ThingsBoard platform provides out-of-the-box components and APIs to dramatically reduce time to market and your effort to create smart metering solutions. Save up to 90% of development time for your smart metering solution by utilizing following benefits:
The platform provides production ready server infrastructure to connect your smart meter devices, collect, store and analyze metering monitoring data, and share results of the analysis with your customers and end-users.
The following interactive dashboard hosted on live demo server represents smart metering IoT data visualization that may be embedded in your IoT project or solution. See dashboard description below.
The attached dashboard demonstrates real-time data from smart-meters that is collected using ThingsBoard MQTT API. The data is stored in Cassandra DB on our demo server.
We would like to highlight following features:
The diagram below identifies data flow and integration points for typical smart metering solution that uses ThingsBoard platform to collect and analyze monitoring data from smart meters.
You may notice that there are plenty of connectivity options for smart meters: either direct connection to the cloud or through the IoT Gateway. Platform supports industry standard encryption algorithms (SSL) and device credentials types (X.509 certificates and access tokens). The collected data is stored in Cassandra - fault-tolerant and reliable NoSQL database. ThingsBoard Rule Engine allows to forward incoming data to various analytics systems, such as Apache Spark or Hadoop using Kafka or other Message buses.