基于改进DE算法的VES和瑞利波资料联合反演方法

IF 1.4 Q2 ENGINEERING, MULTIDISCIPLINARY
B. Hu, Laifu Wen, Xuemei Zhou
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引用次数: 0

摘要

摘要垂直电测深(VES)和瑞利波勘探在近地表构造勘探中得到了广泛的应用,但两者都存在局限性。本研究旨在充分利用两种方法的优势,减少单次反演的多个解,提高反演精度。在此基础上,提出了一种基于改进差分演化(DE)算法的电磁测深与瑞利波非线性联合反演方法。在DE算法的基础上,提出了一种新的初始化策略。然后,以ak型带高速层间模型和ha型带低速层间模型近地表为例,对比分析了不同方法的反演结果。然后,将该方法应用于河北承德地区的野外数据。通过钻井对地层结构进行了准确描绘和验证。综合数据和现场数据结果表明,基于改进DE算法的VES和Rayleigh波数据联合反演可以有效提高单方法反演的解释精度,在近地表工程问题中具有较强的稳定性和较大的推广能力。提出了一种基于改进DE算法的VES和Rayleigh波数据联合反演方法,提高了单方法反演的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint inversion of VES and Rayleigh wave data based on improved DE algorithm for near surface exploration
Purpose Vertical electrical sounding (VES) and Rayleigh wave exploration are widely used in the exploration of near-surface structure, but both have limitations. This study aims to make full use of the advantages of the two methods, reduce the multiple solutions of single inversion and improve the accuracy of the inversion. Thus, a nonlinear joint inversion method of VES and Rayleigh wave exploration based on improved differential evolution (DE) algorithm was proposed. Design/methodology/approach Based on the DE algorithm, a new initialization strategy was proposed. Then, taking AK-type with high-velocity interlayer model and HA-type with low-velocity interlayer model near the surface as examples, the inversion results of different methods were compared and analyzed. Then, the proposed method was applied to the field data in Chengde, Hebei Province, China. The stratum structure was accurately depicted and verified by drilling. Findings The synthetic data and field data results showed that the joint inversion of VES and Rayleigh wave data based on the improved DE algorithm can effectively improve the interpretation accuracy of the single-method inversion and had strong stability and large generalizable ability in near-surface engineering problems. Originality/value A joint inversion method of VES and Rayleigh wave data based on improved DE algorithm is proposed, which can improve the accuracy of single-method inversion.
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来源期刊
World Journal of Engineering
World Journal of Engineering ENGINEERING, MULTIDISCIPLINARY-
CiteScore
4.20
自引率
10.50%
发文量
78
期刊介绍: The main focus of the World Journal of Engineering (WJE) is on, but not limited to; Civil Engineering, Material and Mechanical Engineering, Electrical and Electronic Engineering, Geotechnical and Mining Engineering, Nanoengineering and Nanoscience The journal bridges the gap between materials science and materials engineering, and between nano-engineering and nano-science. A distinguished editorial board assists the Editor-in-Chief, Professor Sun. All papers undergo a double-blind peer review process. For a full list of the journal''s esteemed review board, please see below.
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