How We Achieved ~100% Accuracy in Industry 4.0/IIoT?

Aditya Yadav
Sep 30, 2019 · 2 min read

The term Industry 4.0 encompasses a promise of a new industrial revolution — one that marries advanced manufacturing techniques with the Internet of Things to create manufacturing systems that are not only interconnected, but communicate, analyze, and use information to drive further intelligent action back in the physical world.

AI in The Factory of The Future — The Ghost in The Machine (Ref: BCG)

Inside The Factory We Mostly Need 4 Things

  • Intelligent Production
  • Intelligent Maintenance
  • Intelligent Quality
  • Intelligent Logistics

Automatski has already addressed challenges in Production via Optimization and Constraint Solving, and Logistics w/ Routing, Scheduling etc. Long time ago.

In this article we are going to discuss Quality & Maintenance

What is Intelligent Quality?

What is Intelligent Maintenance?

So What Is Our Solution And How Does It Work?

  • Our Solution can be used to Create ~100% Accurate Digital Models/Clones of Systems/Machines.
  • It has been tested for performance with ~1000 variables.
  • The Algorithm is of O (N³)
  • The Implementation is Distributed and can be Scaled Linearly
  • It utilizes Categorical & Numerical Data
  • Currently it only uses Structured Data and NOT Unstructured Data
  • It is a Deterministic Algorithm and NOT a Heuristic or an Approximation. This is by far The Best we can get Theoretically.

The Solution can address virtually all the needs of Industry 4.0 and IIoT w.r.t. Quality and Maintenance.

Our solution has comprehensively delivered The Holy Grail of Product Quality and System Maintenance Diagnosis and can implicitly accommodate a comprehensive suite of variables and models of arbitrary complexity.

We can do predictive maintenance with literally ~100% Accuracy. We can detect Quality Issues, and we can Diagnose Quality and Maintenance Issues with ~100% Accuracy.

We hope to support the capability of ~1m variables for the generated universal models by our solution. This will enable us to utilize the solution for things as complex as Aircraft Engines.

You can read more about the Millennium Breakthroughs here…

About us

This is our Website http://automatski.com

NirvanaThroughKarma

The transcendent state in which there is neither suffering, desire, nor sense of self, and the subject is released from the effects of karma and the cycle of death and rebirth.

Aditya Yadav

Written by

Millennium Inventor

NirvanaThroughKarma

The transcendent state in which there is neither suffering, desire, nor sense of self, and the subject is released from the effects of karma and the cycle of death and rebirth.

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