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- W2085374140 abstract "This study proposes a virtual-metrology-based control system for conjecturing machining states and suggesting controller operating modes. The two machining state conjecture models were integrated to validate the virtual metrology results using a dual-stage featuring scheme and a two-phase modeling procedure. The featuring scheme is to extract significant features from collecting data for modeling and to minimize the modeling features by using a genetic algorithm. The modeling procedure adopts two quality indicators to evaluate model effectiveness. Two case studies indicate that the system achieves a mean MAPE of precision estimation less than 8.5% and suggests the controller with operating modes in 1 s." @default.
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- W2085374140 date "2012-07-01" @default.
- W2085374140 modified "2023-10-05" @default.
- W2085374140 title "A virtual-metrology-based machining state conjecture system" @default.
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- W2085374140 doi "https://doi.org/10.1109/aim.2012.6265901" @default.
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