What Is Industrial Edge Computing?
Industrial edge computing processes data at or near the machines that generate it. Instead of sending every sensor reading to a central cloud platform, an edge device collects, processes and securely transmits the relevant machine data where it is needed. Edge nodes can flag anomalies and run automated responses in real time, which reduces delay and limits the data sent over the network.
Key Requirements for Edge Hardware
Edge computing infrastructure supports edge AI platforms, distributed processing architectures, edge-cloud orchestration and low-latency application delivery for IoT and real-time workloads. Edge hardware therefore needs enough processor cores, memory and storage to run local applications, along with the network ports and power inputs that plant equipment uses.
Comparing Edge Processor Options
| Processor | Cores | Max Frequency | Cache |
|---|---|---|---|
| Intel Core i7-1255U | 10 | 4.7 GHz | 12 MB |
| Intel Core i5-1240P | 12 | 4.4 GHz | 12 MB |
| Intel Core i3-1215U | 6 | 4.4 GHz | 10 MB |
| Intel Core 5 120U | 10 | 5.0 GHz | 12 MB |
| Intel Celeron N5095A | 4 | 2.9 GHz | 4 MB |
| AMD Ryzen 5 7430U | 6 | 4.3 GHz | 16 MB |
| ARM Cortex-A53 | 4 | 2.0 GHz | Not listed |
Higher core counts suit workloads that run several applications at once. Lower-power processors such as the N5095A and the ARM Cortex-A53 suit simpler control and data collection tasks.
Use Cases
Edge computers are used for machine monitoring, data aggregation at each production site, local control decisions, and visualization on the factory floor. Sites with unreliable connectivity benefit most, because local processing keeps running when the link to the cloud is interrupted.
Thinvent Products for Industrial Edge Computing
Thinvent has industrial PCs, mini PCs and thin clients for edge deployments. The Thinvent Industrial PC IPC5 is available with Intel Core i5-1240P and i7-1255U processors, 16GB or 32GB DDR4 RAM, 512GB or 1TB SSD, and dual LAN on selected models. The Thinvent Industrial PC IPC3 uses the Intel Core i3-1215U with 8GB RAM and 256GB SSD and runs Ubuntu Linux. The Thinvent Aero Mini PC uses the Intel Core i3-1215U or Core 5 120U. The Thinvent Treo Mini PC is offered with the Intel N5095A or the AMD Ryzen 5 7430U. The Thinvent Micro 5R Thin Client uses an ARM Cortex-A53 processor with 2GB RAM and 16GB eMMC storage, WiFi 6 and Bluetooth.
