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IoT Analytics Safeguarding Water Resources in Southern Italy
技术
- 分析与建模 - 大数据分析
- 传感器 - 电表
适用行业
- 农业
- 城市与自治市
用例
- 智慧城市供水管理
- 泄漏与洪水监测
服务
- 数据科学服务
- 系统集成
挑战
意大利南亚平宁地区负责该国中部和南部的水资源，越来越容易受到气候变化的影响。不可预测的猛烈雷暴正在影响土壤的水文地质结构，而长期干旱则加剧了潜在荒漠化的风险。土地用于农业和其他用途的密集使用也增加了遭受自然灾害的风险。地区流域管理局负责管理自然环境并保护水资源，其任务是监测这些资源的适当使用，预测该地区的供水，并防止自然和人为灾害。管理局发起了一个项目，持续监测全港水质和可用性，旨在建立一个远程传感器网络，监测供水系统并使用各种技术（包括大数据分析和数据科学建模）分析数据。
关于客户
本案例研究中的客户是意大利南亚平宁地区的地区流域管理局。该局负责管理自然环境并保护水资源。它监督这些资源的适当使用，预测该地区的供水，并防止自然灾害和人为危害，例如非法取水、排放和泄漏。该局致力于持续监测全港的水质和供应情况，并已着手建立一个遥感器网络项目，该网络可以监测供水系统并使用各种技术分析数据。
解决方案
该管理局正在与 Hitachi Vantara 合作开发一种系统，使用特定的多参数传感器（包括视频、热成像、激光雷达等）从现场采集数据。这些数据与地理信息系统和气象预报相结合，流入大数据分析和数据科学系统，使官员能够检查全境水资源并实时生成可操作的见解，以降低风险并保护环境。该解决方案使用 Hitachi Lumada Industrial Data Ops 来捕获整个地区偏远地点的当地水资源数据。然后，该数据与企业数据、GIS 和天气预报等外部数据混合。 Hitachi Content Platform Anywhere 将捕获的视频同步到中央文件服务器，Hitachi Content Intelligence 使用元数据丰富视频，然后将其适当存储在管理局的 Hitachi Content Platform 对象存储系统中。通过将传感器警报与视频数据相匹配并将结果输入管理局的研究应用程序，可以通过仪表板和控制室进行实时数据建模、分析和监控。
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