科技创新与应用2025，Vol.15Issue(30)：116-119,4.DOI:10.19981/j.CN23-1581/G3.2025.30.028
水利工程智慧预警系统设计
张文豪1
作者信息
- 1. 河南省科达水利勘测设计有限公司,郑州 450003
- 折叠
摘要
Abstract
This research is committed to building a dynamic early warning system for river basin ecological security with universal adaptability,and innovatively proposes a three-in-one technical paradigm of"multi-source perception-intelligent decision-visual interaction."By integrating multimodal data fusion algorithms and deep reinforcement learning frameworks,a configurable intelligent watershed monitoring system has been developed to break through the spatio-temporal scale limitations of traditional methods.The system architecture adopts the collaborative operation mechanism of distributed sensing networks and edge computing nodes to build a hierarchical technical framework including environmental awareness matrices,heterogeneous communication relays,and intelligent analysis hubs,realizing the full range from sub-minute data capture to three-dimensional visual decision-making.Link closed-loop management.On the technical realization path,algorithm modules such as hydrodynamic simulation,habitat simulation and multi-objective optimization are integrated to form a parameter adaptive watershed characteristic analysis scheme.The core of the system uses a dynamic risk-awareness engine and combines deep time-series prediction network algorithms to build a multi-level early warning response mechanism including abnormal fluctuation identification,trend deduction and risk map generation.A prediction method based on LSTM model is established and applied to water level early warning of water conservancy projects.关键词
水利工程/预警系统/智慧化/数据化/预测方法Key words
water conservancy engineering/early warning system/intelligence/data/prediction method分类
建筑与水利引用本文复制引用
张文豪..水利工程智慧预警系统设计[J].科技创新与应用,2025,15(30):116-119,4.
