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    Design of a Transformer-GRU-Based Satellite Power System Status Detection Algorithm by Guoqi Xie, Xinhao Yang, Jiayu Zhao, Zhou Huang

    Published 2025-07-01
    “…Experimental results on satellite power system status detection demonstrate that the modified Transformer-GRU model achieves superior detection performance compared to baseline approaches. This research provides an effective solution for enhancing the reliability of satellite power management systems and opens new research directions for future advancements in space power system monitoring technologies.…”
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    Research on the method of weight calculation and equipment arrangement optimization of tramcar by DUAN Huadong, LIU Xiaofeng, JIANG Zhongcheng, ZHANG Bo

    Published 2022-01-01
    “…The optimization model comprehensively considered various constraints such as equipment interference, equipment clearance, maintenance space and equipment binding to search the global optimal solution, so as to greatly improve the efficiency of equipment layout optimization, and the axle and wheel weight deviation were optimized to 0 in the state of reconditioning. …”
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  6. 46

    Development of an Algorithm for Semantic Segmentation of Earth Remote Sensing Data to Determine Phytoplankton Populations by Yu. V. Belova, I. F. Razveeva, E. O. Rakhimbaeva

    Published 2024-09-01
    “…The objective of the study is to create an algorithm that processes satellite data as input information for the formation and checking of mathematical models of hydrodynamics, which are used to monitor the state of water bodies. …”
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  7. 47

    Research on the Single-Leg Compliance Control Strategy of the Hexapod Robot for Collapsible Terrains by Peng Sun, Yinwei He, Shaojiang Feng, Xianyong Dai, Hanqi Zhang, Yanbiao Li

    Published 2025-05-01
    “…Legged robots often encounter the problem that the foot-end steps into empty spaces due to terrain collapse in complex environments such as mine tunnels and coal shafts, which in turn causes body instability. …”
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  8. 48

    Research on Ship Heave Motion Compensation Control Under Complex Sea State Environment Based on Improved Reinforcement Learning by ZHANG Qin, ZHOU Jingyi, WANG Xingyue, HU Xiong

    Published 2025-07-01
    “…OU noise is a specialized form of stochastic process that engenders smooth and correlated random oscillations over continuous time, making it particularly suited for exploration within continuous state spaces. In reinforcement learning environments, the inclusion of OU noise aids the agent in broader exploration during the nascent stages of training, facilitating the discovery of potentially advantageous state-action pairs that augment task completion. …”
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    Adjustment of angle error and tolerance allocation methods for RV reducers by ZHANG Bowen, ZHOU Jianxing, CUI Quanwei, LIN Kaihong, ZHOU Yadong, XU Wenqiang

    Published 2025-07-01
    “…ObjectiveAiming at the problems that angular errors in key load-bearing components such as crankshafts, cycloidal gears, and pin gear shells during processing and manufacturing lead to the reduction of transmission accuracy and stability of rotary vector (RV) reducers, an angular error adjustment method and a tolerance allocation method for RV reducers based on state space models were proposed.MethodsFirstly, taking the BX40E reducer as the research object, the error transmission chain of the reducer was constructed to illustrate the error transmission path of the RV reducer. …”
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  11. 51

    Deep learning for sea surface temperature applications: A comprehensive bibliometric analysis and methodological approach by Redouane Larbi Boufeniza, Luo Jingjia, Kemal Adem Abdela, Karam Alsafadi, Mohammad M Alsahli

    Published 2024-07-01
    “…The analysis underscored China's prominence as a leader in the extensive research devoted to this field. The United States of America and the United Kingdom played pivotal roles in providing the essential data that served as the foundation for these studies. …”
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    Application of Kalman Filter to Estimate Dynamic Hedge Ratio in Pairs Trading Strategy: A Case Study of the Automobile Industry by Mohammad Javad Nourahmadi, Marziyeh Norahmadi

    Published 2023-03-01
    “…Of course, as with all trading strategies, the more you use them, the less likely you will make a profit. In this research, the co-integration method was used to select the pair of stocks, and based on the space-state approach and using the Kalman filter algorithm, the dynamic hedge ratio was estimated to provide trading signals. …”
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