CN113762782A

CN113762782A - Construction project supervision site efficiency improving method and device and mobile terminal

Info

Publication number: CN113762782A
Application number: CN202111061422.6A
Authority: CN
Inventors: 龚平; 卢智军; 崔昊; 蔡杰; 王玉
Original assignee: China Utone Construction Consulting Co ltd
Current assignee: China Utone Construction Consulting Co ltd
Priority date: 2021-09-10
Filing date: 2021-09-10
Publication date: 2021-12-07

Abstract

The scheme relates to a construction project supervision field efficiency improving method. The method comprises the following steps: the main control equipment collects supervision task data, divides the supervision task data into each supervision task through a project automatic decomposition algorithm, and sends the supervision task data to each mobile terminal; the mobile terminal collects the inspection image and sends the inspection image to the intelligent analysis equipment; the intelligent analysis equipment performs AI analysis on the inspection image through a deep learning algorithm and sends an analysis result to the mobile terminal; the mobile terminal determines whether an alarm is triggered or not, generates supervision field check data and sends the supervision field check data to the main control equipment for manual examination and verification; the intelligent analysis equipment acquires the supervision field inspection data after the audit is passed, calculates and generates a supervision log, a supervision diary and a personal production value, and sends the supervision log, the supervision diary and the personal production value to the mobile terminal. Thereby carry out analysis to the inspection image through intelligent analysis equipment and generate supervision on-the-spot inspection data and artifical the audit, can carry out intelligent assistance to the supervision, and then improve the efficiency of construction engineering on-the-spot supervision work.

Description

Construction project supervision site efficiency improving method and device and mobile terminal

Technical Field

The invention relates to the technical field of mobile terminal data processing, in particular to a construction project supervision field efficiency improving method and device, a mobile terminal and a storage medium.

Background

With the development of society, the living standard of people is continuously improved, the urbanization process of China is accelerated, and the number of construction projects is continuously increased. The construction project site supervision refers to supervision of each working part of site construction by a supervisor, control of the site construction progress, inspection of the site construction quality, and inspection of the project part according to the specification, wherein if the project part meets the national and industrial standards and the design and specification requirements, the supervisor supervises the site construction. Supervision and management on site are important contents of supervision and management work, and have important effects on promoting project progress and ensuring project quality. Traditional daily supervision work tasks such as construction engineering management, construction safety production, building site civilization construction are relatively burdensome, need a large amount of manpower and financial resources to supervise, and along with the aggravation of industry competition, the market is saturated day by day, and the supervision field management defect of extensive formula exposes day by day, leads to the gliding of the different degree of engineering supervision trade enterprise profit.

Therefore, the traditional construction project site supervision work has the problems of higher supervision cost and lower efficiency.

Disclosure of Invention

Based on this, in order to solve the above technical problems, a construction project supervision field efficiency improving method, a device, a mobile terminal and a storage medium are provided, which can improve the efficiency of construction project supervision work.

A construction project supervision site efficiency improving method comprises the following steps:

the method comprises the steps that a main control device collects supervision task data, divides the supervision task data into supervision tasks through a project automatic decomposition algorithm, and sends the supervision tasks to mobile terminals;

the mobile terminal collects an inspection image corresponding to the supervision inspection point according to the supervision task and sends the inspection image to intelligent analysis equipment;

the intelligent analysis equipment performs AI analysis on the inspection image through a deep learning algorithm to obtain an analysis result, and sends the analysis result to the mobile terminal;

the mobile terminal determines whether to trigger an alarm or not according to the analysis result, generates supervision field check data and sends the supervision field check data to the main control equipment for manual check;

the intelligent analysis equipment acquires the supervision field inspection data after the audit is passed, calculates and generates a supervision log, a supervision diary and a personal output value according to the supervision field inspection data, and sends the supervision log, the supervision diary and the personal output value to the mobile terminal.

In one embodiment, the main control device collects supervision task data, divides the supervision task data into each supervision task through a project automatic decomposition algorithm, and sends each supervision task to each mobile terminal, including:

the master control equipment acquires an information import instruction and acquires the supervision task data imported in batches according to the information import instruction; the supervision task data comprises engineering project information and supervision personnel information;

dividing the project information into the supervision tasks through the project automatic decomposition algorithm;

and the master control equipment distributes the proctoring task to the mobile terminal corresponding to the proctoring personnel information.

In one embodiment, the generating of the audit log according to the audit field inspection data calculation includes:

the intelligent analysis equipment inquires each main item with the state in progress in the engineering item information;

sequentially inquiring each sub item under each main item, and recording the number of the sub item as a first number;

sequentially inquiring each sub item with the completed state under each main item, and recording the number of the completed sub item as a second number;

and calculating the completion progress of the main item project according to the first quantity and the second quantity, and generating the proctoring log.

In one embodiment, the generating a proctoring diary according to the proctoring field inspection data calculation includes:

the intelligent analysis equipment inquires each sub-item project participant with the state of going in the proctoring personnel information;

respectively calculating each participatory sub-item participated by each sub-item participator, and recording the number of the participatory sub-item items as a third number;

respectively calculating each participator participation state of each sub-item as each completed participator participation sub-item, and recording the number of the completed participator participation sub-item as a fourth number;

and calculating the quantity of the child item items with the states of incomplete according to the third quantity and the fourth quantity, and generating the proctoring diary.

In one embodiment, said generating a personal production value based on said audit site survey data calculation comprises:

extracting sub item project amount, sub item project task number, finished inspection item number of a single sub item project and total inspection item number of the single sub item project corresponding to the proctoring personnel information from the proctoring site inspection data;

and calculating the personal output value corresponding to the proctoring staff information according to the sub-item amount, the sub-item task number, the finished inspection item number of the single sub-item and the total inspection item number of the single sub-item.

In one embodiment, the check image contains a watermark, and the watermark comprises the proctoring personnel information and the position information of the proctoring check point; the proctoring personnel information and the position information of the proctoring check point are positioned at the edge of the inspection image.

In one embodiment, the acquiring, by the mobile terminal, an inspection image corresponding to a proctoring inspection point according to the proctoring task includes:

the mobile terminal collects inspection images corresponding to the supervision inspection points on line according to the supervision tasks; or

And the mobile terminal acquires the inspection image corresponding to the supervision inspection point in an off-line manner according to the supervision task.

In one embodiment, the mobile terminal sends the inspection image to an intelligent analysis device, and the method includes:

the mobile terminal encodes the inspection image into a text format and splits the inspection image into text segments;

respectively adding text serial numbers before or after each text segment, and simultaneously sending each text segment and each text serial number to the intelligent analysis equipment.

In one embodiment, before the intelligent analysis device performs AI analysis on the inspection image through a deep learning algorithm, the method further includes:

and the intelligent analysis equipment receives each text segment and each text serial number, and synthesizes each text segment according to each text serial number to obtain the inspection image.

In one embodiment, the method further comprises:

the mobile terminal acquires a supervision task route according to the supervision task;

the mobile terminal acquires a card punching instruction and acquires current position information according to the card punching instruction;

and the mobile terminal compares the current position information with the supervision task route, and displays prompt information of successful card punching when the current position information is in the supervision task route.

In one embodiment, the method further comprises:

the mobile terminal acquires a supervision task viewing instruction and displays the supervision task according to the supervision task viewing instruction;

the mobile terminal collects an inspection image corresponding to the supervision inspection point according to the supervision task;

and the mobile terminal acquires each position information of each supervision check point which is successful in card punching, and generates a track record according to each position information.

In one embodiment, the method further comprises:

the intelligent analysis equipment actively pushes or passively pushes the proctoring log, the proctoring diary and the personal birth value to third-party equipment;

and the third-party equipment performs financial accounting and project filing according to the proctoring log, the proctoring diary and the personal output value.

In one embodiment, the intelligent analysis device actively pushes the proctoring log, the proctoring diary, and the personal parity to a third-party device, and the method includes:

the intelligent analysis equipment calls an interface provided by the third-party equipment and sends the proctoring log, the proctoring diary and the personal birth value through the interface;

the intelligent analysis equipment passively pushes the proctoring log, the proctoring diary and the personal birth value to third-party equipment, and the method comprises the following steps:

the third-party equipment acquires a content access path, an access account and an access password which are sent by the intelligent analysis equipment;

and the third-party equipment accesses and reads the proctoring log, the proctoring diary and the personal production value in the intelligent analysis equipment through the content access path, the access account and the access password.

A construction project supervision site efficiency enhancement device, the device comprising:

the main control equipment is used for collecting supervision task data, dividing the supervision task data into each supervision task through a project automatic decomposition algorithm, and sending each supervision task to each mobile terminal;

the mobile terminal is used for collecting an inspection image corresponding to the supervision inspection point according to the supervision task and sending the inspection image to the intelligent analysis equipment;

the intelligent analysis equipment is used for carrying out AI analysis on the inspection image through a deep learning algorithm to obtain an analysis result and sending the analysis result to the mobile terminal;

the mobile terminal is also used for determining whether to trigger an alarm or not according to the analysis result, generating supervision field check data and sending the supervision field check data to the main control equipment for manual examination;

the intelligent analysis equipment is further used for obtaining the supervision field inspection data after the audit is passed, calculating and generating a supervision log, a supervision diary and a personal output value according to the supervision field inspection data, and sending the supervision log, the supervision diary and the personal output value to the mobile terminal.

A mobile terminal comprising a memory and a processor, the memory storing a computer program, the processor when executing the computer program implementing the steps of:

A computer-readable storage medium, on which a computer program is stored which, when executed by a processor, carries out the steps of:

According to the construction project supervision field efficiency improving method and device, the mobile terminals and the storage medium, the master control device collects supervision task data, divides the supervision task data into each supervision task through a project automatic decomposition algorithm, and sends each supervision task to each mobile terminal; the mobile terminal collects an inspection image corresponding to the supervision inspection point according to the supervision task and sends the inspection image to intelligent analysis equipment; the intelligent analysis equipment performs AI analysis on the inspection image through a deep learning algorithm to obtain an analysis result, and sends the analysis result to the mobile terminal; the mobile terminal determines whether to trigger an alarm or not according to the analysis result, generates supervision field check data and sends the supervision field check data to the main control equipment for manual check; the intelligent analysis equipment acquires the supervision field inspection data after the audit is passed, calculates and generates a supervision log, a supervision diary and a personal output value according to the supervision field inspection data, and sends the supervision log, the supervision diary and the personal output value to the mobile terminal. The chief prison can set up the supervision task through master control equipment to in distributing the supervision task to the mobile terminal that each supervisor corresponds, the supervisor can gather the inspection image of supervision checkpoint through mobile terminal, and intelligent analysis equipment carries out the analysis to the inspection image and can obtain the analysis result, thereby generates supervision on-the-spot inspection data and artifical the audit, can carry out intelligent assistance to the supervision, and then improves the efficiency of construction engineering on-the-spot supervision work.

Drawings

FIG. 1 is a diagram illustrating an exemplary embodiment of a construction project supervision field efficiency enhancement method;

FIG. 2 is a schematic flow chart illustrating a method for improving the efficiency of a construction project supervision site according to an embodiment;

FIG. 3 is an internal structure diagram of an efficiency improving apparatus for construction engineering supervision site according to an embodiment;

FIG. 4 is a diagram illustrating the relationship between major item units and associated pages in one embodiment;

FIG. 5 is a diagram illustrating the relationship between child item units and associated pages in one embodiment;

FIG. 6 is a flow diagram illustrating automatic task decomposition in one embodiment;

FIG. 7 is a flowchart illustrating a construction project supervision method performed by a supervisor in one embodiment;

FIG. 8 is a diagram illustrating an embodiment of a construction project supervision site efficiency improving apparatus;

fig. 9 is an internal structural diagram of a mobile terminal in one embodiment.

Detailed Description

In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.

The construction project supervision site efficiency improving method provided by the embodiment of the application can be applied to the application environment shown in fig. 1. As shown in fig. 1, the application environment includes a main control device 110, a mobile terminal 120, and an intelligent analysis device 130, and the main control device 110, the mobile terminal 120, and the intelligent analysis device 130 are connected to each other through a network. The main control device 110 collects the supervision task data, divides the supervision task data into each supervision task through a project automatic decomposition algorithm, and sends each supervision task to each mobile terminal 120; the mobile terminal 120 collects an inspection image corresponding to the supervision inspection point according to the supervision task, and sends the inspection image to the intelligent analysis device 130; the intelligent analysis device 130 performs AI analysis on the inspection image through a deep learning algorithm to obtain an analysis result, and sends the analysis result to the mobile terminal 120; the mobile terminal 120 determines whether to trigger an alarm and generate supervision field inspection data according to the analysis result, and sends the supervision field inspection data to the main control device 110 for manual review; the intelligent analysis device 130 obtains the supervision field inspection data after the audit is passed, calculates and generates a supervision log, a supervision diary and a personal output value according to the supervision field inspection data, and sends the supervision log, the supervision diary and the personal output value to the mobile terminal 120. The main control device 110 and the mobile terminal 120 may be, but not limited to, various personal computers, notebook computers, smart phones, tablet computers, and the like, and the smart analysis device 130 may be a single server or a server cluster.

In one embodiment, as shown in fig. 2, there is provided a construction project supervision site efficiency improving method, including the following steps:

step 202, the master control device collects supervision task data, divides the supervision task data into each supervision task through a project automatic decomposition algorithm, and sends each supervision task to each mobile terminal.

The master control device may be a computer device corresponding to a chief manager, and the chief manager may import the task template information through the master control device. The task template may be in a fixed format, and includes specific inspection content, operation guidance and other basic content, such as "template name", "task inspection item", "operation description", "picture example", "video guidance", "voice guidance" and other content.

The chief manager can input supervision task data through the main control equipment, wherein the supervision task data can comprise a main project to be supervised and various project tasks under the project, and the project tasks can be 'vertical rods', 'buried optical cables' and other tasks. After the master control equipment collects the supervision task data, the collected supervision task data can be input into the project automatic decomposition algorithm for task division, so that the supervision task data is divided into each supervision task, and each supervision task is sent to each mobile terminal. The mobile terminal can be a terminal corresponding to a supervisor, and the supervisor can carry the mobile terminal to a construction project thread to conduct supervision work.

And step 204, the mobile terminal collects the inspection image corresponding to the supervision inspection point according to the supervision task and sends the inspection image to the intelligent analysis equipment.

A supervisor corresponding to the mobile terminal can click a supervision control on a display interface of the mobile terminal to start a camera on the supervision terminal, and acquires an inspection image at a supervision inspection point according to supervision tasks. Specifically, after the manager carries the mobile terminal to carry out the operation site, the manager can shoot the check point and confirm, and after the shooting is completed, the manager can click the uploading control on the mobile terminal and send the collected check image to the intelligent analysis equipment.

And step 206, the intelligent analysis equipment performs AI analysis on the inspection image through a deep learning algorithm to obtain an analysis result, and sends the analysis result to the mobile terminal.

As shown in fig. 3, the intelligent analysis device may include modules such as a calculation unit, an AI analysis unit, and a push unit. After receiving the inspection image sent by the mobile terminal, the intelligent analysis device can send the inspection image to the AI analysis unit for performing image AI analysis through a deep learning algorithm, so as to obtain an analysis result. For example, the AI analysis unit performs helmet detection, hazard detection, and the like on the inspection image through a deep learning algorithm, thereby obtaining an analysis result. The analysis result may include "whether the safety helmet is not worn", "whether the manned ladder work is normative", "whether the dangerous area is entered", and the like. The intelligent analysis device may transmit the analysis result to the mobile terminal.

And step 208, the mobile terminal determines whether to trigger an alarm according to the analysis result, generates supervision field inspection data and sends the supervision field inspection data to the main control equipment for manual examination.

The mobile terminal can judge whether an alarm needs to be triggered or not after receiving the analysis result, if the analysis result contains alarm keywords, an alarm unit in the mobile terminal can send alarm reminding information, meanwhile, the mobile terminal can generate supervision field inspection data according to the task completion condition of a supervisor, the supervision field inspection data is sent to the main control device, and the manual audit is carried out on the supervision field inspection data by a master supervisor corresponding to the main control device. The supervision field inspection data can include data whether the check point is qualified or not, and if the check point is unqualified, the supervision field inspection data also includes reasons of the unqualified check point.

And step 210, the intelligent analysis equipment acquires the supervision field inspection data after the audit is passed, calculates and generates a supervision log, a supervision diary and a personal output value according to the supervision field inspection data, and sends the supervision log, the supervision diary and the personal output value to the mobile terminal.

After the master control device audits the supervision field inspection data, the master control device can send the audited supervision field inspection data to the intelligent analysis device. The intelligent analysis equipment can calculate and generate a supervision log, a supervision diary and a personal production value through an internal calculation unit and send the supervision log, the supervision diary and the personal production value to the mobile terminal, and a supervisor corresponding to the mobile terminal can check the supervision log, the supervision diary and the personal production value.

In the embodiment, the master control equipment collects supervision task data, divides the supervision task data into each supervision task through a project automatic decomposition algorithm, and sends each supervision task to each mobile terminal; the mobile terminal collects an inspection image corresponding to the supervision inspection point according to the supervision task and sends the inspection image to the intelligent analysis equipment; the intelligent analysis equipment performs AI analysis on the inspection image through a deep learning algorithm to obtain an analysis result and sends the analysis result to the mobile terminal; the mobile terminal determines whether to trigger an alarm or not according to the analysis result, generates supervision field check data and sends the supervision field check data to the main control equipment for manual examination; the intelligent analysis equipment acquires the supervision field inspection data after the audit is passed, calculates and generates a supervision log, a supervision diary and a personal output value according to the supervision field inspection data, and sends the supervision log, the supervision diary and the personal output value to the mobile terminal. The chief prison can set up the supervision task through master control equipment to in distributing the supervision task to the mobile terminal that each supervisor corresponds, the supervisor can gather the inspection image of supervision checkpoint through mobile terminal, and intelligent analysis equipment carries out the analysis to the inspection image and can obtain the analysis result, thereby generates supervision on-the-spot inspection data and artifical the audit, can carry out intelligent assistance to the supervision, and then improves the efficiency of construction engineering on-the-spot supervision work.

In one embodiment, the provided construction project supervision site efficiency improvement method may further include a supervision task distribution process, and the specific process includes: the master control equipment acquires an information import instruction and acquires the supervision task data imported in batches according to the information import instruction; the supervision task data comprises engineering project information and supervision personnel information; dividing engineering project information into supervision tasks by a project automatic decomposition algorithm, namely, by a mode of associating professional task templates; and the master control equipment distributes the supervision tasks to the mobile terminals corresponding to the supervision personnel information.

As shown in fig. 3, the main control device may include an import unit, a main item management unit, a sub item management unit, a task template unit, a task decomposition unit, a user unit, a role unit, a data upload unit, a page configuration unit, a seal management unit, a device management unit, a report unit, a task audit unit, and an external docking unit, where: an importing unit: the method is used for importing the contents needing to be imported in batch, such as project information, user information, task template information and the like; a master management unit: the method is used for managing the top level project information such as adding, modifying, deleting and the like; a sub item management unit: the method is used for managing the minimum level project information such as adding, modifying, deleting and the like; a task template unit: the method comprises the steps of defining task decomposition, checking items, example pictures and the like, and supporting batch import; a task decomposition unit: the system is used for automatically decomposing tasks of the minimum-level project; a subscriber unit: the system is used for managing the personnel participating in the field supervision operation; a role unit: roles for assigning participants, such as supervisor, personal supervision; a data uploading unit: the data uploading device is used for completing the uploading of the data related to the main item or the sub item; a page configuration unit: other function pages used for configuring the main item or the sub item belong to the extended functions; a seal management unit: the method is used for managing seal content related to the project, such as seal information import, deletion, modification and the like; a device management unit: the device information is used for managing project related device information, such as the current device use state, users, whether the device is idle or not, and the like; a report unit: various dimensions show current project completion information, personnel distribution information, equipment distribution information and the like; and a task auditing unit: the chief staff can audit the task condition submitted by the supervisor based on the PC background of the main control equipment; an external docking unit: the system is used for being in butt joint with a third-party system and obtaining information such as invoicing and account-reaching contract amount related to the project. The external docking unit is optional, and if the docking with a third party is not needed, the external docking unit can be configured.

Specifically, the import unit may be a web input box supporting entry-by-entry, a web component similar to excel, or various clients capable of remotely connecting to the master control device. The chief supervisor can import the task template information through an import unit in the main control equipment; for example, for the same main item unit, there may be a plurality of sub item units, but for all the sub items, only one "total supervision book" needs to be uploaded, and then an associated page may be configured, such as "total supervision book" uploading, and after the total supervision uploads one total supervision book through the page, all the sub items correspond to the content of the "total supervision book", and a relationship diagram of the main item unit and the associated page is shown in fig. 4. Similarly, for a sub project unit, there may be a plurality of project tasks such as "vertical rod" and "optical cable", and these tasks need to be "managed and planned" before starting up, so an association page such as "managed and planned uploading" page may be configured, and a schematic diagram of the relationship between the sub project unit and the association page is shown in fig. 5. Through the configuration of the 'associated page', the management efficiency of managing the document of the file is effectively improved.

The chief manager can create the chief engineering project information through a main project management unit in the main control device. For the construction project supervision project, as the number of unit projects is extremely large, in order to manage the unit projects together, the unit projects can be all classified under a main project management unit. In addition, for many construction project supervision projects, there are cases where the project is started before the project is settled, so the property of the main project settlement, such as "written entrustment", "official contract" or "winning notice", needs to be marked. When creating the total project, the basic contents such as project name, affiliation department, project manager, project establishment basis, customer-business relationship and contact way should be included.

The chief manager can create the minimum project information through the sub-item management unit in the main control device. The minimum project is a minimum decomposition unit of the construction project supervision project. The judgment basis of the minimum decomposition unit is as follows: the minimum unit is directly a work task and a supervision check item corresponding to the task, for example, for an installation project of wireless communication 4G in SZ city, the installation of a TS street iron tower is a minimum decomposition unit; for the engineering project of 'TS street iron tower installation', the corresponding installation steps below the engineering project are work tasks such as 'vertical rods', 'buried optical cables' and the like; for the task of 'vertical rod', the task is directly divided into 'rod perpendicularity inspection', 'rod height inspection', 'optical cable buried depth inspection' and other supervision inspection items. When creating the minimum project information, the method should include: the project name, the project card-punching place, the affiliated main project, the task template of the project and the project pre-estimated amount. Wherein, the project name can be accompanied by attributes such as city and project property; for example, "TS street 4G tower installation in SZ city"; the project card punching address can be used for identifying the actual longitude and latitude information of the project and detecting whether a field supervisor enters a construction site or not; the attributed main item can be used for associating the main item corresponding to the sub item, and can be associated during creation or after creation; the task template to which the project belongs can be used for selecting different task templates, and the sub-items correspond to different tasks after being decomposed; the estimated amount of the project can be a pre-estimated value used for calculating the production value so as to measure the difficulty degree of finishing different projects.

The director may assign persons participating in the sub-items through the subscriber unit in the master control device. The chief manager can lead in personnel participating in the project in batches through the subscriber unit, wherein the personnel comprises project responsible persons, special supervisors, supervisors and the like. Wherein the subscriber unit may comprise the following functions: firstly, basic information of a user such as name, mobile phone number and email; secondly, a user unique identifier is appointed, such as an appointed 'mobile phone number' as the user unique identifier; and thirdly, a background registration function is required, namely when the chief staff is introduced into the user staff, the staff can be automatically registered.

The director can complete automatic task decomposition through a task decomposition unit in the main control device, and the decomposition flow is shown in fig. 6. Firstly, a chief manager can find an item from an item library, wherein the item must contain fields of an item ID and an item name; then, the chief administrator can search 1 or N task templates from the task template library, and the task templates must include fields of task template IDs, task template names and inspection item names; secondly, the chief manager can obtain a user record from the user library, and the user record must contain a user unique identifier such as a user name or a mobile phone number; then, the master control device can transversely splice the obtained records into one record, and the spliced record must include fields of a project ID, a project name, a task template ID, a task template name, a check item name, and a user.

After the chief deputy decomposes the task through the master control equipment, the chief deputy can push the task to the mobile terminal. The pushing mode is real-time pushing, batch pushing or single pushing. Specifically, the chief deputy allocates the persons participating in the task, sets the role information of the persons, such as the role information of a supervisor and a special deputy, through the role unit in the main control device, assigns the task to one or more persons after the setting is finished, and the mobile terminal of the pushed person can display the task content allocated by the chief deputy. In this embodiment, the general supervision can clearly know the distribution of the current front-line staff, such as how many front-line supervision staff are allocated to each project and which areas are respectively deployed; the chief can check the working quality condition of the staff on line; the progress of the current project, the health of the project can be known.

In one embodiment, the provided construction project supervision field efficiency improvement method may further include a process of generating a supervision log, where the specific process includes: the intelligent analysis equipment inquires each main item in the engineering item information, wherein the state of each main item is in progress; sequentially inquiring each sub item under each main item, and recording the number of the sub item as a first number; sequentially inquiring each sub item with the state of being completed under each main item, and recording the number of the completed sub item items as a second number; and calculating the completion progress of the main item project according to the first quantity and the second quantity, and generating a supervision log.

The intelligent analysis equipment can acquire supervision field inspection data after the audit is passed in the main control equipment, and inquire all main items with the state of 'in progress'; then, the intelligent analysis device can query all sub-item items under a single main item one by one and record the quantity as a first quantity C1; then, the intelligent analysis device can query all sub-item items under a single main item one by one and record the number as a second number C2, wherein the state is complete; finally, the intelligent analysis device can generate the basic content of the supervision log piece by piece, and calculate the completion progress of the main item as C2/C1.

In one embodiment, the provided construction project supervision site efficiency improving method may further include a process of generating a supervision diary, and the specific process includes: the intelligent analysis equipment queries each sub-item project participant with the state of going in the supervisor information; respectively calculating each participatory sub-item participated by each sub-item participator, and recording the number of the participatory sub-item items as a third number; respectively calculating the participation state of each sub-item participant as the completed participation sub-item, and recording the number of the completed participation sub-item as a fourth number; and calculating the quantity of the child item items with the states of incomplete according to the third quantity and the fourth quantity, and generating a proctoring diary.

Specifically, the intelligent analysis device can query all sub-item project participants in the state of "in progress"; then, the intelligent analysis device can count all sub-item items participated by each person one by one, and record the number as a third number C1; then, the intelligent analysis device can count all sub-item projects participated by each person one by one and the state is completed, and records the number as a fourth number C2; finally, the server can generate the basic content of the proctoring diary item by item: the number of participating sub-items C1, the number of completed sub-items C2, and the number of incomplete sub-items (C1-C2).

In one embodiment, the provided construction project supervision site efficiency improving method may further include a process of generating an individual output value, where the specific process includes: extracting sub item project amount, sub item project task number, finished inspection item number of single sub item project and total inspection item number of single sub item project corresponding to proctoring personnel information from proctoring field inspection data; and calculating the personal output value corresponding to the proctoring staff information according to the sub-item amount, the sub-item task number, the number of finished inspection items of a single sub-item and the total inspection item number of a single sub-item.

Specifically, the intelligent analysis device can extract the amount of sub-item items, the task number of the sub-item items, the number of finished inspection items of a single sub-item, and the total number of inspection items of the single sub-item corresponding to the proctoring staff information, and according to a calculation formula: and (4) calculating the personal output value corresponding to the supervisor information by the supervisor, wherein the supervisor personal output value is (sub-item amount/sub-item task number) and the number of the finished check items of a single sub-item/the total number of the check items of the single sub-item.

In one embodiment, the check image may contain a watermark, and the watermark includes proctoring personnel information and position information of a proctoring check point; the proctoring personnel information and the position information of the proctoring check point are positioned at the edge of the inspection image.

The photo watermark of the image to be checked can specifically contain information such as photographing longitude and latitude, attribution items, photographing supervisor names and the like, and the photo watermark can be directly attached to the photo or can be attached to the periphery of the photo in a centralized manner such as below the photo. Based on the AI deep recognition technology, the intelligent analysis equipment can judge the on-site dangerous situation to carry out intelligent reminding, and the on-site safety management capability is effectively improved.

In one embodiment, the provided method for improving efficiency of construction project supervision site may further include a process of acquiring an inspection image, where the specific process includes: the mobile terminal collects the inspection image corresponding to the supervision inspection point on line according to the supervision task; or the mobile terminal acquires the inspection image corresponding to the supervision inspection point in an off-line manner according to the supervision task.

As shown in fig. 3, the mobile terminal may include a photographing unit, a track recording unit, an alarm unit, a log unit, a patrol unit, a task auditing unit, a production value unit, a nearby engineering unit, and a communication unit, wherein: a photographing unit: the supervisor photographs the contents of the check point; a track recording unit: the movement track of the supervisor is recorded at regular time, so that the supervisor can be managed conveniently; an alarm unit: triggering an alarm, such as voice prompt, mobile phone vibration and the like, for the alarm identifier sent by the AI analysis unit; a log unit: the supervisor edits the automatically generated log manually; a patrol unit: after a chief officer or project responsible person logs in an APP in the mobile terminal, problem patrol can be directly initiated through the patrol unit; and a task auditing unit: the chief prison can be based on the task condition submitted by the APP audit supervisor; a yield value unit: displaying the personal production value of the supervisor by various dimension pie charts, bar charts, line charts and the like; a nearby engineering unit: checking nearby projects within the current position range of the APP user, and checking corresponding project managers and contact ways after clicking to complete progress, allocated supervisors and the like; a communication unit: supervisor internal messaging may be based on APP.

After the mobile terminal acquires the supervision task, the supervisor can check the supervision task, so that the mobile terminal is used for confirming the photographing of the inspection items, and the photographing can be divided into an off-line photographing mode and a real-time photographing mode. As shown in fig. 7, specifically, the supervisor can check the supervision task through the management terminal, and confirm by taking a picture according to the operation standard and the operation guidance. If the network is normal, the supervisor can directly take pictures and upload the pictures; if the network is abnormal, the supervisor can take a picture and then cache the picture in the mobile terminal through the cache unit; when the supervisor works normally on the network or leaves the abnormal network environment, the picture cached in the management terminal can be directly uploaded again. In this embodiment, the mobile terminal can collect the inspection image on line or off line, and whether the construction project has a signal, the inspection image can be collected, so that the image collection efficiency is improved.

In one embodiment, the provided construction project supervision field efficiency improvement method may further include a process that the mobile terminal sends the inspection image to the intelligent analysis device, and the specific process includes: the mobile terminal encodes the inspection image into a text format and splits the inspection image into text segments; and respectively adding text serial numbers before or after each text segment, and simultaneously sending each text segment and each text serial number to intelligent analysis equipment.

In order to speed up image transmission, the mobile terminal may encode the inspection image into a text format, for example, a base64 format, and the mobile terminal may split the serial number before or after the image fragment, divide the text serial number + the image fragment into N pieces, and simultaneously send the N pieces to the AI analysis unit of the intelligent analysis device for deep analysis.

In one embodiment, the provided construction project supervision field efficiency improvement method may further include a process of receiving the inspection image by an intelligent analysis device, where the specific process includes: and the intelligent analysis equipment receives each text segment and each text serial number, and synthesizes each text segment according to each text serial number to obtain an inspection image.

Specifically, the AI analysis unit in the intelligent analysis device may recombine the received N image segments into a picture according to the text sequence number for deep analysis, and push the inspection result to the mobile terminal after the analysis is completed. The checking result can be the result of whether a safety helmet is worn, whether the human body operation is standard, whether the user enters a dangerous area and the like, and if the checking result contains an alarm keyword, an alarm unit of the mobile terminal is triggered to remind the user.

In one embodiment, the provided construction project supervision site efficiency improvement method may further include a process of checking a card by a supervisor, and the specific process includes: the mobile terminal acquires a supervision task route according to the supervision task; the mobile terminal acquires a card punching instruction and acquires current position information according to the card punching instruction; and the mobile terminal compares the current position information with the supervision task route, and displays prompt information of successful card punching when the current position information is in the supervision task route.

As shown in fig. 7, the supervisor can open the card punch unit in the mobile terminal, i.e., the mobile terminal obtains the card punch instruction. At this time, the mobile terminal may obtain the route of the proctoring task, that is, the address set where the project allocated by the proctoring person is located, according to the proctoring task. After entering a project building site, a supervisor operates the function of entering the project building site card punching in the card punching unit, at the moment, a track recording unit of the mobile terminal is called to obtain current position information, if the current position information belongs to one of the addresses of the project distributed by the supervisor, the card punching is successful, and if the current position information does not belong to the addresses of the project, the card punching is failed. The supervisor can enter a next project building site to punch the card after the card punching of the supervisor at the project building site is successful, the mobile terminal can record the current GPRS information of the supervisor to the background database at regular intervals, meanwhile, the mobile terminal can prompt the supervisor, and the mobile terminal can obtain the running track of the supervisor. Specifically, the supervisor can open the work place for punching the card when entering the next project building site, the supervision operation of the one building site is completed at the moment, the supervisor closes the card punching unit of the mobile terminal after completing all current field operation tasks, and the mobile terminal finishes the track recording at the moment. Wherein a supervisor may enter and exit multiple project sites for supervisor operations a day. In the embodiment, compared with the prior art that a supervisor needs to carry a large pile of paper materials to carry out field operation, the supervisor only needs to carry a mobile terminal; the help system in various forms such as characters, pictures, multimedia and the like effectively guides the staff to carry out work on site, and the on-site work quality is improved; real-time output value checking can enable a supervisor to understand personal work value, and supervise and urge individuals to improve work efficiency.

In one embodiment, the provided method for improving efficiency of construction project supervision site may further include a process of generating a track record, where the specific process includes: the mobile terminal acquires a supervision task viewing instruction and displays the supervision task according to the supervision task viewing instruction; the mobile terminal collects an inspection image corresponding to the supervision inspection point according to the supervision task; and the mobile terminal acquires each position information of each supervision check point which is successful in card punching, and generates a track record according to each position information.

In one embodiment, the provided construction project supervision field efficiency improvement method may further include a third-party device financial accounting process, and the specific process includes: the intelligent analysis equipment actively pushes or passively pushes the supervision log, the supervision diary and the personal production value to third-party equipment; and the third-party equipment performs financial accounting and project filing according to the supervision log, the supervision diary and the personal production value.

As shown in fig. 3, after the calculation unit in the intelligent analysis device completes the calculation to generate the supervision log, the supervision diary and the personal birth value, the supervision log, the supervision diary and the personal birth value may be pushed to a third-party device through the pushing unit, so that the third-party device may perform operations such as project filing or financial accounting. Specifically, the pushed content may be a batch file or a real-time message.

In one embodiment, the provided method for improving efficiency of construction project supervision site may further include a process of pushing data to a third-party device, where the specific process includes: the intelligent analysis equipment calls an interface provided by third-party equipment and sends a supervision log, a supervision diary and a personal birth value through the interface; the third-party equipment acquires a content access path, an access account and an access password which are sent by the intelligent analysis equipment; and the third-party equipment accesses and reads the supervision log, the supervision diary and the personal production value in the intelligent analysis equipment through the content access path, the access account and the access password.

When the intelligent analysis device pushes data to the third-party device, the pushing mode can be active pushing or passive pushing. The active push can directly call an interface provided by third-party equipment to send in real time; the passive push can provide a content access path, an access account and a password by the intelligent analysis device, and the content access path, the access account and the password are accessed and read by a program on a third-party device.

In one embodiment, the director may obtain, through the external docking unit of the master device, associated project information in the external device, such as a contract amount of the project, billing conditions, and the like.

It should be understood that, although the steps in the above-described flowcharts are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least a portion of the steps in the above-described flowcharts may include multiple sub-steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, and the order of performing the sub-steps or the stages is not necessarily sequential, but may be performed alternately or alternatingly with other steps or at least a portion of the sub-steps or stages of other steps.

In one embodiment, as shown in fig. 8, there is provided a construction project supervision site efficiency improving apparatus, including: main control device 110, mobile terminal 120 and intelligent analysis device 130, wherein:

the main control device 110 is configured to collect the supervision task data, divide the supervision task data into each supervision task through a project automatic decomposition algorithm, and send each supervision task to each mobile terminal 120;

the mobile terminal 120 is configured to collect an inspection image corresponding to the supervision inspection point according to the supervision task, and send the inspection image to the intelligent analysis device 130;

the intelligent analysis device 130 is configured to perform AI analysis on the inspection image through a deep learning algorithm to obtain an analysis result, and send the analysis result to the mobile terminal 120;

the mobile terminal 120 is further configured to determine whether to trigger an alarm according to the analysis result, generate supervision field inspection data, and send the supervision field inspection data to the main control device 110 for manual review;

the intelligent analysis device 130 is further configured to obtain the supervision field inspection data after the audit is passed, calculate and generate a supervision log, a supervision diary and a personal yield value according to the supervision field inspection data, and send the supervision log, the supervision diary and the personal yield value to the mobile terminal 120.

In one embodiment, the main control device 110 is further configured to obtain an information import instruction, and obtain the batch import supervision task data according to the information import instruction; the supervision task data comprises engineering project information and supervision personnel information; dividing engineering project information into supervision tasks through a project automatic decomposition algorithm; the main control device 110 distributes the proctoring task to the mobile terminal 120 corresponding to the proctoring staff information.

In one embodiment, the intelligent analysis device 130 is further configured to query each of the main item items in the engineering item information whose status is in progress; sequentially inquiring each sub item under each main item, and recording the number of the sub item as a first number; sequentially inquiring each sub item with the state of being completed under each main item, and recording the number of the completed sub item items as a second number; and calculating the completion progress of the main item project according to the first quantity and the second quantity, and generating a supervision log.

In one embodiment, the intelligent analysis device 130 is further configured to query each sub-item participant in the proctoring staff information whose status is in progress; respectively calculating each participatory sub-item participated by each sub-item participator, and recording the number of the participatory sub-item items as a third number; respectively calculating the participation state of each sub-item participant as the completed participation sub-item, and recording the number of the completed participation sub-item as a fourth number; and calculating the quantity of the child item items with the states of incomplete according to the third quantity and the fourth quantity, and generating a proctoring diary.

In one embodiment, the intelligent analysis device 130 is further configured to extract the amount of sub-item items, the number of tasks of the sub-item items, the number of completed inspection items of a single sub-item, and the total number of inspection items of the single sub-item corresponding to the proctoring staff information from the proctoring field inspection data; and calculating the personal output value corresponding to the proctoring staff information according to the sub-item amount, the sub-item task number, the number of finished inspection items of a single sub-item and the total inspection item number of a single sub-item.

In one embodiment, the checking image contains a watermark, and the watermark comprises proctoring personnel information and position information of a proctoring check point; the proctoring personnel information and the position information of the proctoring check point are positioned at the edge of the inspection image.

In one embodiment, the mobile terminal 120 is further configured to collect, on-line, inspection images corresponding to the proctoring inspection points according to the proctoring task; or the mobile terminal 120 acquires the inspection image corresponding to the supervision inspection point offline according to the supervision task.

In one embodiment, the mobile terminal 120 is further configured to encode the inspection image into a text format, and split the inspection image in the text format into text segments; text serial numbers are added before or after the text segments respectively, and the text segments and the text serial numbers are simultaneously sent to the intelligent analysis device 130.

In one embodiment, the intelligent analysis device 130 is further configured to receive each text segment and each text sequence number, and synthesize each text segment into the inspection image according to each text sequence number.

In one embodiment, the mobile terminal 120 is further configured to obtain a proctoring task route according to the proctoring task; the mobile terminal 120 acquires a card punching instruction, and acquires current position information according to the card punching instruction; the mobile terminal 120 compares the current position information with the supervision task route, and displays a prompt message of successful card punching when the current position information is in the supervision task route.

In one embodiment, the mobile terminal 120 is further configured to obtain a supervision task viewing instruction, and display the supervision task according to the supervision task viewing instruction; the mobile terminal 120 collects an inspection image corresponding to the supervision inspection point according to the supervision task; the mobile terminal 120 obtains each position information of each supervision check point where the card punching is successful, and generates a track record according to each position information.

In one embodiment, the intelligent analysis device 130 is further configured to push the audit log, audit diary, personal parity proactively or passively to third party devices; and the third-party equipment performs financial accounting and project filing according to the supervision log, the supervision diary and the personal production value.

In one embodiment, the intelligent analysis device 130 is further configured to call an interface provided by a third-party device, and send a proctoring log, a proctoring diary, a personal production value through the interface; the third-party device acquires a content access path, an access account and an access password sent by the intelligent analysis device 130; the third-party device accesses and reads the supervision log, the supervision diary and the personal production value in the intelligent analysis device 130 through the content access path, the access account and the access password.

In one embodiment, a mobile terminal is provided, an internal structure of which may be as shown in fig. 9. The mobile terminal comprises a processor, a memory, a network interface, a display screen and an input device which are connected through a system bus. Wherein the processor of the mobile terminal is configured to provide computing and control capabilities. The memory of the mobile terminal comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The network interface of the mobile terminal is used for connecting and communicating with an external terminal through a network. The computer program is executed by the processor to realize the construction project supervision site efficiency improving method. The display screen of the mobile terminal can be a liquid crystal display screen or an electronic ink display screen, and the input device of the mobile terminal can be a touch layer covered on the display screen, a key, a track ball or a touch pad arranged on a shell of the mobile terminal, an external keyboard, a touch pad or a mouse and the like.

Those skilled in the art will appreciate that the configuration shown in fig. 9 is a block diagram of only a portion of the configuration relevant to the present application, and does not constitute a limitation of the mobile terminal to which the present application is applied, and that a particular mobile terminal may include more or less components than those shown in the figures, or combine certain components, or have a different arrangement of components.

In one embodiment, a mobile terminal is provided, which includes a memory and a processor, where the memory stores a computer program, and the processor executes the computer program to implement a construction project supervision field efficiency improvement method in the present application.

In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored, and the computer program, when executed by a processor, implements a construction project supervision site efficiency improvement method in the present application.

It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in the embodiments provided herein may include non-volatile and/or volatile memory, among others. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).

The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.

The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.

Claims

1. A construction project supervision site efficiency improving method is characterized by comprising the following steps:

2. The method for improving the efficiency of the construction project supervision site according to claim 1, wherein the main control device collects supervision task data, divides the supervision task data into supervision tasks through a project automatic decomposition algorithm, and sends the supervision tasks to mobile terminals, and the method comprises the following steps:

3. The construction project supervision site efficiency improving method according to claim 2, wherein the generating of supervision logs according to the supervision site inspection data calculation comprises:

4. The construction project supervision site efficiency improving method according to claim 2, wherein the generating of the supervision diary by calculating according to the supervision site inspection data comprises:

5. The construction project supervision site efficiency improving method according to claim 2, wherein the generating of the individual production value according to the supervision site inspection data calculation comprises:

6. The construction project supervision site efficiency improvement method according to claim 2, wherein the inspection image includes a watermark, and the watermark includes the supervision personnel information and the position information of the supervision check point; the proctoring personnel information and the position information of the proctoring check point are positioned at the edge of the inspection image.

7. The method for improving efficiency of construction project supervision site according to claim 1, wherein the mobile terminal collects inspection images corresponding to supervision inspection points according to the supervision tasks, and the method comprises the following steps:

8. The construction project supervision site efficiency improving method according to claim 1, wherein the mobile terminal sends the inspection image to an intelligent analysis device, and the method comprises the following steps:

9. The construction project supervision site efficiency improving method according to claim 8, wherein before the intelligent analysis device performs AI analysis on the inspection image by a deep learning algorithm, the method further comprises:

10. The construction project supervision site efficiency improving method according to claim 1, characterized in that the method further comprises:

11. The method for improving the efficiency of the construction project supervision site according to claim 10, further comprising:

12. The construction project supervision site efficiency improving method according to claim 1, characterized in that the method further comprises:

13. The construction project supervision site efficiency improving method according to claim 12, wherein the intelligent analysis device actively pushes the supervision log, the supervision diary and the personal production value to a third-party device, and comprises:

14. The utility model provides a construction project supervision site efficiency hoisting device which characterized in that, the device includes:

15. A mobile terminal comprising a memory and a processor, the memory storing a computer program, characterized in that the processor, when executing the computer program, implements the steps of the method according to any of claims 1 to 13.

16. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 13.