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ERI: Autonomous Digital Twinning of Manufacturing Systems Through Deep Learning-Enabled Co — NSF Award to Miami University (OH, $1

As manufacturing becomes increasingly digitized through cyber-physical systems and widespread industrial sensor deployment, digital twins (DTs) have emerged as critical tools for improving productivity, decision-making, and system optimization. These virtual representations of manufacturing assets enable real-time moni

Award titleERI: Autonomous Digital Twinning of Manufacturing Systems Through Deep Learning-Enabled Co
Award ID2501878
AwardeeMiami University
CityOXFORD
StateOH
Amount obligated$199,066
Principal investigatorClayton Cooper
ProgramMSI-Manufacturing Systms Integ
Start date07/01/2025
AbstractAs manufacturing becomes increasingly digitized through cyber-physical systems and widespread industrial sensor deployment, digital twins (DTs) have emerged as critical tools for improving productivity, decision-making, and system optimization. These virtual representations of manufacturing assets enable real-time monitoring, predictive maintenance, and process planning. However, constructing a DT of a manufacturing system remains a labor-intensive challenge, often requiring manual identificatio
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