An Improved Fault Diagnosis Method for Rolling Bearing Based on Relief-F and Optimized Random Forests Algorithm by Yueyi Yang, Jiabo Zhai, Haiquan Wang, Xiaobin Xu, Yabo Hu, Jinxia Wen

“…In this paper, a novel hybrid fault diagnosis method of an optimized random forests classifier for rolling bearings is proposed. …”
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Optimizing the thermal treatment procedure using electrochemical methods to improve the performance of vanadium redox flow batteries by Mohammad Rahimi, Filippo Fenini, Anders Bentien

“…In this article, different thermal treatment procedures were carefully investigated by electrochemical methods to find the optimized time and temperature for enhancing the electrochemical performance and activity of the graphite felt electrodes within the vanadium redox flow battery. …”
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A structural health monitoring data reconstruction method based on VMD and SSA-optimized GRU model by Xiaoliang Jia, Guoyan Zhang, Zhiqiang Wang, Huacong Li, Jing Hu, Songlin Zhu, Caiwei Liu

“…To address this challenge, this study develops a method combining Variational Mode Decomposition (VMD) and Sparrow Search Algorithm (SSA)-optimized Gate Recurrent Unit (GRU) for recovering structural response data. …”
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Optimized exposer region-based modified adaptive histogram equalization method for contrast enhancement in CXR imaging by Shivam Gangwar, Reeta Devi, Nor Ashidi Mat Isa

“…This study presents an advanced Exposure Region-Based Modified Adaptive Histogram Equalization (ERBMAHE) method, further optimized using Particle Swarm Optimization (PSO) to enhance contrast, preserve brightness, and strengthen fine details. …”
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Carbon Emission Reduction in Traffic Control: A Signal Timing Optimization Method Based on Rainbow DQN by Juan Lv, Zhaowei Wang, Jianxiao Ma

“…To improve intersection traffic flow and reduce vehicle energy consumption and emissions at intersections, a signal optimization method based on deep reinforcement learning (DRL) is proposed. …”
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Enhancing DC Motor Speed Control Performance Using Heuristic Optimization and Comparative Analysis of Control Methods by Ali Öztürk, Nasser Bandar Nasser Al Saremi, Beytullah Bozali

“…In our study, Proportional-Integral-Derivative (PID), Proportional-Integral (PI), and Proportional-Derivative (PD) control methods were used. The parameters of these controllers were tuned using Matlab Tuned, The Cheetah Optimizer (CO) Algorithm, a new generation heuristic optimization method, and Particle Swarm Optimization (PSO), a widely accepted optimization method. …”
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A configuration and scheduling optimization method for integrated energy systems considering massive flexible load resources by Zihao Wang, Shenhua Wang, Hanwen Ni, Junyin Wang, Jun Zhang

“…Flexible loads were categorized into three types to match different electricity consumption patterns. Additionally, an enhanced Kepler Optimization Algorithm (EKOA) was proposed, incorporating chaos mapping and adaptive learning rate strategies to improve search scope, convergence speed, and solution efficiency. …”
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Improving the efficacy against cucumber root-knot nematode and Alleviating the phytotoxicity of fluopyram by optimizing the application method by Yang Liu, Lin Dong, Yuan Gao, Kai Wang, Lingtao Meng, Beixing Li, Daxia Zhang, Feng Liu

“…However, as a common non-fumigation nematicide, its distribution in soil was often the key limiting factor that determined the efficacy and efficiency. To optimize the utilization of fluopyram against RKN, the control efficacy of application methods including blending-of-soil, root-irrigation, drip-irrigation, and furrow-irrigation and the correlation between nematicide distribution and efficacy were studied. …”
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Method-Driven Physicochemical Profiling of <i>Aconitum pendulum</i> Bush Polysaccharides and Optimization of Extraction Protocols by Mingkun Meng, Linlin Zhao, Chunqiao Shi, Yuying Song, Qingya Yu, Mengjia Li, Xing Yang, Yue Liu, Tong Xu, Yi Zhang

“…<b>Background/Objectives</b>: This study aimed to characterize the physicochemical properties and antioxidant activities of polysaccharides from Aconitum pendulum Bush processed through different methods (the polysaccharide from A. pendulum (DT), the polysaccharide from A. pendulum processed with zanba (Z-DT), the polysaccharide from A. pendulum processed with highland barley wine (Q-DT), and the polysaccharide from A. pendulum processed with hezi (H-DT)). …”
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Development of Sub-channel Program and Multi-objective Optimization Method Research for Printed Circuit Heat Exchanger by CHEN Liqin, HUO Honglei, XIE Renyao, YANG Yi

“…The optimization design method studied in this paper is more in line with the design requirements of the small Brayton cycle system scheme, and has a guiding role in the design of PCHE for special application scenarios.…”
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OPTIMAL PARTICLE SIZE DEFINITION DURING COOPERATIVE EXTRACTING OF DIFFERENT TYPES OF HERBAL RAW MATERIALS WHICH COMPRISE INTO INFUSION COMPOSITION «VENETON» by S. A. Kutsenko, O. V. Kutovaya, O. A. Ruban, I. V. Kovalevskaya

“…Method of mathematical planning has been used for particle size optimization of multicomponent collection of each kind. …”
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Optimization of biosensor based on nitride-photonic crystal operating in visible range for Glucose detection by Hassen Dakhlaoui, Walid Belhadj

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Donor Segmentation Analysis Using the RFM Model and K-Means Clustering to Optimize Fundraising Strategies by Rezki ., Nouval Trezandy Lapatta, Rizka Ardiansyah, Wirdayanti ., Dwi Shinta Angreni

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Optimization of <i>Sargassum bovianum</i> Extraction Techniques for Germination of Wheat, Canola, and Corn Under Different Salinity Stress by Mehdi Derafshi, Akbar Hassani, Setareh Amanifar, Mohammad Babaakbari, Narges Hematimatin, Behnam Asgari Lajayer, Tess Astatkie, G. W. Price

“…These findings can help growers optimize the germination and growth of these important crops.…”
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Optimizing restoration of intestinal function in moderate-risk surgical patients with abdominal emergencies using different infusion therapy regimens by O. M. Klyhunenko, O. V. Kravets, V. A. Sedinkin

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Optimization of Retrospective Gated-ECG Coronary Computed Tomography Angiography by Dose Reduction in Patients with Different Body Mass Indexes by Behzad Fazlkhah, Mona Fazel Ghaziyanii, Leyla Dinparast, Vahid Alinejad, Yunus Soleymani, Davood Khezerloo

“…Background: The reduction of patient radiation dose in coronary Computed Tomography Angiography (CCTA) with acceptable image quality is considered an important factor in the research.Objective: This study aims to optimize the CCTA protocol using a retrospective Electrocardiogram (ECG)-gated axial scan protocol in patients with different Body Mass Indexes (BMIs).Material and Methods: In this cross-sectional study, 66 patients into three main groups: 80 kVp (Group A), 100 kVp (Group B), and 120 kVp (Group C), underwent CCTA. …”
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Optimization of Clamping and Conveying Parameters for Spinach Orderly Harvesting with Low Damage by Simulation and Experiment by Huankun Wang, Chong Qi, Qiaojun Luo, Minglin Chen, Yidong Ma, Xianlong Wang

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Optimization of Suspender Cable Force of Long-Span Concrete Arch Bridges Based on Embedded Matrix Method by Kaizhong Xie, Mengsheng Yu, Xinyu Yao, Longlin Wang, Tianzhi Hao, Hua Wang

“…In order to simplify the completion process of cable force optimization and adjustment in long-span concrete-filled steel tube arch bridges, a new method was proposed in the present study. …”
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Calculation method of impingement depth and multiple objective optimizations of nozzle layout for aviation gears considering windage by Linlin Li, Yuanjun Ye, Yuzhong Zhang, Kai Zhao

“…To obtain the best oil jet lubrication effect, the multi-objective optimization design method of oil jet streamline layout parameters with the largest impingement depth and the smallest impingement depth difference between two gears was proposed. …”
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Internal sound field reconstruction method based on optimal arrangement of sound monitoring points near the cabin inner surface by Shengguo Shi, Qiang Guo, Huihui He, Xinyu Wang

“…Besides, the optimum performance of different optimization algorithms is compared. The results show that the proposed method is more accurate than the traditional equivalent source method when the number of monitoring points is the same, and the QPSO algorithm shows the best monitoring point location optimization performance. …”
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