Research on prediction algorithm of effluent quality and development of integrated control system for waste-water treatment by JianWun Lai

“…Abstract Research is implemented to protect the environment from an epidemic of chemical materials that could render living conditions hazardous. …”
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Research on the prediction algorithm of tread wear for locomotive wheels based on GA-ridge regression analysis by FANG Xin, LIU Tong, CHENG Yaping, SUN Yuduo, WANG Feier

“…The results indicate relatively lower prediction errors and standard deviations of errors when using the GA-ridge regression prediction algorithm. …”
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Research on Correction Method of pin-by-pin Homogenization Environmental Effect of PWR Based on Machine Learning by LI Tianya1, 2, , LUO Qi3, , YAO Dong2, HE Caiyun1, CHAI Xiaoming2, CAI Yun2, ZHANG Bin2, ZHANG Hongbo2, LIAO Hongkuan1, DUAN Yongqiang1

“…As a result, there is deviation between the pin-by-pin homogenized parameters of the real core environment and the traditional single-assembly reflective boundary condition, leading to calculation errors. To deal with the environmental effect for pin-by-pin two-step method and improve the calculation accuracy of high-fidelity numerical calculation, this paper focused on the errors of the homogenized parameters, and improving the calculation accuracy by correcting the errors of environmental effect for the homogenization parameters. …”

Research on correlation analysis and multivariate nonlinear regression modeling method for the tensile properties of mugwort petiole by Siqi Wang, Xinyu Hu, Rui Lu, Shuang Yan, Yunling Li, Daode Zhang

“…The results showed that the model had a goodness of fit of 0.725 to the experimental data, with an average absolute percentage error of 1.9%, a root mean square error of 16.3% and an average absolute error of 13.4%. …”
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Research on short-term power load forecasting based on deep reinforcement learning with multiple intelligences by Tianyun Luo, Dunlin Zhu, Jinming Liu, Sheng Yang, Jinglong He, Yuan Fu

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Research on SOC Prediction of Lithium-Ion Batteries Based on OLHS-DBO-BP Neural Network by Genbao Wang, Yejian Xue, Yafei Qiao, Chunyang Song, Qing Ming, Shuang Tian, Yonggao Xia

“…The results indicate that the proposed algorithm in this paper has an average SOC estimation error of less than 1.6% and a maximum error within 2.9%, demonstrating relatively high estimation accuracy and robustness, and it holds certain theoretical research significance.…”
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Research on Adaptive Variable Impedance Control Method Based on Adaptive Neuro-Fuzzy Inference System by Xianlun Wang, Chuanhuan Li, Dexin Cai, Yuxia Cui

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Research on Multi-VSG Parallel Control Strategy Based on Sliding Mode Active Disturbance Rejection by Fanxing Rao, Yupeng Xiang, Shuai Weng, Huimin Xiong, Xiaopin Yang, Jizheng Zhang, Cui Wang, Yunchuan Ding

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Museum Display Showcase Furniture System Research Based on Internet of Things Technology in Intelligent Environment by Jiaojiao Hu, Zhihui Wu, Lei Jin

“…The experimental data show that the error between the predicted value and measured value of the temperature system is about 3°C, which is within the allowable error range of the experiment. …”
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Research on demodulation technology of fiber Bragg grating sensor based on generalized regression neural network by XIA Xiang, LI Xianliang, PAN Hua, YAN Dong, ZHANG Xiaofeng, ZHANG Yunhui

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Research on Seismic Test and Calculation Model for Improving Factor of Composite Board with Heat Preservation Function by Shaochun Ma, Hongyuan Fang

“…Case analysis was carried out to validate the reliability and accuracy of the simplified calculation method of improvement factor. The research results indicate that the modeling difficulty and computational effort are greatly reduced, with relatively small errors. …”
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Research on the prediction of blasting fragmentation in open-pit coal mines based on KPCA-BAS-BP by Shuang Liu, Enxiang Qu, Chun LV, Xueyuan Zhang

“…The results show that the average relative error of the model is 1.77%, and the root mean square error is 1.52%. …”
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Research on Prediction model of Carotid‐Femoral Pulse Wave Velocity: Based on Machine Learning Algorithm by Minghui Chen, Jing Xiong, Moran Li, Tao Hu, Yi Zhang

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Research on channel estimation based on joint perception and deep enhancement learning in complex communication scenarios by Xin Liu, Shanghong Zhao, Yanxia Liang, Shahid Karim

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Is machine translation post-editing worth the effort? A survey of research into post-editing and effort by Maarit Koponen

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Research on the correction of enclosed line diagram limiting conditions for the selection of gear transmission modification coefficients by ZHANG Wei, HOU Xiaochen, HOU Keqing

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Research on Mathematical Model and Flank Deviation Correction of Spiral Bevel Gear by Duplex Helical Method by Longlong Geng, Jing Deng, Shaowu Nie, Xiaozhong Deng, Chuang Jiang, Zhengyang Han

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Research on Dynamic Optimization of a Critical Path Based on Stochastic Duration and the Earned Value Method by Ping Cao, Danyang Li, Zhi Cao, Dinglei Huang, Jiawei Wang

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Short-term traffic flow prediction research based on ICEEMDAN-MPE-PSO-DELM model by Xiujuan Tian, Jinyong Ding, Huanying Liu, Xue Xing, Jiaojiao Liu

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Research on satellite-ground adaptive modulation and coding techniques based on intellgent prediclion of channel state by JI Shuo, SUN Yaohua, PENG Mugen

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