A traction load modeling method of metro trains based on the regenerative braking energy effective utilization and its application by SHI Dan, GAO Dongsheng, YANG Rui

“…This method first established the power probability distribution model of a single train under different working conditions, and then used Poisson distribution to model the number of trains in the power supply section, and then obtained the traction load model considering the time sequence of train. …”
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Capacity Allocation Method for Wind-Solar-Hydro-Storage Complementary System Considering Time and Spatial Transfer Characteristics of Load by Jie WEN, Jichun LIU, Zhengnan WEN, Jianhua LI, Chenxin LI

“…Finally, through a case simulation, the nonlinear optimization problem is solved by professional optimization software (LINGO), and the allocation capacities of the source end system under different planning years and scenarios are obtained, which has verified the effectiveness of the proposed method in improving the system indicators.…”
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A Hybrid Approach Incorporating WSO-HO and the Newton-Raphson Method to Enhancing Photovoltaic Solar Model Parameters Optimisation by Jeridi Ahmed, Moulahi Mohamed Hedi, Khaterchi Hechmi, Zaafouri Abderrahmen

“…This study introduces a novel hybrid approach, WSO-HO, which integrates the strengths of the war strategy optimization (WSO) and Hippopotamus Optimization (HO) algorithms, enhanced by the Newton-Raphson (NR) method, to achieve precise parameter estimation for PV models. …”
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Design of experiments-assisted UPLC method for quantification of nitrosamine impurities in glimepiride and lobeglitazone sulfate: A green chemistry approach by KiranKumar Chagarlamudi, Venkata Kanaka Srivani Maddala, Kumaraswamy Gandla

“…A robust ultra-performance liquid chromatography (UPLC) method was developed and systematically optimized using a Design of Experiments (DoE) approach for the simultaneous quantification of glimepiride, lobeglitazone sulfate, nitrosamine impurity-3 (IMP-3), and impurity-1 (IMP-1) in the marketed LOBG-G1 formulation. …”
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Flow characteristics in heated trapezoidal channels: A finite element method study of Reynolds number and fin design influences by Mohammed Riad Benouaz, Houssameddine Kandouci, Mohammed Ayad Alkhafaji, Noureddine Kaid, Alain M. Dikandé, Younes Menni, Giulio Lorenzini, Ali J. Chamkha

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A simplified preparation method for single-nucleus RNA-sequencing using long-term frozen brain tumor tissues by Kati J. Ernst, Konstantin Okonechnikov, Josephine Bageritz, Ashwyn A. Perera, Jan-Philipp Mallm, Andrea Wittmann, Kendra K. Maaß, Svenja Leible, Michael Boutros, Stefan M. Pfister, Marc Zuckermann, David T. W. Jones

“…We performed a technical comparison between different single-nucleus RNA-sequencing (snRNA-seq) systems and applied the established nucleus isolation method to analyze frozen primary glioma tissues. …”
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Multi-Objective Decision-Making Evaluation Method of Environmental Impact Associated with the Life Cycle of Agro-Friendly Biochar Materials by Shunyang Wang, Jing Wei, Hua Li, Da Ding, Yaxin Zhang, Yuen Zhu, Shaopo Deng, Yongming Luo

“…Sensitivity analysis further confirmed the robustness of the method, with impact variations ranging from 0.44 to 0.52, suggesting the model’s reliability in comparing different remediation materials. …”
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ESFormer: A Pillar-Based Object Detection Method Based on Point Cloud Expansion Sampling and Optimised Swin Transformer by Zhuoxuan Zhao, Qianchun Li, Shengyu Hao, Xinyan Huang, Fan Zhang

“…To this end, this study proposes an innovative target detection method based on Pillar point cloud, by designing a point cloud enhancement module called the Point Cloud Expansion Sampling Tool (PCES-Tool) and combining it with a Swin Transformer architecture based on optimized patch partition (Swin-T+). to solve the above problems. …”
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Effect of Lubricant Young’s Modulus on Surface Settlement Control During Pipe-Roof Construction Using Pipe-Jacking Method by Shuai Zhang, Takashi Sasaoka, Akihiro Hamanaka, Xiaohu Hu, Peng Ma, Hideki Shimada

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A Multi-Branch Convolution and Dynamic Weighting Method for Bearing Fault Diagnosis Based on Acoustic–Vibration Information Fusion by Xianming Sun, Yuhang Yang, Changzheng Chen, Miao Tian, Shengnan Du, Zhengqi Wang

“…The model incorporates an adaptive fusion method based on a multi-branch convolutional structure, enabling unified processing of both acoustic and vibration signals. …”
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Establishment of a rapid method for the detection of Brucella canis based on recombinase-mediated thermostable nucleic acid amplification technology by Shao-Zheng Song, Zi-Yuan Li, Yuan-Yuan Liu, Ying-Chao Wu, Kang-Ying Yu, Zhengyi He

“…Reproducibility was evaluated using plasmid standards from the same and different batches.ResultsThe optimized RAA system used primers bOmp25-F2/bOmp25-R2 and probe bOmp25-P, with a constant reaction temperature of 39°C for 15 minutes. …”
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Abstractive Summarization of Historical Documents: A New Dataset and Novel Method Using a Domain-Specific Pretrained Model by Keerthana Murugaraj, Salima Lamsiyah, Christoph Schommer

“…To address the mismatch between the pre-trained encoder and the non-pre-trained decoder, we employ a novel fine-tuning schedule that uses different optimizers for each component. Experimental results on our constructed dataset demonstrate that our HistBERTSum-Abs method outperforms recent state-of-the-art deep learning-based methods and achieves results comparable to state-of-the-art LLMs in zero-shot settings in terms of ROUGE-1, ROUGE-2, and ROUGE-L F1 scores. …”
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An Efficient and Low-Delay SFC Recovery Method in the Space–Air–Ground Integrated Aviation Information Network with Integrated UAVs by Yong Yang, Buhong Wang, Jiwei Tian, Xiaofan Lyu, Siqi Li

“…To address the failure issues of SFCs under attack, this study proposes an efficient SFC recovery method for recovery rate optimization (ERRRO) based on virtual network functions (VNFs) migration technology. …”
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A Method and Engineering Practice for a Fully Mechanized Caving Coalface to Rapidly Pass Through a Large Fault by Wei Zhang, Feili Yang, Jingyu Chang, Shengxun Zhao, Bin Xu, Jinyong Xiang

“…Based on the occurrence characteristics of the F₆ fault (maximum throw: 13.5 m) in the #3_up1101 fully mechanized caving coalface at Gaozhuang Coal Mine, two different solutions allowing the coalface to pass through this fault were proposed, and the solution of pre-driven roadways with rock pillars was optimally determined. …”
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A novel extraction method of prymnesins from Prymnesium parvum whole culture samples and re-evaluation of existing protocols by Magdalena Pöchhacker, Alexander Conrad, Doris Marko, Elisabeth Varga

“…The optimized SPE approach provides a faster, cleaner and more reliable extraction method for PRMs and improves analytical workflows for both natural and laboratory samples.…”
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TCCFNet: a semantic segmentation method for mangrove remote sensing images based on two-channel cross-fusion networks by Lixiang Fu, Yaoru Wang, Shulei Wu, Jiasen Zhuang, Zhongqiang Wu, Jian Wu, Huandong Chen, Yukai Chen

“…However, due to the complexity of mangrove distribution and the similarity among different categories in remote sensing images, traditional image segmentation methods struggle to accurately identify mangrove regions. …”
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Influence of Various Fruit Preservation Methods on the Phenolic Composition and Antioxidant Activity of <i>Prunus spinosa</i> L. Fruit Extract by Valentina Sallustio, Joana Marto, Lidia Maria Gonçalves, Manuela Mandrone, Ilaria Chiocchio, Michele Protti, Laura Mercolini, Barbara Luppi, Federica Bigucci, Angela Abruzzo, Teresa Cerchiara

“…To preserve these properties after harvesting, understanding the best storage methods is essential. In this study, blackthorns were preserved using different methods (air-drying, freezing, or freeze-drying) to determine the optimal procedure for preserving their antioxidant activity. …”
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The Main Trends in Improving the Activities of a Higher Educational Institution in the Context of Digital Transformation by I. E Zhukovskaya

“…In this publication, an analysis of literary and Internet sources on the problem of optimizing educational, pedagogic and scientific activities in a higher educational institution is carried out on the basis of improving the digital infrastructure, as well as the methods and forms of education. …”
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A High-Efficient Method for Synthesizing Multiple Antenna Array Radiation Patterns Simultaneously Based on Convolutional Neural Network by Shiyuan Zhang, Chuan Shi, Ming Bai

“…This paper proposes a high-efficient method that utilizes deep learning technology for synthesizing multiple antenna array radiation patterns simultaneously. …”
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A Fault Diagnosis Method for Dry Vacuum Pump Bearing Based on Finite Element Simulation With Deep Transfer Learning by Yanfeng Wei, Haibin Liu, Min Wei, Mingfei Li

“…Experimental results show that the proposed method performs well on multiple datasets, especially when there is a large speed difference between domains, as shown in the PU dataset, and the accuracy is significantly improved compared with the deep transfer learning methods DANN and DDTLN. …”
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