CN-121998419-A - Knowledge-graph-based slope construction supervision system and method

CN121998419ACN 121998419 ACN121998419 ACN 121998419ACN-121998419-A

Abstract

The invention provides a slope construction supervision system and method based on a knowledge graph, which relates to the technical field of slope construction, and establishes a corresponding knowledge graph aiming at each construction task, wherein the knowledge graph comprises a set construction task, a set engineering measure, a set task target, engineering measures filled by field management staff, construction states filled by field management staff and construction progress filled by field management staff; when the project measures filled by the site manager are inconsistent with the set project measures, safety precaution is carried out, when a risk event occurs, construction period progress precaution is carried out, whether the yield target can be normally completed is judged according to the construction progress filled by the site manager and delay days required by releasing the precaution, if not, the yield target precaution is carried out, corresponding remedial measures are provided, the problem of potential safety hazards or delayed risk response caused by difficult supervision of the existing slope construction is solved, and the invention is suitable for slope construction supervision.

Inventors

PENG YUKUN
QIAO YUEBIN
TU XIAOFEI
SHAO MIN
ZHANG CHUANHANG
ZHANG XIAOCHUAN
Zhao Yanzhun

Assignees

中国电建集团成都勘测设计研究院有限公司

Dates

Publication Date: 20260508
Application Date: 20260121

Claims (10)

1. The side slope construction supervision system based on the knowledge graph is characterized by comprising a side slope construction knowledge graph building module and a rule base setting module, wherein the side slope construction knowledge graph building module is used for building a side slope construction knowledge graph, the knowledge graph comprises a set construction task, set engineering measures, a set task target, engineering measures filled by site managers, construction states filled by site managers and construction progress filled by site managers, the set construction task comprises an excavation object, the set engineering measures are determined according to a design drawing, the set task target comprises a safety target, a construction period progress target and a production value target, the construction states filled by the site managers comprise normal and occurring risk events, the rule base setting module is used for setting an early warning rule, the early warning rule comprises a safety early warning rule when the engineering measures filled by the site managers are inconsistent with the set engineering measures, and informs the site managers of judging the number of delay days, and informs the site managers of early warning schedule of judging the number of delay days when the risk events occur, and judges whether the construction progress and the production delay time is not completed according to the number of delay days and the corresponding production value can be completed, and the production value can not be provided.
2. The knowledge-graph-based slope construction supervision system according to claim 1, wherein the excavated object comprises one of open channel excavation, tunnel excavation, and cap excavation.
3. The knowledge-graph-based slope construction supervision system according to claim 1, wherein the set engineering measures include one or more of sprayed concrete thickness, number of anchor rod supports, and rebar mesh area.
4. The knowledge-graph-based slope construction supervision system according to claim 1, wherein the risk event comprises slope collapse, slope slip, and a crisis fall.
5. The knowledge-graph-based slope construction supervision system according to claim 1, wherein the remedial measure comprises increasing constructors or extending daily construction time.
6. The knowledge-graph-based slope construction supervision method is applied to the knowledge-graph-based slope construction supervision system as set forth in claim 1, and is characterized in that the method comprises the following steps: S1, building a knowledge graph of slope construction by using a slope construction knowledge graph building module, wherein the knowledge graph comprises a set construction task, a set engineering measure, a set task target, a project measure filled by site management personnel, a construction state filled by site management personnel and a construction progress filled by site management personnel, the set construction task comprises an excavation object, the set engineering measure is determined according to a design drawing, the set task target comprises a safety target, a construction period progress target and a production value target, and the construction state filled by the site management personnel comprises normal and happened risk events; s2, daily updating the filled engineering measures, construction states and construction progress by site management personnel; S3, when the project measures filled by the site manager are inconsistent with the set project measures, carrying out safety early warning and notifying a project schedule manager of judging the delay days; and S4, judging whether the yield target can be normally completed according to the construction progress and the delay days filled by site management personnel, if not, carrying out yield target early warning, and providing corresponding remedial measures.
7. The knowledge-graph-based slope construction supervision method according to claim 6, wherein the excavated object comprises one of open channel excavation, tunnel excavation, and cap excavation.
8. The knowledge-graph-based slope construction supervision method according to claim 6, wherein the set engineering measures include one or more of sprayed concrete thickness, number of anchor rod supports, and reinforcing mesh area.
9. The knowledge-graph-based slope construction supervision method according to claim 6, wherein the risk event includes slope collapse, slope slip, and dangerous stone fall.
10. The knowledge-graph-based slope construction supervision method according to claim 6, wherein the remedial measure includes increasing constructors or extending daily construction time.

Description

Knowledge-graph-based slope construction supervision system and method Technical Field The invention relates to the technical field of slope construction, in particular to a slope construction supervision system and method based on a knowledge graph. Background In the engineering construction process, safety, progress and yield are three important elements in the project management process, a plurality of project management platforms have been developed in the engineering field, and multi-source project management data can be collected to assist project teams in carrying out field management. The construction process of the engineering often involves slope construction, the safety management requirement on the construction is high, the management platform can collect slope stability data through the sensor, and site management personnel can fill up the data such as the construction condition, the safety inspection condition, the uploading construction progress condition, the resource allocation condition and the like of the slope reinforcement measures. These data typically exist under different business segments, with the data isolated and uncorrelated. When the slope construction is problematic, a manager needs to analyze a plurality of management elements respectively, and cannot make decisions and judgments quickly, so that risk response is delayed, safety accidents are easy to occur, and economic losses are caused. Disclosure of Invention The invention provides a slope construction supervision system and method based on a knowledge graph, which solves the problems of potential safety hazards or delayed risk response caused by difficult supervision of the existing slope construction. The side slope construction supervision system based on the knowledge graph comprises a side slope construction knowledge graph building module and a rule base setting module, wherein the side slope construction knowledge graph building module is used for building a side slope construction knowledge graph, the knowledge graph comprises a set construction task, a set engineering measure, a set task target, engineering measures filled by site managers, construction states filled by site managers and construction progress filled by site managers, the set construction task comprises an excavation object, the set engineering measure is determined according to a design drawing, the set task target comprises a safety target, a construction period progress target and a production value target, the construction states filled by the site managers comprise normal and occurring risk events, the rule base setting module is used for setting an early warning rule, the early warning rule comprises safety early warning when the engineering measures filled by the site managers are inconsistent with the set engineering measures, notifying the site managers to judge delay days, early warning progress is performed when the event occurs, notifying the site managers to judge the early warning progress, and notifying the site managers to judge the number of days when the construction progress is delayed according to the fact that the site managers can finish the corresponding risk values, and if the construction progress is not completed, the normal and the production value can be judged by the corresponding risk values can be obtained. Further, the excavation object comprises one of open channel excavation, tunnel excavation and bearing platform excavation. Further, the set engineering measures include one or more of sprayed concrete thickness, number of anchor bolts and area of the reinforcing mesh. Further, the risk event includes slope collapse, slope slippage and dangerous rock fall. Further, the remedial action includes increasing constructors or extending daily construction time. The invention also provides a slope construction supervision method based on the knowledge graph, which is applied to the slope construction supervision system based on the knowledge graph, and comprises the following steps: S1, building a knowledge graph of slope construction by using a slope construction knowledge graph building module, wherein the knowledge graph comprises a set construction task, a set engineering measure, a set task target, a project measure filled by site management personnel, a construction state filled by site management personnel and a construction progress filled by site management personnel, the set construction task comprises an excavation object, the set engineering measure is determined according to a design drawing, the set task target comprises a safety target, a construction period progress target and a production value target, and the construction state filled by the site management personnel comprises normal and happened risk events; s2, daily updating the filled engineering measures, construction states and construction progress by site management personnel; S3, when the project measures filled by the site manager are inconsiste