Elevator Running Fault Monitoring Method Based on Vibration Signal by Mingxing Jia, Xiongfei Gao, Hongru Li, Hali Pang

“…According to the one-dimensional characteristics of the vibration signal, this paper proposes an elevator operation fault monitoring method based on one-dimensional convolutional neural network (1-DCNN). …”
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Method of Adaptability Assessment of an Intercept Missile in Challenging Marine Conditions by Zong-zhan SHAO, Yong XIONG, Wen-liu DAI

“…A comprehensive assessment method combining experimental verification and simulation calculations is proposed for the assessment. …”
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Quantum-assisted hλ-adaptive finite element method by R.H. Drebotiy, H.A. Shynkarenko

“…In particular, the exponential speedup of certain carefully designed algorithms, compared to their classical counterparts, promises to significantly enhance the numerical solution of a wide range of problems.This paper investigates the integration of quantum computing with the finite element method, focusing on singularly perturbed advection-diffusion-reaction problems. …”
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Unmanned roller lateral positioning method for asphalt road construction by Pengju Yue, Xiaohua Xia, Yongbiao Hu, Xuebin Wang, Pengcheng He, Xufang Qin

“…Subsequently, the lateral distances are measured by the designed lateral positioning methods. Finally, field validation experiments are conducted to evaluate the effectiveness of the proposed lateral positioning method. …”
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Plazless method of design preparation for the production of general aviation aircraft by Iurii Vorobiov, Andriy Humennyi, Oleksiy Bogach

“…Objective: to analyze the global demand for light aircraft, to substantiate the possibility and feasibility of introducing independent (plazless) methods for linking technological equipment and aircraft design components, to develop a list of design work and expected results, to develop digital models (electronic drawings) of the aircraft as a whole and its components, to prove the effectiveness of such approaches. …”
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An accurate and sensitive method for neurotoxicity assessment of emerging contaminants in zebrafish by Ming Su, Jian Zhuo, Li Li

“…When validated with 12 known neurotoxicants, our approach significantly improved detection rates compared to previous behavioral screening methods. Specifically, 8 compounds (66.67 %) affected either interocular distance or midbrain area. 10 neurotoxic pollutants (83.33 %) were identified by observing the actions of microglia, while 9 compounds (75 %) showed effects on the patterns of neuronal cell activity and 7 compounds (58.33 %) were identified by the number of motor neurons. …”
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Management of Infected Gap Nonunion of Shaft of Femur by Ilizarov Method by Rooshad Ahmad Muhammad, Omer Ali Rafiq Barawi

“…The aim of this study was to evaluate the effectiveness of treating infected nonunion of femoral shaft by using Ilizarov method. …”
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FTDZOA: An Efficient and Robust FS Method with Multi-Strategy Assistance by Fuqiang Chen, Shitong Ye, Lijuan Xu, Rongxiang Xie

“…These findings confirm that FTDZOA is a reliable, high-performance, practical, and robust FS method.…”
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Orbitrap noise structure and method for noise unbiased multivariate analysis by Michael R. Keenan, Gustavo F. Trindade, Alexander Pirkl, Clare L. Newell, Yuhong Jin, Konstantin Aizikov, Andreas Dannhorn, Junting Zhang, Lidija Matjačić, Henrik Arlinghaus, Anya Eyres, Rasmus Havelund, Richard J. A. Goodwin, Zoltan Takats, Josephine Bunch, Alex P. Gould, Alexander Makarov, Ian S. Gilmore

“…Using this understanding, we developed a generative model for Orbitrap data that accounts for the noise distribution and introduce a scaling method, termed WSoR, to reduce the effects of noise bias in multivariate analysis. …”
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Current status and progress of research on vacuum method of refining magnesium by Dong Wang, Ting-an Zhang, Jing-zhong Xu, Kun Wang

“…Finally, by comparing the production processes of magnesium by direct vacuum and relative vacuum methods, the advantages and disadvantages of the two methods for the preparation of magnesium were mainly discussed, and the future development of magnesium was proposed.…”
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Metal Roof Fault Diagnosis Method Based on RBF-SVM by Liman Yang, Lianming Su, Yixuan Wang, Haifeng Jiang, Xueyao Yang, Yunhua Li, Dongkai Shen, Na Wang

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Research on a Method for Identifying Key Fault Information in Substations by Pan Zhang, Lei Guo, Zhicheng Huang, Zhoupeng Rao, Ying Zhang, Zhi Sun, Rui Xu, Deng Li

“…By improving feature extraction and reducing computational complexity, the proposed method effectively alleviates the workload of operation and maintenance personnel while enhancing fault classification accuracy. …”
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Robot Joint Vibration Suppression Method Based on Improved ADRC by Gang Wang, Shuhua Fang, Qiangren Xu

“…This article proposes an innovative joint vibration suppression method for six-axis collaborative robots. A permanent magnet synchronous motor (PMSM) and harmonic reducer are considered as a whole system in the design. …”
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An Iterative Adaptive Polarization Calibration Method Independent of Corner Reflectors by Bowen Chi, Jixian Zhang, Guoman Huang, Lijun Lu, Shucheng Yang

“…In addition, the variation coefficient was introduced to achieve adaptive sample selection and enhance fitting accuracy. The effectiveness of our proposed method was validated using GF3 02 satellite two-scene calibration field images. …”
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An Enhanced Precise Carrier Phase Positioning Method for Vehicle Navigation by Qiangqiang Shuai, Qiyi Pang, Fangzhou Tang, Zun Niu, Bocheng Zhu

“…This paper aims to improve the positioning accuracy for vehicle navigation and proposes a spherical harmonic function (SHF)-based undifferenced and uncombined (UDUC) carrier phase positioning method for vehicles to fit the ionospheric delays of multiple satellites in a single formula and reduce the marginal effect caused by polynomials. …”
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Instagram fake profile detection using an ensemble learning method by Bharti Goyal, Nasib Singh Gill, Preeti Gulia, Noha Alduaiji, Piyush Kumar Shukla, Shreyas J

“…This paper provides state-of-the-art methods for reducing the prevalence of false accounts, which will improve the efficiency and trustworthiness of identity verification systems used online. …”
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Task Allocation and Path Planning Method for Unmanned Underwater Vehicles by Feng Liu, Wei Xu, Zhiwen Feng, Changdong Yu, Xiao Liang, Qun Su, Jian Gao

“…In order to overcome these issues, we put forward a task allocation and path planning method for UUVs. First, we introduce a task allocation mechanism based on an Improved Grey Wolf Algorithm (IGWA). …”
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GaitPart‑based Cross‑view Gait Recognition Method by LIU Jianhu, LIU Xing, GU Miao, WANG Junzhu, ZHANG Hailong, DENG Hongxia

“…[Results] The experimental results show that the effectiveness of the method is demonstrated by achieving 97.6%, 94.5%, and 81.1% Rank-1 accuracy on the CASIA-B dataset with normal walking, carrying luggage, and wearing outerwear, respectively.…”
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Q-factor Estimation Method Based on Time-varying Wavelet by Daming GE, Jianguo SONG

“…Application to real seismic data from an oilfield in eastern China further confirms the effectiveness of the method.…”
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ISO 9001 Performance: A Holistic and Mixed-Method Analysis by Alcina A. de SENA PORTUGAL DIAS, Iñaki Heras SAIZARBITORIA

“…This theoretical perspective was used in a broad empirical study, using a mixed-method analysis combining the use of qualitative and quantitative methods. …”
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