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  1. 2641

    Machine Learning Algorithms for Nondestructive Sensing of Moisture Content in Grain and Seed by Arthur P. LeBlanc, Samir Trabelsi, Khaled Rasheed, John A. Miller

    Published 2025-01-01
    “…Performance of this model is investigated and compared with models trained on an individual grain or seed by using different algorithms, including artificial neural network (NN), support vector regression (SVR), ElasticNet, among other algorithms. …”
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    Article
  2. 2642

    Parameter Identification of Permanent Magnet Synchronous Motor Based on LSOSMO Algorithm by Songcan Zhang, Zhuangzhuang Zhou, Yi Pu, Yan Li, Yingxi Xu

    Published 2025-04-01
    “…So as to solve the problems of slow PMSM parameter identification using the spider monkey algorithm, and easily falling into local optimal and having unstable identification results; the LSOSMO algorithm is put forward in this article, which combines logistic–sine chaotic mapping strategy, dynamic probability adaptive t-distribution method, and an opposition-based learning strategy to determine PMSMs’ electric parameters (stator resistance <i>R<sub>s</sub></i>, dq-axis inductance <i>L<sub>d</sub></i>, <i>L<sub>q</sub></i>, and flux linkage <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msub><mi>ψ</mi><mi>f</mi></msub></mrow></semantics></math></inline-formula>). …”
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    Article
  3. 2643

    MODEL AND ALGORITHMS FOR DETERMINING THE LOCATION AND POSITION OF AGRICULTURAL MACHINERY DURING THE MOVEMENT by Andrii Podorozhniak, Oleksii Balenko, Valentyn Sobol

    Published 2021-06-01
    “…The following tasks are solved in the article: development of agricultural machinery physical model to collect information from sensors during movement, further development and research of applicability of algorithms for location and position determination. …”
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    Article
  4. 2644

    Universal Simulation Model of Battery Degradation with Optimization of Parameters by Genetic Algorithm by K. V. Dobrego, I. A. Koznacheev

    Published 2022-12-01
    “…The efficiency of the parameter optimization algorithm and the adequacy of the resulting model are shown. …”
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    Article
  5. 2645

    Optimization of the Offshore Wind Turbines Layout Using Cuckoo Search Algorithm by Ibrahim Abdulwahab, Solomon Andrew Onazi, Gideon Rimamfate, Akande Abdulwasiu, Abubakar Umar, N.A Iliyasu

    Published 2024-06-01
    “…As such, this research article developed an optimal large-scale offshore wind turbine placement based on wind farm layout design. …”
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    Article
  6. 2646

    Algorithmic support of the adaptive system of controlled flight into terrain avoidance (CFITA) by A. N. Akimov, V. A. Voloshin, A. A. Supryga

    Published 2023-01-01
    “…The article considers the restrictions algorithms for the trajectory parameters of aircraft motion. …”
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    Article
  7. 2647

    Crop Type Classification by DESIS Hyperspectral Imagery and Machine Learning Algorithms by Nizom Farmonov, Khilola Amankulova, Jozsef Szatmari, Alireza Sharifi, Dariush Abbasi-Moghadam, Seyed Mahdi Mirhoseini Nejad, Laszlo Mucsi

    Published 2023-01-01
    “…However, precise and continuous spectral signatures, important for large-area crop growth monitoring and early prediction of yield production with cutting-edge algorithms, can be only provided via hyperspectral imaging. …”
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    Article
  8. 2648

    Multi-core Fiber Resource Allocation Algorithm based on Crosstalk and Fragmentation by YANG Haoyu, REN Danping, DENG Yujing, HU Jinhua, ZHAO Jijun

    Published 2025-06-01
    “…【Conclusion】The CA-LF resource allocation algorithm mentioned in the article reduces the generation of fragmentation caused by crosstalk constraints, improves the utilization rate of network resources, and provides a new method for dealing with spectral fragmentation caused by crosstalk in MCFs.…”
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    Article
  9. 2649

    Research on Algorithms for Local Robot Positioning Using Methods of Discrete Optimization by Vyacheslav Korolyov, Maksim Ogurtsov, Oleksandr Khodzinskyi

    Published 2025-06-01
    “…However, there are specific challenges, particularly the lack of access to global satellite navigation systems for collective robots, which can be jammed for security reasons. The purpose of the article study is to develop an algorithm for the local positioning system of a small collective of robots to maintain a stable structure during group movement while executing tasks in three-dimensional conditions. …”
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    Article
  10. 2650

    ALGORITHMS OF PSYCHOLOGICAL EDUCATION AND SUPPORT OF MEDICAL WORKERS DURING THE WAR IN UKRAINE by Lydia V. Butska, Hanna B. Varina, Oksana O. Drevitska, Valentin O. Ryzhak, Volodymyr I. Bulda, Olha V. Kovalova

    Published 2025-01-01
    “…Introduction. The article presents the results of research on the need to master and implement the basics of psychological support, prevention of burnout, self-help and mutual help in the practice of medical workers (MP). …”
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    Article
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