In the field of modern industrial automation, SCADA (Supervisory Control and Data Acquisition) systems are essential tools for monitoring industrial equipment, collecting data, and enabling visualization. With the development of the Industrial Internet of Things (IIoT), enterprises have higher demands for the real-time performance, flexibility, and visualization capabilities of SCADA systems. ARMxy, an industrial edge computing gateway based on the ARM architecture, combined with Grafana, an open-source metrics analysis and visualization platform, provides an efficient and flexible solution for industrial visualized SCADA systems.
ARMxy, as an industrial edge computing gateway, offers the following advantages:
Multi-core heterogeneous design, powerful performance
ARMxy provides multi-core processor configurations ranging from low-power Cortex-A7 to high-performance Cortex-A55, meeting the computing needs of various industrial scenarios.
Industrial-grade design, stable and reliable
Featuring a rugged enclosure and wide-temperature design, it adapts to harsh industrial environments, ensuring long-term stable operation.
Rich interfaces, flexible expansion
Equipped with multiple I/O interfaces (such as Ethernet, serial ports, USB, GPIO, etc.) and support for expansion modules, it easily connects to industrial devices like PLCs and sensors.
Edge computing capabilities
Supports data collection, protocol conversion, and preprocessing at the edge, reducing data transmission latency and cloud load.
Grafana is an open-source metrics analysis and visualization platform with the following features:
Rich visualization components
Supports various visualization forms such as line charts, bar charts, dashboards, and heatmaps, meeting diverse industrial data display needs.
Multi-data source support
Supports data retrieval from multiple sources (e.g., InfluxDB, Prometheus, MySQL), enabling seamless integration with data collected by ARMxy.
Real-time monitoring and dynamic updates
Provides real-time data monitoring and dynamic dashboard updates, helping users quickly grasp equipment status.
Highly customizable
Users can customize dashboard layouts and display content according to their needs, catering to different visualization scenarios.
The combination of ARMxy and Grafana delivers the following core values for industrial visualized SCADA systems:
ARMxy collects real-time data from industrial equipment (e.g., temperature, pressure, vibration) through protocols such as Modbus, OPC UA, and MQTT.
Preprocesses data at the edge (e.g., filtering, aggregation, anomaly detection), reducing data transmission volume and improving system efficiency.
ARMxy transmits processed data to the cloud or local databases (e.g., InfluxDB, TimescaleDB) via MQTT or HTTP protocols.
The data storage layer provides stable and efficient data source support for Grafana.
Grafana retrieves data from databases and generates real-time monitoring dashboards to display equipment status, production efficiency, and key metrics.
Supports multi-dimensional data analysis, helping users quickly identify potential issues and make decisions.
Grafana supports remote access, allowing users to view monitoring data in real time via web browsers or mobile devices.
Combined with Grafana's alerting function, the system automatically triggers notifications (e.g., email, SMS) when equipment data is abnormal, enabling timely issue resolution.
Equipment Status Monitoring
Real-time monitoring of industrial equipment status (e.g., temperature, pressure, current) and intuitive display through Grafana dashboards.
Production Data Analysis
Analysis and visualization of key production line metrics such as efficiency, energy consumption, and yield rate, helping enterprises optimize production processes.
Predictive Maintenance
Based on equipment data collected by ARMxy and visualized analysis with Grafana, predict equipment failures and enable preventive maintenance.
Energy Management
Monitor factory energy consumption (e.g., electricity, water, gas) and generate energy usage reports with Grafana, helping enterprises reduce energy costs.
A manufacturing enterprise built a SCADA system using ARMxy and Grafana:
ARMxy collected operational data from production line equipment and transmitted it to InfluxDB via the MQTT protocol.
Grafana retrieved data from InfluxDB and generated real-time monitoring dashboards to display equipment status and production efficiency.
Using Grafana's alerting function, the enterprise achieved real-time notifications for abnormal equipment status, significantly reducing equipment downtime.
The combination of ARMxy ARM Based SBCs and Grafana provides an efficient, flexible, and cost-effective solution for industrial visualized SCADA systems. ARMxy's powerful edge computing capabilities and rich interfaces complement Grafana's robust data visualization features, helping enterprises achieve digital transformation goals such as equipment monitoring, data analysis, and production optimization. Through this combination, enterprises can manage industrial equipment more efficiently, improve production efficiency, reduce operational costs, and ultimately achieve intelligent upgrades.
