Simulating the Performance of Al0.3Ga0.7As/InP/Ge Multijunction Solar Cells under Variation of Spectral Irradiance and Temperature by Tony Sumaryada, Siti Rohaeni, Nurlia Eka Damayanti, Heriyanto Syafutra, Hendradi Hardhienata

“…The simulation results have shown a linear behavior of the open-circuit voltage and the efficiency of the solar cells upon variation of temperature, while the nonlinear response of the solar cells performance was obtained due to the change of SIMF. …”
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PW-FBPNN: A Hybrid Fault Diagnosis Method for Power Circuit Systems Combining Principal Component Analysis, Wavelet Packet Transform, and Fuzzy Neural Networks by Xu Chen, Chao Zhang, Haomiao Zhang, Zhiqiang Cheng, Yu Yan

“…Due to the complexity of fault states and the non-linear relationship between input and output responses, fault diagnosis in complex power circuit systems faces significant challenges. …”
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Modeling and Numerical Prediction on Mechanical Behaviors of Hybrid Fiber Reinforced Polymer Bio Composites Using Fuzzy Logic Algorithm by Vinoth Viswanathan, Sathiyamurthy Subbarayan, Ananthi Narayanaswamy, Devi Panneerselvam, Prabhakaran Jayasankar

“…The proposed approach can significantly simplify real-life multi-response optimization problems, thereby reducing fabrication costs and enhancing composite fabrication efficiency.…”
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Exact Algorithms for the Satellite Image Selection Problem by Swat Sylwester, Antczak Maciej, Zok Tomasz, Blazewicz Jacek, Musial Jedrzej

“…To solve the problem, we propose several new exact algorithms using different techniques, such as branch-and-bound or mixed-integer linear programming. These algorithms show quality and efficiency compared with existing approaches and are expected to benefit various industrial applications.…”
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Optimizing Rectangular Patch Antenna Arrays for Enhanced 5G Communication by Khouyaoui Ibrahim, Hamdaoui Mohamed, Elbathaoui Mouhssine, Foshi Jaouad

“…The antenna array employs a 1×4 linear configuration, where each radiating element integrates a partial ground and a slot centered on the patch. …”
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Applications of multi-GPU computing in large-scale fully kinetic particle-in-cell simulations of space plasma by Q. Y. Xiong, S. Y. Huang, Z. G. Yuan, L. L. Kuang, B. Sharma, K. Jiang, H. H. Wu, L. Yu

“…Our implementation surpasses the expected linear acceleration, achieving superior computing performance and operational efficiency. …”
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Fractional analysis of Benjamin-Bona-Mahony equation across natural transform iterative method: thermal engineering implementations by Atia Nazneen, Nasir Ali, Syed M. Hussain, Hijaz Ahmad, Rashid Nawaz, Laiq Zada, Rida Irfan, Kamel Guedri, Abdulrazak H. Almaliki, Mustafa Bayram

“…Abstract In this study, we apply the Natural Transform Iterative Method (NTIM), a relatively new and efficient analytical tool for solving fractional differential equations (FDEs). …”
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Prioritization of sub-watershed through morphometric analysis, Principal Component, and Land Use/Cover: A Case study of Cachar District, India by Ahmed Salman, Bin Arif M. Ribie, Kamran Azam Mohammad, Muqtada Ali Khan Mohammad, Said Saif

“…When it comes to watershed prioritization, principal component analysis (PCA) is well-known for its adaptability and efficiency in choosing important correlated parameters. …”
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Performance of a plate‐wave energy converter integrated in a floating breakwater by Siming Zheng, Mike Meylan, Xiantao Zhang, Gregorio Iglesias, Deborah Greaves

“…To evaluate the performance of the breakwater‐attached pWEC in terms of wave power absorption and wave attenuation, a hydroelastic model based on linear potential flow theory and the eigenfunction matching method is developed with the electromechanical and the hydrodynamic problems of the pWEC coupled together. …”
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Enhancing the Accuracy of the Low-Cost Capacitive Soil Moisture Sensor SEN0193 for Internet of Things Applications by Jorge Gabriel Fernandes Genovez, Anderson da Rocha Gripp, Ana Clara de Lemos Pinto Duque, Rodrigo Weber Felix, Francisco de Assis Esteves, Rodrigo Lemes Martins

“…These methods are crucial for efficiently monitoring soil moisture in agriculture and natural ecosystems.…”
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Justicia brandegeeana as a green corrosion inhibitor for carbon steel in sulfuric acid by Geicy K. P. Barboza, Marcia C. C. de Oliveira, Marcelo A. Neves, Aurea Echevarria

“…In addition to the effect of seasonality, several techniques were used to investigate the anti-corrosive activity, such as electrochemical impedance spectroscopy (EIS), potentiodynamic polarization (PP), linear polarization resistance (LPR), and weight loss. …”
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Nonlinear free oscillation of tri-directional functionally graded porous skew-plates with variable thickness in high-thermal environment by Hong Hieu Le, Van Ke Tran, Nhan Thinh Hoang, Tran Ha Phuong Thanh

“…The model's accuracy and efficiency are validated through comparisons with existing solutions. …”
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Thermal effects due to harmonics on dry-type transformers: Impact of filters and phase angles by Mateus Caruso Costa, Marcio Zamboti Fortes, Guilherme Gonçalves Sotelo, Bruno Wanderley França

“…One notable issue is the generation of harmonic distortions by power electronics converters, which significantly affect the performance and efficiency of power transformers, leading to overheating and related adverse effects. …”
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Mechanical Properties and Energy Characteristics of Shales Under Conventional Triaxial Compression Conditions Based on Different Initial Prestresses by Yanju Li, Hao Yang, Xiaoqian Yuchi, Shengling Jiang, Rili Yang, Pan Shu, Hui Liu

“…Additionally, the dissipated energy at peak stress exhibits a linear relationship with increasing confining pressure. …”
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Adaptive Stylized Image Generation for Traditional Miao Batik Using Style-Conditioned LCM-LoRA Enhanced Diffusion Models by Qingqing Hu, Yiran Peng, Jing Xu, Zichun Shao, Zhen Tian, Junming Chen

“…Based on stable diffusion v1.5, Low-Rank Adaptation (LoRA) is used to effectively transfer the structure, sign, and texture features that are unique to the Miao people, and the Latent Consistency model (LCM) is integrated to improve the inference efficiency. In addition, a Style-Conditioned Linear Fusion (SCLF) strategy is proposed to dynamically adjust the fusion of LoRA and LCM outputs according to the semantic complexity of input prompts, thereby overcoming the limitation of static weighting in existing frameworks. …”
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Restoration of High-Renewable-Penetrated Distribution Systems Considering Uncertain Repair Workloads by Xiaotian Sun, Haipeng Xie, Zhaohong Bie, Gengfeng Li

“…Based on implicit decision rules, the proposed model is reformulated into a mixed integer linear programming (MILP) problem by introducing axillary safety region variables. …”
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Study on the migration mechanism of heterogeneous cuttings in long-reach horizontal wells by Chunhua Wang, Shibin Li, Yue Qi, Zhenhua Zhang, Dianfu Zheng, Hui Zhong, Changhao Wang

“…The research elucidates the non-linear relationship between cuttings transport efficiency and parameters such as flow velocity, well inclination, and drill pipe rotation rate in long-reach horizontal wells. …”
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Economic Analysis of Maximum Cross-Section of Submarine Cables for 66 kV Offshore Wind Farm Collection Systems by Chaohui WANG, Songge HUANG, Bin LIN, Yuwei CHEN, Shumin FAN, Zhaohui SHI

“…Topology optimization design of the maximum submarine cable cross-section for offshore wind farm collection systems is an effective means to reduce the total investment of the offshore wind farms and improve the transmission efficiency and system reliability. Since the collection system pooling network has various types of topology and the constraints for selecting the maximum submarine cable cross-section are not considered in the existing optimization studies, there exist low efficiency and high difficulty in the non-convex and non-linear optimization search process of collection system topology, and it is difficult to obtain a global optimal layout scheme. …”
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Assessing the Influencing Factors of Locational Marginal Price in Day-Ahead Hydro-Thermal Power Spot Market by Wenjun Tang, Libao Shi, Peng Xu, Hao Luo, Linghao Li

“…To efficiently solve the proposed framework, an advanced matrix preconditioning method integrated with commercial optimization solver is developed to compute the local sensitivity factors, providing enhanced computational efficiency for large-scale power systems. …”
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Modeling Ecological Risk in Bottom Sediments Using Predictive Data Analytics: Implications for Energy Systems by Bartosz Przysucha, Monika Kulisz, Justyna Kujawska, Michał Cioch, Adam Gawryluk, Rafał Garbacz

“…Sediment accumulation in dam reservoirs significantly impacts hydropower efficiency and infrastructure sustainability. Bottom sediments often contain heavy metals such as Cr, Ni, Cu, Zn, Cd, and Pb, which can pose ecological risks and affect water quality. …”
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