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.
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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.