Browsing by Author "Sugandhi, Rekha"

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Tool Wear Prediction in Milling: A comparative analysis based on machine learning and deep learning approaches

Kamat, Pooja V; Nargund, Anish; Kumar, Satish; Patil, Shruti; Sugandhi, Rekha (2021-07-14)

The milling machine's cutting tool is a vital asset; its breakdown results in unplanned downtime, which reduces industrial efficiency. Tool-Wear Monitoring (TWM) is one of the primary goals of the manufacturing industry ...
Variance Adaptive Optimization for the Deep Learning Applications

Jadhav, Nagesh; Sugandhi, Rekha; Pawar, Rajendra; Shirke, Swati; Nalavade, Jagannath (2024-04-26)

Artificial intelligence jargon encompasses deep learning that learns by training a deep neural network. Optimization is an iterative process of improving the overall performance of a deep neural network by lowering the ...

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