物探与化探
物探與化探
물탐여화탐
GEOPHYSICAL AND GEOCHEMICAL EXPLORATION
2014年
4期
717-722
,共6页
谢兴隆%孙晟%王彦春%任政委%李晶晶
謝興隆%孫晟%王彥春%任政委%李晶晶
사흥륭%손성%왕언춘%임정위%리정정
集总模态分解%固有模态函数%希尔伯特变换%瞬时属性%砂砾岩
集總模態分解%固有模態函數%希爾伯特變換%瞬時屬性%砂礫巖
집총모태분해%고유모태함수%희이백특변환%순시속성%사력암
ensemble empirical mode decomposition%intrinsic mode function%Hilbert transform%instantaneous attributes%glutenite
集总模态分解( EEMD)是经验模态分解( EMD)的一种改进算法,它克服了EMD中的模态混叠现象并可以有效抑制干扰信号。文中对EEMD方法进行理论试算,证实了其方法的改进效果及抗干扰能力,然后使用EEMD方法处理了中国东部某区块的砂砾岩地震资料,得到了不同频率的固有模态函数( IMF)分量;结合地质情况,找出了对砂砾岩敏感程度较高的IMF分量,并使用Hilbert变换计算出瞬时属性。将计算出的IMF瞬时频率与原始数据的瞬时频率对比得出前者对流体界面变化的识别能力高于后者。
集總模態分解( EEMD)是經驗模態分解( EMD)的一種改進算法,它剋服瞭EMD中的模態混疊現象併可以有效抑製榦擾信號。文中對EEMD方法進行理論試算,證實瞭其方法的改進效果及抗榦擾能力,然後使用EEMD方法處理瞭中國東部某區塊的砂礫巖地震資料,得到瞭不同頻率的固有模態函數( IMF)分量;結閤地質情況,找齣瞭對砂礫巖敏感程度較高的IMF分量,併使用Hilbert變換計算齣瞬時屬性。將計算齣的IMF瞬時頻率與原始數據的瞬時頻率對比得齣前者對流體界麵變化的識彆能力高于後者。
집총모태분해( EEMD)시경험모태분해( EMD)적일충개진산법,타극복료EMD중적모태혼첩현상병가이유효억제간우신호。문중대EEMD방법진행이론시산,증실료기방법적개진효과급항간우능력,연후사용EEMD방법처리료중국동부모구괴적사력암지진자료,득도료불동빈솔적고유모태함수( IMF)분량;결합지질정황,조출료대사력암민감정도교고적IMF분량,병사용Hilbert변환계산출순시속성。장계산출적IMF순시빈솔여원시수거적순시빈솔대비득출전자대류체계면변화적식별능력고우후자。
As an improved algorithm of empirical mode decomposition ( EMD) , ensemble empirical mode decomposition ( EEMD) can suppress the mode mixing effect existing in EMD and restrain interfering noise in available signal. The improvement effect and anti-jam capability were proved through theoretical tests in this paper. The seismic data from a block in eastern China was decomposed by using EEMD, and the result contained intrinsic mode functions ( IMF) with different frequencies, the IMF most sensitive to glutenite was found combined with geological conditions, and the instantaneous attributes of the IMF were calculated by using Hilbert transform. A comparison of the instantaneous frequency of the IMF with that of the raw data shows that the former is more sensitive to fluid interface than the latter.