Using Taguchi grey relational analysis to optimize the dimensional parameters of a Coercivity detection probe

被引:2
|
作者
Li, Yukun [1 ]
Zhao, Shuang [1 ]
Chang, Jinglong [2 ]
Hou, Hao [3 ]
Chen, Chunlai [4 ]
Cheng, Fanju [1 ]
He, Ning [1 ]
Wu, Xinlei [1 ]
机构
[1] China Univ Petr East China, Coll Pipeline & Civil Engn, Qingdao 266580, Peoples R China
[2] Natl Petr & Nat Gas Pipeline Network Grp Co Ltd, Beijing 100728, Peoples R China
[3] Natl Pipe Network Grp Southwest Pipeline Co Ltd, Chengdu 610000, Peoples R China
[4] Natl Pipeline Network Grp Beijing Pipeline Co Ltd, Hebei Oil & Gas Transportat Branch, Langfang 065000, Peoples R China
关键词
Coercivity; maxwell; parameter optimization; Taguchi grey relational analysis; FORCE;
D O I
10.1007/s12046-023-02317-7
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The dimensions and number of turns per coercivity detection probe coil can strongly affect measurement accuracy. To address this problem, Maxwell simulation software was used to build a finite element model of a coercivity probe based on electromagnetic coupling and extract the cloud chart of the magnetic induction intensity for different specimen dimensions. The effect of the specimen dimensions on the magnetic induction intensity in the specimen was analyzed. Thus, Taguchi grey relational analysis was used to optimize the dimensional parameters of a coercivity detection probe. A five-factor four-level orthogonal test was designed based on the measurement principle of a closed magnetic circuit to perform a simulation analysis of the magnetization effect for specimens with various thicknesses using 16 orthogonal protocols. Taguchi grey relational analysis was performed on the simulation results to calculate the signal-to-noise ratios (SNRs) of evaluation indicators for the magnetization effect (the measured coercivity, leakage magnetic field and to magnetization depth) determine how changing the dimensional parameters of the detection probe affected magnetization. Finally, Taguchi grey relational analysis was used to determine the optimal combination of probe dimensional parameters.
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页数:14
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