Photovoltaic Array Fault Diagnosis and Localization Method Based on Modulated Photocurrent and Machine Learning by Yebo Tao, Tingting Yu, Jiayi Yang

“…By irradiating different frequency-modulated light, this method separates photocurrent and directly measures the photoelectric conversion efficiency of each panel, achieving both high accuracy and localization. …”
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Energy-and-Technology Installation Based on a Rolling Mill Heating Furnace with the Option of Hydrogen Production by V. A. Sednin, E. O. Ivanchikov, V. A. Kaliy, A. Y. Martinchuk

“…The main aspects and features of thermochemical methods of hydrogen production are shown from the standpoint of choosing the number of stages of chemical reactions implementation and determining the thermodynamic conditions for their conduct. …”
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Optimization of VA-DLLME methodology for the determination of beta-cyfluthrin in blood and urine sample of human by TLC-image analysis: Validated by AGREE and complex GAPI tools by Sakshi Pandey, Mahak Malviya, Lalit P. Chandravanshi

“…Overall, this developed method for detecting beta-cyfluthrin in human blood and urine samples is efficient, cost-effective, and adheres to the principles of green analytical chemistry(GAC). …”
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Energy Optimization of Sugarcane Bagasse by Oxidative Torrefaction: A Multiple Linear Regression Method by Diego A. Racero-Galaraga, Stiven Javier Sofan-German, Juan P. Arteaga-Ramos, Jorge M. Mendoza-Fandiño

“…Therefore, this research aimed to develop and apply a multiple linear regression model to predict the calorific value in oxidative torrefied sugarcane bagasse. An innovative method was used to enhance the efficiency of torrefaction process, focusing on predicting the calorific value through temperature and oxygen concentration. …”
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Using the arterial spins labeling method (ASL-perfusion) for evaluation of glioblastoma residual tissue by M. S. Bunak, M. V. Vishnyakova, G. A. Stashuk, R. G. Biktimirov

“…Objective. To evaluate the efficiency of ASL-perfusion as a method of estimating of hemodynamics and detection of residual tumor tissue after surgical treatment of glioblastoma.Material and methods. 56 patients after brain tumor’s surgical resection of glioblastoma (GRADE IV). …”
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Research on Temperature Field Analysis Method of High-Speed Bearing Chamber–Bearing System by Ping Gong, Jingjing Zhang, Zhenxia Liu, Manyuan Li

“…Additionally, compared with the thermal fluid–structure interaction method, the method described in this paper can save 90.75% of calculation time, which significantly improves efficiency. …”
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Finite Element Method Stress Analysis of Kammprofile Gasket Defects and Evaluation of the Sealing Performance by Muhammad Afiq Azmansah, Ahmad Majdi A Rani, Fudhail Abd Munir

“…A mesh size of 0.75 mm was optimal for balancing computational efficiency and accuracy. The maximum contact stress is determined to be the main indicator of sealing effectiveness among compressive strain and average contact stress, as the trendline shows that deviations from ideal parameters increase localised stresses and risk permanent deformation of the gasket. …”
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PHYSICAL-MATEMATICALSCIENCE MECHANICS SIMULATION CHALLENGES IN OPTIMISING THEORETICAL METAL CUTTING TASKS by Rasul V. Guseynov, Lyudmila M. Sultanova

“…Conclusion The joint use of geometric programming and experiment planning methods in order to optimise the parameters of cutting significantly increases the efficiency of technological metal processing approaches.…”
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Caterpillar-Inspired Multi-Gait Generation Method for Series-Parallel Hybrid Segmented Robot by Mingyuan Dou, Ning He, Jianhua Yang, Lile He, Jiaxuan Chen, Yaojiumin Zhang

“…These parameters, represented as discrete hump waves, are intended to improve motion efficiency during locomotion. Furthermore, the trajectories for each swinging segment are determined through kinematic analysis. …”
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A Neural Network-Based Structural Parameter Assessment Method for Prefabricated Concrete Pavement by Yongsheng Tang, Yunzhen Lin, Tao Yu

“…However, as a new type of pavement structure, their structural analysis theory and actual structural performance have not been determined. Therefore, a new method based on a neural network is applied to implement a long-term structural assessment, with the input being monitored strain data; it is named the jellyfish search algorithm-optimized BP neural network (JS-BP) model. …”
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Improved Nonprobabilistic Global Optimal Solution Method and Its Application in Bridge Reliability Assessment by Xiaoya Bian, Xuyong Chen, Hongyin Yang, Chen You

“…Without losing any probable failure points, this method was contributive to reducing root value point equations, lowering the computational complexity, and improving the computational efficiency. …”
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Forecast of brine blowout zones in the Amu Darya basin and analysis of brine blowout in oil and gas fields by Deryaev Annaguly

“…This analysis led to a deeper understanding of the nature of depression formations and the development of more effective methods for their extraction and processing. The data analysis methods ensure more accurate and reliable results, help-ing not only to determine optimal development points for deposits but also to reduce risks associated with costly drilling and extraction operations. …”
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Work Emotion Intervention and Guidance Training Method for Enterprise Employees Based on Virtual Reality by Lixun Zhu

“…Improper management of employees’ emotions has a great impact on work status and work efficiency, and emotional management has increasingly become a very important part of corporate human resource management. …”
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Chemical magnetic field-assisted batch polishing method of 316L stainless steel by Fukang Yin, Chenchun Shi, Zikang Huang, Ke Wu, Jinbang Li, Chunjin Wang

“…Based on the principle of magnetic field-assisted batch polishing (MABP) proposed by our research team previously, a novel chemical magnetic field-assisted batch polishing (CMABP) method here is developed by adding chemical reagents (i.e., the mixture of oxalic acid and hydrogen peroxide) in the preparation process of regular magnetic brush, desiring and expecting to further realize the polishing of 316L stainless steel with higher precision and efficiency simultaneously. …”
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Study on Heat Transfer of Fluid in a Porous Media by VOF Method with Fractal Reconstruction by Shuai Liu, Qingyong Zhu, Wenjun Xu

“…This research is significant because understanding heat transfer in these complex porous media is essential for optimizing energy systems, enhancing thermal management in industrial processes, and improving the efficiency of phase-change-based technologies. For this scientific issue, a general model is designed. …”
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Selection of strawberry cultivars according to their productivity and berry quality using normalized indices by V. I. Lapshin, V. V. Yakovenko

“…Combined use of various data transformation methods and a multivariate statistical analysis that takes into account several variables would increase the efficiency of selecting promising strawberry genotypes according to a set of traits for industrial and small-scale production.Materials and methods. …”
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Environmental DNA surveys can determine in-stream dominance of non-native brook charr Salvelinus fontinalis over native brown trout Salmo trutta by Andreas Broman, William F. Englund, Niclas Gyllenstrand, Joacim Näslund

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CMRNet: An Automatic Rapeseed Counting and Localization Method Based on the CNN-Mamba Hybrid Model by Jie Li, Chenbo Yang, Chengyong Zhu, Tao Qin, Jingmin Tu, Binhui Wang, Jian Yao, Jiangwei Qiao

“…This article provides an indirect method for lodging assessment by simplifying the lodging issue to the enumeration of upright plants. …”
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WEIGHTING IMPORTANCE SAMPLING METHOD FOR STRUCTURAL TIME-DEPENDENT FAILURE PROBABILITY FUNCTION ESTIMATION by QIAN YuGeng, YUAN XiuKai, CHEN JingQiang

“…To verify the accuracy and efficiency of the proposed method, numerical examples and industrial robot reducer examples are given and solved by the proposed method. …”
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A Sequential Ultrafiltration Method to Enhance the Accuracy and Throughput in Plasma Protein Binding Tests by Sang Ho Jeon, Min Chang Kim, Haejun Lee, Ju-Hee Oh, Hyun Seo Kim, Heawon Lee, Taehoon Park, Young-Joo Lee

“…<b>Results</b>: The PPB values determined through sequential UF were generally consistent with those derived from the mass balance UF method. …”
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