Artificial intelligence in educational technology and transformative approaches to English language using fuzzy framework with CRITIC-TOPSIS method by Jingdan Liu, Xujie Bao, Liji Chen

“…To reveal the validation and superiority, a numerical example is discussed to evaluate an effective AI approach to improve English language and psychology pedagogy under different criteria. Furthermore, a comprehensive comparative study is conducted to assess the compatibility of the proposed optimization techniques in the CRITIC-TOPSIS method with existing optimization approaches. …”
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Predicted sewing thread consumption using neural network method based on the physical and structural parameters of knitted fabrics by Khedher Faouzi, Hamdi Thouraya, Jaouachi Boubaker, Jmali Mohamed

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Research on the Control Method for Remotely Operated Vehicle Active Docking with Autonomous Underwater Vehicles Based on GFSMO-NMPC by Hongxu Dai, Yunxiu Zhang, Shengguo Cui, Xinhui Zheng, Qifeng Zhang

“…Finally, a joint simulation experiment is established through WEBOTS 2023a and MATLAB 2023a, verifying the superiority and feasibility of the designed controller and the proposed method. After parameter optimization, the simulation results show the method proposed in this study has a 90% success rate in 10 docking experiments under different disturbances.…”
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A Low-Frequency Oscillation Identification Method for Power System Based on Adaptive Generalized S-Transform with Bat Algorithm by Miao Yu, Jingjing Wei, Shuoshuo Tian, Jianqun Sun, Yixiao Wu, Shouzhi Zhang, Jingxuan Hu

“…The superiority of the proposed method is verified, which can greatly improve the time-frequency resolution of PMU active power data signal and has effective noise immunity.…”
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Enhancing State of Health Prediction Accuracy in Lithium-Ion Batteries through a Simplified Health Indicator Method by Dongxu Han, Nan Zhou, Zeyu Chen

“…Validation of the models with different datasets shows that the proposed method achieves both average relative error and root mean square error within 5%, outperforming other methods in terms of minimizing error and ensuring stability. …”
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Electricity Data Quality Enhancement Strategy Based on Low-Rank Matrix Recovery by Guo Xu, Xinliang Teng, Lei Zhang, Jianjun Xu

“…Comparative experiments on both synthetic and real-world datasets demonstrate that the proposed method can accurately recover measurement data under various noise contamination scenarios and different distributions of missing data. …”
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Multi-time scale source and load intelligent scheduling method for distribution network based on multi-agent game by Tang Junci, Li Tie, Pi Junbo, Wang Mingkai

“…Experimental results show that the proposed method has better scheduling effect in different strategies and scenarios, and is suitable for wide application.…”
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Using Coil-Wire Method to Improve Heat Transfer Characteristics in Pipe Flow: A Mini Review Study by Sarmad A. Ali Sciences

“…Passive methods are generally used in both numerical and experimental applications to save energy and cost in enhancing heat transfer and friction losses. …”
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Development of a Simple Integrative Carbon Nanomaterial Microextraction Method with GC-MS for Assessing Pesticide Residues in Apples by Eduard F. Valenzuela, Leiliane C. André, Helvecio C. Menezes, Zenilda L. Cardeal

“…The methodology underwent extraction process optimization and analytical method validation. Moreover, its applicability for detecting pesticides in apples was evaluated. …”
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A Short-Term Electricity Load Complementary Forecasting Method Based on Bi-Level Decomposition and Complexity Analysis by Xun Dou, Yu He

“…Therefore, this paper proposes a complementary forecasting method based on bi-level decomposition and complexity analysis. …”
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A Hybrid Dynamic Path-Planning Method for Obstacle Avoidance in Unmanned Aerial Vehicle-Based Power Inspection by Zheng Huang, Chengling Jiang, Chao Shen, Bin Liu, Tao Huang, Minghui Zhang

“…Simulation results show that, compared to traditional algorithms, the proposed method achieves an 8% to 12% optimization in path length, more than 50% in node optimization, and over 95% in planning time optimization. …”
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A Dedispersion Transform Method for Extracting the Normal Modes of a Shallow Water Acoustic Signal in the Pekeris Waveguide by Guang-Bing YANG, Lian-Gang LÜ, Da-Zhi GAO, Ying JIANG, Hong-Ning LIU

“…After performing DDT on a signal received in the Pekeris waveguide, the waveform of resulting normal modes is very close to the source signal, each with different position and amplitude. Each normal mode can be extracted by determining its position and amplitude parameters by applying particle swarm optimization (PSO). …”
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Multiagent, multitimescale aggregated regulation method for demand response considering spatial–temporal complementarity of user-side resources by Tingzhe Pan, Chao Li, Chen Yang, Zijie Meng, Zongyi Wang, Zean Zhu

“…Firstly, we established a framework considering the spatial–-temporal coordinated characteristics of user-side resources with the objective to minimize the total regulation cost and weighted sum of distribution grid losses. The optimization problem was then solved for two different timescales: day-ahead and intraday. …”
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Error Model for Autonomous Global Positioning Method Using Polarized Sky Light and True North Measurement Instrument by Yinlong Wang, Jinshan Li, Yi Luo, Jinkui Chu

“…The proposed model can rapidly and accurately provide the global error distribution of a bionic positioning method under varying angular measurement errors at different times. …”
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A Lightweight and Efficient Plant Disease Detection Method Integrating Knowledge Distillation and Dual-Scale Weighted Convolutions by Xiong Yang, Hao Wang, Qi Zhou, Lei Lu, Lijuan Zhang, Changming Sun, Guilu Wu

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FLUORESCENT DIAGNOSTIC METHOD AS A TOOL FOR COMPREHENSIVE EVALUATION OF THE HYGIENE OF NATURAL TEETH AND FIXED DENTAL PROSTHESIS CONSTRUCTIONS by A.M. Ramus, D.M. Korol, M.O. Ramus, V.O. Kurylo

“…The proposed method allows you to determine the hygienic condition in detail, makes a significant contribution to the prevention of dental diseases and improves the optimization of medical interventions. …”
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Critical dimensions in strengthening education and instructor training using fuzzy based decision algorithm and CRITIC WASPAS method by Hui Zhou, RenGuo Yang

“…Moreover, an optimization technique of the weighted aggregated sum product assessment (WASPAS) method is established to rank alternatives under different conflicting criteria. …”
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Prospects for the use of mobile applications for digitalization of the main business processes in the restaurant business by V.О., A.V.

“…The article examines the technical advantages of mobile applications over traditional methods of managing business processes and the advantages of their use in the restaurant business in view of prolonged quarantine restrictions and the war with the rf. …”
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Long-term deformation behavior and hanger force adjustment scheme of a prestressed concrete continuous rigid-frame arch bridge by Wenshan Gao, Bosen Wang, Jinsong Zhu, Yanlei Wang, Yijun Zhang, Shen Zhou, Jiuxing Zhang

“…This method establishes mathematical relationships between adjustment values, main girder displacements, and hanger forces, followed by treating main girder deflection as a constraint and hanger forces as the objective function to determine the optimal adjustment values through a constrained nonlinear optimization algorithm. …”
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GA-SVM method for single-phase grounding fault line selection in distribution network based on feature fusion by ZHANG Xiaopeng, BAI Jie, SUN Naijun, LI Jie, ZHENG Shuai, WAN Qingzhu

“…Aiming at the low accuracy of line selection method when the data amount of single-phase grounding fault in distribution network is small, a genetic algorithm optimized support vector machine (GA-SVM) method for single-phase grounding fault line selection in distribution network based on feature fusion is proposed, which adopts Fourier transform, the active power method and wavelet packet transform decompose the transient zero-sequence current of each line under different fault conditions, extracts four features, including fundamental wave amplitude, fifth harmonic amplitude, average active power component and wavelet energy value. …”
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