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From control to data: How IPCs are transforming Industrial Automation

ARTICLE

Industrial automation is evolving fast.

The traditional model—based on separate HMI (Human-Machine Interface) and PLC (Programmable Logic Controller) devices is giving way to a new generation of integrated computing platforms: Industrial PCs (IPCs).

This shift is more than a hardware upgrade. It marks a fundamental change in how factories operate, moving from a control-centric approach to a data-driven one. 

The Legacy Architecture: reliable but rigid

For decades, automation systems relied on a clear division of roles: PLCs handled real-time control, while HMIs provided visualization and user interaction. This architecture was robust and deterministic, perfect for the industrial world. 

But as digital transformation accelerates, this model is showing its age.

  • Modern manufacturing demands more: real-time data analytics, cloud connectivity, predictive maintenance, and seamless integration between IT and OT systems.
  • Traditional HMI/PLC setups, often based on proprietary hardware and closed software stacks, struggle to keep up. 

Enter the IPC: a unified, flexible platform

Industrial PCs are changing the game. These rugged, high-performance computers are designed for industrial environments but offer the flexibility of general-purpose computing. They can run modern operating systems like Linux or Windows, support virtualization and containerization, and host a wide range of applications, from control logic and HMI to edge analytics and cloud gateways. 

With IPCs, multiple functions can be consolidated into a single device. This:

  • reduces hardware complexity
  • simplifies maintenance
  • enables remote updates and orchestration.

More importantly, IPCs support open standards and modern development tools, making them ideal for scalable, future-ready automation systems. 

From control to data: a new Industrial Mindset

The real power of IPCs lies in their ability to process and act on data, right at the edge. In today’s smart factories, machines generate vast amounts of data every second. IPCs can collect, filter, and analyze this data in real time, enabling faster decisions and more responsive systems. 

Instead of sending raw data to the cloud, IPCs can perform local analytics, detect anomalies, trigger alerts, and optimize processes on the fly. This edge computing capability reduces latency, lowers bandwidth costs, and enhances system resilience. 

Moreover, IPCs can structure and contextualize data, making it easier to integrate with MES, ERP, and cloud analytics platforms. This turns raw machine data into actionable insights, fueling continuous improvement and innovation. 

Why OEMs and System Integrators are embracing IPCs

For machine builders and system integrators, IPCs offer a new level of design freedom. Solutions can be more modular, software-defined, and tailored to specific customer needs. Features can be deployed as software updates, reducing time-to-market and enabling new service models. 

Standard protocols like OPC UA and MQTT, along with container technologies like Docker, make it easier to build interoperable, scalable systems. IPCs become intelligent nodes in a connected ecosystem, capable of adapting to changing requirements and supporting advanced applications like AI, digital twins, and remote diagnostics. 

Conclusion: the future is Data-Driven 

The transition from traditional HMI/PLC systems to IPC-based platforms is not just a technological evolution, it’s a strategic shift. In the era of Industry 4.0, control is no longer enough. Manufacturers need data, insights, and agility. 

IPCs are the enablers of this new paradigm. They bring computing power to the edge, unify control and data processing, and open the door to smarter, more connected industrial systems. The future of automation is not just about controlling machines, it’s about understanding them. 

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