the investigation drawing through threshold judgment, and extracts effective information of the investigation drawing through the feature extraction layer, thereby effectively reducing the calculation amount of confidence solution.
Further, the feature extraction layer of the survey drawing classification detection model performs feature extraction, and the method comprises the following steps:
a1, storing the data of the survey drawing into a matrix
；
A2, mixing the matrix
Subtracting the mean value of the row vectors of the lines in which the elements are positioned from each other to obtain a matrix
；
A3, according to matrix
Solving for the first parameter byMatrix array
：
Wherein, the first and the second end of the pipe are connected with each other,
is a matrix
The number of columns of (a) is,
performing matrix transposition operation;
a4, calculating to obtain a first parameter matrix
All the characteristic values and the characteristic vector corresponding to each characteristic value;
a5, matching the first parameter matrix
The eigenvectors are arranged in rows from top to bottom according to the sizes of the corresponding eigenvalues, before taking
Constructing a second parameter matrix by using the line feature vectors
Wherein
Is a positive integer;
a6, obtaining a survey drawing feature matrix through calculation according to the following formula:
wherein, the first and the second end of the pipe are connected with each other,
is a characteristic matrix of the survey drawing.
The beneficial effects of the above further scheme are: the scheme is based on the matrix theory, and a second parameter matrix serving as a compression factor is constructed according to the mathematical principle that each eigenvector of the matrix is linearly independent
Performing dimensionality reduction compression on the reconnaissance drawing data, and extracting to obtain
Line of
The characteristic matrix of the column exploration drawing reserves important information data by using a matrix dimension which is smaller than the original image data.
Further, the confidence calculation layer for calculating the confidence of the feature matrix of the survey drawing comprises the following steps:
b1, 2 nd to 2 nd of feature matrix of survey drawing
The line elements are spliced in sequence after the first line element and converted into the dimension of
Surveying drawing feature vectors;
b2, calculating the confidence coefficient of the feature matrix of the survey drawing by the following formula:
wherein, the first and the second end of the pipe are connected with each other,
is a function of the inverse cosine of the,
in order to investigate the confidence level of the drawing feature matrix,
for investigating feature vectors of drawings
The number of the elements is one,
reference vector for survey drawing class number
And (4) each element.
The output layer transfer function of the survey drawing classification detection model is as follows:
wherein, the first and the second end of the pipe are connected with each other,
for the output layer transfer function of the survey drawing classification detection model,
is a confidence threshold.
The beneficial effects of the above further scheme are: the similarity between the survey drawing to be analyzed and the standard category survey drawing is quantized by the design of the confidence coefficient calculation method, the similarity between the survey drawing to be analyzed and the standard category survey drawing is higher when the confidence coefficient value is higher, and the standard of category judgment can be adjusted by adjusting the confidence coefficient threshold value so as to finish the category judgment of the survey drawing, namely the classification of Boolean types. In the specific implementation process, a plurality of different standard type survey drawings are set, corresponding standard vectors of the types of the survey drawings are prestored, and the scheme is reused, so that the complex classification of the survey drawings to be analyzed can be realized.
In a third aspect, a survey result review apparatus, comprising:
a memory for storing a computer program;
and the processor is used for realizing the survey result examination system when executing the computer program.
In a fourth aspect, a computer-readable storage medium has stored thereon a computer program which, when executed by a processor, implements the survey outcome review system described above.
Drawings
Fig. 1 is a structural diagram of a survey result examining system according to an embodiment of the present invention;
fig. 2 is a flowchart of a method for examining the results of an investigation according to an embodiment of the present invention;
fig. 3 is a structural diagram of an investigation result examining apparatus according to an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention is provided to facilitate the understanding of the present invention by those skilled in the art, but it should be understood that the present invention is not limited to the scope of the embodiments, and it will be apparent to those skilled in the art that various changes may be made without departing from the spirit and scope of the invention as defined and defined by the appended claims, and all changes that can be made by the invention using the inventive concept are intended to be protected.
In one embodiment of the present invention, as shown in fig. 1, a survey outcome review system comprises: the system comprises a construction unit subsystem, a file transfer subsystem, a survey unit subsystem, an image examination mechanism subsystem and a supervisor unit subsystem; the construction unit subsystem is in communication connection with the rotor system in the file, and is used for creating a survey commission according to interaction of workers of the construction unit, presenting the survey commission to the rotor system in the file, and acquiring an image examination result from the rotor system in the file; the rotor system in the file is respectively in communication connection with the main unit subsystem, the investigation unit subsystem and the image examination mechanism subsystem, and is used for constructing file interaction of the main unit subsystem, the investigation unit subsystem and the image examination mechanism subsystem and generating log records; the survey unit subsystem is used for acquiring a survey commission according to the interaction of the file transfer subsystem, dispatching a survey task through the interaction with the staff of the survey unit, storing a survey result and submitting the survey result and the survey report audit commission to the file transfer subsystem; the image examination mechanism subsystem is used for acquiring examination entrusts and examination results of the examination reports according to the interaction of the file transfer subsystem, assigning image examination tasks through the interaction with workers of the image examination mechanism, storing image examination results and presenting the image examination results to the file transfer subsystem. And the supervisor unit subsystem is used for inquiring the investigation project condition by traversing the log records of the file transfer subsystem according to the interaction of the staff of the supervisor unit.
The reconnaissance unit subsystem comprises: the system comprises an investigation task management unit, an investigation report examination delegation generation unit and an investigation result storage unit; the survey task management unit is respectively in communication connection with the file transfer subsystem, the survey report examination commission generation unit and the survey result storage unit, and is used for acquiring a survey commission according to the interaction of the rotor system in the file and allocating a survey task through the interaction with a survey unit worker; the reconnaissance report examination entrusting generation unit is also in communication connection with the file transfer subsystem and is used for generating a reconnaissance report examination entrust according to the interaction of the staff of the reconnaissance unit and submitting the reconnaissance report examination entrust to the file transfer subsystem; the reconnaissance result storage unit is also in communication connection with the file transfer subsystem and is used for storing the reconnaissance results according to the interaction of the staff of the reconnaissance unit and presenting the reconnaissance results to the file transfer subsystem.
The design of the functional units of the subsystem of the survey unit realizes the assignment, supervision and storage of survey tasks and has the function of generating a survey report examination commission, so that the workers of the survey unit can conveniently initiate the examination commission to the examination organization.
The reconnaissance unit subsystem comprises: the automatic survey result pre-examining unit, the examination task management unit and the examination result storage unit are arranged on the survey result storage unit; the automatic survey result primary examination unit is respectively in communication connection with the file transfer subsystem and the examination picture task management unit and is used for receiving the survey results sent by the rotor system in the files and carrying out automatic primary examination on the survey results; the image examination task management unit is also in communication connection with the file transfer subsystem and the image examination result storage unit respectively, and is used for acquiring an examination report examination commission according to the interaction of the rotor system in the file, sending the initially examined investigation result to image examination mechanism workers, and assigning an image examination task; the image examination result storage unit is also in communication connection with the file transfer subsystem and is used for storing the image examination result according to the interaction of workers of the image examination mechanism and presenting the image examination result to the file transfer subsystem.
In order to reduce the burden of workers of the examination organization and guarantee the examination efficiency, the examination and drawing task management unit for receiving examination and consignment of the examination report and assigning the examination and drawing tasks is arranged, and the automatic primary examination unit for the examination results is also arranged to carry out unmanned fair primary examination on the examination results.
As shown in fig. 2, when the automated preliminary review unit of the survey result of the embodiment of the present invention performs automated preliminary review on the survey result, a survey result review method is adopted, which includes the following steps:
s1, checking whether the files of the survey result are complete, if so, jumping to the step S2, and if not, jumping to the step S4;
s2, identifying whether the naming and format of each file of the survey result are standard, if so, jumping to the step S3, and if not, jumping to the step S4;
s3, classifying the survey result drawing files through the survey drawing classification detection model to obtain a classification result so as to finish primary examination;
and S4, generating and presenting the condition specification which is not up to the initial examination to the rotor system in the file.
In this embodiment, after receiving the specification of the condition that the preliminary examination does not reach the standard, the file transfer subsystem is issued to the subsystem of the surveying unit, and the subsystem of the surveying unit feeds the condition back to the staff of the surveying unit through human-computer interaction in time.
The design of the automatic preliminary examination method of the exploration results not only realizes the unattended form examination of each file of the exploration results, but also ensures the complete and complete files and the standardization of naming and format; the survey drawings are classified, so that the follow-up manual review link is facilitated to assign the survey drawings to corresponding professional technicians for high-quality strict review.
In this embodiment, the survey drawing classification detection model includes: the system comprises a feature extraction layer, a confidence coefficient operation layer and an output layer; the input end of the characteristic extraction layer is used as the input end of the classification detection model of the investigation drawing, the output end of the characteristic extraction layer is in communication connection with the input end of the confidence coefficient operation layer and is used for extracting the characteristics of the investigation drawing to obtain a characteristic matrix of the investigation drawing; the output end of the confidence coefficient operation layer is in communication connection with the input end of the output layer and is used for calculating the confidence coefficient of the characteristic matrix of the survey drawing; and the output end of the output layer is used as the output end of the classification detection model of the investigation drawing, and is used for carrying out threshold judgment on the confidence coefficient to obtain the class detection result of the investigation drawing.
The classification detection model of the exploration drawing takes the confidence as an index, obtains a class detection Boolean type result of the exploration drawing through threshold judgment, and extracts effective information of the exploration drawing through the feature extraction layer, so that the calculation amount of confidence solving is effectively reduced.
The characteristic extraction layer of the classification detection model of the exploration drawing carries out characteristic extraction, and the method comprises the following steps:
a1, storing the data of the survey drawing into a matrix
；
A2, mixing the matrix
Subtracting the mean value of the row vectors of the lines in which the elements are positioned from each other to obtain a matrix
；
A3, according to matrix
Solving the first parameter matrix by
：
Wherein the content of the first and second substances,
is a matrix
The number of columns of (a) is,
performing matrix transposition operation;
a4, calculating to obtain a first parameter matrix
All the characteristic values and the characteristic vector corresponding to each characteristic value;
a5, matching the first parameter matrix
The eigenvectors are arranged in rows from top to bottom according to the sizes of the corresponding eigenvalues, before taking
Constructing a second parameter matrix by using the line feature vectors
Wherein
Is a positive integer;
a6, obtaining a survey drawing feature matrix through calculation according to the following formula:
wherein the content of the first and second substances,
and (4) obtaining a feature matrix of the survey drawing.
The scheme is based on the matrix theory, and a second parameter matrix serving as a compression factor is constructed according to the mathematical principle that each eigenvector of the matrix is linearly independent
Performing dimensionality reduction compression on the reconnaissance drawing data, and extracting to obtain
Line for mobile communication terminal
The column exploration drawing feature matrix uses a matrix dimension smaller than the original image data to reserve important information data.
The confidence coefficient calculation layer for calculating the confidence coefficient of the feature matrix of the survey drawing comprises the following steps of:
b1, 2 nd to 2 nd of feature matrix of survey drawing
After row elements are spliced in sequence on the first row element, the row elements are converted into dimensions of
Surveying drawing feature vectors;
b2, calculating the confidence coefficient of the feature matrix of the survey drawing by the following formula:
wherein the content of the first and second substances,
is a function of the inverse cosine of the,
in order to investigate the confidence level of the drawing feature matrix,
for investigating feature vectors of drawings
The number of the elements is one,
reference vector for survey drawing class number
And (4) each element.
The output layer transmission function of the survey drawing classification detection model is as follows:
wherein, the first and the second end of the pipe are connected with each other,
to detect the output layer transfer function of the model for survey drawing classification,
is a confidence threshold.
The similarity degree between the survey drawing to be analyzed and the standard category survey drawing is quantized through the design of the confidence degree calculation method, the similarity degree between the survey drawing to be analyzed and the standard category survey drawing is higher when the confidence degree value is larger, and the standard of category judgment can be adjusted through adjusting the confidence degree threshold value so as to finish the category judgment of the survey drawing, namely the classification of Boolean types. In the specific implementation process, a plurality of different standard type survey drawings are set, corresponding survey drawing type standard vectors are prestored, and the scheme is reused, so that the complex classification of the survey drawings to be analyzed can be realized.
In this embodiment, four types of survey drawing category basis vectors of house construction engineering survey, underground engineering survey, water engineering survey and line engineering survey are prestored, a confidence operation layer and an output layer are called for four times to identify the categories of survey drawings, and five types of house construction engineering survey drawings, underground engineering survey drawings, water engineering survey drawings, line engineering survey drawings and other engineering survey drawings are classified.
As shown in fig. 3, an embodiment of the present invention further provides an investigation result examining apparatus, including:
a memory for storing a computer program;
and the processor is used for realizing the survey result examining system when executing the computer program.
The embodiment of the invention also provides a computer readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, the reconnaissance achievement auditing system is realized.
In conclusion, the invention constructs four directions of communicating construction units, survey units, examination mechanisms and administrative units, and has a survey result review system for file comprehensive management, thereby realizing the full-flow survey project management from entrusting to result reporting, recording and supervising the whole survey project at any time, and ensuring the accuracy and traceability of survey result review.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The principle and the implementation mode of the invention are explained by applying specific embodiments in the invention, and the description of the embodiments is only used for helping to understand the method and the core idea of the invention; meanwhile, for a person skilled in the art, according to the idea of the present invention, the specific embodiments and the application range may be changed, and in summary, the content of the present specification should not be construed as a limitation to the present invention.
It will be appreciated by those of ordinary skill in the art that the embodiments described herein are intended to assist the reader in understanding the principles of the invention and are to be construed as being without limitation to such specifically recited embodiments and examples. Those skilled in the art can make various other specific changes and combinations based on the teachings of the present invention without departing from the spirit of the invention, and these changes and combinations are within the scope of the invention.
Claims (5)
1. A survey outcome review system, comprising: the system comprises a construction unit subsystem, a file transfer subsystem, a survey unit subsystem, an image examination mechanism subsystem and a supervisor unit subsystem;
the construction unit subsystem is in communication connection with the rotor system in the file, and is used for creating a survey commission according to the interaction of workers of the construction unit, presenting the survey commission to the rotor system in the file, and acquiring an examination result from the rotor system in the file;
the rotor system in the file is respectively in communication connection with the main unit subsystem, the investigation unit subsystem and the image examination mechanism subsystem, and is used for constructing file interaction of the main unit subsystem, the investigation unit subsystem and the image examination mechanism subsystem and generating log records;
the survey unit subsystem is used for acquiring a survey commission according to the interaction of the file transfer subsystem, dispatching a survey task through the interaction with the staff of the survey unit, storing the survey result and submitting the survey result and a survey report examination commission to the file transfer subsystem;
the reconnaissance unit subsystem comprises: the system comprises an investigation task management unit, an investigation report examination delegation generation unit and an investigation result storage unit;
the survey task management unit is respectively in communication connection with the file transfer subsystem, the survey report examination commission generation unit and the survey result storage unit, and is used for acquiring a survey commission according to the interaction of the rotor system in the file and allocating a survey task through the interaction with a survey unit worker;
the reconnaissance report examination delegation generating unit is also in communication connection with the file transfer subsystem and is used for generating a reconnaissance report examination delegation according to the interaction of the staff of a reconnaissance unit and submitting the reconnaissance report examination delegation to the file transfer subsystem;
the survey result storage unit is also in communication connection with the file transfer subsystem and is used for storing the survey results and presenting the survey results to the file transfer subsystem according to the interaction of the staff of the survey unit;
the image examination mechanism subsystem is used for acquiring examination entrusts and examination results of the examination reports according to the interaction of the file transfer subsystem, assigning image examination tasks through the interaction with workers of the image examination mechanism, storing image examination results and presenting the image examination results to the file transfer subsystem;
the map reviewing mechanism subsystem comprises: the survey result automatic primary examination unit, the examination task management unit and the examination result storage unit;
the automatic survey result primary examination unit is respectively in communication connection with the file transfer subsystem and the examination picture task management unit and is used for receiving the survey results sent by the rotor system in the files and carrying out automatic primary examination on the survey results;
the image examination task management unit is also in communication connection with the file transfer subsystem and the image examination result storage unit respectively, and is used for acquiring an investigation report examination commission according to the interaction of the rotor system in the file, sending the initially examined investigation result to image examination mechanism workers and allocating an image examination task;
the image examination result storage unit is also in communication connection with the file transfer subsystem and is used for storing image examination results according to the interaction of workers of an image examination mechanism and presenting the image examination results to the file transfer subsystem;
the supervisor unit subsystem is used for inquiring the investigation project condition by traversing the log record of the file transfer subsystem according to the interaction of the supervisor unit staff;
further comprising the steps of:
s1, checking whether the files of the survey result are complete, if so, jumping to the step S2, and if not, jumping to the step S4;
s2, identifying whether the naming and format of each file of the survey result are standard, if so, jumping to the step S3, and if not, jumping to the step S4;
s3, classifying the survey result drawing files through the survey drawing classification detection model to obtain a classification result so as to finish primary examination;
and S4, generating and presenting the condition specification which is not qualified in the initial examination to the rotor system in the file.
2. The survey achievement review system of claim 1, wherein the survey drawing classification detection model comprises: the system comprises a feature extraction layer, a confidence coefficient operation layer and an output layer;
the input end of the characteristic extraction layer is used as the input end of the classification detection model of the investigation drawing, the output end of the characteristic extraction layer is in communication connection with the input end of the confidence coefficient operation layer and is used for extracting the characteristics of the investigation drawing to obtain a characteristic matrix of the investigation drawing;
the output end of the confidence coefficient operation layer is in communication connection with the input end of the output layer and is used for calculating the confidence coefficient of the feature matrix of the exploration drawing;
and the output end of the output layer is used as the output end of the classification detection model of the investigation drawing and is used for carrying out threshold judgment on the confidence coefficient to obtain the class detection result of the investigation drawing.
3. The survey achievement review system of claim 2, wherein the feature extraction layer of the survey drawing classification detection model performs feature extraction comprising the steps of:
a1, storing the data of the survey drawing into a matrix
；
A2, mixing the matrix
Subtracting the mean value of the row vectors of the lines in which the elements are positioned from each other to obtain a matrix
；
A3, according to matrix
Solving the first parameter matrix by
：
Wherein the content of the first and second substances,
is a matrix
The number of columns of (a) is,
performing matrix transposition operation;
a4, calculating to obtain a first parameter matrix
All the characteristic values and the characteristic vector corresponding to each characteristic value;
a5, matching the first parameter matrix
The eigenvectors are arranged in rows from top to bottom according to the sizes of the corresponding eigenvalues, before taking
Constructing a second parameter matrix by using the line feature vectors
Wherein
Is a positive integer;
a6, obtaining a survey drawing feature matrix through calculation according to the following formula:
wherein the content of the first and second substances,
and (4) obtaining a feature matrix of the survey drawing.
4. An investigation result review apparatus, comprising:
a memory for storing a computer program;
a processor for implementing the survey outcome review system of claim 1 when executing the computer program.
5. A computer-readable storage medium, having stored thereon a computer program which, when executed by a processor, implements the survey outcome review system of claim 1.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210354008.2A CN114511303B (en) | 2022-04-06 | 2022-04-06 | Investigation result examination system, method and equipment |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210354008.2A CN114511303B (en) | 2022-04-06 | 2022-04-06 | Investigation result examination system, method and equipment |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN114511303A CN114511303A (en) | 2022-05-17 |
| CN114511303B true CN114511303B (en) | 2022-07-22 |
Family
ID=81554646
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202210354008.2A Expired - Fee Related CN114511303B (en) | 2022-04-06 | 2022-04-06 | Investigation result examination system, method and equipment |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN114511303B (en) |
Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103530762A (en) * | 2013-09-23 | 2014-01-22 | 吉安市施工图设计文件审查中心 | Electronic examination system and examination method for construction drawing |
| CN106228340A (en) * | 2016-07-20 | 2016-12-14 | 贵州亿垒科技有限公司 | Construction drawing digitized auditing system |
| CN106779417A (en) * | 2016-12-20 | 2017-05-31 | 黄河勘测规划设计有限公司 | The collection of engineering investigation information digitalization, management and integrated application method |
| CN109146419A (en) * | 2018-08-17 | 2019-01-04 | 四川网道科技发展有限公司 | Drawing classification auditing system based on artificial intelligence |
| CN109635693A (en) * | 2018-12-03 | 2019-04-16 | 武汉烽火众智数字技术有限责任公司 | A kind of face image detection method and device |
| CN110096835A (en) * | 2019-05-14 | 2019-08-06 | 上海荷福人工智能科技（集团）有限公司 | A kind of arrangement and method for construction optimum management method based on artificial intelligence engineering design |
| CN110097335A (en) * | 2019-04-08 | 2019-08-06 | 广州市城市规划勘测设计研究院 | A kind of geotechnical engineering investigation informationization operating system and method |
| CN110378206A (en) * | 2019-06-10 | 2019-10-25 | 万翼科技有限公司 | A kind of intelligence Audit System and method |
| CN112733970A (en) * | 2021-03-31 | 2021-04-30 | 腾讯科技（深圳）有限公司 | Image classification model processing method, image classification method and device |
| CN112766931A (en) * | 2021-01-29 | 2021-05-07 | 北京城建勘测设计研究院有限责任公司 | Whole-process and interior and exterior integrated investigation production system and method |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102968693A (en) * | 2012-11-23 | 2013-03-13 | 国家电网公司 | Automatic survey and design management system |
| US9465801B2 (en) * | 2013-01-29 | 2016-10-11 | Transbit Technologies Software Private Limited | Method and system for automatic processing and management of technical digital documents and drawings |
| CN107818198A (en) * | 2017-09-27 | 2018-03-20 | 中建三局基础设施工程有限公司 | A kind of science of bridge building management platform based on BIM technology |
| CN110599116A (en) * | 2019-08-21 | 2019-12-20 | 福州万山电力咨询有限公司 | Power grid decentralized collaborative design method and system based on cloud data center |
| CN112381592A (en) * | 2020-12-04 | 2021-02-19 | 广东确正工程咨询有限公司 | Engineering cost management method |
-
2022
- 2022-04-06 CN CN202210354008.2A patent/CN114511303B/en not_active Expired - Fee Related
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103530762A (en) * | 2013-09-23 | 2014-01-22 | 吉安市施工图设计文件审查中心 | Electronic examination system and examination method for construction drawing |
| CN106228340A (en) * | 2016-07-20 | 2016-12-14 | 贵州亿垒科技有限公司 | Construction drawing digitized auditing system |
| CN106779417A (en) * | 2016-12-20 | 2017-05-31 | 黄河勘测规划设计有限公司 | The collection of engineering investigation information digitalization, management and integrated application method |
| CN109146419A (en) * | 2018-08-17 | 2019-01-04 | 四川网道科技发展有限公司 | Drawing classification auditing system based on artificial intelligence |
| CN109635693A (en) * | 2018-12-03 | 2019-04-16 | 武汉烽火众智数字技术有限责任公司 | A kind of face image detection method and device |
| CN110097335A (en) * | 2019-04-08 | 2019-08-06 | 广州市城市规划勘测设计研究院 | A kind of geotechnical engineering investigation informationization operating system and method |
| CN110096835A (en) * | 2019-05-14 | 2019-08-06 | 上海荷福人工智能科技（集团）有限公司 | A kind of arrangement and method for construction optimum management method based on artificial intelligence engineering design |
| CN110378206A (en) * | 2019-06-10 | 2019-10-25 | 万翼科技有限公司 | A kind of intelligence Audit System and method |
| CN112766931A (en) * | 2021-01-29 | 2021-05-07 | 北京城建勘测设计研究院有限责任公司 | Whole-process and interior and exterior integrated investigation production system and method |
| CN112733970A (en) * | 2021-03-31 | 2021-04-30 | 腾讯科技（深圳）有限公司 | Image classification model processing method, image classification method and device |
Non-Patent Citations (2)
| Title |
|---|
| 周长安.工程勘察质量信息化管理系统构建与实证研究——以重庆为例.《中国博士学位论文全文数据库 (工程科技Ⅱ辑)》.2022,(第2期), * |
| 工程勘察质量信息化管理系统构建与实证研究——以重庆为例;周长安;《中国博士学位论文全文数据库 (工程科技Ⅱ辑)》;20220215(第2期);正文第73-153页，图4.6，图4.7 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN114511303A (en) | 2022-05-17 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107193876B (en) | Missing data filling method based on nearest neighbor KNN algorithm | |
| CN107066382B (en) | Model-based spacecraft system automatic testing method | |
| CN107423181A (en) | The automated testing method and device of a kind of uniform storage device | |
| CN110162516B (en) | Data management method and system based on mass data processing | |
| CN113536081B (en) | Data center data management method and system based on artificial intelligence | |
| CN110503135B (en) | Deep learning model compression method and system for power equipment edge side recognition | |
| CN111127452A (en) | Container intelligent OCR recognition method based on cloud processing | |
| CN109409504A (en) | A kind of data processing method, device, computer and storage medium | |
| CN116132104A (en) | Intrusion detection method, system, equipment and medium based on improved CNN-LSTM | |
| CN112232426A (en) | Training method, device and equipment of target detection model and readable storage medium | |
| CN113454661A (en) | System and method for product failure cause analysis, computer readable medium | |
| CN111931809A (en) | Data processing method and device, storage medium and electronic equipment | |
| CN111428633A (en) | Voucher image processing method, device, equipment and medium | |
| CN114511303B (en) | Investigation result examination system, method and equipment | |
| CN113220597B (en) | Test method, test device, electronic equipment and storage medium | |
| CN108416151B (en) | Model-based intelligent design system for satellite measurement and control information flow and fault information rapid positioning method | |
| CN116468273A (en) | Customer risk identification method and device | |
| CN113779116B (en) | Object ordering method, related equipment and medium | |
| CN114782822A (en) | Method and device for detecting state of power equipment, electronic equipment and storage medium | |
| CN115422366A (en) | Fault knowledge map completion method, device, equipment and storage medium | |
| CN111400644B (en) | Calculation processing method for laboratory analysis sample | |
| Sahakyan et al. | A Computational Approach for Evaluating Steady-State Probabilities of a Multiprocessor Queueing System with a Waiting Time Restriction | |
| CN114067317A (en) | Method, device, electronic device and medium for detecting chromosome abnormal event | |
| DE102021129862A1 (en) | Method and device for identifying hardware performance count events for detecting and classifying malware or workload using artificial intelligence | |
| Tømmervåg et al. | Leveraging the competition: Robotic Process Automation (RPA) enabling competitive Small and Medium sized Auditing Firms |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant | ||
| CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20220722 |