A Novel Long Short-Term Memory Seq2Seq Model with Chaos-Based Optimization and Attention Mechanism for Enhanced Dam Deformation Prediction by Lei Wang, Jiajun Wang, Dawei Tong, Xiaoling Wang

“…The AOA optimizes the model’s learnable parameters by utilizing the distribution patterns of four mathematical operators, further enhanced by logistic and cubic mappings, to avoid local optima. …”
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Mid- and High-Frequency Oscillation Suppression Strategy for MMC-HVDC System Based on DC Current Feedback by Yechun XIN, Shangxuan LI, Yanxu WANG, Yihua ZHU, Jiawei YU, Dongxu CHANG

“…In this paper, we firstly established an AC-side impedance model of the MMC based on its dynamic phase vector model. Secondly, we analyzed the impact of control loops and control parameters on MMC impedance characteristics using the impedance method, and identified the power outer loop, current inner loop and control loop delay as the main factors causing MMC to present negative damping characteristics. …”
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Drowsiness Detection in Drivers Using Facial Feature Analysis by Ebenezer Essel, Fred Lacy, Fatema Albalooshi, Wael Elmedany, Yasser Ismail

“…The static threshold method issues a warning when the ECR and/or MAR values reach specific thresholds. …”
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THERMOPHYSICAL BASES OF PRODUCTION OF EFFECTIVE EQUIPMENT FOR GENERAL CRYOTHERAPEUTIC EXPOSURE by A. Yu. Baranov, A. V. Vasilenok, E. V. Sokolova, O. A. Shestakova

“…The results of the analysis of differences in design and technological parameters of domestic and foreign equipment are presented. …”
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Airflow Organization Characteristics of Metro Train Passenger Compartment by YU Haifei, HAN Chongyi, TU Xiaoe, ZHANG Xingjian, ZANG Jianbin

“…Using computational fluid dynamics (CFD) methods and simulation tools such as HyperMesh and STAR-CCM+, the airflow organization and temperature characteristics in the compartment are simulated under both no-load and full-load conditions. …”
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Spatiotemporal changes in the congestion index of streets and roads in the armed conflict conditions by Anna Sotnikova, Moeid Qurashi, Steven Travis Waller

“…The paper explores the dynamics of these changes and ways to adapt urban transportation systems to war conditions. …”
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Hybrid DWT NLM method with NOA optimization for ECG signal denoising by Wen Chen, Yuanfang Zhang, Kaimin Yu, Chufeng Huang, Peibin Zhu, Qihui Wu, Jianzhong Hao

“…Using NOA, the framework dynamically optimizes wavelet decomposition levels and basis functions for precise high/low - frequency separation. …”
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Energy-efficient cluster head selection in Internet of Things networks using an optimized evaporation rate water-cycle algorithm by Cong Lv, Guiling Long

“…Besides, advanced control-randomization operators balance exploration and exploitation dynamically for efficient search behavior in the solution space. …”
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Research on Particle Swarm Optimization-Based UAV Path Planning Technology in Urban Airspace by Qing Cheng, Zhengyuan Zhang, Yunfei Du, Yandong Li

“…Currently, mainstream path planning algorithms, including the PSO algorithm, have issues such as a tendency to converge to local optimal solutions and poor stability. …”
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Perioperative hemodynamic status in children with acquired hydrocephalia by Snisar V.I., Skliar V.V., Lisivets V.I.

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Torsional Vibration Suppression During Mode Transition Process in a Parallel Hybrid Electric Vehicle Based on Multiple Model Predictive Control by Cheng Huang, Changqing Du, Longjian Li, Xiangyu Gongye, Yifan Zhao

“…The mode transition process from electric mode to hybrid electric mode may cause a deterioration in the comfort of the parallel hybrid electric vehicle. To tackle this issue, a coordinated control strategy considering torsional oscillation of mode transition are developed in this study. …”
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CFD-APSO Co-Optimization for Enhanced Heat Dissipation in a <i>Camellia oleifera</i> Harvester Engine Compartment by Wenfu Tong, Kai Liao, Lefeng Zhou, Haifei Chen, Hong Luo, Jichao Liang

“…Subsequently, an “engine compartment cover parameters–temperature” correlation model was established, and the dimensional parameters of the engine compartment cover were optimized using the APSO algorithm. …”
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Safety and benefits of early oral nutrition as part of the fast-track program among patients who have undergone gastrectomy for stomach cancer by R. V. Pavlov, K. O. Timofeeva, M. A. Chernykh, V. N. Danilin

“…It was associated with shorter first exhaust time (2.8 ± 1.0 days vs 3.9 ± 1.2 days, p=0.001), shorter postoperative length of stay in the hospital (5.4 ± 1.5 days vs 9.5 ± 2.3 days; p=0.001), as well as a more dynamic recovery of laboratory parameters.Conclusion. …”
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Small Sample Fiber Full State Diagnosis Based on Fuzzy Clustering and Improved ResNet Network by Xiangqun Li, Jiawen Liang, Jinyu Zhu, Shengping Shi, Fangyu Ding, Jianpeng Sun, Bo Liu

“…These features are used to construct a feature vector matrix, and a dynamic clustering graph is formed using fuzzy clustering to realize the fiber state diagnosis. …”
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Research on RBF-PID hybrid drive control models for drone pesticide applications in tropical orchards by Ruipeng Tang, Jianrui Tang, Narendra Kumar Aridas, Mohamad Sofian Abu Talip, Loy Chee Luen

“…It introduces the RBF (Radial Basis Function) neural network to adjust the proportion, integral, and differential of incremental PID controller, which adjusts spraying parameters in real time to improve the accuracy of pesticide spraying. …”
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Evolutionary biology and life histories by C. R. Brown, D. L. Thomson

“…Conceptually, marked similarities exist in the dynamic processes underlying population ecology and those underlying evolutionary biology. …”
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A Prediction Method for Frictional Resistance in Long-Distance Rectangular Pipe Jacking Considering Complex Contact States by Xiaoxu Tian, Zhanping Song, Kangbao Lun, Jiangsheng Xie, Peng Ma

“…In long-distance, large-section rectangular pipe jacking operations, machine deviation is an inevitable factor that poses substantial challenges to the accurate prediction of frictional resistance. To address this issue, a novel methodology is proposed to analyze the dynamic interactions at the pipe–soil–slurry interfaces. …”
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High-precision positioning of robotic systems on programme trajectories using satellite navigation measurements by S. V. Sokolov, A. I. Okhotnikov, D. V. Marshakov, I. V. Reshetnikova

“…Introduction. The main issue in processing satellite measurements remains the struggle with their interference, especially intensive in rugged terrain, cities, atmospheric disturbances and artificial interference. …”
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A Feedback-Assisted Inverse Neural Network Controller for Cart-Mounted Inverted Pendulum by ManMahendra Singh Daksh, Puneet Mishra

“…Further, we have used a bio-inspired optimization algorithm, that is, particle swarm optimization (PSO), to optimize the initial weights of the INN along with the PID controller’s parameters to get an optimal control performance. The proposed INN + PID controller scheme has been tested on a cart-mounted inverted pendulum system due to its challenging control requirement owing to its intricate nonlinear dynamics. …”
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Study of thermal behavior on multi-tank cascade system for ship-borne hydrogen storage tank using a new design configuration by Ji-Qiang Li, Tong Wu, Zhen-Yu Gong, Yong Fan, Hao-Ran Ma, Jeong-Tae Kwon, Caizhi Zhang, Ji-Chao Li

“…Through computational fluid dynamics (CFD) numerical simulation, the variations in parameters of different multi-tank cascade systems during the hydrogen storage process are analyzed. …”
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