Contrast Limited Adaptive Local Histogram Equalization Method for Poor Contrast Image Enhancement by Ibrahim Majid Mohammed, Nor Ashidi Mat Isa

“…However, each approach has its gaps, such as complexity, parameter tuning sensitivity, dependence on initial image quality and long computational time. Furthermore, most methods may perform poorly well on images with different types. …”
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NEW BALANCE METHOD OF DRILLING RIG LOAD OF MULTIFUNCTIONAL DRILLING COMPREHENSIVE EXPERIMENT PLATFORM by TIAN JiaLin, YANG Zhi, FU ChuanHong, YU ChangBo, DONG MingJian, LONG XiaoKang, FANG Jian, LI You

“…Then by the internal and external balance methods,the results were calculated and compared,and the different effects on the experiment platform performance were obtained. …”
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The Method of Quantitative Trend Diagnosis of Rolling Bearing Fault Based on Protrugram and Lempel–Ziv by Jianxi Du, Lingli Cui, Jianyu Zhang, Jin Li, Jinfeng Huang

“…Firstly, the fault features of original fault signals of bearing inner and outer race with different severity are extracted using Protrugram algorithm, and the optimal analysis frequency band is selected which reflects the fault characteristic. …”
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Charging pile recommendation method for idle electric taxis based on recurrent neural network by Jian JIA, Linfeng LIU, Jiagao WU

“…A charging pile recommendation method for idle electric taxis (CPRM-IET) based on recursive neural network was proposed to recommend the optimal charging piles for idle electric taxis.Usually,the movement of each idle electric taxi depends on the subconscious movement tendency and driving habits of the driver.Therefore,it is necessary to predict the future movement based on its historical movement trajectories,so as to find the charging piles with the least extra movements.In CPRM-IET,a dual-stage attention-based recurrent neural network (DA-RNN) model was provided to predict the future trajectories of electric taxis.DA-RNN model includes two types of attention mechanisms which are input attention mechanism and temporal attention mechanism.The input attention mechanism assigns different weights to the input driving sequence at each time slot,and the temporal attention mechanism assigns weights to the hidden state of the encoder.Based on the predicted future trajectories,several charging piles with the least extra movements were selected and recommended for the idle electric taxis.The simulation results show that CPRM-IET can achieve preferable results in terms of charging extra movement and root mean square error,which reflects that CPRM-IET can accurately predict the future trajectories of idle electric taxis and recommend optimal charging piles for these electric taxis.…”
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The Interval-Valued Triangular Fuzzy Soft Set and Its Method of Dynamic Decision Making by Xiaoguo Chen, Hong Du, Yue Yang

“…The formulas of selection and decision values of different objects are given; therefore the optimal decision making is achieved according to the decision values. …”
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Study the effective factors on the industrial hardfacing for low carbon steel based on Taguchi method by Abdulrazzaq Mohammed Abdulraoof

“…In this work, St 37 low carbon steel plate with dimensions 120 × 60 × 12.5 mm3 was hardfaced with E1-UM-450 hardfacing electrode under different hardfacing conditions. Taguchi method with L9 orthogonal array was applied to study the effect of different hardfacing parameters. …”
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A Practical Method for Timetable Rescheduling in Subway Networks during the End-of-Service Period by Wenkai Xu, Peng Zhao, Liqiao Ning

“…This study proposes a biobjective optimization method for timetable rescheduling during the end-of-service period of a subway network, taking all stakeholders’ interests into consideration. …”
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Research on visual positioning method of roadheader based on infrared LED line-type target by Jicheng WAN, Xuhui ZHANG, Wenjuan YANG, Chao ZHANG, Mengyu LEI, Yuyang DU, Zheng DONG, Junhao YANG

“…The influence of different factors on positioning accuracy is analyzed by numerical simulation, and the optimal target size and error distribution at different distances are determined. …”
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The mechanism of checks and balances as a method of constitutional conflicts solving: comparative law issues by I. Tretyak

“…The paper is devoted to legal analysis of category “checks and balances” in the scope of constitutional legal coercion.The purpose of the paper is to confirm or disprove hypothesis that mechanism of checks and balances is a method of prevention and resolution of constitutional conflicts.The methodology of the study includes comparative legal method as well as general scientific methods (analysis, synthesis, description) and particular academic legal methods (for-mal-legal method, interpretation of legal acts).The main results and scope of their application. …”
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Multi-Frequency Microwave Sensing System with Frequency Selection Method for Pulverized Coal Concentration by Haoyu Tian, Feng Gao, Yuwei Meng, Xiaoyan Jia, Rongdong Yu, Zhan Wang, Zicheng Liu

“…Traditional microwave attenuation methods typically rely on a single frequency for analysis while neglecting valuable information in the frequency domain, making them susceptible to the varying sensitivity of the signal at different frequencies. …”
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Rapid estimation method of lithium battery state of health based on novel health feature by DONG Xiaohong, DONG Jinbo, WANG Mingshen, ZENG Fei, PAN Yi

“…Finally, considering different time intervals, the method uses the ordinary least squares (OLS) regression analysis method to determine the optimal time interval parameter of the lithium battery. …”
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A novel lubricating method of oil pump with self-adaptive adjustment function for transmission by Yangfeng Cao, Dazhou Liu, Peng Zhang, Hao Zhou, Shengdun Zhao

“…Futher more, the new lubrication method can reduces the gearbox temperature to different degree which is more beneficial to its life extension.…”
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A Hybrid Algorithm Based Static Model Updating Method and Its Application to Spacecraft by Jutao Wang, Zhenzhong Liu, Xiaofei Wang

“…The intelligent algorithm and direct searching method have the advantages of global and local optimization, respectively. …”
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Investigation of different electrolyte effects on micro-hole machining of scrapped wheel alloy by D. Sriram, B.D.Y. Sunil, S. Jeyakrishnan, C. Rakesh, S. Vijayakumar, Ashish Kumar, N. Rao Cheepurupalli, Lakshita Sehgal

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A Fading Suppression Method for Φ-OTDR Systems Based on Multi-Domain Multiplexing by Shuai Tong, Shaoxiong Tang, Yifan Lu, Nuo Yuan, Chi Zhang, Huanhuan Liu, Dao Zhang, Ningmu Zou, Xuping Zhang, Yixin Zhang

“…The principle of MDM is explained in detail, and an experimental system is established to test the fading noise suppression capabilities of different parameter combinations of the PDM, FDM, and SDM methods. …”
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Research on Fuzzy Decision-Making Method of Task Allocation for Ship Multiagent Collaborative Design by Jinghua Li, Yiying Wang, Boxin Yang, Qinghua Zhou, Feihui Yuan

“…Finally, through example verification and comparative analysis with the Round-Robin algorithm (RR) and the Weighted Round-Robin (WRR) algorithm, the validity, feasibility, and stability of the multidesign agent-task allocation decision-making method proposed in this paper are verified, and it is proved that the task allocation method takes the bilateral needs of the task and the design agent into account, solves the optimal allocation strategy of collaborative design tasks, and realizes the balanced allocation between the ship collaborative design task and the design agent.…”
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Photovoltaic Array Fault Diagnosis and Localization Method Based on Modulated Photocurrent and Machine Learning by Yebo Tao, Tingting Yu, Jiayi Yang

“…To address this concern, this paper proposes a fault identification and localization approach for photovoltaic arrays based on modulated photocurrent and machine learning. By irradiating different frequency-modulated light, this method separates photocurrent and directly measures the photoelectric conversion efficiency of each panel, achieving both high accuracy and localization. …”
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Hyperparameter-controlled regularized reconstruction method based on object structure and acquisition conditions in SPECT by Tomoya Minagawa, Kensuke Hori, Takeyuki Hashimoto

“…This study was conducted using numerical simulations and a real SPECT system Methods Total variation-expectation maximization (TV-EM) and modified-block sequential regularized EM (BSREM) were compared with RAREM, with the optimal hyperparameters of the two conventional reconstruction methods determined in advance from normalized root mean square error (NRMSE) results. …”
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Railway Subgrade Deformation Control of Shield Tunnel Underpassing with Pipe Roof Support Method by JIANG Jianjun, QIU Qiansheng, YANG Quan, ZHANG Yueying, JU Qing

“…The control effect of the pipe roof on the subgrade settlement varies under different circumferential layout scopes and spacing conditions. …”
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Finite Element Method Stress Analysis of Kammprofile Gasket Defects and Evaluation of the Sealing Performance by Muhammad Afiq Azmansah, Ahmad Majdi A Rani, Fudhail Abd Munir

“…A mesh size of 0.75 mm was optimal for balancing computational efficiency and accuracy. …”
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