Industrial Internet Integration

There are several typical problems in the digital transformation of the manufacturing industry:

• Difficulty in integrating device and environment data

  To monitor and manage production devices of various brands and types in real time, device and environment data need to be collected and uploaded. However, such devices use different data formats and database standards, which makes it difficult to integrate device and environment data.

• Difficulty in preventing device faults

  In a factory, any machine fault may have a huge impact on the entire assembly production line.

• Difficulty in optimizing production strategies and decision-making of enterprises

  Different formats of collected data result in difficult data analysis. Therefore, it is a challenge for enterprises to optimize existing production strategies based on the collected data and to determine whether to execute new production strategies.

Leveraging the enterprise-class big data analysis solution, ROMA Connect helps the manufacturing industry transform to IoT integration through data collection and integration, and finally achieves the "smart" vision.

• Device digitalization and integration

  ROMA Connect uses different methods, such as MQTT, and gateway, to connect various types of devices to enterprise backends, implementing bidirectional communication.

• Fault prediction and alarming

  Information about all devices is integrated on the ROMA Connect console for real-time monitoring and prewarning analysis. Once parameters of a device become abnormal, ROMA Connect generates an alarm on the console and notifies the owner of repairing the device. If the real-time status of a device deviates from the normal data range, a notification is sent to device maintenance personnel to repair the device in a timely manner.

• Data conversion and analysis

  ROMA Connect FDI imports data generated by industry SaaS services to ROMA Connect and transmits the data to MapReduce Service (MRS), helping enterprises analyze big data and optimize production strategies.

  Figure 1 Industrial Internet integration