一种基于路径优化的智能化市政管线布线方法及系统
By constructing a three-dimensional digital base and a hybrid optimization algorithm, the path optimization problem under multiple constraints in municipal pipeline layout was solved, realizing dynamic adaptation and closed-loop management of the entire process during the construction phase, and improving the intelligence and real-time adaptability of municipal pipeline layout.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- URBAN PLANNING & DESIGN INST OF SHENZHEN UPDIS
- Filing Date
- 2026-05-09
- Publication Date
- 2026-07-17
AI Technical Summary
Existing municipal pipeline layout methods are difficult to achieve global optimization of pipeline paths and dynamic adaptation during construction under multiple constraints. Traditional methods rely on two-dimensional drawings and manual experience, which cannot achieve efficient integration and unified application of multi-source data. This makes it difficult to link planning and design schemes with on-site construction conditions in real time, and the overall system lacks systematic and intelligent path optimization support.
An intelligent municipal pipeline routing method based on path optimization is adopted. Through multi-source data standardization processing, BIM and GIS integration to construct a three-dimensional digital base, hierarchical spatial index and three-level pipeline detection units, combined with a hybrid optimization method of multi-objective genetic algorithm and deep reinforcement learning, the detection units are called in real time to complete conflict verification, and the search direction and constraint weights are dynamically adjusted according to the conflict results to generate the optimal pipeline layout path scheme.
It enables rapid convergence to obtain the globally optimal pipeline route scheme under multiple constraints, ensuring that the pipeline route adapts to changes in on-site working conditions in real time during the construction phase, realizing closed-loop management of the entire process, and maintaining the compliance, safety, and feasibility of the deployment scheme.
Smart Images
Figure CN122154120B_ABST