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A fault diagnosis method for rolling bearing based on gram matrix and multiscale convolutional neural network.
Sci Rep
December 2024
College of Information Engineering, SuQian University, SuQian, 223800, China.
The safety and reliability of rotating machinery hinge significantly on the proper functioning of rolling bearings. In the last few years, there have been significant advances in the algorithms for intelligent fault diagnosis of bearings. However, the vibration signals collected by machines are inevitably affected by irrelevant noise because of the complex working environments of bearings.
View Article and Find Full Text PDFManagement of chest tube after thoracoscopic lung resection in children with congenital lung malformation: a multicenter retrospective study.
Sci Rep
December 2024
Department of Pediatric Surgery, West China Hospital, Sichuan University, Chengdu, China.
This study aimed to investigate the safety and effect of omitting chest tubes after thoracoscopic lobectomy in children with congenital lung malformation. A multicenter retrospective study was performed with 632 thoracoscopic lobectomy CLM patients in four hospitals between 2014.1 and 2023.
View Article and Find Full Text PDFFuture increase in compound soil drought-heat extremes exacerbated by vegetation greening.
Nat Commun
December 2024
Institute of Carbon Neutrality, Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University, Beijing, China.
Compound soil drought and heat extremes are expected to occur more frequently with global warming, causing wide-ranging socio-ecological repercussions. Vegetation modulates air temperature and soil moisture through biophysical processes, thereby influencing the occurrence of such extremes. Global vegetation cover is broadly expected to increase under climate change, but it remains unclear whether vegetation greening will alleviate or aggravate future increases in compound soil drought-heat events.
View Article and Find Full Text PDFDifferential effects of fine particulate matter constituents on acute coronary syndrome onset.
Nat Commun
December 2024
School of Public Health, Key Lab of Public Health Safety of the Ministry of Education, Fudan University, Shanghai, China.
Fine particulate matter has been linked with acute coronary syndrome. Nevertheless, the key constituents remain unclear. Here, we conduct a nationwide case-crossover study in China during 2015-2021 to quantify the associations between fine particulate matter constituents (organic matter, black carbon, nitrate, sulfate, and ammonium) and acute coronary syndrome, and to identify the critical contributors.
View Article and Find Full Text PDFEvaluation of diflubenzuron-verapamil combination strategy for eco-safe management of .
Front Physiol
December 2024
Department of Zoology, Acharya Narendra Dev College, University of Delhi, New Delhi, India.
Introduction: , the vector of multiple arboviral diseases, is a prime health concern worldwide. The surge in borne diseases emphasizes the urgent need for efficient vector control measures. Synthetic pesticides used traditionally, however, present environmental concerns and issues like resistance development, causing the use of higher chemical doses.
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