Many manufactures already collect production data, but rarely exploit it. This project aims to exploit existing manufacturing process data (additional data acquisition also possible). The data provided by the partner will be analysed and utilized in support of machine learning in order to improve the manufacturing process.
Empower Operations is an AI algorithm company specializing in industry applications including product design, process improvement, and data management and analytics. Clients include a number of Fortune 500 companies.
Link defects to their causation.
Determine appropriate thresholds for manufacturing parameters based on data (not engineers' experience/guessing).
Improve product quality.
Reduce/remove reliance on experience and trial-and-error methodologies.
Create software tools for efficient future application of technologies
Machine learning and AI algorithms.
Data acquisition and processing.
Manufactures in metals/plastics industries (e.g. casting, injection molding).
Preferably medium to high volume.
Preferably with existing production data acquisition systems in place.
Desire to improve one or more of quality, yield, process control, process understanding (link defects to causation).
Ability to quantify the improvement that the application of technology has yielded
If you are interested please complete the following form.