CN113793079A - Engineering cost project management system and method based on big data - Google Patents

Engineering cost project management system and method based on big data Download PDF

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CN113793079A
CN113793079A CN202111365304.4A CN202111365304A CN113793079A CN 113793079 A CN113793079 A CN 113793079A CN 202111365304 A CN202111365304 A CN 202111365304A CN 113793079 A CN113793079 A CN 113793079A
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progress
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CN113793079B (en
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于杰
金常忠
倪广春
李闯
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Jiangxi Jiangzi Engineering Consulting Co ltd
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Jiehong Run An Engineering Consulting Co ltd
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Abstract

The invention discloses a project cost project management system and method based on big data.A cost site information acquisition module is used for acquiring dynamic information of materials in a construction site and feeding the information back to an engineer for reading; the construction progress analysis module is used for analyzing the construction progress according to the dynamic information of the materials used in the construction site and the dynamic information of the materials, and comparing the real-time construction progress with the construction progress information preset by an engineer to obtain a comparison result; and transmitting the information of the comparison result to an information adjusting module; the information adjusting module is used for adjusting the first construction price by an engineer according to the comparison result information and updating the first construction price to a second construction price, so that the worker can construct according to preset time, and the whole project can be delivered on time; the material library is used for managing material information; and determining the final construction price according to the construction progress, and ensuring the benefits of all parties.

Description

Engineering cost project management system and method based on big data
Technical Field
The invention relates to the technical field of data management, in particular to a project management system and method based on big data.
Background
The project cost is the construction price of a project, and all the cost is actually required for completing the construction of one project; the engineering specifically involves the following: investment estimation, design estimation, correction approximate calculation, construction drawing budget, project settlement, completion settlement and the like; the construction cost is extremely important for the start and completion of the project, wherein an engineer related to the construction cost industry needs to supervise a construction site in real time during the construction period, supervise whether the construction progress can be completed on time, inquire about the change of the construction site in time and make a record and plan in time so as to ensure that the construction can be smoothly carried out;
the types of materials purchased in the existing construction site are different from those on the pre-signed contract, and due to the different types of the materials, the quantity of the materials required to be consumed is different, and further the cost consumed is different; the buyer will get extra cost, and the use of the contradictory material types in the pre-signed contract will reduce the construction quality of the building; in order to improve the progress and quality of the entire construction site, it is necessary to improve the above-mentioned problems.
Disclosure of Invention
The invention aims to provide a project management system and method based on big data, which aims to solve the problems in the background technology.
In order to solve the technical problems, the invention provides the following technical scheme: a project cost project management system based on big data comprises a cost site information acquisition module, a construction progress analysis module, an information adjustment module and a material library;
the construction site information acquisition module is used for acquiring dynamic information of materials in a construction site and feeding the information back to an engineer for reading;
the construction progress analysis module is used for analyzing the construction progress according to the dynamic information of the materials used in the construction site and the dynamic information of the materials, and comparing the real-time construction progress with the construction progress information preset by an engineer to obtain a comparison result; and transmitting the information of the comparison result to an information adjusting module;
the information adjusting module is used for enabling an engineer to adjust the first construction price and update the first construction price to the second construction price according to the comparison result information, so that a worker can construct according to preset time, and the whole project can be delivered on time;
the materials library is used to manage materials information.
Furthermore, the construction cost site information acquisition module comprises a material information acquisition unit, a two-dimensional code information identification unit and an information comparison unit;
the material information acquisition unit is used for acquiring the material types and material specification information used in different construction projects described above;
the two-dimension code information identification unit is used for obtaining material information and residual material information which are used in different projects by scanning the two-dimension code and transmitting the material information to the information comparison unit;
the information comparison unit is used for acquiring the used material quantity in different engineering projects, analyzing the difference value information between the residual material quantity and the preset standard material quantity, and transmitting the difference value information to the construction progress analysis module; thereby analyzing whether the amount of the material used would cause an abnormality.
Further, the construction progress analysis module comprises a similar information comparison unit, a monitoring information acquisition unit, a path straight line generation unit, an included angle generation unit and an included angle comparison unit;
the similar information comparison unit is used for comparing the material type information used in the engineering project with the material type information on the corresponding invoice when the purchased material is received when the difference information is larger than the preset difference information to obtain a comparison result; and transmitting the result to an information adjusting module;
the monitoring information acquisition unit is used for starting monitoring installed in a construction site according to the comparison result and analyzing monitoring content in the monitoring video;
the path straight line generating unit is used for acquiring a first path and a second path formed when a worker passes through different end positions during working and conveying the paths to the included angle generating unit;
the included angle generating unit is used for generating a first path included angle and a second path included angle, wherein the first path included angle and the second path included angle are included angles formed when a worker turns through different position points;
the included angle comparison unit is used for comparing the generated first path included angle and the second path included angle with a preset first included angle and a preset second included angle to obtain an error range in the walking process of a worker.
Furthermore, the information adjusting module comprises a progress checking unit, an alarm prompting unit, a progress adjusting unit and a cost price updating unit;
the progress verification unit is used for verifying the current progress information and comparing the progress information with the standard progress information to obtain a progress result;
the alarm prompting unit is used for alarming and prompting when the error is detected when the progress is compared with the standard progress according to the current progress;
the progress adjusting unit is used for adjusting a time schedule of the working progress of workers and ensuring that the workers can finish construction before the standard progress;
and the construction price updating unit is used for adjusting the construction price according to the time of the work progress compared with the standard progress delay after the work progress of the worker is adjusted.
Further, the material library comprises a data storage unit, an information updating unit and a material use progress management unit;
the data storage unit is used for storing invoice data of the purchased materials;
the information updating unit is used for acquiring material progress information used in different projects and transmitting the information to the material use progress management unit;
the material use progress management unit is used for updating the use progress information and the residual material quantity information of the material;
a project management method based on big data, the project management method executes the following steps:
z01, acquiring material information required to be used in a construction project, wherein the information comprises material types, material quantities and material brands; scanning the two-dimensional code pasted in the item, and identifying the information of the two-dimensional code to obtain used material information and residual material information;
z02, acquiring the quantity of materials and the quantity of residual materials allocated to different projects in the material library, and analyzing the difference result between the quantity of the residual materials obtained by scanning the two-dimensional codes and the quantity of preset standard materials; if the difference result is detected to be larger than the preset difference, jumping to step Z03;
z03, acquiring the invoice information of the purchased material types published in the material library according to the comparison result, and comparing the invoice information with the material information used in the construction project to obtain an analysis result;
z04, according to the analysis result, monitoring and detecting a first path and a second path generated when the worker walks to different end points in the construction project, and generating a first path included angle and a second path included angle, wherein the first path included angle and the second path included angle are included angles formed when the worker turns through different position points; comparing the first path included angle and the second path included angle with a first path preset included angle and a second path preset included angle respectively to obtain a comparison result;
and Z05, adjusting the working progress of the worker according to the comparison result, and comparing the working progress with the preset standard progress to obtain the adjusted price.
In the step Z02-Z03, acquiring the purchased invoice information of the material types and the material type information obtained by scanning the two-dimensional codes in the construction project; the text features are picked up by the material type invoice information and the material type information obtained through the two-dimensional codes in a PCA dimension reduction mode, and text vectors are generated according to the text features; and using the character vector as a vector
Figure DEST_PATH_IMAGE001
Sum vector
Figure 687864DEST_PATH_IMAGE002
;
According to the formula：
Figure DEST_PATH_IMAGE003
；
If it is calculated to obtain
Figure 506915DEST_PATH_IMAGE004
Representing a literal vector
Figure DEST_PATH_IMAGE005
And the word vector
Figure 941439DEST_PATH_IMAGE002
The similarity in the same dimension is low, the information of the material types purchased on the invoice is different from the information of the material types described in the construction project, and the material types purchased on the invoice are replaced by non-specified material types; if it is calculated to obtain
Figure 917547DEST_PATH_IMAGE006
Representing a literal vector
Figure 841640DEST_PATH_IMAGE005
And the word vector
Figure 210305DEST_PATH_IMAGE002
The similarity in the same dimension is high, the information of the material types purchased on the invoice is the same as the information of the material types described on the two-dimensional code in the construction project, the material types purchased on the invoice are represented as the specified material types, and the path information of workers in monitoring is obtained and analyzed;
wherein:
Figure DEST_PATH_IMAGE007
refers to a character vector
Figure 182940DEST_PATH_IMAGE005
And the word vector
Figure 687871DEST_PATH_IMAGE002
A similarity value therebetween;
Figure 782866DEST_PATH_IMAGE008
refers to a character vector
Figure 606203DEST_PATH_IMAGE005
And the word vector
Figure 179267DEST_PATH_IMAGE002
The included angle between the two parts is included,
Figure DEST_PATH_IMAGE009
refers to a character vector
Figure 273125DEST_PATH_IMAGE005
The die of (a) is used,
Figure 539021DEST_PATH_IMAGE010
refers to a character vector
Figure 616698DEST_PATH_IMAGE002
The die of (1). In step Z04, if it is detected that the type of the material purchased on the invoice is the same as the type of the material displayed by the two-dimensional code in the construction project, acquiring work task set information of workers in the construction project, wherein the work task set information is represented by D = {1,2,3.i.. n-1, n }, and i and n are the number of workers; acquiring path information formed when an ith worker passes through different position points during working in a historical monitoring video, and generating a first path; when working in the historical monitoring video, the ith worker passes through the path information with the same starting point and different end points compared with the first path, and a second path is generated; obtaining the path position information of the ith worker in the current monitoring video, obtaining the fact that the ith worker reaches the terminal point after passing through m position points, and forming an included angle according to the connecting line of the m-1 th position point, the m-2 th position point and the m position point when the ith worker walks
Figure DEST_PATH_IMAGE011
；
Establishing a two-dimensional model, and acquiring coordinates of workers walking to different position points in real time to further acquire a distance K(m-1)(m-2)、K（m-2）m、K(m-1)mTo obtain the included angle
Figure 963759DEST_PATH_IMAGE012
Comprises the following steps:
according to the formula:
Figure DEST_PATH_IMAGE013
；
further obtain the included angle
Figure 646545DEST_PATH_IMAGE012
If the angle is detected, the included angle is obtained
Figure 817763DEST_PATH_IMAGE014
When the included angle is larger than the preset included angle of the first path and the preset included angle of the second path, and the stay times and the stay time of the ith worker at the terminal position are larger than the preset time and the stay times, the ith worker steals the material; if the angle of the ith worker stays at
Figure DEST_PATH_IMAGE015
When the material is stolen, the ith worker does not steal the material, and the walking path condition of the worker i +1 is checked;
wherein: k(m-1)(m-2)Is the distance between the m-1 th position point and the m-2 th position point, K（m-2）mIs the distance between the m-2 th position point and the m-th position point, K(m-1)mRefers to the distance between the m-1 st position point and the m-th position point,
Figure 851578DEST_PATH_IMAGE012
is referred to as K(m-1)(m-2)And K（m-2）mThe degree of the included angle between the two parts;
Figure 264980DEST_PATH_IMAGE016
it means that the first path is preset with an included angle,
Figure DEST_PATH_IMAGE017
the included angle is preset in the second path.
In step Z05, according to the comparison between the work progress of the worker in the current project and the original construction progress, the daily progress of the worker needs to be readjusted, the time consumed for the worker to buy the material again is T1, the number of days of rainfall is set to T2 in advance, the daily task completion time of the originally arranged worker is H1, and the daily task completion time of the current worker is H1+ H2;
and then the construction progress that obtains the workman and actually accomplish does:
W=（Toriginal source-T1-T2-T3）*(H1+H2)*V；
If the fact that the worker completes the construction progress is detected, a first construction price is obtained; if the fact that the worker does not finish the specified construction progress is detected, processing the first construction price to change the first construction price into a second construction price;
the second preset price is: f = Q- (P-W) × L;
wherein: t isOriginal sourceThe term is originally designated by the project, F is the second construction price, Q is the first construction price, P is the total construction progress which must be completed by the worker on the project, L is the price deduction coefficient, and T3 is the past term.
Compared with the prior art, the invention has the following beneficial effects:
by using the construction progress analysis module, when an engineer detects the construction progress delay, whether the material types purchased by the buyer are the same as the pre-signed material types or not can be ensured through public notice, the construction quality can be ensured through the method, and the construction can be smoothly carried out; the reasonable price of the construction cost is ensured; when the material type is not replaced, whether the material is stolen by a worker is analyzed, whether the worker steals the material is known by analyzing the walking path of the worker, whether the current phenomenon delays the construction progress is known according to the investigation result, and the construction quality is ensured;
when the information adjusting module is used for determining that the construction progress is delayed backwards, adjusting the working hours of workers in the construction site to ensure that the current construction progress can be caught up; and determining the final construction price according to the construction progress, and ensuring the benefits of all parties.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention. In the drawings:
FIG. 1 is a schematic diagram of steps of a big data based project management system and method of the present invention;
FIG. 2 is a schematic diagram of the module composition of a big data-based project management system and method.
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.
Referring to fig. 1-2, the present invention provides the following technical solutions:
a project cost project management system based on big data comprises a cost site information acquisition module, a construction progress analysis module, an information adjustment module and a material library;
the construction site information acquisition module is used for acquiring dynamic information of materials in a construction site and feeding the information back to an engineer for reading;
the construction progress analysis module is used for analyzing the construction progress according to the dynamic information of the materials used in the construction site and the dynamic system information of the materials, and comparing the real-time construction progress with the construction progress information preset by an engineer to obtain a comparison result; and transmitting the information of the comparison result to an information adjusting module;
the information adjusting module is used for adjusting the first construction price by an engineer according to the comparison result information and updating the first construction price to a second construction price, so that the worker can construct according to preset time, and the whole project can be delivered on time;
the materials library is used to manage material information.
Furthermore, the construction cost site information acquisition module comprises a material information acquisition unit, a two-dimensional code information identification unit and an information comparison unit;
the material information acquisition unit is used for acquiring the material types and the material specification information used in different construction projects described above;
the two-dimension code information identification unit is used for obtaining material information and residual material information which are used in different projects by scanning the two-dimension code and transmitting the material information to the information comparison unit;
the information comparison unit is used for acquiring the used material quantity in different engineering projects, analyzing the difference value information between the residual material quantity and the preset standard material quantity, and transmitting the difference value information to the construction progress analysis module; thereby analyzing whether the amount of the material used would cause an abnormality.
Further, the construction progress analysis module comprises a similar information comparison unit, a monitoring information acquisition unit, a path straight line generation unit, an included angle generation unit and an included angle comparison unit;
the similar information comparison unit is used for comparing the material type information used in the engineering project with the material type information on the corresponding invoice when the purchased material is received when the difference information is larger than the preset difference information to obtain a comparison result; and transmitting the result to an information adjusting module;
the monitoring information acquisition unit is used for starting monitoring installed in the construction site according to the comparison result and analyzing monitoring content in the monitoring video;
the path straight line generating unit is used for acquiring a first path and a second path formed when a worker passes through different end positions during working and conveying the paths to the included angle generating unit;
the included angle generating unit is used for generating a first path included angle and a second path included angle, wherein the first path included angle and the second path included angle are included angles formed when a worker turns through different position points;
the included angle comparison unit is used for comparing the generated first path included angle and the second path included angle with a preset first included angle and a preset second included angle to obtain an error range in the walking process of a worker.
Further, the information adjusting module comprises a progress checking unit, an alarm prompting unit, a progress adjusting unit and a cost price updating unit;
the progress verification unit is used for verifying the current progress information and comparing the progress information with the standard progress information to obtain a progress result;
the alarm prompting unit is used for alarming and prompting when the current progress is delayed and the error is detected when the progress is compared with the standard progress;
the progress adjusting unit is used for adjusting a time schedule of the working progress of workers and ensuring that the workers can finish construction before the standard progress;
and the construction price updating unit is used for adjusting the construction price according to the time of the work progress delayed from the standard progress after the work progress of the worker is adjusted.
Further, the material library comprises a data storage unit, an information updating unit and a material use progress management unit;
the data storage unit is used for storing invoice data of the purchased materials;
the information updating unit is used for acquiring material progress information used in different projects and transmitting the information to the material use progress management unit;
the material use progress management unit is used for updating the use progress information and the residual material quantity information of the material;
a project management method based on big data, the project management method executes the following steps:
z01, acquiring material information required to be used in the construction project, wherein the information comprises material types, material quantities and material brands; scanning the two-dimensional code pasted in the item, and identifying the information of the two-dimensional code to obtain used material information and residual material information;
z02, acquiring the quantity of materials and the quantity of residual materials allocated to different projects in the material library, and analyzing the difference result between the quantity of the residual materials obtained by scanning the two-dimensional codes and the quantity of preset standard materials; if the difference result is detected to be larger than the preset difference, jumping to step Z03;
z03, acquiring the invoice information of the purchased material types published in the material library according to the comparison result, and comparing the invoice information with the material information used in the construction project to obtain an analysis result;
z04, according to the analysis result, monitoring and detecting a first path and a second path generated when the worker walks to different end points in the construction project, and generating a first path included angle and a second path included angle, wherein the first path included angle and the second path included angle are included angles formed when the worker turns through different position points; comparing the first path included angle and the second path included angle with a first path preset included angle and a second path preset included angle respectively to obtain a comparison result;
and Z05, adjusting the working progress of the worker according to the comparison result, and comparing the working progress with the preset standard progress to obtain the adjusted price.
In the step Z02-Z03, acquiring the purchased invoice information of the material types and the material type information obtained by scanning the two-dimensional codes in the construction project; the text features are picked up by the material type invoice information and the material type information obtained through the two-dimensional codes in a PCA dimension reduction mode, and text vectors are generated according to the text features; and using the character vector as a vector
Figure 333430DEST_PATH_IMAGE001
Sum vector
Figure 675549DEST_PATH_IMAGE002
;
According to the formula:
Figure 727819DEST_PATH_IMAGE018
；
if it is calculated to obtain
Figure 180797DEST_PATH_IMAGE004
Representing a literal vector
Figure 900491DEST_PATH_IMAGE005
And the word vector
Figure 649398DEST_PATH_IMAGE002
The similarity in the same dimension is low, the information of the material types purchased on the invoice is different from the information of the material types described in the construction project, and the material types purchased on the invoice are replaced by non-specified material types; if it is calculated to obtain
Figure 188964DEST_PATH_IMAGE006
Representing a literal vector
Figure 711212DEST_PATH_IMAGE005
And the word vector
Figure 19834DEST_PATH_IMAGE002
The similarity in the same dimension is high, the information of the material types purchased on the invoice is the same as the information of the material types described on the two-dimensional code in the construction project, the material types purchased on the invoice are represented as the specified material types, and the path information of workers in monitoring is obtained and analyzed;
wherein:
Figure 969335DEST_PATH_IMAGE007
refers to a character vector
Figure 730618DEST_PATH_IMAGE005
And the word vector
Figure 790977DEST_PATH_IMAGE002
A similarity value therebetween;
Figure 452641DEST_PATH_IMAGE008
refers to a character vector
Figure 573043DEST_PATH_IMAGE005
And the word vector
Figure 821622DEST_PATH_IMAGE002
The included angle between the two parts is included,
Figure 685673DEST_PATH_IMAGE009
refers to a character vector
Figure 703308DEST_PATH_IMAGE005
The die of (a) is used,
Figure 994612DEST_PATH_IMAGE010
refers to a character vector
Figure 730486DEST_PATH_IMAGE002
The die of (1).
By setting up a formula
Figure DEST_PATH_IMAGE019
Whether the types of materials purchased by workers are the same as the set types can be analyzed, the workers can be guaranteed to carry out construction according to the content of the contract signed in advance, and the smooth construction is guaranteed; because the material type information on the invoice and the material type information obtained by scanning the two-dimensional code are in information with different dimensions, the character features are extracted by a dimension reduction method of PCA; the principal component analysis method of PCA is used, and as the principal component analysis method is the prior art, the principal component analysis method is not elaborated too much;
whether the material type is changed into other types or not is analyzed according to the comparison condition of the character vectors, and the change information of the material type is obtained in the process in a cosine similarity mode.
In step Z04, if it is detected that the type of the material purchased on the invoice is the same as the type of the material displayed by the two-dimensional code in the construction project, acquiring work task set information of workers in the construction project, wherein the work task set information is represented by D = {1,2,3.i.. n-1, n }, and i and n are the number of workers; acquiring path information formed when an ith worker passes through different position points during working in a historical monitoring video, and generating a first path; when working in the historical monitoring video, the ith worker passes through the path information with the same starting point and different end points compared with the first path, and a second path is generated; obtaining the current prison of the ith workerControlling the path position information in the video to obtain the fact that the ith worker reaches the terminal point after passing through m position points, and forming an included angle according to the connecting line of the m-1 th position point, the m-2 th position point and the m position point when the worker walks
Figure 837376DEST_PATH_IMAGE011
；
Establishing a two-dimensional model, and acquiring coordinates of workers walking to different position points in real time to further acquire a distance K(m-1)(m-2)、K（m-2）m、K(m-1)mTo obtain the included angle
Figure 709517DEST_PATH_IMAGE011
Comprises the following steps:
according to the formula:
Figure 437302DEST_PATH_IMAGE013
；
further obtain the included angle
Figure 660473DEST_PATH_IMAGE011
If the angle is detected, the included angle is obtained
Figure 866326DEST_PATH_IMAGE014
When the included angle is larger than the preset included angle of the first path and the preset included angle of the second path, and the stay times and the stay time of the ith worker at the terminal position are larger than the preset time and the stay times, the ith worker steals the material; if the angle of the ith worker stays at
Figure 858553DEST_PATH_IMAGE015
When the material is stolen, the ith worker does not steal the material, and the walking path condition of the worker i +1 is checked;
wherein: k(m-1)(m-2)Is the distance between the m-1 th position point and the m-2 th position point, K（m-2）mIs the distance between the m-2 th position point and the m-th position point, K(m-1)mRefers to the distance between the m-1 st position point and the m-th position point,
Figure 724615DEST_PATH_IMAGE012
is referred to as K(m-1)(m-2)And K（m-2）mThe degree of the included angle between the two parts;
Figure 435082DEST_PATH_IMAGE016
it means that the first path is preset with an included angle,
Figure 444627DEST_PATH_IMAGE017
the preset included angle of the second path is included;
when the worker works in the construction site, the working path of the worker is stable and unchangeable, for example: a worker starts from the position of the point A, goes to the position of the point B to mix cement, and distributes the mixed cement to the point C and the point A; if the task of mixing cement for the worker is completed, the worker can be arranged to complete other tasks, such as: the worker starts from the position A, goes to the position D to carry the steel wire, goes to the position E to carry out steel wire winding work and the like, the worker starts around the project, and the path does not change too much, so that the daily task of the worker can be analyzed in the above mode, whether the corresponding paths of the worker are matched or not is further analyzed, and the included angle between the position point and the position point can be obtained by going to a straight line formed by connecting lines at different positions if the working position point is not on the same straight line; if the included angle is detected to be larger than the preset degree, whether a worker steals the material can be distinguished until a result is obtained;
whether a worker steals the material can be easily and simply obtained through the method, if the worker steals the material is directly analyzed from monitoring, the method is very subjective, the result of whether the worker steals the material can be directly judged without knowing the daily task of the worker, and the judgment accuracy is not as good as that of the scheme of the application.
In step Z05, according to the comparison between the work progress of the worker in the current project and the original construction progress, the daily progress of the worker needs to be readjusted, the time consumed for the worker to buy the material again is T1, the number of days of rainfall is set to T2 in advance, the daily task completion time of the originally arranged worker is H1, and the daily task completion time of the current worker is H1+ H2;
and then the construction progress that obtains the workman and actually accomplish does:
W=（Toriginal source-T1-T2-T3）*(H1+H2)*V；
If the fact that the worker completes the construction progress is detected, a first construction price is obtained; if the fact that the worker does not finish the specified construction progress is detected, processing the first construction price to change the first construction price into a second construction price;
the second preset price is: f = Q- (P-W) × L;
wherein: t isOriginal sourceThe method comprises the following steps of A, F, P, L and T3, wherein the method refers to the originally specified period of a project, F refers to a second construction price, Q refers to a first construction price, P refers to the total construction progress amount which a worker has to complete on the project, L refers to a price deduction coefficient, and T3 refers to the past period;
the completion time limit and construction price of each project are determined before construction, and if the set time limit is exceeded, the construction price is rearranged, so that in the scheme of the application, an engineer knows that the time for workers to work needs to be immediately rearranged due to the theft of materials or the purchase error of the types of the materials, and the construction is not delayed and the quality of the construction is guaranteed.
Example 1: acquiring work task set information of workers in a construction project, wherein the work task set information is represented as D = {1,2,3 }; acquiring path information formed when a 1 st worker passes through different position points during working in a historical monitoring video, and generating a first path; when working in the historical monitoring video, the 1 st worker passes through the path information with the same starting point and different end points compared with the first path, and a second path is generated; obtaining the path position information of the 1 st worker in the current monitoring video, obtaining that the 1 st worker reaches the terminal point after passing through the 3 position points, and forming an included angle according to the connection line of the 2 nd position point, the 1 st position point and the 3 rd position point when the worker walks
Figure 25781DEST_PATH_IMAGE012
(ii) a Obtaining the coordinates of the worker at the 2 nd position point, the 1 st position point and the 3 rd position point as { (a)1,b1)、（a2,b2）、（a3,b3) H = { (1200,1600), (1450,1000), (1600,1150) }, detection of the first path presetThe included angle is 15 degrees, and the second preset included angle is 17.5 degrees
Establishing a two-dimensional model, and acquiring coordinates of workers walking to different position points in real time to further acquire a distance K(m-1)(m-2)、K（m-2）m、K(m-1)mObtaining the included angle of
Figure 95368DEST_PATH_IMAGE011
：
Calculating to obtain K(m-1)(m-2)=650;K（m-2）m=602;K(m-1)m=212;
Figure 27552DEST_PATH_IMAGE013
=19°；
And 19>17.5>15, and if the time and the number of times that the first worker stays at the specified position exceed the preset time and the preset number of times, the 1 st worker steals the material.
Example 2: comparing the work progress of a worker in the current project with the original construction progress, readjusting the daily progress of the worker, acquiring the time taken for the worker to buy materials again, wherein the time taken for the worker to buy the materials again is T1=1.5 days, the number of days of rainfall is preset to be T2=2 days, the daily task completion time of the originally scheduled worker is H1=8, the daily task completion time of the current worker is H1+ H2=8+2=10, and the construction coefficient of each day is 1.25; the preset construction progress is P =150
And then the construction progress that the workman needs to accomplish is:
W=（Toriginal source-T1-T2-T3）*(H1+H2)*V=106.25；
If 106.25<150 is detected, the first construction price is processed to become a second construction price;
the second preset price is: f = Q- (P-W) × L =170000- (150-106.25) × 250=159062.5;
wherein: t isOriginal sourceThe term is originally designated by the project, F is the second construction price, Q is the first construction price, P is the total construction progress which must be completed by the worker on the project, L is the price deduction coefficient, and T3 is the past term.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus.
Finally, it should be noted that: although the present invention has been described in detail with reference to the foregoing embodiments, it will be apparent to those skilled in the art that changes may be made in the embodiments and/or equivalents thereof without departing from the spirit and scope of the invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (9)

1. A project cost project management system based on big data is characterized in that: the engineering cost project management system comprises a cost site information acquisition module, a construction progress analysis module, an information adjustment module and a material library;
the construction site information acquisition module is used for acquiring dynamic information of materials in a construction site and feeding the information back to an engineer for reading;
the construction progress analysis module is used for analyzing the construction progress according to the dynamic information of the materials used in the construction site and the dynamic information of the materials, and comparing the real-time construction progress with the construction progress information preset by an engineer to obtain a comparison result; and transmitting the information of the comparison result to an information adjusting module;
the information adjusting module is used for enabling an engineer to adjust the first construction price and update the first construction price to the second construction price according to the comparison result information, so that a worker can construct according to preset time, and the whole project can be delivered on time;
the material library is used for managing material information;
the information adjusting module is connected with the construction site information obtaining module, the construction progress analyzing module and the material warehouse.
2. The big-data-based project management system according to claim 1, wherein: the construction site information acquisition module comprises a material information acquisition unit, a two-dimensional code information identification unit and an information comparison unit;
the material information acquisition unit is used for acquiring the material types and material specification information used in different construction projects described above;
the two-dimension code information identification unit is used for obtaining material information and residual material information which are used in different projects by scanning the two-dimension code and transmitting the material information to the information comparison unit;
the information comparison unit is used for acquiring the used material quantity in different engineering projects, analyzing the difference value information between the residual material quantity and the preset standard material quantity, and transmitting the difference value information to the construction progress analysis module; so as to analyze whether the used amount of the material generates an abnormality or not;
and the output end of the material information acquisition unit is connected with the input ends of the two-dimensional code information identification unit and the information comparison unit.
3. The big-data-based project management system according to claim 1, wherein: the construction progress analysis module comprises a similar information comparison unit, a monitoring information acquisition unit, a path straight line generation unit, an included angle generation unit and an included angle comparison unit;
the similar information comparison unit is used for comparing the material type information used in the engineering project with the material type information on the corresponding invoice when the purchased material is received when the difference information is larger than the preset difference information to obtain a comparison result; and transmitting the result to an information adjusting module;
the monitoring information acquisition unit is used for starting monitoring installed in a construction site according to the comparison result and analyzing monitoring content in the monitoring video;
the path straight line generating unit is used for acquiring a first path and a second path formed when a worker passes through different end positions during working and conveying the paths to the included angle generating unit;
the included angle generating unit is used for generating a first path included angle and a second path included angle, wherein the first path included angle and the second path included angle are included angles formed when a worker turns through different position points;
the included angle comparison unit is used for comparing the generated first path included angle and the second path included angle with a preset first included angle and a preset second included angle to obtain an error range in the walking process of a worker;
and the output end of the included angle comparison unit is connected with the input ends of the similar information comparison unit, the monitoring information acquisition unit, the path straight line generation unit and the included angle generation unit.
4. The big-data-based project management system according to claim 1, wherein: the information adjusting module comprises a progress checking unit, an alarm prompting unit, a progress adjusting unit and a cost price updating unit;
the progress verification unit is used for verifying the current progress information and comparing the progress information with the standard progress information to obtain a progress result;
the alarm prompting unit is used for alarming and prompting when the error is detected when the progress is compared with the standard progress according to the current progress;
the progress adjusting unit is used for adjusting a time schedule of the working progress of workers and ensuring that the workers can finish construction before the standard progress;
the construction price updating unit is used for adjusting construction price according to the time of the work progress delayed from the standard progress after the work progress of a worker is adjusted;
and the output end of the cost price adjusting unit is connected with the input ends of the progress verifying unit, the alarm prompting unit and the progress adjusting unit.
5. The big-data-based project management system according to claim 1, wherein: the material library comprises a data storage unit, an information updating unit and a material use progress management unit;
the data storage unit is used for storing invoice data of the purchased materials;
the information updating unit is used for acquiring material progress information used in different projects and transmitting the information to the material use progress management unit;
the material use progress management unit is used for updating the use progress information and the residual material quantity information of the material;
the output end of the material use progress management unit is connected with the input ends of the data storage unit and the information updating unit.
6. A project cost project management method based on big data is characterized in that: the engineering cost project management method comprises the following steps:
z01, acquiring material information required to be used in a construction project, wherein the information comprises material types, material quantities and material brands; scanning the two-dimensional code pasted in the item, and identifying the information of the two-dimensional code to obtain used material information and residual material information;
z02, acquiring the quantity of materials and the quantity of residual materials allocated to different projects in the material library, and analyzing the difference result between the quantity of the residual materials obtained by scanning the two-dimensional codes and the quantity of preset standard materials; if the difference result is detected to be larger than the preset difference, jumping to step Z03;
z03, acquiring the invoice information of the purchased material types published in the material library according to the comparison result, and comparing the invoice information with the material information used in the construction project to obtain an analysis result;
z04, according to the analysis result, monitoring and detecting a first path and a second path generated when the worker walks to different end points in the construction project, and generating a first path included angle and a second path included angle, wherein the first path included angle and the second path included angle are included angles formed when the worker turns through different position points; comparing the first path included angle and the second path included angle with a first path preset included angle and a second path preset included angle respectively to obtain a comparison result;
and Z05, adjusting the working progress of the worker according to the comparison result, and comparing the working progress with the preset standard progress to obtain the adjusted price.
7. The project cost project management method based on big data according to claim 6, characterized in that: in the step Z02-Z03, acquiring the purchased invoice information of the material types and the material type information obtained by scanning the two-dimensional codes in the construction project; the text features are picked up by the material type invoice information and the material type information obtained through the two-dimensional codes in a PCA dimension reduction mode, and text vectors are generated according to the text features; and using the character vector as a vector
Figure 280832DEST_PATH_IMAGE001
Sum vector
Figure 751128DEST_PATH_IMAGE002
;
According to the formula:
Figure 418869DEST_PATH_IMAGE003
；
if it is calculated to obtain
Figure 291011DEST_PATH_IMAGE004
Representing a literal vector
Figure 18795DEST_PATH_IMAGE005
And the word vector
Figure 200554DEST_PATH_IMAGE002
The similarity in the same dimension is low, the information of the material types purchased on the invoice is different from the information of the material types described in the construction project, and the material types purchased on the invoice are replaced by non-specified material types; if it is calculated to obtain
Figure 406407DEST_PATH_IMAGE006
Representing a literal vector
Figure 398634DEST_PATH_IMAGE005
And the word vector
Figure 297320DEST_PATH_IMAGE002
The similarity in the same dimension is high, the information of the material types purchased on the invoice is the same as the information of the material types described on the two-dimensional code in the construction project, the material types purchased on the invoice are represented as the specified material types, and the path information of workers in monitoring is obtained and analyzed;
wherein:
Figure 742208DEST_PATH_IMAGE007
refers to a character vector
Figure 486173DEST_PATH_IMAGE005
And the word vector
Figure 598485DEST_PATH_IMAGE002
A similarity value therebetween;
Figure 635449DEST_PATH_IMAGE008
refers to a character vector
Figure 833212DEST_PATH_IMAGE005
And the word vector
Figure 380868DEST_PATH_IMAGE002
The included angle between the two parts is included,
Figure 82108DEST_PATH_IMAGE009
refers to a character vector
Figure 791438DEST_PATH_IMAGE005
The die of (a) is used,
Figure 476497DEST_PATH_IMAGE010
refers to a character vector
Figure 827844DEST_PATH_IMAGE002
The die of (1).
8. The project cost project management method based on big data according to claim 6, characterized in that: in step Z04, if it is detected that the type of the material purchased on the invoice is the same as the type of the material displayed by the two-dimensional code in the construction project, acquiring work task set information of workers in the construction project, wherein the work task set information is represented by D = {1,2,3.i.. n-1, n }, and i and n are the number of workers; acquiring path information formed when an ith worker passes through different position points during working in a historical monitoring video, and generating a first path; when working in the historical monitoring video, the ith worker passes through the path information with the same starting point and different end points compared with the first path, and a second path is generated; obtaining the path position information of the ith worker in the current monitoring video, obtaining the fact that the ith worker reaches the terminal point after passing through m position points, and forming an included angle according to the connecting line of the m-1 th position point, the m-2 th position point and the m position point when the ith worker walks
Figure 150634DEST_PATH_IMAGE011
；
Establishing a two-dimensional model, and acquiring coordinates of workers walking to different position points in real time to further acquire a distance K(m-1)(m-2)、K（m-2）m、K(m-1)mTo obtain the included angle
Figure 562024DEST_PATH_IMAGE011
Comprises the following steps:
according to the formula:
Figure 468800DEST_PATH_IMAGE012
further obtain the included angle
Figure 92680DEST_PATH_IMAGE013
If the angle is detected, the included angle is obtained
Figure 34091DEST_PATH_IMAGE014
When the included angle is larger than the preset included angle of the first path and the preset included angle of the second path, and the stay times and the stay time of the ith worker at the terminal position are larger than the preset time and the stay times, the ith worker steals the material; if the angle of the ith worker stays at
Figure 350803DEST_PATH_IMAGE015
When the material is stolen, the ith worker does not steal the material, and the walking path condition of the worker i +1 is checked;
wherein: k(m-1)(m-2)Is the distance between the m-1 th position point and the m-2 th position point, K（m-2）mIs the distance between the m-2 th position point and the m-th position point, K(m-1)mRefers to the distance between the m-1 st position point and the m-th position point,
Figure 213717DEST_PATH_IMAGE016
is referred to as K(m-1)(m-2)And K（m-2）mThe degree of the included angle between the two parts;
Figure 405401DEST_PATH_IMAGE017
it means that the first path is preset with an included angle,
Figure 935740DEST_PATH_IMAGE018
the included angle is preset in the second path.
9. The project cost project management method based on big data according to claim 6, characterized in that: in step Z05, according to the comparison between the work progress of the worker in the current project and the original construction progress, the daily progress of the worker needs to be readjusted, the time consumed for the worker to buy the material again is T1, the number of days of rainfall is set to T2 in advance, the daily task completion time of the originally arranged worker is H1, and the daily task completion time of the current worker is H1+ H2;
and then the construction progress that obtains the workman and actually accomplish does:
W=（Toriginal source-T1-T2-T3）*(H1+H2)*V；
If the fact that the worker completes the construction progress is detected, a first construction price is obtained; if the fact that the worker does not finish the specified construction progress is detected, processing the first construction price to change the first construction price into a second construction price;
the second preset price is: f = Q- (P-W) × L;
wherein: t isOriginal sourceThe term is originally designated by the project, F is the second construction price, Q is the first construction price, P is the total construction progress which must be completed by the worker on the project, L is the price deduction coefficient, and T3 is the past term.
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