On Digital Twins and Industry 4.0
Notes on the future of production, applied examples, and lessons from the floor.
Digital Twin Examples: Live Demos by Sector
The shortest way to explain a digital twin is to open one. From a die-casting cell to a train depot, from a wind farm to a hospital: demos that open in the browser, and the question each one answers.
READ MORE →What Comes After MES? MES vs. Digital Twin
The MES is in place, work orders are tracked, the OEE report is ready every morning. Yet the meeting still asks the same question: why did we fall behind yesterday? The step after MES is the answer to that question.
What Is Offline Robot Programming (OLP), and How Is It Done?
Instead of stopping the robot and teaching each point with the pendant, the program is written and tried on a computer while the robot keeps producing.
What Is Virtual Commissioning? Testing the PLC First
Control software meets the machines for the first time at commissioning, and that is usually where the errors show up. Virtual commissioning moves that meeting onto a computer, before the site.
Four Builds of the Same Line: From 53 to 161 Parts an Hour
The hardest part of an investment decision is that you cannot try the alternative. In simulation you can: we ran the same line in four builds, and each one reported a different number.
AI Chatbot for ERP: What It Solves, What It Doesn't
The answer is already in the ERP; getting it out means knowing which screen to open. AI assistants close exactly that gap — and it is exactly where most demos fall over.
Digital Maturity Level: Which Step Is Your Factory On?
The most expensive mistake in digital transformation is misreading the step you're standing on. Five levels, and what each looks like on the floor.
Simulation or Digital Twin? Which, and When
One tests a factory that doesn't exist yet; the other watches the factory already running. Confusing them leads to the wrong investment decision.
What Is a Digital Twin? A Plain Definition
A digital twin isn't a 3D picture of your factory. What makes it a twin is the live data link to the real machines.
What Is OEE and How Is It Calculated?
OEE looks like a single number, but it answers three separate questions. The formula is simple; misreading it is surprisingly easy.
Where Factory Data Comes From: PLC, OPC UA, MES, ERP
Factories are full of data. The problem isn't absence, it's that the data is scattered across different systems. What does each source actually tell you?
Energy Efficiency with Digital Twins: Seven Steps
Energy efficiency is one of today's most critical issues. Businesses and industries keep looking for new ways to cut costs and improve sustainability.
7 Proven Steps to Build a Digital Twin
Building a digital twin doesn't start with choosing software. It starts with a question, a line, and knowing where that line's data lives.
AI Applications in Smart Factory Design
With the transformation Industry 4.0 brings, smart factories are becoming ever more important for raising efficiency and optimising costs in production.
The Role of Smart Factories in Industry 4.0
Digital transformation matters more every year in production facilities. Smart factory designs raise efficiency while cutting costs.
Digital Twins and VR: The Simulations of the Future
Digital twins raise efficiency by creating digital copies of physical assets; virtual reality spans applications from training to simulation.