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WEIGHTED LEAST SQUARE METHOD FOR S-N CURVE FITTING 被引量:7
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作者 吉凤贤 姚卫星 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2004年第1期53-57,共5页
An S-N curve fitting approach is proposed based on the weighted least square method, and the weights are inversely proportional to the length of mean confidence intervals of experimental data sets. The assumption coin... An S-N curve fitting approach is proposed based on the weighted least square method, and the weights are inversely proportional to the length of mean confidence intervals of experimental data sets. The assumption coincides with the physical characteristics of the fatigue life scatter. Two examples demonstrate the method. It is shown that the method has better accuracy and reasonableness compared with the usual least square method. 展开更多
关键词 fatigue test S-N curve weighted least square method confidence interval
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基于无线传感器网络的超声波明渠流量检测系统
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作者 宋志兴 方晨斌 +1 位作者 龚琳烨 赵中伟 《无线互联科技》 2012年第12期74-76,共3页
超声波明渠水量检测仪是目前在水污染检测中被采用的最多的一种手段。这里提出了一种新的以超低功耗的CPU为核心,通过利用超声波的波长及时间的向量差的曲线二乘拟合算法来实现流速及高度的计算,同时利用无线传感器网络将所获数据实时... 超声波明渠水量检测仪是目前在水污染检测中被采用的最多的一种手段。这里提出了一种新的以超低功耗的CPU为核心,通过利用超声波的波长及时间的向量差的曲线二乘拟合算法来实现流速及高度的计算,同时利用无线传感器网络将所获数据实时上传至服务器,从而达到对监测点水污染远程实时监测的系统。通过实际部署结果说明,与目前市场上通用的检测系统相比,本系统实现的算法对污水的流速和高度测量结果精确度提高了70%以上,通过由于采用无线传感网络,远程全天候的监测使得人工成本大大降低,因此具有非常好的性价比和市场效益。 展开更多
关键词 超声波明渠水量检测仪 无线传感器网络 曲线二乘拟合 远程监测
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Statistical evaluation of five failure criteria for intact salt rock 被引量:2
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作者 马林建 刘新宇 +1 位作者 方秦 马淑娜 《Journal of Central South University》 SCIE EI CAS 2011年第3期925-931,共7页
Five multiparameter empirical criteria were exclusively evaluated by comparing them with the strength data covering various stress conditions to find out which failure criterion best fits the test data and describes t... Five multiparameter empirical criteria were exclusively evaluated by comparing them with the strength data covering various stress conditions to find out which failure criterion best fits the test data and describes the mechanical behavior of the salt rock sequence (halite,bedded composite specimens and anhydrite interlayers).Full-scale comparison of all criteria for the three rock types was conducted based on five standard statistics calculated from least squares curve-fitting,which measures both the goodness of fitting and the quality of future prediction.The results indicate that all five nonlinear criteria with a basic power form are efficient in predicting the strength trend in the low tension area as well as in the high compression area of the soft rocks.The parameters obtained for the bedded rock salt are somewhat in the ones for the "pure" rocks and are even closer to those obtained for the halite.The generalized Hoek-Brown criterion is proven to perform best to two rock strength data followed by one for the Bieniawski empirical criterion,thus is the best candidate for the analysis of the salt rock.The Sheorey empirical criterion consistently achieves an intermediate performance for all the three rocks.It seems that the superiority of the poly-axial criteria (the Mogi 1967 criterion and the N-type criterion) over the former three triaxial criteria no longer exists when applied to the conventional triaxial strength data.Besides,the method of tension cut-off was proposed to solve the ambiguity problem of the two poly-axial criteria in the tension field in the plane of the major (σ1) andminor principal stress (σ3). 展开更多
关键词 salt rock sequence bedded rock salt failure criterion curve fitting
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Improved modified moving average analysis of T-wave alternans using least squares-based curve fitting method 被引量:1
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作者 Xiang-Kui Wan Kang-Hui Yan +1 位作者 Ang Li Ming-Hu Wu 《International Journal of Biomathematics》 2014年第4期173-183,共11页
T-wave alternans (TWA) in surface electrocardiograph (ECG) signal is considered a marker of abnormal ventricular function which may be associated with ventricular tachy- cardia. Several methods have been developed... T-wave alternans (TWA) in surface electrocardiograph (ECG) signal is considered a marker of abnormal ventricular function which may be associated with ventricular tachy- cardia. Several methods have been developed in recent years to evaluate the important feature. One such method is known as modified moving average (MMA) analysis, which performs well for different levels of TWA, but it is sensitive to the noise in T-waves. In this paper we propose an improved MMA algorithm, which adds a stage of T-wave curve fitting for the MMA method before intermediate averaging. The curve fitting is performed by means of least square method technique. Our assessment study demon- strates the improved performance. 展开更多
关键词 ELECTROCARDIOGRAPH T-wave alternans modified moving average least squaresmethod curve fitting.
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