技术
- 应用基础设施与中间件 - 数据可视化
- 网络与连接 - MQTT
适用行业
- 水泥
- 建筑与基础设施
适用功能
- 物流运输
- 质量保证
用例
- 车队管理
- 实时定位系统 (RTLS)
服务
- 云规划/设计/实施服务
- 系统集成
关于客户
SS Global 是一家提供咨询和物联网 (IoT) 集成服务的公司,旨在实施完整的供应链解决方案并为客户开发独特的创新应用程序。他们的客户几乎负责管理任何类型的资源,包括人员、车辆、原材料、制造流程、物流系统和客户服务团队。 SS Global 的资产监控工具支持实时访问时间关键型数据,并提供对整个生态系统中关键绩效指标、位置数据和运营异常的深入可见性。
挑战
SS Global 是一家提供咨询和物联网集成服务的公司,在开发整个大都市区空气质量指数 (AQI) 的实时详细图片时面临着挑战。他们利用了有关温度、湿度以及颗粒物和大气气体浓度的物联网传感器数据。工程师需要能够实时或更快速地回放历史数据,以检查和了解天气、AQI 和其他因素之间的趋势和因果关系。对于系统来说,标记 AQI 和大气变化的不规则和异常也很重要,这可能表明未来影响当地居民的问题。
解决方案
Altair 与 Oracle 合作开发了使用 Oracle 云基础设施 (OCI) 的解决方案。工程师使用 MQTT 消息传递协议从现场物联网传感器引入数据。数据流包含每个传感器的纬度和纵向值,以及颗粒物、大气条件和气体浓度的数据。 Altair Panopticon 数据可视化软件提供了本机数据连接和所需的仪表板工具,而 OCI 提供了基于云的计算和存储基础设施以及 AI 服务(异常检测服务),以生成准确的预测并在传感器指标值超过正常值时发出警报。该团队构建了一系列仪表板,允许用户以时间序列图的形式查看 AQI,并按时间间隔和感兴趣的区域进行筛选。该分析系统的第一个实际应用是市政公交车的车队管理。
运营影响
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