The integration of Artificial Intelligence (AI), particularly Deep Learning (DL), with Lean Six Sigma methodologies is an innovative area of research. The combination could provide new ways to improve operational efficiency, reduce waste, and enhance quality control processes. Here are a few research topic ideas that you might find valuable for your thesis:
For any of these topics, it will be important to not only develop and test AI models, but also to consider how these models can be integrated into existing Lean Six Sigma practices and workflows. It's also worth considering the human factors involved - for example, how will workers and managers need to adapt to these new tools? How can we ensure that these AI systems are transparent and trustworthy? Such considerations can add richness to your thesis and make it more impactful.
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