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Patent drawing for Optimizing manufacturing processes using one or more machine learning models
US 11,055,639 B1
Business & commerce US 11,055,639 B1 Not in force

Optimizing manufacturing processes using one or more machine learning models

This invention describes a system that uses machine learning to find the best settings for a manufacturing process. It works by repeatedly trying different settings, feeding them into a trained machine learning model (which could be a neural network) to predict an outcome, and then using that prediction to refine the search for even better settings. The goal is to identify a recommended set of values that optimizes a specific characteristic of the product or process.

Why it matters: Filed before the widespread adoption of MLOps practices and more powerful, accessible machine learning frameworks. Building and deploying such a heavy software system with advanced ML models is significantly more practical and efficient today than in 2020.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedHeavy software system, machine learning, optimization algorithms

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