In the methodology section, the study carefully examines the key aspects of the approach to detecting cracks in PV panels. Section 3.1 specifically examines the use of ResNet in the detection algorithm. Section 3.2 delineates the systematic…
Category: Engineering
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A novel obfuscation method based on majority logic for preventing unauthorized access to binary deep neural networks
Functional simulations and comparative analysis
The proposed protected filter is simulated using the Cadence Virtuoso and HSPICE tools based on the well-established TSMC 40 nm CMOS technology and the experimentally validated MTJ model described…
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A bi-decision model for electric vehicle dispatch and battery swapping station charging schedule problem
EV dispatch
Solution type
In the first decision, the variables are defined as discrete values. The decision is composed of \(1 \times |{E}|\) dimensional vectors, such as \(\left\{ x_0,x_1…,x_i,…, x_{{|E|}-1} \right\}\). Each \(x_i\) is a…
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Preparation and characterization of bio-waste derived chitosan/hydroxyapatite/pectin green biocomposite
Characterization of biomaterials
FTIR analysis
The FTIR spectra of primary chitin, Cs, HA, and Pe are shown in Fig. 5. In Fig. 5a, distinctive peaks were observed at 3417, 2878, 1646, 1378, and 1075 cm− 1 for chitin, while Cs exhibited peaks…
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Mechanical response characteristics and key technology of construction control of roof of long span string beam structure
Model construction
Element selection and boundary condition simulation
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(1)
Element s election
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(1)
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Physics-informed neural networks for robust equivalent damping parameter inversion and fault diagnosis in gas-insulated switchgear vibration systems
This section introduces parameter inversion theory using physics-informed neural networks (PINNs). The process begins with abstracting the physical model of the studied GIS shell based on the actual problem. Following this, the governing…
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Effects of calcined dolomite on the fatigue performance of asphalt concrete affected by water with variable acidity
Figure 1 summarizes the research methodology. Silica and lime-based aggregate, PG 58-22, PG 64-16, and calcined dolomite additive at 0.5% and 1% by bitumen weight were utilized as raw materials. Dynamic shear rheometer (DSR) and semi-circular…
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Microstructural damage analysis during drilling in composite laminate with and without smart magneto-elastomer backup
Fabrication of CFRP
In the present study, two identical CFRP composites were considered: unidirectional CFRP and bidirectional CFRP, as shown in Fig. 1. The raw materials used to prepare the composite and their parameters are listed in Table 1….
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An innovative in-body adjustable triple-band Notch UWB monopole antenna with improved bandwidth performance
Ultra-wideband (UWB) technology has garnered significant interest in due to its wide range of applications, including short-range communication and radar systems, particularly in the fields of biomedical imaging, Internet of Things (IoT), and…
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Study on spatial turning maneuver of underwater towed system for submersibles
To accommodate the underwater motion of the submersible towed system, the mathematical model developed in this study is an improved version of existing models presented in the literature on underwater towed systems16,17,18,19. The improvements…
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