Generalized multi-scale dynamic inversion algorithm for electrical capacitance tomography
文献类型：期刊论文
| 作者 | Liu, S.1; Lei, J.1; Wang, X. Y.2; Liu, Q. B.2 |
| 刊名 | FLOW MEASUREMENT AND INSTRUMENTATION
 |
| 出版日期 | 2013-06-01 |
| 卷号 | 31页码:35-46 |
| 关键词 | Electrical capacitance tomography Dynamic reconstruction Wavelet analysis Homotopy method Evolutionary strategy method |
| 英文摘要 | Owing to distinct advantages such as the easy implementation, low cost, high safety and non-intrusive sensing, the electrical capacitance tomography (ECT) is considered as a promising visualization measurement technique, in which reconstructing high quality images is highly desirable for real applications. In this paper, a multi-scale dynamic reconstruction model, which simultaneously utilizes the ECT measurement information and the dynamic evolution information of a dynamic object, is presented. The original dynamic image reconstruction problem is decomposed into a sequence of inverse problems, which are solved successively from the largest scale to the original scale. A generalized objective functional that considers the ECT measurement information, the dynamic evolution information of a dynamic object, the temporal constraint and the spatial constraint is proposed. An iterative algorithm, which integrates the beneficial advantages of the evolutionary strategy (ES) algorithm and the homotopy method, is designed for solving the proposed objective functional. Numerical simulations are implemented to evaluate the feasibility of the proposed algorithm. For the cases simulated in this paper, the quality of the images reconstructed by the proposed algorithm is improved, which indicates that the proposed algorithm is successful in solving Ea inverse problems. (C) 2012 Elsevier Ltd. All rights reserved. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Engineering, Mechanical ; Instruments & Instrumentation |
| 研究领域[WOS] | Engineering ; Instruments & Instrumentation |
| 关键词[WOS] | IMAGE-RECONSTRUCTION ALGORITHM ; ILL-POSED PROBLEMS ; FLOW PATTERN ; MODEL ; ECT ; REGULARIZATION ; IDENTIFICATION ; VISUALIZATION ; OPTIMIZATION ; FUNCTIONALS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000321093700006 |
| 公开日期 | 2015-12-22 |
| 源URL | [http://ir.etp.ac.cn/handle/311046/98861]  |
| 专题 | 工程热物理研究所_中国科学院工程热物理所（论文库）_期刊论文（SCI） |
| 作者单位 | 1.North China Elect Power Univ, Minist Educ, Key Lab Condit Monitoring & Control Power Plant E, Beijing 102206, Peoples R China 2.Chinese Acad Sci, Inst Engn Thermophys, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, S.,Lei, J.,Wang, X. Y.,et al. Generalized multi-scale dynamic inversion algorithm for electrical capacitance tomography[J]. FLOW MEASUREMENT AND INSTRUMENTATION,2013,31:35-46. |
| APA | Liu, S.,Lei, J.,Wang, X. Y.,&Liu, Q. B..(2013).Generalized multi-scale dynamic inversion algorithm for electrical capacitance tomography.FLOW MEASUREMENT AND INSTRUMENTATION,31,35-46. |
| MLA | Liu, S.,et al."Generalized multi-scale dynamic inversion algorithm for electrical capacitance tomography".FLOW MEASUREMENT AND INSTRUMENTATION 31(2013):35-46. |
入库方式： OAI收割
来源：工程热物理研究所
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