Home▸Data Science▸Automation Data Automation Simulation

🧪 Automation Data Automation Simulation

Interactive statistical-process-control simulator: live sensor data streams down a conveyor, an automated feedback loop analyzes the rolling mean and variance in real time, and decides when to correct the process or reject an out-of-spec item.

Data Science2DModerate60 FPS📱 Mobile-adapted

This simulation shows how automated systems actually use data to drive real-time decisions. A noisy process stream feeds a statistical-process-control loop that continuously computes a rolling mean and variance, compares each new reading against a spec tolerance, and acts on what it finds — nudging the process back toward target with a proportional correction and directing a robotic arm to pull out-of-spec items off a live conveyor. Turn automation off and the same drifting, noisy data goes unanalyzed and unacted-on, so bad items sail straight through — a concrete picture of why closed-loop automation, not just data collection, is what keeps an automated system in control.

⚙ Under the hood

This simulation demonstrates how data is used to drive automation processes. It showcases real-time data analysis and decision-making within an automated system.

Automation Data

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install