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Condition monitoring and fault classification in engineering systems is a critical challenge within the scope of Prognostics and Health Management (PHM). The fault diagnosis of complex nonlinear systems, such as hydraulic systems, has become increasingly important due to advancements in big data analytics, machine learning (ML), Industry 4.0, and Internet of Things (IoT) applications.
View Article and Find Full Text PDFQuantification of modal mineralogy in molybdenite-bearing drill-core samples by laser-induced breakdown spectroscopy.
Heliyon
January 2025
Laboratorio de Trazas elementales y Especiación, Departamento de Química Analítica e Inorgánica, Facultad de Ciencias Químicas, Universidad de Concepción, Concepción, Chile.
Quantification of modal mineralogy in drill-core samples is crucial for understanding the geology and metal deportment in a mining operation. This study assesses conventional procedures to quantify modal mineralogy, that includes an initial drill-core logging, followed by petrographic descriptions and SEM-based automated mineralogy analyses performed in selected regions of interest, against a novel approach using laser-induced breakdown spectroscopy (LIBS). Our proposed methodology aims to quantify the modal mineralogy directly in a drill-core sample, avoiding previous stages of selection and preparation of samples.
View Article and Find Full Text PDFDo Percutaneously Applied Medial Proximal Tibia Plates Need To Go Beneath the Pes Tendons?
Iowa Orthop J
January 2025
Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, North Carolina, USA.
Background: Bicondylar tibial plateau fractures are often associated with significant soft tissue compromise making operative treatment challenging. Dual plating through a two-incision approach following temporary external fixation has been shown to improve complication rates although deep infection rates remain high.The objective was to evaluate early outcomes following a novel technique of percutaneous application of the medial plate superficial to the pes anserinus tendons.
View Article and Find Full Text PDFDistinct functional cerebral hypersensitivity networks during incisional and inflammatory pain in rats.
Curr Res Neurobiol
June 2025
Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Muenster, Germany.
Although the pathophysiology of pain has been investigated tremendously, there are still many open questions with regard to specific pain entities and their pain-related symptoms. To increase the translational impact of (preclinical) animal neuroimaging pain studies, the use of disease-specific pain models, as well as relevant stimulus modalities, are critical. We developed a comprehensive framework for brain network analysis combining functional magnetic resonance imaging (MRI) with graph-theory (GT) and data classification by linear discriminant analysis.
View Article and Find Full Text PDFA critical review of synthetic novel foods within the European regulation: proposed classification, toxicological concerns and potential health claims.
Crit Rev Food Sci Nutr
January 2025
Nutrition and Food Science department, Faculty of Pharmacy, University Complutense de Madrid, Madrid, Spain.
The NF concept was first established by Regulation (EC) 258/97 and includes any food that has not been used to a significant extent for human consumption in the EU before 15 May 1997. Synthetic novel foods (SNF) are a currently undefined group of NF without a universal definition. The objectives of this work are to perform an analysis of those currently authorized in the EU, identify their potential adverse effects and health benefits, and their health claims.
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