Browse Publications Technical Papers 2024-28-0034

Revolutionizing Mechanical Engineering: Harnessing the Power of Machine Learning and AI 2024-28-0034

In the contemporary landscape, the convergence of Artificial Intelligence (AI) and Machine Learning (ML) technologies plays a pivotal role in reshaping the mechanical manufacturing sector. This work illuminates the multifaceted applications of AI and ML in mechanical engineering, specifically focusing on defect detection, quality inspection, and the advancement of workplace safety protocols. Beyond industrial realms, this integration extends into everyday life through the widespread adoption of AI-driven smart appliances like dishwashers and sweepers, symbolizing a harmonious fusion of technology and mechanical manufacturing. As AI and ML technologies permeate daily existence, their role goes beyond ensuring production precision; they significantly elevate job productivity and enhance workplace safety standards. The transformative influence of AI and ML triggers substantial changes in the manufacturing industry, compelling a comprehensive reliance on these technologies for achieving automation, intelligent development, and heightened overall efficiency. A noteworthy application involves leveraging ML algorithms for the categorization of mechanical components. This innovation allows the identification of parts based solely on visual cues such as images or CAD models, revolutionizing the traditional approach of browsing through catalogues and memorizing serial numbers. The algorithmic selection of optimal components not only streamlines the search process but also augments the overall efficiency of mechanical systems. This work underscores the profound and intertwined impact of AI and ML on the manufacturing landscape, emphasizing the imperative for the industry to embrace these technologies for achieving enhanced automation, intelligent development, and improved productivity.


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