两相流流动结构多尺度复杂熵因果关系平面特征

doi:10.11949/j.issn.0438-1157.20140772

化工学报 ›› 2015, Vol. 66 ›› Issue (4): 1301-1309.DOI: 10.11949/j.issn.0438-1157.20140772

两相流流动结构多尺度复杂熵因果关系平面特征

樊春玲^1,2, 金宁德¹, 陈秀霆², 窦富祥¹, 高忠科¹

1. 天津大学电气与自动化工程学院, 天津 300072;
2. 青岛科技大学自动化与电子工程学院, 山东青岛 266042

收稿日期:2014-05-15 修回日期:2015-01-06 出版日期:2015-04-05 发布日期:2015-04-05
通讯作者: 金宁德
作者简介:樊春玲(1975-),女,博士,副教授。
基金资助:
国家自然科学基金项目(41174109,61104148);国家科技重大专项(2011ZX05020-006);山东省自然科学基金项目(ZR2012FQ023)。

Two-phase flow structure in multi-scale complexity entropy causality plane

FAN Chunling^1,2, JIN Ningde¹, CHEN Xiuting², DOU Fuxiang¹, GAO Zhongke¹

1. School of Electrical Engineering and Automation, Tianjin University, Tianjin 300072, China;
2. School of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao 266042, Shandong, China

Received:2014-05-15 Revised:2015-01-06 Online:2015-04-05 Published:2015-04-05
Supported by:
supported by the National Natural Science Foundation of China (41174109, 61104148), the National Science and Technology Major Project of the Ministry of Science and Technology of China (2011ZX05020-006) and the Natural Science Foundation of Shandong Province (ZR2012FQ023).

摘要/Abstract

摘要：

采用一种新的信息熵理论分析了气液两相流流动结构动力学特征。首先考察了典型混沌时间序列的多尺度复杂熵因果关系平面特征,然后将该方法应用于气液两相流3种典型流型(泡状流、段塞流及混状流)的电导传感器波动信号处理,结果表明单尺度复杂熵因果关系平面能够对不同流型线性识别。此外发现多尺度复杂熵因果关系平面能够描述流动结构信息随尺度增加的连续丢失过程,反映了气液两相流流动结构稳定性及复杂性,是理解两相流流动结构非线性动力学特性的一种有用分析工具。

关键词: 气液两相流, 多尺度, 流动结构, 稳定性, 复杂熵因果关系平面

Abstract:

The flow structure dynamics of gas-liquid two-phase was analyzed with a novel approach, multi-scale complexity entropy causality plane (MS-CECP), derived from the information entropy theory. Firstly, the method was used to investigate typical chaotic time series and then to process the conductance fluctuating signals of three typical gas-liquid flow patterns, i.e., bubble flow, slug flow, and churn flow. The single scale CECP could discriminate the different flow patterns linearly. Furthermore, MS-CECP could describe the continuous information loss of flow structures with the increase of scale, which reflected flow structure stability and complexity of the gas-liquid two-phase flow system. The proposed approach (MS-CECP) was proven to be a useful analysis tool for understanding the nonlinear dynamics of flow structure in two-phase flows.

Key words: gas-liquid two-phase flow, multi-scale, flow structure, stability, complexity entropy causality plane

中图分类号:

O359⁺.1

樊春玲, 金宁德, 陈秀霆, 窦富祥, 高忠科. 两相流流动结构多尺度复杂熵因果关系平面特征[J]. 化工学报, 2015, 66(4): 1301-1309.

FAN Chunling, JIN Ningde, CHEN Xiuting, DOU Fuxiang, GAO Zhongke. Two-phase flow structure in multi-scale complexity entropy causality plane[J]. CIESC Journal, 2015, 66(4): 1301-1309.

参考文献 32

[1]	Daw C S, Finney C E A, Vasudevan M, van Goor N A, Nguyen K, Bruns D D, Kostelich E J, Grebogi C, Ott E, Yorke J A. Self-organization and chaos in a fluidized bed [J]. Phys.Rev.Lett., 1995, 75 (12): 2308-2311
[2]	Franca F, Acikgoz M, Lahey R T, Clausse A. The use of fractal techniques for flow regime identification [J]. Int.J.Multiphase Flow, 1991, 17 (4): 545-552
[3]	Yuan Zhulin (袁竹林), Shen Xianglin (沈湘林), Xu Yiqian (徐益谦). Chaos study on heat transfer characteristics in a fluidized bed [J]. Science in China :Series A (中国科学:A辑), 1994, 24(9): 986-922
[4]	Wen Jianping (闻建平), Liang Lan(梁岚), Liu Mingyan(刘明言), Zhang Jinli (张金利), Hu Zongding (胡宗定). Local nonlinear characteristics of gas-liquid-solid three-phase self-aspirated reversed flow jet loop reactor [J]. Transactions of Tianjin University (天津大学学报), 1998, 4 (2): 109-113
[5]	Chen Yafei (陈亚非), Gao Xiang (高翔), Luo Zhongyang (骆仲泱), Zhou Jinsong (周劲松), Ni Mingjiang (倪明江), Cen Kefa (岑可法). The chaos research of air-solid two-phase flow transient heat transfer [J]. Proceedings of CSEE (中国电机工程学报), 1998, 18 (4): 270-274
[6]	Gu Lili (顾丽莉), Shi Yanfu (石炎福), Yu Huarui (余华瑞). Chaotic analysis of pressure fluctuation signal the gas-liquid cocurrent flow [J]. Chemical Reaction Engineering and Technology (化学反应工程与工艺), 1999, 15 (4): 428-434
[7]	Zhou Yunlong (周云龙), Shen Zengming (沈增明), Chen Tingkuan (陈听宽), Chen Xuejun (陈学俊). Lumpec parameter nonlinear analysis of steam-liquid two phase flow pressure drop oscillation in evaporator tubes [J]. Journal of Chemical Industry and Engineering (China) (化工学报), 1996, 47 (4): 500-504
[8]	Bai Bofeng (白博峰), Guo Liejin (郭烈锦), Chen Xuejun (陈学俊). Nonlinear analysis on pressure fluctuation phenomena of air-water two-phase flow [J]. Journal of Engineering Thermophysics (工程热物理学报), 2001, 22 (3): 350-362
[9]	Jin Ningde (金宁德), Wang Weiwei (王微微), Ren Yingyu (任英玉), Zhong Xingfu (钟兴福), Tian Shuxiang (田树祥). Fractal and chaotic charateristics of oil-gas-water three phase bubble flow pattren [J]. Chinese Journal of Geophysics (地球物理学报), 2001, 44 (z1): 266-274
[10]	van Ommen J R, Coppens M O, van den Bleek C M, Schouten J C.Early warning of agglomeration in fluidized beds by attractor comparison [J]. AIChE Journal, 2000, 46 (11): 2183-2197
[11]	He Limin (何利民), Zhao Qingjun (赵庆军), Chen Zhenyu (陈振瑜). A fluctuation analysis of slug velocities for two phase slug flow in a horizontal pipe [J]. Proceedings of CSEE (中国电机工程学报), 2003, 23 (12): 189-193
[12]	Zhao Guibing, Yang Yongrong. Multi-scale resolution of fluidized-bed pressure fluctuations [J]. AIChE Journal, 2003, 49 (4): 869-882
[13]	Zheng Guibo (郑桂波), Jin Ningde (金宁德). Multiscale entropy and dynamic characteristics of two-phase flow patterns [J]. Acta Phys.Sin. (物理学报), 2009, 58 (7): 4485-4492
[14]	Ruud J van Ommena, Srdjan Sasic, John van der Schaaf Stefan Gheorghiu, Filip Johnsson, Marc-Olivier Coppens. Time-series analysis of pressure fluctuations in gas-solid fluidized beds-a review [J]. Int.J.Multiphase Flow, 2011, 37 (5): 403-428
[15]	Lopez-Ruiz R, Mancini H L, Calbet X. A statistical measure of complexity [J]. Phys.Lett.A, 1995, 209: 321-326
[16]	Letzel H M, Schouten J C, Krishna R, van den Bleek C M. Characterization of regimes and regime transitions in bubble columns by chaos analysis of pressure signals [J]. Chemical Engineering Science, 1997, 52 (24): 4447-4459
[17]	Liu M Y, Hu Z D. Studies on the hydrodynamics of chaotic bubbling in a gas-liquid bubble column with a single nozzle [J]. Chemical Engineering & Technology, 2004, 27 (5): 537-547
[18]	Lin Ping (林萍), Wang Xiaoping (王晓萍), Chen Bochuan (陈伯川), Huang Yilun (黄轶伦). Character of approximate entropy and its application in the complexity measurement of gas-solid fluidized bed [J]. Journal of Chemical Engineering of Chinese Universities (高校化学工程学报), 2004, 18 (3): 281-286
[19]	Martín M T, Plastino A, Rosso O A. Statistical complexity and disequilibrium [J]. Phys.Lett.A, 2003, 311: 126-132
[20]	Lamberti P W, Martín M T, Plastino A, Rosso O A. Intensive entropic non-triviality measure [J]. Physica A, 2004, 334 (1): 119-131
[21]	Rosso O A, Larrondo H A, Martin M T, Plastino A, Fuentes M A. Distinguishing noise from chaos [J]. Phys.Rev.Lett., 2007, 99 (15): 154102-154105
[22]	Bandt C, Pompe B. Permutation entropy: a natural complexity measure for time series [J]. Phys.Rev.Lett., 2002, 88 (17): 174102-174105
[23]	Zanin M, Zunino L, Rosso O A, Papo D. Permutation entropy and its main biomedical and econophysics applications: a review [J]. Entropy, 2012, 14: 1553-1577
[24]	Zunino L, Zanin M, Tabak B M, Perez D G, Rosso O A. Complexity-entropy causality plane: a useful approach to quantify the stock market inefficiency [J]. Physica A, 2010, 389: 1891-1901
[25]	Zunino L, Tabak B M, Serinaldi F, Zanin M, Perez D G, Rosso O A. Commodity predictability analysis with a permutation information theory approach [J]. Physica A, 2011, 390 (5): 876-890
[26]	Ribeiro H V, Zunino L, Mendes R S, Lenzi E K. Complexity-entropy causality plane: a useful approach for distinguishing songs [J]. Physica A, 2012, 391 (7): 2421-2428
[27]	Kantz H, Kurths J, Meyer-Kress G. Nonlinear Analysis of Physiological Data [M]. Berlin: Springer Publishing Company, Incorporated, 2011: 252-276
[28]	Shiner J S, Davison M, Landsberg P T. Simple measure for complexity [J]. Phys.Rev.E, 1999, 59: 1459-1464
[29]	Lopez-Ruiz R, Mancini H L, Calbet X. A statistical measure of complexity [J]. Phys.Lett.A, 1995, 209: 321-326
[30]	Feldman D P, McTague C S, Crutchfield J P. The organization of intrinsic computation: complexity-entropy diagrams and the diversity of natural information processing [J]. Chaos, 2008, 18 (4): 43106-43123
[31]	Costa M, Goldberger A L, Peng C K. Multiscale entropy analysis of complex physiologic time series [J]. Phys.Rev.Lett., 2002, 89 (6): 68102-68105
[32]	Jin N D, Zhao X, Wang J, Wang Z Y, Jia X H, Chen W P. Design and geometry optimization of a conductivity probe with a vertical multiple electrode array for measuring volume fraction and axial velocity [J]. Meas.Sci.Technol., 2008, 19: 45403-45421

两相流流动结构多尺度复杂熵因果关系平面特征

Two-phase flow structure in multi-scale complexity entropy causality plane

PDF (PC)

可视化

被引次数

摘要/Abstract

引用本文

使用本文

参考文献 32

相关文章 15

编辑推荐

Metrics

本文评价

[1]	江河, 袁俊飞, 王林, 邢谷雨. 均流腔结构对微细通道内相变流动特性影响的实验研究[J]. 化工学报, 2023, 74(S1): 235-244.
[2]	袁佳琦, 刘政, 黄锐, 张乐福, 贺登辉. 泡状入流条件下旋流泵能量转换特性研究[J]. 化工学报, 2023, 74(9): 3807-3820.
[3]	孟令玎, 崇汝青, 孙菲雪, 孟子晖, 刘文芳. 改性聚乙烯膜和氧化硅固定化碳酸酐酶[J]. 化工学报, 2023, 74(8): 3472-3484.
[4]	高燕, 伍鹏, 尚超, 胡泽君, 陈晓东. 基于双流体喷嘴的磁性琼脂糖微球的制备及其蛋白吸附性能探究[J]. 化工学报, 2023, 74(8): 3457-3471.
[5]	邢雷, 苗春雨, 蒋明虎, 赵立新, 李新亚. 井下微型气液旋流分离器优化设计与性能分析[J]. 化工学报, 2023, 74(8): 3394-3406.
[6]	郑玉圆, 葛志伟, 韩翔宇, 王亮, 陈海生. 中高温钙基材料热化学储热的研究进展与展望[J]. 化工学报, 2023, 74(8): 3171-3192.
[7]	史昊鹏, 钟达文, 廉学新, 张君峰. 朝下多尺度沟槽翅片结构表面沸腾换热实验研究[J]. 化工学报, 2023, 74(7): 2880-2888.
[8]	高金明, 郭玉娇, 鄂承林, 卢春喜. 一种封闭罩内顺流多旋臂气液分离器的分离特性研究[J]. 化工学报, 2023, 74(7): 2957-2966.
[9]	毛磊, 刘冠章, 袁航, 张光亚. 可捕集CO₂的纳米碳酸酐酶粒子的高效制备及性能研究[J]. 化工学报, 2023, 74(6): 2589-2598.
[10]	江锦波, 彭新, 许文烜, 门日秀, 刘畅, 彭旭东. 泵出型螺旋槽油气密封泄漏特性及参数影响研究[J]. 化工学报, 2023, 74(6): 2538-2554.
[11]	蔡斌, 张效林, 罗倩, 党江涛, 左栗源, 刘欣梅. 导电薄膜材料的研究进展[J]. 化工学报, 2023, 74(6): 2308-2321.
[12]	李艳辉, 丁邵明, 白周央, 张一楠, 于智红, 邢利梅, 高鹏飞, 王永贞. 非常规服役超临界锅炉的微纳尺度腐蚀动力学模型建立及应用[J]. 化工学报, 2023, 74(6): 2436-2446.
[13]	刘起超, 周云龙, 陈聪. 起伏振动垂直上升管气液两相流截面含气率分析与计算[J]. 化工学报, 2023, 74(6): 2391-2403.
[14]	董鑫, 单永瑞, 刘易诺, 冯颖, 张建伟. 非牛顿流体气泡羽流涡特性数值模拟研究[J]. 化工学报, 2023, 74(5): 1950-1964.
[15]	徐文超, 孙志高, 李翠敏, 李娟, 黄海峰. 静态条件下表面活性剂E-1310对HCFC-141b水合物生成的影响[J]. 化工学报, 2023, 74(5): 2179-2185.