基于蚁群算法的冻结重塑黏土分数阶导数西原模型分析

姚兆明, 张秋瑾, 牛连僧

长江科学院院报 ›› 2016, Vol. 33 ›› Issue (7) : 81-86.

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长江科学院院报 ›› 2016, Vol. 33 ›› Issue (7) : 81-86. DOI: 10.11988/ckyyb.20150419
岩土工程

基于蚁群算法的冻结重塑黏土分数阶导数西原模型分析

  • 姚兆明1, 张秋瑾1, 牛连僧2
作者信息 +

Analysis of Fractional Order Derivative Nishihara Model of Frozen Remolded Clay Based on Ant Colony Algorithm

  • YAO Zhao-ming1 , ZHANG Qiu-jin1 , NIU Lian-seng2
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摘要

掌握冻结状态下岩土体的蠕变规律,对利用冻结法施工的井筒建设安全至关重要。对人工冻结重塑黏土在-5,-10,-15 ℃下进行单轴抗压强度试验,得到温度对人工冻结重塑黏土单轴抗压强度的影响规律;根据重塑黏土冻结下的单轴强度,分别进行3个加载等级的蠕变试验,得到温度、加载等级对蠕变的影响规律。将Abel黏壶引入到西原模型,建立分数阶导数西原模型;利用蚁群算法对重塑黏土冻结状态下蠕变西原模型和分数阶西原模型进行参数辨识,通过分析2种模型的模拟结果,表明分数阶西原模型更适合于计算重塑黏土冻结状态下的蠕变规律。

Abstract

It is of great significance to master the creep law of rock-soil body under frozen state for the safe shaft construction by using freezing method. We carry out uniaxial compressive strength tests for artificial freezing remolded clay at the temperature of -5℃,-10℃ , -15℃,respectively.Furthermore, we obtain the relationship between temperature and uniaxial compressive strength of artificial freezing remolded clay. According to uniaxial strength under frozen state of remolded clay, we conduct creep test with 3 loading levels and obtain the influence of temperature and loading level on creep. Furthermore, we introduce Abel dashpot into Nishihara model and establish fractional order derivative Nishihara model. Finally, by introducing ant colony algorithm into frozen remolded clay, we finish parameter identification for Nishihara creep model and fractional order derivative Nishihara model. Through analyzing simulated results in two models, we can find that fractional order derivative Nishihara model is more appropriate than creep Nishihara model in creep calculation for frozen remolded clay.

关键词

冻结重塑黏土 / 蠕变 / 蚁群算法 / 分数阶导数 / 西原模型

Key words

frozen remolded clay / creep / ant colony algorithm / fractional order derivative / Nishihara model

引用本文

导出引用
姚兆明, 张秋瑾, 牛连僧. 基于蚁群算法的冻结重塑黏土分数阶导数西原模型分析[J]. 长江科学院院报. 2016, 33(7): 81-86 https://doi.org/10.11988/ckyyb.20150419
YAO Zhao-ming , ZHANG Qiu-jin , NIU Lian-seng. Analysis of Fractional Order Derivative Nishihara Model of Frozen Remolded Clay Based on Ant Colony Algorithm[J]. Journal of Changjiang River Scientific Research Institute. 2016, 33(7): 81-86 https://doi.org/10.11988/ckyyb.20150419
中图分类号: TU443   

参考文献

[1] 王松鹤,骆亚生.黄土三轴剪切蠕变特性研究[J].岩土工程学报,2010,32(10):1633-1637.
[2] 王者超, Ron Wong, 乔丽苹.油砂的蠕变特性与本构模型研究[J].岩土工程学报,2012,34(8):1412-1423.
[3] 齐亚静,姜清辉,王志俭,等.改进西原模型的三维蠕变本构方程及其参数辨识[J].岩石力学与工程学报,2012, 31(2):347-355.
[4] 王元战,黄东旭,肖 忠.天津滨海地区两种典型软黏土蠕变特性试验研究[J]. 岩土工程学报, 2012,34(2):379-384.
[5] 高春艳,高全臣,江 斌等.朱集煤矿泥岩的流变试验与本构模型研究[J].长江科学院院报,2015,32(5):76-81.
[6] 齐吉琳,马 巍.冻土的力学性质及研究现状[J].岩土力学,2010,31(11):133-143.
[7] 殷德顺,和成亮,陈 文.岩土应变硬化指数理论及其分数阶微积分理论基础[J].岩土工程学报,2010,32(5): 762-766.
[8] 陈军浩,姚兆明,徐 颖,等.人工冻土蠕变特性粒子群分数阶导数模型[J].煤炭学报,2013,38(10):1763-1768.
[9] 姚兆明,周 洋,徐 颖,等.人工冻土遗传分数阶导数加速伯格斯蠕变模型[J].工业建筑,2013,43(11):73-76.
[10]张强勇,陈 芳,杨文东,等.大岗山坝区岩体现场剪切蠕变试验及参数反演[J].岩土力学, 2011,32(9):2584-2590, 2602.
[11]蒋海飞,胡 斌,刘 强,等.一种新的岩石黏弹塑性流变模型[J].长江科学院院报,2014,31(7):44-48.
[12]周 伟,常晓林,胡 颖,等.基于改进遗传算法的堆石体流变模型参数反馈分析[J].水力水电学报, 2007,26(3): 29-33.
[13]FENG Xia-ting, CHEN Bing-rui, YANG Cheng-xiang, et al. Identification of Visco-elastic Models for Rocks Using Genetic Programming Coupled with the Modified Particle Swarm Optimization Algorithm[J]. International Journal of Rock Mechanics & Mining Sciences, 2006, 43(3):789-801.
[14]高 玮.基于蚁群聚类算法的岩爆预测研究[J].岩土工程学报,2010,32(6):874-879.
[15]DORIGO M, GAMBARDELLA L M Ant Colonies for the Travelling Salesman Problem[J]. Biosystems, 1997, 43(2): 73-81.
[16]庄 严,白振林,许云峰.基于蚁群算法的支持向量机参数选择方法研究[J].计算机仿真,2011,28(5):216-219.

基金

国家自然科学基金项目(40972188)

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