Antinuous

Manufacturing

Test every line and process change in simulation first.

Antinuous builds line and process models from your cycle times and sensor data and runs many scenarios at once as code. Each result links to the data and code behind it.

Sign up

Use cases

Spot early signs of machine failure

Sensor data and maintenance logs sit apart, so patterns before past failures are hard to find.

You ask

Here is a year of vibration and temperature data for our CNC spindles and the maintenance log. Find patterns that came before past failures.

What it does

  1. Antinuous reads the sensor exports and maintenance records you upload.
  2. It lines up sensor readings with each recorded failure.
  3. It tests which signals changed before failures and how far ahead.
  4. It charts the findings and suggests what to watch.

You get

A notebook charting vibration, heat or current patterns, with the analysis code.

Vibration (mm/s)7.11.8160Rise beginsDays before failure

Spindle vibration against days until the next failure. Illustrative values.

Who it's for

Manufacturing engineersSimulate a line change before you move equipment.
Quality engineersRank likely defect causes with the data behind each.
Reliability engineersSpot early signs of machine failure in your data.
Supply chain analystsWatch material prices and supplier risk each month.

Works with

FRED
BLS
Slack
Google Slides
PowerPoint

More in engineering and industry

Mechanical engineering

Run stress studies on every design variant.

Automotive

Run thousands of vehicle, battery and safety scenarios in simulation.

Sign up

Try Antinuous on your own research.
Sign up