Investigation of operation factors in the self-balancing device of the washing machine in resonance zone by Sergey N. Alekhin, Sergey P. Petrosov, Alexey S. Alekhin

“…The paper objective is to solve the issues related to the increase of reliability, profitability, and safety of modern washing machines on the basis of decrease in dynamic loads under whizzing. …”
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Federated learning scheme for mobile network based on reputation evaluation mechanism and blockchain by Ming YANG, Xuexian HU, Qihui ZHANG, Jianghong WEI, Wenfen LIU

“…Federated learning is a new distributed machine learning technology, where training tasks are deployed on user side and training model parameters are sent to the server side.In the whole process, participants do not need to share their own data directly, which greatly avoids privacy issues.However, the trust relationship between mobile users in the learning model has not been established in advance, there is hidden safety when users perform cooperative train with each other.In view of the above problems, a federated learning scheme for mobile network based on reputation evaluation mechanism and blockchain was proposed.The scheme allowed the server side to use subjective logic models to evaluate the reputation of participating mobile users and provided them with credible reputation opinions sharing environment and dynamic access strategy interface based on the technique of smart contract of blockchain.Theoretical and experimental analys is results show that the scheme can enable the server side to select reliable users for training.And it can achieve more fair and effective reputation calculations, which improves the accuracy of federated learning.…”
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Optimization model for reliability-based maintenance strategies of critical components in electric multiple units by CHEN Jiayu, SONG Dongli, GENG Fangdong

“…In addition, a parallel quantum genetic algorithm was incorporated to calculate parameters such as the optimal maintenance interval and reliability. …”
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A Blockchain-Integrated Federated Learning Approach for Secure Data Sharing and Privacy Protection in Multi-Device Communication by Kejun Li

“…This approach aims to handle the distributed trust issues of federated learning users and update data states rapidly. …”
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Power system and energy management strategy for hydrogen fuel hybrid power shunting locomotive by NIU Xuexin, BAI Huan

“…The paper investigated and designed a hybrid power source system, with hydrogen fuel cells as the primary source and lithium batteries as the auxiliary power source, for locomotives used in station operations, addressing issues of slow dynamic response, soft output characteristics, and inability to recover braking energy associated with fuel cell technology. …”
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An efficient routing protocol for internet of medical things focusing hot spot node problem by Ghufran Ahmed, Danish Mehmood, Khurram Shahzad, Rauf Ahmed Shams Malick

“…For remote monitoring, existing systems use different types of Internet of things devices that measure different health parameters. One of the major problems in such a system is to find an optimum routing approach that can resolve energy and thermal issues that are taking the limelight in the research arena. …”
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An improved supervisory protocol for automatic selection of routing protocols in environment-aware vehicular ad hoc networks by Ishtiaq Wahid, Ata Ul Aziz Ikram, Masood Ahmad, Fasee Ullah

“…With resource constraint’s distributed architecture and dynamic topology, network issues such as congestion, latency, power awareness, mobility, and other quality of service issues need to be addressed by optimizing the routing protocols. …”
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Detection of Factors Affecting Rainfall Intensity in Jakarta by Bagus Sumargo, Dian Handayani, Alvi Pauziah Lubis, Irman Firmasyah, Ika Yuni Wulansari

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Features of the Application of the Detection Algorithm Based on the Background Subtraction Method in the Scanning Optoelectronic Surveillance System by E. I. Mikhnionok, A. V. Khizniak

“…However, the application of this detection algorithm in a scanning optoelectronic system requires the solution of the following problematic issues: the exclusion of false highlighting of the areas of the processed image in the foreground when transferring the sensor field of view; the elimination of errors in the initial values of the parameters of a mixture of Gaussian distributions. …”
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Evaluation of the Runoff and River Routing Schemes in the Community Land Model of the Yellow River Basin by Mingyang Sheng, Huimin Lei, Yang Jiao, Dawen Yang

“…Abstract Runoff and river routing schemes play important roles in land surface models (LSMs) because they regulate the soil moisture, heat flux, and vegetation dynamics of land surface processes and account for the carbon and nutrient transport in river channels. …”
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Visual Automatic Localization Method Based on Multi-level Video Transformer by Qiping ZOU, Botao LI, Saian CHEN, Xi GUO, Taohong ZHANG

“…The setup is designed to acquire a dynamic video sequence illustrating the transition of image clarity, starting from blurry, achieving optimal clarity, and then reverting to blurry. …”
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Mixing temperature optimization and modification mechanism of medical masks modified asphalt: Insights from computational chemistry by Heyang Ding, Hongren Gong, Lin Cong

“…Furthermore, previous literature lacks precise elucidation of MMA’s physical modification mechanism, especially concerning the binding mode and energy composition. To address these issues, the optimal mixing temperature for MMA was recommended based on molecular dynamics (MD). …”
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TARGET AND SYSTEM ASPECTS OF THE TRANSPORT INFRASTRUCTURE DEVELOPMENT PROGRAM by Alina Yelizyeva, Roman Artiukh, Elena Persiyanova

“…When determining the acceptable level of the parameter of development of the logistics transport system, such types of coordination problems arise when making management decisions, such as integral, deterministic and range. …”
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A refined lion optimizer for deep learning by Jian Rong, Chenhao Ma, Qinghui Zhang, Yong Cao, Weili Kou

“…However, due to the discreteness of the sign function, the optimizer’s parameter updates may fail to adapt dynamically with momentum in some models, leading to non-convergence issues. …”
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Design and Performance Analysis of a Composite Separator with Enhanced De-Bonding Efficiency of Gas Hydrate-Bearing Sediments by Xing Fang, Yufa He, Zhong Li, Guorong Wang, Shunzuo Qiu

“…A combined computational fluid dynamics–discrete element method simulation method was used to verify the de-bonding performance of this composite separator on weakly cemented hydrate particles with different sizes and to study the influence of the spiral flow channel structural parameters and inlet types on the de-bonding performance.…”
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Sports Cardiology by Schüttler D, 2, 3, Hamm W, 2, Bauer A, 4, Brunner S

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Enhanced Modeling and Control of Organic Rankine Cycle Systems via AM‐LSTM Networks Based Nonlinear MPC by Yang Sun, Ming Du, Xiao Qi

“…Leveraging an attention mechanism‐based long short‐term memory (AM‐LSTM) network, the dynamic characteristics of ORC systems, which are subject to non‐Gaussian disturbances, are accurately modeled. …”
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Optimized Adaptive Fuzzy Synergetic Controller for Suspended Cable-Driven Parallel Robots by Yasser Hatim Alwan, Ahmed A. Oglah, Muayad Sadik Croock

“…The parameters of the controller are optimized using the Dragonfly Algorithm, a metaheuristic technique known for its simplicity and fast convergence. …”
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Analysis of determinants of the inflow of foreign direct investment to Poland. Part II – research results by Wyrwa Joanna

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Impact of Damping Models in Damage Identification by Michael Souza, Daniel Castello, Ney Roitman, Thiago Ritto

“…The analyses are based on experimental dynamic response obtained from an aluminum beam instrumented with a set of accelerometers. …”
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