Research into prediction and influential factors of circuit breaker closing time using BFGS-NN by Longcheng Dai, Jiaying Yu, Zhihui Huang, Hui Ni, Yifan Zhang, Junting Dou

“…The BFGS algorithm trained on these data generated a closing time prediction model, achieving rapid convergence and optimal fit during learning. …”
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Research on Leakage Monitoring and Identification of Buried Pipeline for Finished Oil Products by Gongxing LI

“…This study establishes a leakage monitoring and identification model for undulating buried pipelines, generates pressure waves by controlling valve openings, and monitors and identifies leakage locations. …”
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Numerical Analysis of the Transport and Fate of Nitrate in the Soil and Nitrate Leaching to Drains by Alaa El-Sadek, Mona Radwan, Jan Feyen

“…From the comparative analysis between experimental data and simulation results it can also be concluded that the model after calibration is a useful tool to optimize as a function of the combination “climate-crop-soil-bottom boundary condition” the nitrogen application strategy resulting in an acceptable level of nitrate leaching for the environment.…”
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Assessing the Impacts of Autonomous Bus-on-Demand Based on Agent-Based Simulation: A Case Study of Fuyang, Zhejiang, China by Zhikang Zhai, Ying Yang, Yu Shen, Yuxiong Ji, Yuchuan Du

“…We take Fuyang, Zhejiang, China, as the study area to investigate the spatiotemporal distribution of bus travel demand during workdays, and we propose replacing inefficient bus routes with the ABoD system. Agent-based models with various bus dispatching and operation control strategies are constructed to evaluate the performance of the ABoD system. …”
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Artificial intelligence based classification and prediction of medical imaging using a novel framework of inverted and self-attention deep neural network architecture by Junaid Aftab, Muhammad Attique Khan, Sobia Arshad, Shams ur Rehman, Dina Abdulaziz AlHammadi, Yunyoung Nam

“…The extracted features are fused using a modified serial fusion with a strong correlation approach. An optimization algorithm- slap swarm controlled standard Error mean (SScSEM) has been employed, and the best features that passed to the shallow wide neural network (SWNN) classifier for the final classification have been selected. …”
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Teaching reform pathway of graduation thesis for eight-year clinical medical program based on the OBE concept by JIN Jing, SUN Wenwen, MA Chao

“…Various pilot eight-year curriculums in medical schools have made great efforts in their education remodeling in order to strengthen students' research capabilities and to optimize thesis quality. As medical education enters an accelerating phase of innovative reformation and development, the quality control and improvement of graduation theses in eight-year programs still faces several challenges, such as the decoupling of sampling standards from classified training, unclear thesis positioning and objectives, teacher-centered training models, unshaped evaluation criteria and reliance on external quality control. …”
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Tether Force Estimation Airborne Kite Using Machine Learning Methods by Akarsh Gupta, Yashwant Kashyap, Panagiotis Kosmopoulos

“…By analyzing key input features such as wind speed and kite dynamics, our model predicts optimal locations for Airborne Wind Energy System installation, offering a promising alternative to traditional wind turbines.…”
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Computational fluid dynamics investigation of heat-exchangers for various air-cooling systems in poultry houses by В.И. Троханяк, И.Л. Роговский, Л.Л. Титова, П.Г. Лузан, П.С. Попык, О.О. Банный

“… The increase in the productivity of poultry plants is connected with the necessity to create the optimal controlled environment in poultry houses. …”
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The Role of Mosques in Human Coordinations: From Social Order to Legal Order by Seyedebadelah Jahanbin, SayedSajjad GHolami

“…Essentially, it can be said that the mosque-educated and congregation-trained individual has a greater practical commitment to observing social and legal rules and regulations, and a society based on mosque teachings, with an approach of internal control (in the absence of external control), will train individuals more committed to social order and legal order, and with less cost, the outcome of that society will be more optimal and worthy.…”
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Structural Design and Electromagnetic Performance Analysis of Octupole Active Radial Magnetic Bearing by Qixuan Zhu, Yujun Lu, Zhongkui Shao

“…This study addresses the challenges of magnetic circuit coupling and control complexity in active radial magnetic bearings (ARMBs) by systematically investigating the electromagnetic performance of four magnetic pole configurations (NNSS, NSNS, NNNN, and SSSS). …”
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Pilot Protection for Transmission Line of Grid-Forming Photovoltaic Systems Based on Jensen–Shannon Distance by Kuan Li, Qiang Huang, Rongqi Fan

“…When faults occur in transmission lines of grid-forming PV systems, the LVRT control and virtual impedance function cause the fault characteristics of grid-forming inverters to differ significantly from those of synchronous generators, which deteriorates the performance of existing protection schemes. …”
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Multiplicity and stability of solutions in transport phenomena of non-Newtonian Carreau nanofluid with nonlinear Rosseland thermal approximations and neural prediction by Puneet Rana, Xinyi Zhu, Ioan Pop

“…Bayesian regularization and Levenberg–Marquardt optimization models consistently provide better predictions in all cases. …”
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Approach to knowledge management and the development of a multi-agent knowledge representation and processing system by E. I. Zaytsev, E. V. Nurmatova

“…The proposed approach to the development and use of intelligent software agents combines knowledge-based reasoning mechanisms with neural network models. The developed MKRPS structure and DKB control diagram includes described methods for optimizing the DKB, determining the availability of microservices used by the agents, ensuring the reliability assurance and coordinated functioning of the computing nodes of the system, as well as instrumental software tools to simplify the design and implementation of the MKRPS. …”
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Intelligent analysis algorithm for power engineering data based on improved BiLSTM by Yuanyuan Xu, Jiapeng Yang, Xin Cai

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Autonomous Drilling and the Idea of Next-Generation Deep Mineral Exploration by George Nikolakopoulos, Anton Koval, Matteo Fumagalli, Martyna Konieczna-Fuławka, Laura Santas Moreu, Victor Vigara-Puche, Kashish Verma, Bob de Waard, René Deutsch

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Effects on Soil Aggregates and Organic Carbon Under a Triple-Cropping System in the Middle Reaches of the Yangtze River by Binjuan Yang, Qin Liu, Ning Liu, Yao Huang, Guoqin Huang

“…In conclusion, in the triple-cropping area of paddy fields in the middle reaches of the Yangtze River, the milkvetch–early rice–sweet potato||late soybean and rape–early rice–sweet potato||late soybean models are conducive to the optimal management of the soil carbon pool and carbon sequestration. …”
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Experimental Study on the Variation of Soil Dielectric Permittivity under the Influence of Soil Compaction and Water Content by Jun Hu, Xinbin Wang, Fujun Zhang, Yuanke Zhao

“…By studying the changes in dielectric permittivity of soil samples with different soil water content and compaction levels, the influence of the controlling factors on the relationship model between soil water content and dielectric permittivity can be evaluated. …”
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Dynamic Economic Dispatch of AC/DC Microgrid Based on the Finite-Step Consensus Algorithm by JIANG Ke;WU Feng;ZHANG Xinsong;ZONG Xuanjun

“…In this paper, a dynamic economic dispatch model of AC/DC microgrid is developed with the objective of minimizing the daily operation cost of controllable units. …”
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Development of an air conditioning system with individual regulation of temperature and air flow rate in a compartment of a passenger car by G. M. Stoyakin, A. V. Kostin, S. N. Naumenko

“…Individual air temperature control systems used in air conditioning systems are divided into two groups: active and passive.The article proposes for consideration a combined active-passive system with a separate air supply with a lower and higher temperature compared to the temperature maintained in the compartment and the installation of individual induction terminals, which makes it possible to increase the efficiency of individual regulation of air parameters in the compartment.To assess the uniformity of temperature distribution and air flow rate over the car volume with the proposed control scheme, a three-dimensional modeling of the distribution of these parameters in the compartment was carried out on the basis of Autodesk CFD software.The given simulation results indicate the uniformity of temperature and air flow rate distribution over the compartment volume, which makes it possible to characterize the proposed system as sufficiently energy efficient, easy to operate and reliable in operation.…”
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Extraction and purification of total flavonoids from Zanthoxylum planispinum Var. Dintanensis leaves and effect of altitude on total flavonoids content by Jiyue Wang, Xianqi Huang, Zhenyu Chen, Nian Chen, Mingli Yang, Chenggang Liang, Yanghua Yu, Denghong Shi

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