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    An equipment behavioral study in fluidic production processes using data for an optimized predictive maintenance: Application to pneumatic valves in biopharmaceutical Industry by Wadel Florent, Tighazoui Ayoub, Houssin Remy, Coulibaly Amadou

    Published 2025-01-01
    “…Predictive maintenance of production equipment is gaining increasing interest in the biopharmaceutical industry in the context of Industry 4.0, where reliability is essential to ensure product quality, equipment availability, and compliance with strict standards. …”
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    Development of a Fault-Tolerant Permanent Magnet Synchronous Motor Using a Machine-Learning Algorithm for a Predictive Maintenance Elevator by Vasileios I. Vlachou, Theoklitos S. Karakatsanis

    Published 2025-05-01
    “…The model achieved a classification accuracy of 94%, demonstrating high precision in predictive maintenance capabilities. The results confirm that integrating a fault-tolerant PMSM design with real-time data analytics offers a reliable solution for early fault detection, minimizing downtime and enhancing elevator safety.…”
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    Machine-learning-driven prediction of flow curves and development of processing maps for hot-deformed Ni–Cu–Co–Ti–Ta alloy by Reliance Jain, Sandeep Jain, Sheetal Kumar Dewangan, M.R. Rahul, Sumanta Samal, Eunhyo Song, Younggeon Lee, Yongho Jeon, Krishanu Biswas, Gandham Phanikumar, Byungmin Ahn

    Published 2025-05-01
    “…To reduce experimental efforts and enhance prediction accuracy, five machine learning (ML) models random Forest (RF), XGBoost (XGB), decision tree (DT), K-Nearest neighbor (KNN), and gradient boosting (GB) were applied to predict the flow stress–strain response and construct processing maps. …”
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    Flowability-Dependent Anisotropic Mechanical Properties of 3D Printing Concrete: Experimental and Theoretical Study by Xinlei Song, Quanbiao Xu, Hailong Wang, Xiaoyan Sun, Feng Xue

    Published 2025-05-01
    “…These results establish a theoretical framework for optimizing and predicting 3DPC mechanical performance, supporting its practical application in construction.…”
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    Geopathic Stress, Perceived Stress, and Spirituality of Female Prison Inmates: Initial Calculation by Jeremias Convocar, Michelle Mamon, Heidi Clarin

    Published 2019-06-01
    “…Incarceration stress among female prison inmates cannot be avoided, but it has to be coped with. …”
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    Predicting Clinical Response to Monoclonal TNF Inhibitors in Rheumatoid Arthritis: A Transcriptomic Approach Based on Transmembrane TNF Reverse Signaling and Nrf2 Activation by Katy Diallo, Yannick Degboé, Michel Baron, Anaïs Bellin-Robert, Jean-Frédéric Boyer, Adeline Ruyssen-Witrand, Arnaud Constantin, Benjamin Rauwel, Alain Cantagrel, Jean-Luc Davignon

    Published 2025-05-01
    “…We previously showed that certolizumab, a Fab’ TNFi, activates RS in human primary monocytes, at least in part through the transcription factor Nrf2 that is known to regulate the expression of genes involved in anti-inflammatory response and oxidative stress. (2) <b>Methods</b>: Here, we have developed an assay for the prediction of clinical response of RA patients to TNF inhibitors. …”
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    Methane abatement in Malaysia’s upstream oil and gas sector: A marginal cost analysis for supporting long-term energy transition by Jaya Prasanth Rajakal, Adeline Shu Ting Tan, Mark Lunt, Shareen Yawanarajah, Emily Yen Tse Oi, Viknesh Andiappan, Bing Shen How

    Published 2025-10-01
    “…Results show that 93 % of methane emissions (285kt) can be abated with total costs between USD 2.4–5.5 million, while a 30 % reduction target (92kt) is achievable at a net revenue of USD 5.2–7.0 million. …”
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    Effects of melatonin consumption on some oxidative stress biomarkers of stress-exposed pregnant rats. by Aliyu, B. , Mohammed, U. , Oyeniyi, Y.J.

    Published 2022-11-01
    “…This study was designed to test the hypothesis that melatonin may mitigate the effect of restraint stress in pregnant rats by mechanisms associated with stimulation of antioxidant enzymes and reduction in malondialdehyde (MDA) levels. …”
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