人工智能和物联网应用程序的最大生产部署

关于客户

- 96GW 发电能力 - 年收入 710 亿欧元 - 全球 6200 万客户 - 73,000 名员工

挑战

为了提高效率、开发新服务并在整个组织中传播数字文化，Enel 正在执行企业范围的数字化战略。实现财富 100 强公司目标的核心是大规模部署 C3 AI 套件和应用程序。 Enel 运营着世界上最大的企业物联网系统，在意大利和西班牙拥有 2000 万个智能电表。

解决方案

团队合作用 C3 欺诈检测应用程序取代了传统的非技术损失识别流程。新应用程序使用先进的人工智能功能，根据能源回收的幅度和欺诈的可能性，对服务点潜在的非技术损失情况进行优先排序。

该系统将来自七个 Enel 源系统和 22 个数据集成的 10 万亿行数据集成并关联到一个统一的、联合的云图像中，该图像近乎实时地在 Amazon Web Services 上运行。 C3 Fraud Detection 使用分析和 500 多项高级机器学习功能，不断更新每个客户仪表的欺诈概率。

为了提高电网可靠性并减少故障的发生，Enel 为 5 个控制中心部署了 C3 预测性维护应用程序。该应用程序使用人工智能分析实时网络传感器数据、智能电表数据、资产维护记录和天气数据，以预测馈线故障。

收集的数据

Electricity Meters, Weather

运营影响

[Process Optimization - Predictive Maintenance]
The application uses AI to analyze real-time network sensor data, smart meter data, asset maintenance records, and weather data to predict feeder failure.

数量效益

2X Performance Increase in Identifying Unbilled Energy
€2.5B Cumulative Economic Benefit Target from Digitalization by 2021

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