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A comprehensive analysis of advanced solar panel productivity and efficiency through numerical models and emotional neural networks.
Sci Rep
January 2025
Computational Data Science Program, College of Computational and Natural Science, Addis Ababa University, P.O. Box 1176, Addis Ababa, Ethiopia.
This study presents an in-depth analysis and evaluation of the performance of a standard 200 W solar cell, focusing on the energy and exergy aspects. A significant research gap exists in the comprehensive integration of numerical models with advanced machine-learning approaches, specifically emotional artificial neural networks (EANN), to simulate and optimize the electrical characteristics and efficiency of solar panels. To address this gap, a numerical model alongside a novel EANN was employed to simulate the system's electrical characteristics, including open-circuit voltage, short-circuit current, system resistances, maximum power point characteristics, and characteristic curves.
View Article and Find Full Text PDFMajor and Trace Airborne Elements and Ecological Risk Assessment: Georgia Moss Survey 2019-2023.
Plants (Basel)
November 2024
Doctoral School of Natural Sciences, Moldova State University, 75A M. Kogalniceanu Str., MD-2009 Chisinau, Moldova.
The study, carried out as part of the International Cooperative Program on Effects of Air Pollution on Natural Vegetation and Crops, involved collecting 95 moss samples across the territory of Georgia during the period from 2019 to 2023. Primarily samples of were selected, with supplementary samples of , , and in cases of the former's absence. The content of 14 elements (Al, Ba, Cd, Co, Cr, Cu, Fe, Mn, Ni, Pb, S, Sr, V, and Zn) was detected using Inductively Coupled Plasma Atomic Emission Spectroscopy (ICP-AES), while the Hg content was determined using a Direct Mercury Analyzer.
View Article and Find Full Text PDFHigh keratinase and other types of hydrolase activity of the new strain of Bacillus paralicheniformis.
PLoS One
October 2024
Laboratory for Genetics and Biochemistry of Microorganisms, National Center for Biotechnology, Astana, Kazakhstan.
Keratinases, a subclass of proteases, are used to degrade keratin thereby forming peptones and free amino acids. Bacillus paralicheniformis strain T7 was isolated from soil and exhibited high keratinase, protease, collagenase, amylase, xylanase, lipase, and phosphatase activities. Keratinases of the strain showed maximum activity at 70°C and pH 9.
View Article and Find Full Text PDF, an emerging air sac nematode of European owls: introduction, host switching and rapid establishment on a Mediterranean island.
Parasitology
July 2024
Mediterranean Parasitology and Ecoepidemiology Research Group, University of the Balearic Islands, Mallorca, Spain.
In recent years, air sac parasitic helminths have been reported to cause severe disease in birds. In addition, various species appear to be expanding and infecting new avian hosts in various regions worldwide. In this context, an air sac nematode was initially detected in 2014 infecting the Eurasian scops owl, hospitalized in the local wildlife hospital in Mallorca (Balearic Islands, Spain).
View Article and Find Full Text PDFComprehensive analysis of classroom microclimate in context to health-related national and international indoor air quality standards.
Front Public Health
August 2024
Faculty of Environmental Protection, University of Oradea, Oradea, Romania.
Indoor air quality (IAQ) and indoor air pollution are critical issues impacting urban environments, significantly affecting the quality of life. Nowadays, poor IAQ is linked to respiratory and cardiovascular diseases, allergic reactions, and cognitive impairments, particularly in settings like classrooms. Thus, this study investigates the impact of indoor environmental quality on student health in a university classroom over a year, using various sensors to measure 19 environmental parameters, including temperature, relative humidity, CO, CO, volatile organic compounds (VOCs), particulate matter (PM), and other pollutants.
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