At the cyber – FoF’s core very essences are Reliability and Intelligent software. Without them:

• Operation performance is unstable.
• Operations technology fundamental laws are ignored.

Consequence: With a high automated – sophisticate environment, a very poor plant quality and throughput.

Reliability in modern conception means near 100% confidence on:

• Product quality and life–span
• Process repeatability, and
• Machine continuous repeatable running.

But with an holistic conception among them. I mean, that a permeable transmission of clever – filtered technological info preventing yet problems and improving future, must be set up between product, process, and maintenance.

The role of Promind®, the Prisma®’s A.I. module, is to be this intelligent filter, with two kinds of:

• Tactical: real-time predictive alarms, their causes, and suggested solutions
• Strategical: background self-learning knowledge over the Math-Physical laws behind product-process and machines behavior.

Both on high-easy interaction with engineers for creating-evolving models and assessing the provided info in terms of practical results.

Promind® with its two essential modules Sys CL + PML, displays the innovative technique of Symbolic Regression for better modelling in a comprehensible way the involved underlaying physical laws along the treated problem.

All the involved information is related with well-know Manufacturing Tools, in order to be easily manageable by the engineers.

Some of them, as example are:

• Weibull distribution and inference maths.
• Wöhler curve for fatigue testing
• Failure trees, cause-root analysis
• SPC and quality management tools
• Euler-Lagrange dynamic optimization models.