A novel high level canonical piecewise linear model based on the simplicial partition and its application

2014 ◽  
Vol 53 (5) ◽  
pp. 1420-1426 ◽  
Author(s):  
Xiaoyong Gao ◽  
Yongheng Jiang ◽  
Dexian Huang ◽  
Zhihua Xiong
Keyword(s):  
Linear Model ◽  
Piecewise Linear ◽  
Model Based ◽  
Simplicial Partition ◽  
Piecewise Linear Model ◽  
High Level

Smoothing the High Level Canonical Piecewise-Linear Model by an Exponential Approximation of its Basis-Function

2016 ◽  
Vol 20 (2) ◽  
Author(s):  
Victor M. Jimenez-Fernandez ◽  
Maribel Jimenez-Fernandez ◽  
Hector Vazquez-Leal ◽  
Uriel A. Filobello-Nino ◽  
Francisco J. Castro-Gonzalez
Keyword(s):  
Linear Model ◽  
Basis Function ◽  
Piecewise Linear ◽  
Exponential Approximation ◽  
Piecewise Linear Model ◽  
High Level

scholarly journals Piecewise linear model of self-organized hierarchy formation

2020 ◽  
Vol 102 (3) ◽  
Author(s):  
Tomoshige Miyaguchi ◽  
Takamasa Miki ◽  
Ryota Hamada
Keyword(s):  
Linear Model ◽  
Piecewise Linear ◽  
Self Organized ◽  
Piecewise Linear Model ◽  
Hierarchy Formation

scholarly journals Effect of Mean Stress on the Fatigue Life Prediction of Notched Fiber-Reinforced 2060 Al-Li Alloy Laminates under Spectrum Loading

2018 ◽  
Vol 2018 ◽  
pp. 1-16
Author(s):  
Weiying Meng ◽  
Liyang Xie ◽  
Yu Zhang ◽  
Yawen Wang ◽  
Xiaofang Sun ◽  
...  
Keyword(s):  
Fatigue Life ◽  
Linear Model ◽  
Life Prediction ◽  
Piecewise Linear ◽  
Forecast Accuracy ◽  
Cyclic Stress ◽  
Fatigue Life Prediction ◽  
Fiber Reinforced ◽  
Piecewise Linear Model ◽  
Spectrum Loading

This paper presents a study on the fatigue life prediction of notched fiber-reinforced 2060 Al-Li alloy laminates under spectrum loading by applying the constant life diagram. Firstly, a review on the state of the art of constant life diagram models for the life prediction of composite materials is given, which highlights the effect on the forecast accuracy. Then, the fatigue life of notched fiber-reinforced Al-Li alloy laminates (2/1 laminates and 3/2 laminates) is tested under cyclic stress, which has different stress cycle characteristics (constant amplitude loading and Mini-Twist spectrum loading). The introduced models are successfully realized based on the available experimental data of examined laminates. In the case of Mini-Twist spectrum loading, the effect of the constant life diagram on the life prediction accuracy of examined laminates is studied based on the rainflow-counting method and Miner damage criteria. The results show that the simple Goodman model and piecewise linear model have certain advantages compared to other complex models for the life prediction of notched fiber metal laminates with different structures under Mini-Twist loading. From the engineering perspective, the S-N curve prediction based on the piecewise linear model is most applicable and accurate among all the models.

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