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    Article

    Tool wear classification in precision machining using distance metrics and unsupervised machine learning

    This article reports an unsupervised approach for estimation of the tool condition in precision machining processes. Three campaigns of run-to-failure experiments were conducted on different machines of varyin...

    Debasish Mishra, Utsav Awasthi… in Journal of Intelligent Manufacturing (2023)

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    Multiperiod optimization model for oilfield production planning: bicriterion optimization and two-stage stochastic programming model

    In this work, we present different tools of mathematical modeling that can be used in oil and gas industry to help improve the decision-making for field development, production optimization and planning. First...

    Utsav Awasthi, Remy Marmier, Ignacio E. Grossmann in Optimization and Engineering (2019)