Journal of Jilin University(Earth Science Edition)

Previous Articles     Next Articles

Fast Imaging of 2D Magnetic Anomaly by Particle Swarm Optimization and Its Application

Zeng Qinqin, Wang Yonghua, Wu Wenxian   

  1. Chengdu Center of China Geological Survey, Chengdu610081, China
  • Received:2012-05-20 Online:2013-03-26 Published:2013-03-26

Abstract:

We divide underground medium into a certain number of grid cells and construct an exponential function that simulates the magnetic distribution at the center of the magnetic body grid, and through Particle Swarm Optimization(PSO) algorithm, the functional parameters is inversed. Then, according to the parameter of the function, the magnetization of each grid cell is computed, from which, magnetization fast imaging is carried out. Theoretical model test shows that this method not only is capable of solving a physical property distribution of a 20 × 10 grid-scale problem simplifying to a problem of solving 10 parameters of an exponential function, but also, when adding 20% random noises to anomalies of different geological models, can achieves satisfactory result with fewer adjusted parameters. Thus demonstrates the robust of the algorithm. Applying this method to the process of a field magnetic profile over the iron ore district in Palishan, Laos, a strong magnetic body with a thickness of nearly 140 m was obtained, confirmed by the drilling which reveals the cumulative maximum thickness 130.6 m of the actual orebody. This further indicates the feasibility and effectiveness of this method for practical data processing and interpretation.

Key words: particle swarm optimization(PSO), magnetization imaging, magnetic distribution model, Palishan in Laos, magnetic fields

CLC Number: 

  • P631.2
[1] Luo Xingang, Wang Wanyin, . Application of Tilt-Euler Method Based on Regularization  in Edge Depth Inversion [J]. Journal of Jilin University(Earth Science Edition), 2024, 54(2): 633-646.
[2] Zhou Cong, Tang Jingtian, Yuan Yuan, Li Guang, Xiao Xiao, Deng Juzhi. Spatial and Temporal Distribution Characteristics of Electromagnetic Fields in Strong Noise Area [J]. Journal of Jilin University(Earth Science Edition), 2020, 50(6): 1870-1886.
[3] LI Li-li, DU Xiao-juan, MA Guo-qiang. Improved Local Wavenumber Methods in the Interpretation of Magnetic Fields [J]. J4, 2012, 42(4): 1179-1185.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] Wu Yuankun, Liu Chenglin, Yu Chunyong.. Main Controlling Factors and Accumulation Mode of Deep Oil in Shuangcheng Fault Depression of Songliao Basin[J]. Journal of Jilin University(Earth Science Edition), 2024, 54(5): 1443 -1456 .
[2] Ma Rong, Shi Jiansheng, Liu Jichao. Application of Artificial Endocrine Network Model in Studying of Hydrogeology Parameter[J]. Journal of Jilin University(Earth Science Edition), 2013, 43(3): 914 -921 .
[3] Li Ning, Wang Chengwen. Formation and Evolution of Jiamusi-Mongolia Block and Contact Relationship of Late Paleozoic Strata in Northeast China and Adjacent Region[J]. Journal of Jilin University(Earth Science Edition), 2017, 47(5): 1331 -1340 .
[4] HU Da-qian, CHU Feng-you, YAO Jie. The Mineral Composition and Element Geochimestry of CoEnriched Crust from the YJA Sea Mount in the Central Pacific Ocean[J]. J4, 2006, 36(01): 32 -0037 .
[5] JIANG Xue, CHENG Ri-hui, YU Min-feng. Climate and Tectonic Controls on the Rift Stratigraphy:Analysis of Zscape Model and its Application in the BeianFaulting Depression of the Songliao Basin[J]. J4, 2006, 36(01): 54 -0059 .
[6] LI Chun-bai,ZHANG Xin-tao,LIU Li,REN Yan-guang,MENG Peng. The Thermal Fluid Activities and Their Modification on Volcaniclastic Rock in Budate Group-An Example from the Beier Sag of Hailaer Basin[J]. J4, 2006, 36(02): 221 -0226 .
[7] Meng Xiangang, Bo Wanju, Liu Zhiguang, LiuYong, Chang Liu, Li Chaozhu, Wang Ziping. Activity in the Middle East of Bayan Har Block with Lushan MS 7.0 Earthquake[J]. Journal of Jilin University(Earth Science Edition), 2014, 44(5): 1705 -1711 .
[8] Chen Huanqing, Liang Shuxian, Shu Zhirui, Deng Xiaojuan, Peng Shouchang. Characteristics of Conglomerate Reservoir Architecture of Alluvial Fan and Its Controlling Effects to Reservoir Development:Taking Alluvial Fan Reservoir in Some Area of Northwest Margin of Junggar Basin as an Example[J]. Journal of Jilin University(Earth Science Edition), 2015, 45(1): 13 -24 .
[9] JIA Dacheng, XING Lixin, PAN Jun, M. J. van Bergen, H. van Roermund. Geochemical Characteristics of the AluminumEnriched Spinels in Xenoliths from the Upper Mantle Shear Belt in Yitong,Northeastern China[J]. J4, 2006, 36(04): 497 -502 .
[10] XIE Zhong-lei, YANG Bai-ling, BAO Guo-zhang,DONG De-ming. Fractionation and Its Affecting Factors of Nickel in Tea Garden Soils[J]. J4, 2006, 36(04): 599 -604 .