下载PDF
Real-Time Air Quality Monitoring with IoT and Cloud Infrastructure
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
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。
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。
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
相关案例.
Case Study
System 800xA at Indian Cement Plants
Chettinad Cement recognized that further efficiencies could be achieved in its cement manufacturing process. It looked to investing in comprehensive operational and control technologies to manage and derive productivity and energy efficiency gains from the assets on Line 2, their second plant in India.
Case Study
IoT System for Tunnel Construction
The Zenitaka Corporation ('Zenitaka') has two major business areas: its architectural business focuses on structures such as government buildings, office buildings, and commercial facilities, while its civil engineering business is targeted at structures such as tunnels, bridges and dams. Within these areas, there presented two issues that have always persisted in regard to the construction of mountain tunnels. These issues are 'improving safety" and "reducing energy consumption". Mountain tunnels construction requires a massive amount of electricity. This is because there are many kinds of electrical equipment being used day and night, including construction machinery, construction lighting, and ventilating fan. Despite this, the amount of power consumption is generally not tightly managed. In many cases, the exact amount of power consumption is only ascertained when the bill from the power company becomes available. Sometimes, corporations install demand-monitoring equipment to help curb the maximum power demanded. However, even in these cases, the devices only allow the total volume of power consumption to be ascertained, or they may issue warnings to prevent the contracted volume of power from being exceeded. In order to tackle the issue of reducing power consumption, it was first necessary to obtain an accurate breakdown of how much power was being used in each particular area. In other words, we needed to be able to visualize the amount of power being consumed. Safety, was also not being managed very rigorously. Even now, tunnel construction sites often use a 'name label' system for managing entry into the work site. Specifically, red labels with white reverse sides that bear the workers' names on both sides are displayed at the tunnel work site entrance. The workers themselves then flip the name label to the appropriate side when entering or exiting from the work site to indicate whether or not they are working inside the tunnel at any given time. If a worker forgets to flip his or her name label when entering or exiting from the tunnel, management cannot be performed effectively. In order to tackle the challenges mentioned above, Zenitaka decided to build a system that could improve the safety of tunnel construction as well as reduce the amount of power consumed. In other words, this new system would facilitate a clear picture of which workers were working in each location at the mountain tunnel construction site, as well as which processes were being carried out at those respective locations at any given time. The system would maintain the safety of all workers while also carefully controlling the electrical equipment to reduce unnecessary power consumption. Having decided on the concept, our next concern was whether there existed any kind of robust hardware that would not break down at the construction work site, that could move freely in response to changes in the working environment, and that could accurately detect workers and vehicles using radio frequency identification (RFID). Given that this system would involve many components that were new to Zenitaka, we decided to enlist the cooperation of E.I.Sol Co., Ltd. ('E.I.Sol') as our joint development partner, as they had provided us with a highly practical proposal.
Case Study
Splunk Partnership Ties Together Big Data & IoT Services
Splunk was faced with the need to meet emerging customer demands for interfacing IoT projects to its suite of services. The company required an IoT partner that would be able to easily and quickly integrate with its Splunk Enterprise platform, rather than allocating development resources and time to building out an IoT interface and application platform.
Case Study
Bridge monitoring in Hamburg Port
Kattwyk Bridge is used for both rail and road transport, and it has played an important role in the Port of Hamburg since 1973. However, the increasing pressure from traffic requires a monitoring solution. The goal of the project is to assess in real-time the bridge's status and dynamic responses to traffic and lift processes.
Case Study
Bellas Landscaping
Leading landscaping firm serving central Illinois streamlines operations with Samsara’s real-time fleet tracking solution: • 30+ vehicle fleet includes International Terrastar dump trucks and flatbeds, medium- and light-duty pickups from Ford and Chevrolet. Winter fleet includes of snow plows and salters.