How much does your factory depend on memory?

Johan du Toit, strategic sales executive for SYSPRO Africa. Image supplied

If we assign the human characteristic of intelligence to a factory, one can argue that factories traditionally relied on “memory” to achieve operational excellence.

In fact, management desperately relies on this “memory”, as the factory is expected to run without continuous instruction.

In a “smart” factory, systems and technology are used to override the “memory” of the factory, providing a continuous cycle of interpreting real-time data feedback, optimised decision-making, and direct real-time operational instructions.

This can only be achieved through the integration of several key pillars that together create a cohesive, intelligent ecosystem.

Assimilate, interpret and decide

At the heart of the automated cycle lies artificial intelligence (AI), which powers data-driven decision-making. An AI engine can analyse the vast quantities of real-time data from the factory floor, providing real-time insights that enable proactive decision-making.

Factories depend on artificial intelligence to assimilate data from more sources than a human being can absorb, interpret this data and decide on the best path forward.

This decision is either communicated as a suggestion to a human being or immediately executed in the so-called “dark” factory.

A typical example in manufacturing is predictive maintenance. By analysing patterns and identifying anomalies in equipment behaviour, AI can forecast maintenance needs, preventing costly breakdowns and minimising downtime.

AI can optimise production schedules, balancing workloads and improving resource allocation. It is only with AI that systems can replace the wise supervisor’s insightful, “The last time it made that noise we had to….”

Decisions are continuously improved by interpreting more and more data and autonomously learning and adjusting the resulting instruction. This is commonly referred to as machine learning (ML), the cornerstone of most AI applications.

Connectivity and real-time insights

When I started my career 30 years ago, I was working as an engineer on a power plant. At that time there was a control room, with control and information panels lining one side of a 40 to 40 metre room.

There was a gauge or warning light for every component, from temperature, pressure and vibration.

In fact, there was a whole instrumentation department that was solely focused on maintaining the control instruments for an operator to take in as much data as possible, about the condition of every machine in the plant.

Today the instrumentation department is almost wholly focused on getting the same feedback, and much more, but converted into a continuous data stream, to not only be presented on a computer screen, but to be submitted as continuous real-time data for interpretation by an AI engine.

What about the customer?

I think every operational manager or factory supervisor would agree that it is easy to optimise factory efficiency, if you just ignore the customer. But unfortunately, this is a luxury none of us can afford.

The factory remains connected to the outside world through buying and sales transactions, and today this is still the domain of the ERP solution.

The ERP is the custodian of all transactional data and dates, crucial in determining the eventual success and profitability of the manufacturing organisation as whole.

The benefits to manufacturers are lasting

In this digital age where we must adapt to continuous change, no manufacturer can no longer rely on the “memory” of the factory.

At a business level, more and more managers are insisting seeing the data before any decision is made. With AI, this philosophy is expanded to the factory floor, where millions of data elements must be interpreted per second, and the right decision is made consistently.

This improves efficiency and productivity, enabling the factory to remain competitive.

“A short pencil is much better than a long memory,” said Professor Jan Bonsma, and we all know that systems have replaced the pencil.