Search Results - sparrow research algorithm-back propagation neural network*

Prediction of Coiled Tubing Erosion Rate Based on Sparrow Search Algorithm Back-Propagation Neural Network Model by Cao, Yinping, Fang, Fengying, Wang, Guowei, Zhu, Wenyu, Hu, Yijie

“…), and established a back-propagation neural network (BPNN) model optimized by the sparrow search algorithm (SSA…”
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Multi-objective Optimization of Single-stage High-flow Centrifugal Blower Based on Sparrow Search Algorithm-back Propagation Neural Network and Non-dominated Sorting Genetic Algorithm - by Lei, C., Zhang, J., Li, F., Wang, Z., Yang, H., Zhang, W., Wei, Y.

“…In this paper, the aerodynamic performance of the single-stage high-flow centrifugal blower is enhanced and optimized through multi-objective optimization by…”
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A new, fast, and accurate algorithm for predicting soil slope stability based on sparrow search algorithm-back propagation by Zheng, Binbin, Wang, Jiahe, Feng, Shuhu, Yang, Han, Wang, Wensong, Feng, Tingting, Hu, Tianyu

“… In this work, a back propagation (BP) neural network based on a sparrow search algorithm (SSA) is developed to predict the slope safety coefficients by using five input features, including unit weight…”
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Classification and Location of Cerebral Hemorrhage Points Based on SEM and SSA-GA-BP Neural Network by Li, Qinwei, Wang, Lunxiao, Lu, Xiaoguang, Ding, Dequan, Zhao, Yang, Wang, Jianwei, Li, Xinze, Wu, Hang, Zhang, Guang, Yu, Ming, Han, Ping

“…) neural network optimized by genetic algorithm (GA) and Sparrow Search Algorithm (SSA) is proposed. In the simulation model, the bleeding spot with a radius of 3 mm is successfully identified by the approach…”
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Prediction of the equilibrium moisture content and specific gravity of thermally modified wood via an Aquila optimization algorithm back-propagation neural network model by Chen, Yao, Wang, Wei, Li, Ning

“… Two prediction models were established based on the Aquila optimization algorithm back-propagation neural network model…”
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Adaptive temperature compensation for MoS2 humidity sensor in complex environments using ISSA-BP neural network by Li, Dapeng, Zhang, Hechu, Chen, Aobei, Dong, Xiaoyuan, Yang, Yu, Zheng, Dezhi, Na, Rui

“… To address the challenges posed by dynamic ambient temperature changes on sensor accuracy, an improved sparrow search algorithm-back propagation (ISSA-BP…”
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Research on Indoor Positioning Algorithm based on Hybrid Sparrow Algorithm Improved Back Propagation Neural Network by Yan, Xiaofeng

“… To enhance positioning accuracy, this paper presents an Hybrid Sparrow Algorithm(HSSA), which optimises the indoor positioning algorithm of Back Propagation(BP) neural network…”
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Proposing several hybrid SSA—machine learning techniques for estimating rock cuttability by conical pick with relieved cutting modes by Zhou, Jian, Dai, Yong, Huang, Shuai, Armaghani, Danial Jahed, Qiu, Yingui

“… In the paper, six machine learning (ML) algorithms (back-propagation neural network, Elman neural network, extreme learning machine, kernel extreme learning machine, random forest, support vector regression…”
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Membrane Fouling Prediction Based on Tent-SSA-BP by Ling, Guobi, Wang, Zhiwen, Shi, Yaoke, Wang, Jieying, Lu, Yanrong, Li, Long

“… (used to optimize the key parameters of the BP network). The tent sparrow search algorithm back propagation network (Tent-SSA-BP…”
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Demand Response Potential Day-Ahead Forecasting Approach Based on LSSA-BPNN Considering the Electricity-Carbon Coupling Incentive Effects by Zhang, Yiran, Ge, Xinxin, Li, Meiyi, Li, Nan, Wang, Fei, Wang, Liyong, Sun, Qinfei

“… To this end, a logistic sparrow search algorithm- back propagation neural network (LSSA-BPNN) based DR potential and carbon reduction potential forecasting model for LAs…”
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Prediction of Agricultural Carbon Emission Based on Improved BP Neural Network with Optimized Sparrow Search Algorithm by Su, Zi-Long, Yan, Wen-Liang, Li, Hui-Min, Gao, Lin-Yan, Shou, Wen-Qi, Wu, Jun

“… Subsequently, a Back Propagation （BP） neural network model was developed to predict carbon emissions, employing the GDP of the planting, animal husbandry, and fishery sectors as input variables…”
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Study on Self-tuning of Robot Parameters for EMC Vehicle Steering Test by Liu, Xuan, Xing, Yuzhe, Liu, Yuqing, Wan, Yuan

“…-precision requirements of such tests. In this study, a novel fuzzy PID parameter self-tuning method is proposed, leveraging a Sparrow Search Algorithm-Back Propagation (SSA-BP) neural network…”
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Optimization allocation strategy of agricultural production resources based on SSA-BP algorithm by Wang, Chuang

“… The research proposes a hybrid optimization model based on Sparrow Search Algorithm (SSA) and Back-propagation Neural Network (BP…”
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Enhanced EV Spatial Distribution Estimation for Grid Planning using Neural Architecture Search-Guided Physics-Informed Neural Network and Pufferfish Optimization Algorithm by Ramkumar, M. Siva, Sivaramkrishnan, M., M, Arun, S, Yashashwini, Al Jawad, Osama Jamal Jamil Abed, Chadge, Rajkumar

“… The utility grid management system will optimize energy utilization while balancing network capacity and develop new infrastructure components which reduce the electrical grid stress during EV integration increases…”
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Water quality retrieval of Yunlong Lake based on SSA-BP-SVM model by Ren, Zhongjie

“… Here, a coupled model using Sparrow Search Algorithm (SSA) to optimize BP neural network and SVM is proposed to retrieve water quality parameters of conductivity…”
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A Day-ahead Demand Response Potential Forecasting Approach Based on LSSA-BPNN Considering the Electricity-carbon Coupling Incentive Effects by Wang, Liyong, Sun, Qinfei, Li, Meiyi, Ge, Xinxin, Wang, Fei

“… To this end, A logistic sparrow search algorithm-back propagation neural network (LSSA-BPNN) based DR potential forecasting model for LAs in a low-carbon operation mode…”
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Building the Oolong Tea Grade Judgement Model Based on Interior Quality Parameters by Cuiling LIU, Dong QIN, Caijin LING, Liyang GAO, Qiaoyi ZHOU, Xiaorong SUN, Jingzhu WU, Jiarui ZAN

“… in combination with support vector machine algorithm. Meanwhile, by combining hyperspectral technology with chemometrics, this paper built the quantitative forecast model of particle swarm optimization back propagation neural network (PSO-BP…”
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基于SSA-BP近似模型的湿式制动器带排转矩参数CSO智能优化 by 李杰, 王帅, 兰海, 王志勇

“…针对湿式制动器在非制动工况下功率损失的工程问题,考虑摩擦副间隙内部的润滑油对摩擦副带排转矩的影响,运用麻雀搜索算法-反向传播(Sparrow Search Algorithm-Back Propagation,SSA-BP)神经网络的强大非线性拟合能力,以制动器空载工况为输入量、带排转矩为输出量,建立了湿式制动器近似模型;与传统的BP模型对比,该模型预测精度明显提高,更能满足实际工程的需要;同时,为获取最小带排转矩,采用鸡群优化…”
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Research on the Influence of Composite Modification Design on Tooth Surface Wear of Transmission Gears by Bai Xiaoning, Li Yonghua, Wang Denglong, Zhang Dongxu

“…) improved by the Sine chaotic mapping is used to optimize the back propagation (BP) neural network, and the accuracy of Sine-SSA-BP is verified by comparing it with the…”
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基于ISSA-ELM模型的温室环境参数预测研究 by 王瑶, 张孟航, 王伟, 王进

“…TK01; 温室环境系统具有非线性、多变量和强耦合的特点,传统的温室模型难以预测其真实环境.采用极限学习机、BP神经网络和支持向量机三种模型对温室温度、湿度和光照强度进行了…”
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