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)
AI in the Factory of the Future: The Ghost in the Machine
Artificial intelligence (AI) is a hot topic in business technology, and industrial companies have taken notice. By…
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?
Detecting Quality Issues — Deviations and Defects. And Identifying Configurations, Settings, Reasons and Risks that led to the Quality Issues.
What is Intelligent Maintenance?
Reduce equipment breakdowns and increase asset utilization by Predictive Maintenance. Failure and Time To Failure Models need to consider more than 1,000 variables related to material input, material output, process parameters, and weather conditions.
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…
This is our Website http://automatski.com