CN111708898A - Intelligent construction information transmission method and system based on knowledge graph - Google Patents
Intelligent construction information transmission method and system based on knowledge graph Download PDFInfo
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Abstract
The invention discloses an intelligent construction information transmission method based on a knowledge graph, which comprises the following steps: s1, creating a work plan and knowledge graph module; s2, allocating work tasks to workers by plumbers; s3, receiving a work task by a worker; s4, a worker queries the knowledge graph module and completes a work task; the invention also discloses an intelligent construction information transmission system based on the knowledge graph, which comprises a progress planning module, a knowledge graph module, a dispatching module, an information transmission module, a worker client and an inquiry module, wherein the inquired knowledge is accurately returned to related personnel through traversing the perfect knowledge graph module with the structured multilevel construction scheme information, and the constructors can quickly obtain the related construction information in the progress node of the work task, so that the construction quality and the construction efficiency of the building are improved.
Description
Technical Field
The invention relates to the field of engineering site construction, in particular to an intelligent construction information transmission method and system based on a knowledge graph.
Background
Construction enterprises accumulate abundant engineering construction experiences, and the core competitiveness of the construction enterprises is formed through the engineering construction experiences. However, the engineering construction experience is often embodied as implicit knowledge of constructors, and is too fragmented, so that complete and reusable knowledge-based experience is difficult to form. In the construction management, strengthening knowledge reuse, structuring the accumulated engineering construction experience, and quickly enabling the constructors to acquire related knowledge are important factors for improving the informatization level of a building enterprise and improving the construction efficiency, so that the constructors in the prior art cannot timely and pertinently solve construction puzzles or problems, thereby causing the technical problem of low construction efficiency, and in addition, the constructors have great deviation between the possible construction method and the required standard, thereby causing the technical problem of incapability of well ensuring the construction quality.
Disclosure of Invention
The invention aims to overcome the defects in the prior art and provides an intelligent construction information transmission method and system based on a knowledge graph.
In order to achieve the aim, the invention provides an intelligent construction information transmission method based on a knowledge graph, which comprises the following steps:
s1, a work task and knowledge graph creating module: establishing executable, structural multi-level and progress node work tasks through a progress planning module, and building a perfect knowledge graph module with structural multi-level construction scheme information, wherein the grade of each work task corresponds to the grade of each construction scheme in the knowledge graph module;
s2, allocating work tasks to workers by plumbers: the manager distributes the work tasks in the progress planning module to each worker client through the dispatching module;
s3, receiving the work task by the worker: the worker client receives the work tasks dispatched by the dispatching module through the information transmission module;
s4, the worker queries the knowledge graph module and completes the work task: when a worker is technically confused in the process of a construction task, the worker client sends query request information of voice or characters to the query module through the information transmission module, the query module traverses the knowledge graph module and returns a query result to the worker client through the information transmission module, and the worker continues to complete the construction task according to the query result.
Preferably, the worker client is a mobile device or an intelligent terminal with a communication function.
Preferably, the first level of the knowledge-graph module is the name of the project, and the last level thereof is the most detailed construction process, which includes the type of the used material, the model of the tool, the specific method steps of the construction, the caution, the standard of quality inspection and the example picture of the related operation.
Preferably, the query result returned in step S4 includes voice information, text information, or picture information.
Compared with the prior art, the intelligent construction information transmission method based on the knowledge graph has the beneficial effects that:
through traversing a perfect knowledge graph with the information of the structured multilevel construction scheme, and then accurately returning the inquired knowledge to relevant personnel, the construction personnel can quickly obtain the relevant construction information in the progress node of the work task, thereby improving the construction quality and the construction efficiency of the building.
The invention also provides an intelligent construction information transmission system based on the knowledge graph, which comprises a progress planning module, a knowledge graph module, a dispatching module, an information transmission module, a worker client and a query module; the progress planning module is used for creating work tasks with performability, structural multistage and progress nodes, the knowledge graph module is used for building complete construction scheme information with structural multistage, the grading of each work task corresponds to the grading of each construction scheme in the knowledge graph module, the dispatching module is used for grabbing the work tasks in the progress planning module and transmitting the work tasks to a worker client through the information transmission module, the worker client receives the work tasks through the information transmission module, the worker client sends sounds or characters to the query module through the information transmission module, and the query module traverses the knowledge graph module and returns query results to the worker client through the information transmission module.
Preferably, the worker client is a mobile device or an intelligent terminal with a communication function.
Preferably, the first level of the knowledge-graph module is the name of the project, and the last level thereof is the most detailed construction process, which includes the type of the used material, the model of the tool, the specific method steps of the construction, the caution, the standard of quality inspection and the example picture of the related operation.
Preferably, the returned query result received by the worker client includes voice information, text information or picture information.
Compared with the prior art, the intelligent construction information transmission system based on the knowledge graph has the beneficial effects that:
the system is provided with a knowledge graph module, the inquired knowledge is accurately returned to relevant personnel through traversing the perfect knowledge graph with the structured multilevel construction scheme information, and the construction personnel can quickly obtain the relevant construction information in the progress node of the work task, so that the construction quality and the construction efficiency of the building are improved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
FIG. 1 is a schematic diagram illustrating the steps of an intelligent construction information transmission method based on knowledge graph according to the present invention;
FIG. 2 is a schematic block diagram of an intelligent construction information delivery system based on knowledge-graph according to the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, 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 some, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Example one
As shown in fig. 1, the invention provides an intelligent construction information transmission method based on a knowledge graph, which comprises the following steps:
s1, a work task and knowledge graph creating module: the method has the advantages that the method can enable workers to check the suspicious or difficult working procedures of the working tasks in a grading manner, ensure the correctness of the construction method and improve the construction quality and the construction efficiency;
s2, allocating work tasks to workers by plumbers: the manager distributes the work tasks in the progress planning module to each worker client through the dispatching module;
s3, receiving the work task by the worker: the worker client receives the work tasks dispatched by the dispatching module through the information transmission module;
s4, the worker queries the knowledge graph module and completes the work task: when a worker is technically confused in the process of a construction task, the worker client sends query request information of voice or characters to the query module through the information transmission module, the query module traverses the knowledge graph module and returns a query result to the worker client through the information transmission module, the worker continues to complete the construction task according to the query result, and the returned query result comprises voice information, character information or picture information.
The worker client is a mobile device or an intelligent terminal with a communication function, and when the mobile device is not powered on or is inconvenient, the intelligent terminal can query the knowledge graph.
Specifically, the knowledge graph module is used for storing the structured construction scheme information, and the format of the knowledge graph module is as follows: the structured database is divided into multiple levels (corresponding to the levels of the schedule), the first level is the name of the main project, such as a certain building project; the second level is the main construction steps specifically related to the project, such as preparation before construction, structure acceptance, basement outwork, backfill construction and the like; the third stage is the subdivision of the main construction process, for example, the structural construction is subdivided into concrete structure construction and steel structure construction; the fourth stage is the subdivision of the third stage, for example, the construction of a concrete structure can be subdivided into the construction of a basement structure and the construction of a main structure on the ground; the fifth level is the subdivision of the fourth level, for example, the construction of the basement structure can be subdivided into the construction of a foundation slab, the construction of an underground second layer and the like; similarly, the construction process is subdivided to the minimum; the construction scheme corresponding to the construction procedure with the minimum last level comprises the category of the used materials, the model of the tool, the specific construction method, the notice, the quality inspection standard, the relevant operation example picture and the like.
The knowledge graph can describe entities existing in the real world and the relation between the entities by the strong semantic processing capacity and the open organization capacity of the knowledge graph, along with the technical development and application of artificial intelligence, the knowledge graph is taken as one of key technologies and is widely applied to the fields of intelligent search, intelligent question answering, personalized recommendation, content distribution and the like, and the knowledge graph can play a key role in the processes of knowledge reuse, engineering experience structuralization, rapid engineering information acquisition of constructors and the like of building construction enterprises. The knowledge graph-based quick query traverses knowledge in an existing graph knowledge base and then accurately returns the queried knowledge to related personnel. Constructors can quickly obtain related construction information, so that construction quality, construction efficiency and the like of the building are improved.
Therefore, by adopting the method, the constructors can quickly obtain the relevant construction information in the progress node of the work task by traversing the perfect knowledge map with the information of the structured multilevel construction scheme and then accurately returning the inquired knowledge to the relevant constructors, thereby improving the construction quality and the construction efficiency of the building.
Example two
The invention also provides an intelligent construction information transmission system based on the knowledge graph, which is characterized by comprising a progress planning module 1, a knowledge graph module 2, a dispatching module 3, an information transmission module 4, a worker client 5 and an inquiry module 6.
The progress plan module 1 is used for creating a work task with performability, structural multi-level and progress nodes, namely, the project progress plan can be saved, and a manager can create the progress plan in a user-defined mode and upload an existing progress plan document.
The knowledge graph module 2 is used for building complete construction scheme information with structural multi-level, wherein the grade of each work task corresponds to the grade of each construction scheme in the knowledge graph module, namely the construction scheme information can be stored in a structural form, and the format is as follows: the structured database is divided into multiple levels (corresponding to the levels of the schedule), the first level is the name of the main project, such as a certain building project; the second level is the main construction steps specifically related to the project, such as preparation before construction, structure acceptance, basement outwork, backfill construction and the like; the third stage is the subdivision of the main construction process, for example, the structural construction is subdivided into concrete structure construction and steel structure construction; the fourth stage is the subdivision of the third stage, for example, the construction of a concrete structure can be subdivided into the construction of a basement structure and the construction of a main structure on the ground; the fifth level is the subdivision of the fourth level, for example, the construction of the basement structure can be subdivided into the construction of a foundation slab, the construction of an underground second layer and the like; similarly, the construction process is subdivided to the minimum; the construction scheme corresponding to the construction procedure with the minimum last level comprises the category of the used materials, the model of the tool, the specific construction method, the notice, the quality inspection standard, the relevant operation example picture and the like.
The dispatching module 3 is used for grabbing the work tasks in the progress planning module 1 and transmitting the work tasks to the worker client 5 through the information transmission module 4, namely, a manager assigns daily tasks to workers through the dispatching module 3 and then sends the daily tasks to the specified worker client 5 through the information transmission module 4.
The information transmission module 4 is a wireless communication module supporting a general or special standard, and is used for sending the information returned by the dispatching module 3 and the query module 6 to the worker client 5 and sending the information returned by the worker client 5 to the query module 6.
The worker client 5 receives a work task through the information transmission module 4, the worker client 5 sends voice or text to the query module 6 through the information transmission module 4, the worker client 5 is a common mobile device such as a mobile phone or a tablet, and has the functions of voice recognition, voice broadcast, receiving and sending information, for example, after receiving a daily task issued by a manager, a worker can query a construction scheme of a specific process through voice or text, firstly, the worker client 5 converts voice into text through the voice recognition function, then, the information is sent to the query module 6 through the information transmission module 4, the query module 6 queries the knowledge graph module 2 and returns information through the information transmission module, and finally, the worker client 5 receives, displays or broadcasts information, wherein the worker client 5 can also be an intelligent terminal, the intelligent terminal can also query the knowledge graph when the mobile device is not powered or convenient.
The query module 6 traverses the knowledge graph module 2 and returns a query result to the worker client 5 through the information transmission module 4, the query module 6 has a function of intelligent query based on the knowledge graph, and after relevant data is searched in the knowledge graph module 2 through a query request sent by a user, the information transmission module 4 is used for sending relevant information such as voice, characters or pictures and the like to the worker client 5.
The knowledge graph can describe entities existing in the real world and the relation between the entities by the strong semantic processing capacity and the open organization capacity of the knowledge graph, along with the technical development and application of artificial intelligence, the knowledge graph is taken as one of key technologies and is widely applied to the fields of intelligent search, intelligent question answering, personalized recommendation, content distribution and the like, and the knowledge graph can play a key role in the processes of knowledge reuse, engineering experience structuralization, rapid engineering information acquisition of constructors and the like of building construction enterprises. The knowledge graph-based quick query traverses knowledge in an existing graph knowledge base and then accurately returns the queried knowledge to related personnel. Constructors can quickly obtain related construction information, so that construction quality, construction efficiency and the like of the building are improved.
Therefore, the system is provided with the knowledge graph module 2, the inquired knowledge is accurately returned to relevant personnel through traversing the perfect knowledge graph with the structured multilevel construction scheme information, and the construction personnel can quickly obtain the relevant construction information in the progress node of the work task, so that the construction quality and the construction efficiency of the building are improved.
The above embodiments are preferred embodiments of the present invention, but the present invention is not limited to the above embodiments, and any other changes, modifications, substitutions, combinations, and simplifications which do not depart from the spirit and principle of the present invention should be construed as equivalents thereof, and all such changes, modifications, substitutions, combinations, and simplifications are intended to be included in the scope of the present invention.
Claims (8)
1. An intelligent construction information transmission method based on knowledge graph is characterized by comprising the following steps:
s1, a work task and knowledge graph creating module: establishing executable, structural multi-level and progress node work tasks through a progress planning module, and building a perfect knowledge graph module with structural multi-level construction scheme information, wherein the grade of each work task corresponds to the grade of each construction scheme in the knowledge graph module;
s2, allocating work tasks to workers by plumbers: the manager distributes the work tasks in the progress planning module to each worker client through the dispatching module;
s3, receiving the work task by the worker: the worker client receives the work tasks dispatched by the dispatching module through the information transmission module;
s4, the worker queries the knowledge graph module and completes the work task: when a worker is technically confused in the process of a construction task, the worker client sends query request information of voice or characters to the query module through the information transmission module, the query module traverses the knowledge graph module and returns a query result to the worker client through the information transmission module, and the worker continues to complete the construction task according to the query result.
2. The intellectual construction information transfer method based on knowledge graph as claimed in claim 1, wherein the worker client is a mobile device or an intelligent terminal with communication function.
3. The intellectual construction information transfer method based on knowledge-graph as claimed in claim 1, wherein the first level of the knowledge-graph module is the name of the project, and the last level thereof is the most detailed construction process including the type of materials used, the model of tools, construction specific method steps, precautions, quality inspection standards and example pictures of related operations.
4. The intellectual construction information transfer method based on knowledge graph as claimed in claim 1, wherein the query result returned in the step S4 includes voice information, text information or picture information.
5. An intelligent construction information transmission system based on a knowledge graph is characterized by comprising a progress planning module (1), a knowledge graph module (2), a dispatching module (3), an information transmission module (4), a worker client (5) and an inquiry module (6);
the progress planning module (1) is used for creating a work task with performability, structured multi-level and progress nodes, the knowledge map module (2) is used for building complete construction scheme information with structural multilevel, wherein the ranking of each of the work tasks corresponds to the ranking of each of the construction solutions within the knowledge graph module, the dispatching module (3) is used for grabbing the work tasks in the progress planning module (1) and transmitting the work tasks to the worker client (5) through the information transmission module (4), the worker client (5) receives the work task through the information transmission module (4), the worker client (5) sends the voice or the characters to the query module (6) through the information transmission module (4), the query module (6) traverses the knowledge graph module (2) and returns a query result to the worker client (5) through the information transmission module (4).
6. The intellectual construction information transfer system based on knowledge graph according to claim 5, wherein the worker client (5) is a mobile device or an intelligent terminal with communication function.
7. The intellectual construction information transfer system based on the knowledge-graph as claimed in claim 5, wherein the first level of the knowledge-graph module (2) is the name of the project, and the last level thereof is the most detailed construction process including the type of the used material, the model of the tool, the construction specific method steps, the caution items, the standard of quality inspection and the example picture of the related operation.
8. A intellectual construction information transfer system based on knowledge graph as claimed in claim 5 wherein, the returned query result received by the worker client (5) includes voice information, text information or picture information.
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Cited By (1)
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| CN117252449A (en) * | 2023-11-20 | 2023-12-19 | 水润天府新材料有限公司 | Full-penetration drainage low-noise pavement construction process and system |
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