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作者:

Wang, Pai (Wang, Pai.) | Guo, Baolong (Guo, Baolong.) | Li, Nan (Li, Nan.)

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EI Scopus SCIE

摘要:

A multiple index optimization method for ERT sensors is put forward which combines an orthogonal design and fuzzy analysis. This method first establishes a scientific and proper fuzzy evaluation method using fuzzy mathematics to define ERT index satisfaction (ERTIS) and overall ERT index satisfaction (OERTIS) and to construct their satisfaction functions. It unifies all of ERT sensor indices into a single comparable satisfaction value. Then, the OERTIS analysis is developed which allows a set of multiple index orthogonal experiments to be transferred into a single index orthogonal experiment. Where, the uniformity index and the correlation coefficient index of the ERT sensor are set as the optimization objectives. The experiments are set up based on multi-index orthogonal design. The experimental results indicate that the method can derive an evenly distributed sensitivity field and a better image with the optimized sensors, and improve the OERTIS of the ERT sensors by 13.75%. (c) 2013 Elsevier Ltd. All rights reserved.

关键词:

Orthogonal design Electrical resistance tomography Multiple indices Sensor Optimization design Fuzzy analysis

作者机构:

  • [ 1 ] [Wang, Pai]Xian Univ Sci & Technol, Sch Elect & Control Engn, Xian 621000, Shanxi, Peoples R China
  • [ 2 ] [Wang, Pai]Xidian Univ, Inst Intelligent Control Image Engn, Xian 710071, Shanxi, Peoples R China
  • [ 3 ] [Guo, Baolong]Xidian Univ, Inst Intelligent Control Image Engn, Xian 710071, Shanxi, Peoples R China
  • [ 4 ] [Li, Nan]Xidian Univ, Inst Intelligent Control Image Engn, Xian 710071, Shanxi, Peoples R China
  • [ 5 ] [Li, Nan]Beijing Univ Technol, Sch Mech Engn & Appl Elect Technol, Beijing 100022, Peoples R China

通讯作者信息:

  • [Wang, Pai]Xian Univ Sci & Technol, Sch Elect & Control Engn, Xian 621000, Shanxi, Peoples R China

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来源 :

MEASUREMENT

ISSN: 0263-2241

年份: 2013

期: 8

卷: 46

页码: 2845-2853

5 . 6 0 0

JCR@2022

ESI学科: ENGINEERING;

JCR分区:1

中科院分区:3

被引次数:

WoS核心集被引频次: 11

SCOPUS被引频次: 15

ESI高被引论文在榜: 0 展开所有

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