A novel method integrating sample migration and threshold optimization for high-precision greenhouse classification: evidence from Southern China by Kaiyue Luo, Henggang Zhang, Chenhui Zhu, Tianyu Jiao, Alim Samat, Yonglin Chen, Chuanxiang Cheng

“…This study proposes a remote sensing classification framework using sample migration and dynamic threshold optimization for accurate, scalable greenhouse detection. …”
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A novel pressure control method for nonlinear shell-and-tube steam condenser system via electric eel foraging optimizer by Serdar Ekinci, Cebrail Turkeri, Davut Izci, Laith Abualigah, Mohit Bajaj, Vojtech Blazek, Lukas Prokop

“…However, traditional controllers (PI, PD, PID) struggle with nonlinearities and external disturbances, while classical tuning methods (Ziegler-Nichols, and Cohen-Coon) fail to provide optimal parameter selection. …”
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Research on multi-objective optimization design for high-precision turning-milling machine tool bed based on taguchi method -FEA by Hongyi Wu, Haozhen Li, Xuanyi Wang, Junshou Yang, Runze Jiang, Xiaolei Deng, Jianchen Wang

“…Compared with the traditional research methods for optimizing machine tool beds, the FEA technology can handle more complex geometric shapes and boundary conditions, improve the accuracy and reliability of data, and enhance the optimization efficiency through the Taguchi method, achieving multi-objective joint optimization. …”
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Optimization of Adaptive I²H ∞ Control Method Based on Multiple Input Sensors by Yu Gu, Hanyang Li, Zeting Mei, Hao Wen, Yuanxiong Jin, Wenxuan Dong

“…The core contributions of this study include: 1) Designing a multi-sensor current reference estimator to dynamically generate the optimal electromagnetic torque through state variables such as wheel speed, acceleration, slope, and human factor database (heart rate, subjective score, fatigue index) to achieve real-time prediction of rider demand; 2) Proposing an adaptive current reference value estimation algorithm that integrates feedforward compensation and error feedback to ensure smooth switching of assistance modes and suppress sensor noise; 3) Developing an intention-induced H<inline-formula> <tex-math notation="LaTeX">$\infty $ </tex-math></inline-formula> robust current tracking controller that significantly enhances the system&#x2019;s robustness to parameter fluctuations and external disturbances by optimizing the H<inline-formula> <tex-math notation="LaTeX">$\infty $ </tex-math></inline-formula> norm of the closed-loop transfer function, while supporting personalized riding assistance.…”
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Two-Stage capacity allocation optimization method for user-level integrated energy systems considering user satisfaction and thermal inertia by Shunyu Li, Jing Zhang, Yu He, Gang Lv, Ying Liu, Xiangxie Hu, Zhiyang Wang, Xuan Ao

“…This study proposed a two-stage, capacity-optimization configuration method for user-level energy systems considering thermal inertia and user satisfaction. …”
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Robust and fast whole brain mapping of the RF transmit field B1 at 7T. by Antoine Lutti, Joerg Stadler, Oliver Josephs, Christian Windischberger, Oliver Speck, Johannes Bernarding, Chloe Hutton, Nikolaus Weiskopf

“…We present an optimized method for fast and robust in-vivo whole-brain B(1) (+) mapping at 7T. …”
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Method for suppressing range sidelobes of bistatic integrated sensing and communication signal based on LFM by JI Chenxing, LI Peng, ZHANG Tianxiang, GAO Yulong

“…Focusing on modulation schemes and receiver architecture as key points of investigation, two innovative methods were proposed: phase reduction modulation and receiver structure optimization. …”
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A novel interval prediction method in wind speed based on deep learning and combination prediction by XueJun Chen, Tao Han, Peng Cheng, Xuanfang Da

“…Abstract The combined method for interval forecasting (CMIF) is proposed for improved real-time prediction of wind speed uncertainty to facilitate wind turbine operation and power grid dispatching. …”
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Analysis of Influence of Cut-and-Cover Method on Retaining Structures and Differential Settlement in Subway Foundation Pit Construction by Yi Liu, Lei Huang, Xiaolin Tang, Yanbin Xue, Wenbin Ke, Yang Luo, Lingxiao Guan

“…A comparison with the cut-and-cover method prompted the adoption of a strategy that integrates segmental pouring of the main structure and the installation of internal supports to optimize the original scheme. …”
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Machine learning-based prediction method for open-pit mining truck speed distribution in manned operation by Changyou XU, Gang CHEN, Qiuxia ZHANG, Bo WANG, Hongwang ZHANG, Hongrui LI, Weiwei QIN, Muyang LI

“…The purpose is to develop and apply a machine learning-based approach for the prediction and scheduling optimization of open-pit mining truck speeds. Open-pit mining is a significant method for coal mining, making it crucial to enhance the transportation efficiency of mining trucks. …”
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Training Set Design for Uneven Illumination Correction in High-Resolution Whole Slide Images by Sama Nemati, Hasti Shabani, Ahmad Mahmoudi-Aznaveh

“…Uneven illumination correction is considered a critical pre-processing step in creating digital images from optical microscopes, particularly in whole-slide imaging (WSI). While deep learning-based methods have suggested new possibilities, they often struggle with generalizing to unseen images and require substantial computational resources. …”
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Physicochemical and Functional Properties of Soluble and Insoluble Dietary Fibers in Whole Grains and Their Health Benefits by Pathumi Ariyarathna, Patryk Mizera, Jarosław Walkowiak, Krzysztof Dziedzic

“…Future research should focus on enhancing the bioavailability and functionality of whole-grain dietary fibers, optimizing the methods by which they are extracted, and exploring their potential applications in the food and pharmaceutical industries.…”
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Evaluation of whole blood CD64 for identifying infection in neonates receiving hospital care by Naomi E. Spotswood, Naomi E. Spotswood, Naomi E. Spotswood, Peter A. Dargaville, Peter A. Dargaville, Leah Hickey, Leah Hickey, Leah Hickey, Michelle J. L. Scoullar, Michelle J. L. Scoullar, Riya Palchaudhuri, Riya Palchaudhuri, Shuning Zheng, Timothy Spelman, Suzanne M. Crowe, Suzanne M. Crowe, Hanumesh Kenchapla, James G. Beeson, James G. Beeson, David A. Anderson, David A. Anderson

“…Neonatal infections and sepsis in adults have been associated with increased CD64 expression on neutrophils. We investigated whole blood CD64 (wbCD64) and neutrophil elastase (NE) in neonates who were evaluated and treated for potential infection and evaluated the potential for these biomarkers as diagnostic tools.MethodsNeonates were prospectively recruited from two neonatal units. …”
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Multi-objective optimization of heat transfer performance of power battery cold plate based on bionic spider web flow channel by Junfu Qiao, Jinqin Guo, Yongwei Li

“…Our comprehensive multi-parameter optimization using Response Surface Method (RSM) revealed that a 5 % copper nanoparticle concentration achieves optimal cooling, reducing average and maximum battery temperatures by 0.68 % and 0.67 % respectively, while maintaining a manageable 16.85 % increase in pressure drop. …”
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Real-Time Intelligent Recognition and Precise Drilling in Strongly Heterogeneous Formations Based on Multi-Parameter Logging While Drilling and Drilling Engineering by Aosai Zhao, Yang Yu, Bin Wang, Yewen Liu, Jingyue Liu, Xubiao Fu, Wenhao Zheng, Fei Tian

“…This paper proposes a real-time intelligent recognition method for strongly heterogeneous formations based on multi-parameter logging while drilling and drilling engineering, which can effectively guide directional drilling operations. …”
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Interactive online learning method for students based on artificial intelligence by Cizhang Li, Wenfen Yin

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Design and Optimization of an Uneven Wave-like Protrusion Channel in the Proton Exchange Membrane Electrolysis Cell Based on the Taguchi Design by Zhong-Liang Feng, Tian-Jun Zhou, Shen Xu, Guo-Liang Wang, Lu-Haibo Zhao, Bo Huang

“…This study introduces an innovative uneven wave-like protrusion channel structure for PEMECs, designed to optimize mass transfer and bubble removal while minimizing energy losses. …”
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Mathematical Models and Algorithms of Optimal Load Management of Electricity Consumers by I. U. Rakhmonov, K. M. Reymov

“…Therefore, it is advisable to use administrative measures in conditions of shortage of power and electricity in the power system. Optimal planning of short-term regimes of power systems according to rigid load profile received after alignment can be carried out by traditional methods. …”
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The Equal-Time Waypoint Method: A Multi-AUV Path Planning Approach That Is Based on Velocity Variation by Chenxin Yin, Kai Shi, Hailong Wang

“…The resulting paths comply with kinematic constraints while achieving reduced energy consumption. The method enables velocity adjustments across different segments to prevent conflicts. …”
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Effects of uncertainty in the design parameters during the design of horizontal gravity oil, gas and water separators by Abubakar Juma Chilala, Milan Stanko, Oras J. Mkinga

“…The results of this study provide a method and tool to aid topside design teams while expanding on previous research in the literature regarding separator design.…”
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