Results 11 to 20 of about 432 (121)
Soft-sensor modeling of silicon content in hot metal based on sparse robust LS-SVR and multi-objective optimization [PDF]
, 2016 To solve the problem that the parameter of silicon content ([Si]) in hot mental is difficult to be directly detected and obtained by manual analysis with large time delay, a method of sparse and robust least squares support vector regression (R-S-LS-SVR)
GUO Dong-wei, ZHOU Ping
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Zhejiang Daxue xuebao. Lixue ban, 2016 为在方案设计初期与工程造价相关信息很少的条件下，准确快速地预测住宅工程造价，在分析既往相关理论和方法优劣的基础上，选取支持向量机构建住宅工程造价预测模型，并通过主成分分析对原始数据进行降噪处理.选取住宅工程造价预测指标集与样本，对输入指标的数据进行主成分分析，消除指标相关性的同时对原始数据降维，将处理后的数据分别导入到“标准支持向量机”和“最小二乘支持向量机”模型中进行训练和预测，并对预测结果进行对比分析，选取较为合理的预测模型，通过参数寻优进一步优化预测效果.所构建预测模型的相对误差均控制在±7%以内，
QINZhongfu(秦中伏) +3 more
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Non destructive detection of kiwifruit sugar content based on improved WOA-LSSVM and hyperspectral analysis [PDF]
Objective: Addressing the issues of poor accuracy and low efficiency in non-destructive testing methods for kiwifruit sugar content. Methods: Proposing a non-destructive testing method for kiwifruit sugar content that combined hyperspectral detection ...
LI Rulin +3 more
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Time series data aggregation algorithm with synchronous prediction for WBAN [PDF]
, 2015 Due to the nonlinearity and nonstationarity of the physiological data sensed by WBAN,data aggregation cannot be effectively achieved according to the time-domain trend of data.Therefore,a novel time series data aggregation algorithm with synchronous ...
Da-peng WU, Mei-ling ZHAI, Ru-yan WANG
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Rapid detection method for pork freshness using fusion spectroscopy and improved BAS-LSSVM [PDF]
ObjectiveTo realize accurate, rapid, and non-destructive testing of meat freshness.MethodsExtracting spectral feature information based on a spectral acquisition system, proposed a fast non-destructive detection method for meat freshness (TVB-N) by ...
REN Xiaozhen, WANG Yao
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Dianci bileiqi, 2022 通过输电线路接地网腐蚀试验获得44样本数据,对样本数据进行主成分分析,根据计算结果确定pH值、Cl-含量和NO3-含水量为输电线路接地网腐蚀预测模型的输入量。针对狼群算法存在的缺陷,对探狼游走行为和猛狼运动步长进行改进,得到改进狼群算法。利用改进狼群算法对最小二乘支持向量机进行优化,建立基于IWPA-LSSVM的输电线路接地网腐蚀预测模型。采用IWPA-LSSVM预测模型对线路接地网腐蚀程度进行预测,结果表明,IWPA-LSSVM预测模型的平均相对误差、全局最大相对误差和均方根误差分别为3.47%、4 ...
林肖斐 +4 more
doaj
Evolutionary algorithms in dynamic environments [PDF]
, 2006 The file attached to this record is the author's final peer reviewed version.Evolutionary algorithms (EAs) are widely and often used for solving stationary optimization problems where the fitness landscape or objective function does not change during the
Wang, Dingwei +2 more
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Research on Compensation Technology of Pressure Sensor Based on Machine Learning and Intelligent Optimization Algorithm [PDF]
, 2017 微机电系统（MicroElectroMechanicalSystem，MEMS）拥有功耗低、灵敏度高、体积小、制造标准化程度高以及性价比高等突出优势，基于MEMS制造工艺的压阻式压力传感器被广泛应用于汽车、航空、石油石化及消费电子的压力测量环节。伴随社会工业化水平的不断发展，对相应工业过程的压力测量性能也日趋严格。环境温度和静压压力作为全面影响高精度MEMS压力传感器整体测量特性的两个关键因素，已然成为压阻式压力传感器在高精度测量领域更进一步的瓶颈。 针对上述问题 ...
李冀
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基于ILPSO-LSSVM的GIS设备隔离开关机械异响振动识别方法研究
Gaoya dianqi, 2023 隔离开关正常运行对保证气体绝缘开关GIS(gas insulated equipment)设备安全极为重要。文中针对GIS设备隔离开关机械异响振动识别方法开展研究，采用真型GIS设备平台模拟了隔离开关触头接触不良的5个典型状态：正常接触（148μΩ）、轻微接触不良（221、298μΩ）、严重接触不良（433、550μΩ），检测并分析了GIS设备隔离开关机械振动特性，发现GIS设备正常振动的主频率为100 Hz，振动幅值随电流增大而增大；当隔离开关存在接触不良缺陷时，振动频谱100 Hz振动分量幅值增加 ...
王旭鹏 +5 more
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Research of Underwater Acoustic Communication Signal Modulation Recognition and Its Implementation [PDF]
, 2016 随着海洋开发、海洋权益维护、国防安全等领域信息获取和处理需求的不断提升，对水声通信信号的调制样式的自动识别研究成为重要的研究课题。然而目前无线领域常用的通信信号(BPSK，QPSK，MFSK，OFDM)的调制识别方法往往需要较多的调制参数作为先验知识（如精确载波频率、初始相位、符号速率）。由于水声信道的随机时-空-频变、窄带高噪、多途效应及多普勒频移等特性，使得上述这些先验知识在水声信号调制方式未知的情况下很难得到，因此，非合作水声通信信号的自动识别极具挑战性。 信号频谱是对信号在频域方面的一种描述 ...
江伟华
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