What "Data Acquisition" Means in Industrial Computing
Data acquisition (often abbreviated DAQ) is the process of sampling physical signals — voltage, current, temperature, pressure, flow, vibration, digital pulses — converting them into digital values, and moving that data to software for logging, visualisation or control. On the factory floor, in a substation, or at a remote telemetry site, the computer that sits at the centre of this chain is usually an industrial PC (IPC) or a ruggedised mini PC rather than a desktop.
A DAQ system has three layers: sensors and signal conditioning at the edge, an acquisition layer that reads those signals at a defined sample rate, and a processing/communications layer that timestamps, stores and forwards the data. The acquisition layer may be a dedicated DAQ module, a PLC, a microcontroller, or — increasingly — the industrial PC itself, using serial (RS-232/RS-485), Modbus RTU/TCP, USB, Ethernet/IP or MQTT to talk to field devices.
What an Industrial PC Brings to a DAQ Installation
The PC layer matters more than it first appears. A data acquisition host must run continuously, survive dust, vibration and wide temperature swings, timestamp data accurately, and keep communicating when the network drops. Industrial PCs are built for that: fanless chassis with no moving parts to clog with dust, wide-range DC power inputs, DIN-rail or wall mounting, watchdog timers, and multiple hardware serial ports for legacy instruments that will never speak Ethernet.
Key technical considerations when specifying the host:
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Serial ports — Quad DB9 RS-232/RS-485 configurations let one PC poll several instruments directly, without USB-to-serial adapters that can drop out.
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CPU and memory — Data logging plus a local dashboard or SCADA client needs a modern multi-core processor and enough RAM to buffer records between network syncs.
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Storage — SSDs tolerate vibration far better than spinning disks and give faster writes for high-rate logging.
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Networking — Dual Gigabit Ethernet lets you keep the OT network and the IT/uplink network physically separate.
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Operating system — Windows 11 Pro or IoT for commercial SCADA packages, embedded Linux for long-life headless data collection.
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Power — 12 V DC input suits battery, solar and DC-bus installations common in remote telemetry.
Typical Applications
| Application | Typical Host Requirements |
|---|---|
| Factory SCADA / MES data collection | Multi-core CPU, dual Ethernet, Windows 11 Pro, 16 GB RAM |
| Energy and utility substation logging | Fanless IPC, wide-temp, multiple RS-485 ports, Linux |
| Laboratory instrument control | Serial or USB instrument links, SSD storage, quiet operation |
| Building automation / BMS gateways | Compact fanless mini PC, Modbus TCP, low power draw |
| Environmental and remote telemetry | 12 V DC input, SSD, cellular or Ethernet backhaul |
| Machine vision and quality inspection | Higher core |