Research on Safety Control Method of Power Grid Energy Storage System Based on Neural Network Model by Xianglong Chen, Wei Xie

“…Based on the current mainstream deep learning architecture, deep RNNs with different ring kernels were established to optimize the hybrid ESS model. …”
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Proposing an Adaptive Neuro-Fuzzy System-Based Swarm Concept Method for Predicting the Physical Properties of Nanofluids by Gong Han, Amir Seraj

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Effect of Furnace Loading Method on Deformation Consistency of Constant-depth Tooth Hypoid Gear in Heat Treatment by Yimin Mo, Junjian Yang, Yueqi Wang, Chong Xie, Jie Liu, Yaohang Liang

“…In order to facilitate the control of the consistency of the heat treatment distortion of the constant-depth tooth，the gear heat treatment distortion under different furnace loading methods is studied. The study shows that the distortion of the main teeth at the edge position is slightly larger than the center； the deformation of the main bottom layer is significantly lower than that of the upper and middle layers； the deformation consistency of the sparse charging gear is significantly lower than that of the intensive loading furnace. …”
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Robotic Hand–Eye Calibration Method Using Arbitrary Targets Based on Refined Two-Step Registration by Zining Song, Chenglong Sun, Yunquan Sun, Lizhe Qi

“…By collecting the 3D structural information of an object in space at different positions, a random sampling consistency evaluation based on the fast point feature histogram (FPFH) is adopted, and the iterative closest point (ICP) registration algorithm with the introduction of a probability model and covariance optimization is combined to iteratively solve the spatial relationship between point clouds, and the hand–eye calibration equation group is constructed through spatial relationship analysis to solve the camera’s hand–eye matrix. …”
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The regolith-hosted clay REEs leaching effects by mechanical grinding and at low temperature: An analogy on treatment method by Hassan Nasir Mangi, Liqiang Ma, Ru'an Chi, Chenghao Wu, Zhenyue Zhang, Yan DeTian, Lara Sindhu, Khalid Thebo, Umar Ashraf

“…The adoption of grinding and low-temperature methods applied to different clay horizon samples affects the leaching and adsorption behavior of the particles. …”
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ANN-SVM-IP: An Innovative Method for Rapidly and Efficiently Detecting and Classifying of External Defects of Apple Fruits by Nashaat M. Hussain Hassan, Mohamed M. Hassan Mahmoud, Mohamed A. Ismeil, M. Mourad Mabrook, A. A. Donkol, A. M. Mabrouk

“…This paper attempts to address these issues by offering a novel method (ANN-SVM-IP) that integrates image processing (IP)-based segmentation and ML algorithms (ANN-SVM) for extracting and classifying exterior defects in apple fruits. …”
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A new method to solve multi-objective linear fractional programming problem in fuzzy stochastic environment by Ajeet Kumar, Babita Mishra

“…The chance-constrained programming method is utilized to transform the MOFSLFPP into its equivalent crisp form. …”
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Exploration of Spatial Scaling Effects on Remote Sensing Phenology in the Qinghai–Tibetan Plateau Grassland by Wenjiao Mao, Zhongxi Ge, Yuhan Chen, Bo-Hui Tang, Zhen Zhang, Liang Huang, Dong Fan, Xinming Zhu, Junyi Chen, Yanda Qu, Jingting Wang, Feng Tang

“…The findings showed that (1) the average absolute difference (AAD) for LSP (250 m) and LSP (8 km, division scale) obtained by the two methods was close. …”
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Important Aspects of the Design of Experiments and Data Treatment in the Analytical Quality by Design Framework for Chromatographic Method Development by Bianca F. G. Passerine, Márcia C. Breitkreitz

“…Although there are many studies in the literature that use the DOE, none of them address important aspects of data treatment for optimization and MODR generation and compare different software calculations. …”
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A control method for co-phase power supply system of hydrogen containing energy storage device by SONG Zhidong, XIE Shaofeng, PENG You, DENG Shanhui

“…The results show that the proposed method can effectively control the operation of hydrogen power generation and energy storage devices, optimize the energy consumption structure and regenerative braking energy utilization efficiency of electrified railways, and effectively solve the problems of negative sequence and electrical phase separation, thus creating certain economic benefits.…”
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An Integrated Experimental-Simulation Calibration Method for the Constitutive Model of 6005A-T6 Aluminum Alloy Welds by Yu Zhu, Lele Zhang, Weiyuan Dou, Wen Liu

“…Additionally, the adaptability of the constitutive model to the calibration method and the influence of optimization results are discussed and analyzed. …”
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Shunting Strategy for Placing-In and Taking-Out Wagons on Branch-Shaped Freight Operation Network with Simulation Method by Bing Li, Wenyao Qu, Hua Xuan, Chunqiu Xu, Xueyuan Wang, Yifei Geng

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Multi-View and Multi-Type Feature Fusion Rotor Biofouling Recognition Method for Tidal Stream Turbine by Haoran Xu, Dingding Yang, Tianzhen Wang, Mohamed Benbouzid

“…The mIoU, mPA, Precision, and Recall of the experimental results show that the method achieves superior recognition performance on TST datasets with different turbidity levels.…”
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An Efficient Fine-Grained Recognition Method Enhanced by Res2Net Based on Dynamic Sparse Attention by Qifeng Niu, Hui Wang, Feng Xu

“…Extensive evaluations on benchmark datasets demonstrate the effectiveness of the proposed method. It achieves a modest but consistent accuracy gain over strong baselines (approximately 2%) while simultaneously reducing model size by around 30% and inference latency by about 20%, proving highly effective for practical fine-grained recognition applications requiring both high accuracy and operational efficiency.…”
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Analysis of Chloride Level in Rice Field Water after Fertilization in Ketapang Village by Argentometric Titration Method by Ardhi Khoirul Hakim, Ani Qomariyah

“…Mohr's Argentometric titration method was used for chloride analysis. Rice field water samples were collected from Ketapang Village. …”
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Short-Term Power Prediction for Wind Farm and Solar Plant Clusters Based on Machine Learning Method by Yang CUI, Zhenghong CHEN, Peihua XU

“…Regional wind power and PV(photovoltaic) power forecast is an effective way to improve the robustness of power grid, however, the traditional single-station power accumulation method is poor in accuracy and operation efficiency, because the construction time of each station is different and the accuracy of single-station is various. …”
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The Influence of IAA-Producing Bacteria on the Antioxidant Activity of Chlorella vulgaris Using the DPPH Method and In Silico Studies by Pramesti Awil Endar, Agatha Aura Putri, Prabaningtyas Sitoresmi

“…This research was conducted to determine the effect of addition bacteria, specifically IAA-producing bacteria, on the antioxidant activity of C. vulgaris using the DPPH method and to analyze the potential active compounds in C. vulgaris as antioxidants through in silico methods. …”
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Regional Risk Assessment for Urban Major Hazards Using Hybrid Method of Information Diffusion Theory and Entropy by Xinlong Zhou, Xinhui Ning, Longzhi Zheng, Dongzhu Jiang, Peipei Gao, Dashun Fu

“…Finally, a case study of Hangzhou city in China was presented to demonstrate the performance of the proposed method. Results showed that the proposed method could successfully estimate the urban regional risk of Hangzhou city. …”
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Research on Water Quality Improvement Method Based on Slowly-Stored and Quickly-Released System in Xi'an Moat by SUN Chao, HAN Weigang, NONG Xiaoying, WANG Hui, WANG Wenyu, GAO Zehai

“…The slowly-stored and quickly-released system was studied to explore the method of optimizing the hydrodynamic force of rivers in arid regions and reveal its effect on water quality.The south-west tributary of Xi'an moat was defined as the study area.A hydrodynamic force-water quality coupling model of the moat was built based on the collected data of current water quality and hydrodynamic force by using MIKE21.In the coupling model,the impounding gate was designed based on the dam body of the moat to simulate the scouring and silting capacity of the lower reaches caused by rapid discharge from the upper reaches of the channel.The influence law of rapid discharge at different water levels and water quality conditions on hydrodynamics and water quality of the moat was studied.The numerical simulation results from MIKE21 show that water level has a significant influence on the hydrodynamic force,and water quality has a significant influence on the pollutant concentration.The simulation results of the hydrodynamic force-water quality coupling model of the moat show that the working condition with a 1-meter water level and class Ⅲ inlet water quality can greatly improve the water quality and hydrodynamic force of Xi'an moat.By using the water reaching the standard of the class Ⅲ inlet water quality as the supply source,the water quality of Xi'an moat can be effectively improved by enhancing the hydrodynamic force of the moat.…”
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Influence of the Bailey Gradation Method on the Mechanical Behavior of Asphalt Mixture Containing Steel Slag as an Alternative Aggregate by Lisley Madeira Coelho, William Wilson dos Santos, Antônio Carlos Rodrigues Guimarães, Sergio Neves Monteiro

“…This study evaluates the feasibility of reusing steel slag aggregates in asphalt concrete, analyzing the impact of different gradation methods (Bailey method and conventional Brazilian method) on the mechanical properties of the mix. …”
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