The results of the standalone energy management system for a Kalangala Health Centre IV is discussed in this chapter. The system modeling and evaluation was implemented in MATLAB/Simulink environment. The results presented are the typical load…
Category: Engineering
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An interpretable dynamic ensemble selection multiclass imbalance approach with ensemble imbalance learning for predicting road crash injury severity
In this study, we focused on multi-class imbalance problem in crash severity forecasting using data from the NASS-GES. Given the significant imbalance in the dataset, where Serious and Fatal injuries account for only 239 and 31 cases…
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Hybrid fuzzy logic–PI control with metaheuristic optimization for enhanced performance of high-penetration grid-connected PV systems
Renewable energy systems (RESs) offer a promising solution to mitigate the environmental challenges associated with electricity generation from fossil fuels. However, integrating RESs with the power grid introduces additional challenges,…
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Enhancing CI engine performance and emissions through PCCI and sustainable combustion solutions with waste cooking oil biodiesel blends a comparative study
Based on the given information, it appears that using biodiesel in PCCI mode is an effective strategy for achieving improved combustion and reducing emissions compared to using diesel in CDC (Conventional Diesel Combustion) mode. This strategy…
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Impact of surface roughness and preheat temperature on fecrbmnsi coating properties prepared by the twin wire Arc spray method
Thickness of the coating layer
Figure 4 presents the results of the LOM testing to examine the cross-sectional area of the coating material and substrate. The coating process utilized in this study yields satisfactory results, with each procedure…
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A hybrid deep learning model EfficientNet with GRU for breast cancer detection from histopathology images
Preprocessing
The first step in the proposed model is input image preprocessing so that the images are converted into suitable form which required by deep learning architecture25. The input image \(\:I\) is represented as a matrix of size
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Shape optimisation of rim structure of aluminium alloy car wheels based on 90° impact test
Rim structure optimisation aims to develop lightweight rim configurations that meet stringent strength requirements. While the rim exhibits numerous structural parameters, three-dimensional (3D) simulation-based optimisation proves…
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Comparative analysis of Microsoft Kinect Azure and manual measurement methods in the sit and reach test among elite female weightlifters
Participants
This study included 21 elite female athletes from the Turkish Women’s Weightlifting National Team. The athletes won medals in European and World championships and Youth Olympic Games in the categories of senior, junior, youth and…
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New test uses coffee stains for 100x boost in disease detection
Turns out, coffee stains and cutting-edge medical tests have quite a lot in common.
A new at-home diagnostic technology developed by researchers at the University of California, Berkeley uses the same physics behind coffee rings to…
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Tiny samples reveal radioactivity data using cryogenic sensor
Researchers at the National Institute of Standards and Technology (NIST) have unveiled a groundbreaking method for rapidly detecting and measuring radioactivity in minuscule samples.
The technique, called cryogenic decay energy spectrometry…
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