Research on load frequency control system attack detection method based on multi-model fusion by Feng Zheng, Weixun Li, Huifeng Li, Libo Yang, Zengjie Sun

“…Abstract Load frequency control (LFC) in power systems faces increasingly complex cyber-physical attack threats, while existing detection methods have limited capability to identify intelligent attacks. …”
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Machine learning of automatic hierarchical multi-label classification method for identifying metal failure mechanisms by Ruitong Han, Chang-Bo Liu, Wanting Sun, Shuai Yu, Haoran Zheng, Lin Deng

“…The method combines the advantages of convolutional neural networks (CNN) and Vision Transformers (ViT) to effectively realize hierarchical feature extraction and classification of SEM images of fracture morphologies, enabling accurate identification of metal failure mechanisms at different scales. …”
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Validation of an LC-MS Method for Quantification of Mycotoxins and Characterization of Fungal Strains Occurring in Food and Feed by Julien Masquelier, Emmanuel K. Tangni, Pierre Becker, Julie Sanders, Joëlle Laporte, Birgit Mertens

“…Focusing on several mycotoxins, this study first aimed at optimizing and validating an ultra-high liquid chromatography-tandem mass spectrometry quantification method. …”
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Comprehensive Evaluation Method for Importance of Epidemic Prevention in Chinese Cities Considering Population Mobility Network by Bing Li, Jie Zhang, Ziye Xiang

“…The weight imbalance problem of traditional methods is solved by introducing community structure weighting and subjective weight. …”
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Automated Design Method Based on Boosting Algorithms for Improving the Radiation Performance of Microstrip Antenna Arrays by Sina Hasibi Taheri, Ali Lalbakhsh, Amirhassan Zareanborji, Slawomir Koziel

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Open-Circuit Fault Diagnosis Method of Energy Storage Converter Based on MFCC Feature Set by Bin YU, Xingrong SONG, Ting ZHOU, Linbo LUO, Hui LI, Liang CHE

“…Finally, through the fault simulation experiment of a grid-connected energy storage converter, the proposed method is compared with existing methods, and the results show that the proposed method has better robustness and accuracy in complex noise environments.…”
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Subcortical Brain Segmentation Based on a Novel Discriminative Dictionary Learning Method and Sparse Coding by Xiang Li, Ying Wei, Yunlong Zhou, Bin Hong

“…The influence of different parameters was studied and the performance of the proposed method was also compared with the non-local patch-based segmentation, the sparse representation classifier based segmentation, the discriminative dictionary learning segmentation, and several deep learning methods. …”
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Hyperspectral Detection of Pesticide Residues in Black Vegetable Based on Multi-Classifier Entropy Weight Method by Rongchang Jiang, Guoqiang Zhuang, Shijie Xie, Yang Wang, Guoqi Zhang, Dandan Qu, Wanzhi Wen

“…Bailey) by proposing a multi-classifier entropy weighted method algorithm that combines hyperspectral technology and the entropy weight method. 10 black vegetable samples were sprayed with each of the four different pesticides (trichlorfon, propargite, cypermethrin, and imidacloprid) at concentrations of 0.10, 2.00, 0.20, and 2.00 mg/kg, respectively. …”
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Optimization and characterization of wood decay mushroom Ganoderma adspersum extract: A comparison between response surface methodology and artificial neural network-ant lion algor... by Ayşenur Gürgen

“…The main research problem was to determine the most effective extraction conditions to maximize the bioactive potential of G. adspersum using advanced optimization techniques. The extraction conditions were designed according to the I-optimal design and optimized using both the response surface method and the integration of artificial neural networks–ant lion algorithm. …”
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Reducing the Environmental Impact of Sewer Network Overflows Using Model Predictive Control Strategy by I. Vasiliev, L. Luca, M. Barbu, R. Vilanova, S. Caraman

“…The proposed algorithm to achieve this goal is Model Predictive Control using Particle Swarm Optimization as optimization method. It was tested in simulation using a simplified model of the network based on Benchmark Simulation Modelsewer as prediction model, and a forecasted influent. …”
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Modification of Pea Protein by pH-shifting Method and Its Impact on Functional Properties of Starch by XU Zi-hui, XU Zi-han, LI Hao, JI Na, QIN Yang, XIONG Liu, SUN Qing-jie

“…This paper employs the pH-shifting method to modify pea protein and explores the impact of the optimized modified pea protein on the functional properties of various starches. …”
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Comparison and Evaluation of Various Drying Methods on Surface Hardness of Type IV Dental Stones: An In vitro Study by D Sriteja, VS Lakshmi Thorreti, SV Ravindra, M Rohit, Sriharsha Pudi, Abnuri Karan Kumar

“…Accurate dental restorations require die materials with optimal surface hardness. This study evaluated drying method effects on three Type IV dental stones: Elite Rock (ZERMACK), Fuji Rock (GC), and Kal Rock (KALROCK). …”
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Discrete Meta-Modeling Method of Breakable Corn Kernels with Multi-Particle Sub-Area Combinations by Jiangdong Xu, Yanchun Yao, Yongkang Zhu, Chenxi Sun, Zhi Cao, Duanyang Geng

“…The discrete element model can accurately reflect the rupture force, energy relationship, and rupture process on both sides, top, and bottom of the grain, and it can solve the error problem caused by the contact between the threshing element and the grain line in the actual threshing process to achieve the design optimization of the threshing drum. The modeling method provided in this study can also be applied to breakable discrete element models for wheat and soybean, and it provides a reference for optimizing the design of subsequent threshing devices.…”
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Experimental evaluation method of density suitability between bridging lost circulation materials and drilling fluid by Yili Kang, Ketao Hao, Chengyuan Xu, Kun Guo, Jie Zhou, Ruiheng Wang, Yao Xiao, Yunsong Xie

“…As the depth increases during ultra-deep bridging lost-circulation operations, the varying settling velocities of different types of lost circulation materials (LCMs) lead to gravitational differentiation. …”
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Novel Method of Estimating Iron Loss Equivalent Resistance of Laminated Core Winding at Various Frequencies by Maxime Colin, Thierry Boileau, Noureddine Takorabet, Stéphane Charmoille

“…The proposed method is expected to advance the understanding and modeling of losses in electromagnetic and magnetic devices, offering more robust tools for engineers and researchers in optimizing device performance and efficiency.…”
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TAL-SRX: an intelligent typing evaluation method for KASP primers based on multi-model fusion by Xiaojing Chen, Xiaojing Chen, Jingchao Fan, Jingchao Fan, Shen Yan, Longyu Huang, Longyu Huang, Longyu Huang, Guomin Zhou, Guomin Zhou, Jianhua Zhang, Jianhua Zhang

“…The performance of the TAL-SRX method is the best when compared with the different integrated combinations of methods. …”
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Fault diagnosis method of mine hoist main bearing with small sample based on VAE-WGAN by Fan JIANG, Hongyan SONG, Xi SHEN, Zhencai ZHU, Shuman CHENG

“…The fault diagnosis accuracy of VAE-WGAN+CBAM-MobileNetV2 on four small sample ratio datasets was higher than the other four methods, proving that the proposed sample augmentation and fault diagnosis methods have higher diagnostic accuracy on different small sample ratio fault datasets and can meet the fault diagnosis requirements under small samples.…”
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The Evaluation and Promotion Strategy of TSC for Distribution System with New Energy under Power Market Environment by BAI Hao, WANG Yu-shan, ZHOU Chang-cheng, PAN Shu-hui, YE lin-hao, CAI Jian-yi

“…Secondly, in order to explore the impact of power market ti·ansactions, the improved repeated power flow method is used to calculate the maximum power supply capacity (TSC) and mru·ket revenue of the distribution network under different power transaction scenarios. …”
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Emergency-oriented fine change detection of flood-damaged farmland from medium-resolution remote sensing images by Gang Qin, Shixin Wang, Futao Wang, Zhenqing Wang, Suju Li, Xingguang Gu, Kailong Hu, Longfei Liu

“…The consistent performance in different geographic regions and under different RS satellites imaging conditions demonstrate the practical application potential of this method for cross-regional and cross-RS satellites intelligent information extraction in natural disaster scenes with a lack of labeled samples.…”
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Research on a Panoramic Image Stitching Method for Images of Corn Ears, Based on Video Streaming by Yi Huangfu, Hongming Chen, Zhonghao Huang, Wenfeng Li, Jie Shi, Linlin Yang

“…<b>Discussions:</b> Although the experimental results demonstrated the significant advantages of the panoramic splicing method for corn ear images proposed in this paper in terms of improving information collection efficiency and automating corn assessment, the method still faces certain challenges. …”
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