|
随着物联网、大数据、5G 及数字孪生等技术的快速发展,水利行业正经历着一场深刻的数字化转型。水利数字孪生平台作为实现物理世界与虚拟世界数据实时交互、融合的关键技术,已成为提升水利工程运行管理智能化水平的重要手段。本文将从水利数字孪生平台的概念、技术架构、产品功能、面临的挑战及未来展望等方面进行详细阐述,旨在为水利行业的数字化、智能化发展提供理论参考和实践指导。
水利是国家基础设施的重要组成部分,直接关系到国计民生。随着全球水资源日益紧张及城市水务管理的复杂性不断增加,传统的水利管理方式已难以满足现代社会的需求。水利数字孪生平台通过集成物联网、大数据、云计算等先进技术,构建了一个与物理水利系统相对应的虚拟世界,实现了对水利系统的全面感知、深度分析、科学决策和精准执行,为水利行业的可持续发展提供了有力支撑。
一、水利数字孪生平台的概念
数字孪生(Digital Twin)是一种通过数字化手段构建与物理实体相对应的虚拟体,实现对物理实体的了解、分析、预测、优化和控制的技术。水利数字孪生平台则是在此基础上,针对水利行业特定需求,构建的集数据采集、模型构建、仿真分析、决策支持等功能于一体的综合管理平台。
二、水利数字孪生平台的技术架构
2.1 HZInfo3000 信息化平台层
HZInfo3000 信息化平台为上层业务平台提供技术支撑和保障,主要包括基础业务平台、数据平台、算法平台和可视化平台,平台向上提供标准化功能和接口,便于业务层各个项目的定制化和扩展,可视化平台提供二维、GIS、三维基础引擎,业务层可以基于进行二维控件开发、GIS 一张图拖拽和三维效果实现。
2.2 水利数字孪生平台层
基于 HZInfo3000 信息化平台实现水利标准业务,对应用层提供标准化功能和接口。在算法模型平台扩展实现或者集成多种专业模型:
(1).水利模型:集成 API 降雨径流模型、新安江模型、马斯京根法、水位控制模型、水闸调度模型、洪水影响分析模型等
(2).智能诊断:油泵过度工作、溜负荷(开)、轴承温度整体升高、机组效率突然下降等
(3).图像识别:人员入侵、水位识别、漂浮物识别、钓鱼识别等
在数据平台基础上打造水利业务专业数据底板,对数据分门别类(业务数据、监测数据、地图数据)进行有效管理,从而可以支撑系统更好的构建业务场景,拓展业务。同时
针对数据采集,补充标准的水文协议、水资源协议、物联网协议,脱离数据感知层扩充更多的业务数据。在可视化平台基础上行成标准的业务一张图,构建出水利业务的专属控件,基于平台二维组态能力实现业务层的标注化,各个业务(水闸 / 水库 / 泵站 / 灌区 / 电站)提供标准的业务一张图模板,最大限度的降低业务大屏的定制化开发成本。
在基础业务平台上,扩展成水利基础业务平台,包括:水雨情监测、大坝安全监测、水质监测、防汛调度、巡检管理、运维管理、两票管理、防汛四预等。
2.3 数字孪生应用层
基于水利数字孪生标准业务和“可插拔式”的业务底座,行成多业务的标准化产品,应用于上游业务部门的各个项目(水闸 / 泵站 / 水库 / 灌区 / 水电站信息化 / 数字孪生项目)。再通过各个项目的应用,反向打造更稳定可靠的水利数字孪生产品。
三、水利数字孪生平台的应用现状
3.1 水闸数字孪生
水闸数字孪生融合了高精度建模与实时数据集成,为实体水闸构建了全方位、动态的虚拟镜像。该技术不仅利用二维平面图提供基础信息,更通过三维可视化技术深度还原水闸的立体构造与周边环境,极大地增强了监控与管理的直观性和精确性。系统集水闸监测、控制、运维于一体,涵盖工程总览、运行、维护、安全及安防五大核心专题图,共支撑包括日照与天气模拟、历史与设计洪水演示、校核洪水分析、水闸智能调度、闸门精准启闭、预报辅助调度、智能巡检等在内的二十大关键场景。这些场景相互协同,共同构建起一个高效、智能的水闸管理体系,实现了对水闸运行状态的实时监控、精准控制及预防性维护,为水利工程管理现代化注入了新的活力。
<img src="data:image/png;base64,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 |