Search Results - "The PSO − BP algorithm"

Predicting interfacial bonding performance of CRTS III slab ballastless track structure via interfacial defects using the PSO-BP algorithm by Jiang, Wei, Lei, Bin, Wang, En, Ni, Yi-Qing, Chen, Zhengwei, Ding, Siqi, Peng, Yiming, Long, Guangcheng

“…The judgment of interfacial bonding performance of the CRTS III slab ballastless track structure in the existing technical standard was mainly an empirical…”
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Retraction Note: Combinatorial optimization analysis of the production process of C4 olefins from ethanol based on the PSO–BP algorithm by He, Ze-Hua

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RETRACTED ARTICLE: Combinatorial optimization analysis of the production process of C4 olefins from ethanol based on the PSO–BP algorithm by He, Ze-Hua

“…The main objective of this study was to optimize the design of a production process for the preparation of C4 olefins from ethanol. Firstly, the data were…”
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Experimental study on DEM parameters calibration for organic fertilizer by the particle swarm optimization − backpropagation neural networks by Zeng, Fandi, Liu, Limin, Liu, Yinzeng, Bai, Hongbin, Li, Chunxiao, Zhao, Zhihuan

“…In order to calibrate the properties of the organic fertilizer particles, this work employs an integrated strategy that combines simulations, machine vision…”
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Research on Cantilever Beam Roller Tension Sensor Based on Surface Acoustic Wave by Feng, Yang, Zhang, Bingkun, Chen, Yang, Wang, Ben, Xia, Hua, Yu, Haoda, Yu, Xulehan, Yang, Pengfei

“…This paper presents a design method for a continuous tension detection sensor based on a cantilever beam structure and compensates for the temperature drift of…”
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A static load position identification method for optical fiber-composite structures based on particle swarm optimization- back Propagation neural network algorithm by Shen, LB, Tian, LP

“…) neural network algorithm is proposed. Based on the 2 × 2 optical fibers-composite structures, the PSO-BP algorithm is used to establish a nonlinear mapping between the fiber output intensity and the position…”
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Cloud inversion analysis of surrounding rock parameters for underground powerhouse based on PSO-BP optimized neural network and web technology by Qu, Long, Xie, Hong-Qiang, Pei, Jian-Liang, Li, You-Gen, Wu, Jia-Ming, Feng, Gan, Xiao, Ming-Li

“… safety monitoring based on the PSO-BP algorithm. The program could conveniently, quickly, and intelligently carry out numerical analysis of underground engineering and dynamic feedback analysis of surrounding rock parameters…”
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Performance evaluation of highway pavement based on particle swarm optimization by DUAN Meidong, CHEN Zheng, WANG Lin, WAN Yingying, LIU Zhaohui, ZHAO Quanman

“…), referred to as the PSO-BP algorithm, is proposed. The results show that the PSO-BP algorithm achieves the prediction accuracy of 99.7…”
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Back analysis and stability prediction of surrounding rock during excavation of the Shuangjiangkou underground powerhouse by Li, You, Xiao, Ming-Li, Feng, Gan, Cai, Ming-Guang, Wu, Jia-Ming, Pei, Jian-Liang, He, Jiang-Da

“… Based on the monitoring data, the elastic modulus, Poisson’s ratio, friction angle, and cohesion of surrounding rock were inversely analyzed by the PSO-BP algorithm…”
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A bionic piezoelectric tactile sensor for features recognition of object surface based on machine learning by Xin, Yi, Cui, Meng, Liu, Chenyang, Hou, Tianyuan, Liu, Lishuang, Qian, Chenghui, Yan, Youyu

“…Based on the tactile mechanism of human fingertips, a bionic tactile sensor fabricated from polyvinylidene fluoride piezoelectric film is proposed, which can…”
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Settlement monitoring and prediction using network model and time-series InSAR in large-scale land creation areas: A case study of yan’an New Area, China by Bi, Lingyu, Sun, Chengzhi, Wu, Xinying, Qiao, Shen, Li, Zihao, Li, Hongzhou

“… in Yan’an New Area and monitor their time-series deformation.•3.The PSO-BP algorithm was utilized to accurately predict the deformation trend of the slopes using the PSO…”
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An improved method of applying PSO-BP to optimize PAT energy efficiency based on entropy production theory by Xu, Wentao, Cheng, Li, Cui, Yuna, Yan, Hongqin, Jiang, Hongying, Jiao, Weixuan

“…•Combining CFD and experimental methods enhances optimization efficiency.•The PSO-BP algorithm improved with entropy production theory (EP…”
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Inversion of winter wheat canopy chlorophyll content using angle-insensitive UAV-based spectral indices by Ye, Sumeng, Zhang, Zhitao, Chen, Junying, Chen, Haiying, Zhang, Bei, Bai, Xuqian, Yang, Ning, Du, Ruiqi, Yang, Xiaofei, Xu, Qi, Qian, Long, Chen, Yinwen, Zhang, Siying

“…•The angle at hotspot demonstrated the highest accuracy for CCC estimation.•The PSO-BP algorithm has better results in the multi-angle study of monitoring CCC…”
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Prediction of synchronous closing time of permanent magnetic actuator for vacuum circuit breaker based on PSO-BP by Hou, Chunguang, Yu, Xiao, Cao, Yundong, Lai, Changxue, Cao, Yuchen

“… Through calculation and analysis, the PSO-BP algorithm is more accurate than BP neural network in the prediction accuracy, which controls the error within 0.2…”
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Research on the HHO improved BP neural network fault prediction algorithm for distribution networks based on weather factors by Xu, Yan, Dai, Zikuo, Zhao, Yi, Zhao, Chenxing, Li, Ming

“…Weather factors have a substantial impact on the operation and maintenance of the distribution network, but the current system fault prediction platform mainly…”
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Research on Forest Carbon Sequestration Based on FSC Model and DeepAR Algorithm by Xu, Yin-di

“…Forestry resources play an irreplaceable role in solving the problem of climate change. Forest managers to find a balance between carbon sinks and forest…”
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Passive Localization Algorithm for Remote Multitarget Localization Information by Niu, Gang, Gao, Jie, Du, Taihang

“…The development of wireless communication has led to the wide application of passive localization. Although passive localization has strong antijamming and…”
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Prediction and optimization of hobbing gear geometric deviations by Sun, Shouli, Wang, Shilong, Wang, Yawen, Lim, Teik C., Yang, Yong

“…•The PSO-BP algorithm is improved by considering flexible inertia weights.•The improved PSO-BP algorithm is applied to predict the gear geometric errors accurately…”
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Research on remaining service life prediction of platform screen doors system based on genetic algorithm to optimise BP neural network by Ling, Xiang, Liu, Suping, Liu, Qin, Wei, Qianzhou, Zhang, Yu, Shi, Zihong

“…The platform screen door system related to the safety of passengers, vehicle and station operation in rail transit is the research object. Relay, the key…”
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Research on the Prediction of Health Status of the Container Gantry Crane Energy Systems by Jia, Hongxia, Liu, Haiwei, Yang, Yang

“… A LS-SVM model was established for predicting the remaining capacity of batteries, with the PSO-BP algorithm optimizing the parameters in the LS-SVM model…”
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