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Optimizing a machine learning design of dielectric properties in lead-free piezoelectric ceramics

Rocha, Helder Roberto Oliveira; Roukos, Roy; Abou Dargham, Sara (Sensors And Smart Systems); Romanos, Jimmy; Chaumont, Denis; Lima Silva, J.A.; Wörtche, Heinrich (Sensors And Smart Systems)

Designing lead-free piezoelectric ceramics with tailored electrical properties remains a critical challenge for various applications. In this paper we present a novel methodology integrating Machine Learning (ML) and optimization procedures to fine-tune electrical properties in lead-free (1-x) Na0.5 …

2024-07AlgemeenArtikel

Machine Learning Method and Visible Light-Based Sensors for Multiinterface Level Measurement

Rocha, Helder; Natale, Ricardo; Estevão, Arthur C.; Louzada, Danilo M.; Leal-Junior, Arnaldo G.; Abou Dargham, Sara (Sensors And Smart Systems); Wörtche, Heinrich (Sensors And Smart Systems); Lima Silva, J.A.

In this work, a feasible and low-cost approach is proposed for level measurement in multiphase systems inside tanks used for petroleum-derived oil production. The developed level sensor system consisted of light-emitting diodes (LEDs), light-dependent resistor (LDR), and a low-cost microprocessor. Two …

2023-06-08AlgemeenArtikel

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Optimizing a machine learning design of dielectric properties in lead-free piezoelectric ceramics

Machine Learning Method and Visible Light-Based Sensors for Multiinterface Level Measurement

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