Generative AI in Manufacturing: A Review of Innovations, Challenges, and Future Prospects
Praveen Kotholliparambil Haridasan, Hemant Jawale
2024Journal of Artificial Intelligence Machine Learning and Data Science18 citationsDOIOpen Access PDF
Abstract
<p>Generative Artificial Intelligence (Gen AI) has emerged as a transformative technology in the manufacturing industry, enabling advanced design automation, process optimization, predictive maintenance and quality control capabilities. Using machine learning models like GANs and Variational Autoencoders (VAEs), Gen AI can create new data independently, improve decision-making across the entire manufacturing lifecycle and make workflows more efficient.</p>
Topics & Concepts
Generative grammarEngineeringComputer scienceCognitive scienceArtificial intelligencePsychologyManufacturing Process and Optimization