简介:Utilizingdatafromcontrolledseismicsourcestoimagethesubsurfacestructuresandinvertthephysicalpropertiesofthesubsurfacemediaisamajoreffortinexplorationgeophysics.Denseseismicrecordswithhighsignal-to-noiseratio(SNR)andhighfidelityhelpsinproducinghighqualityimagingresults.Therefore,seismicdatadenoisingandmissingtracesreconstructionaresignificantforseismicdataprocessing.Traditionaldenoisingandinterpolationmethodsrarelyoccasionedrelyonnoiselevelestimations,thusrequiringheavymanualworktodealwithrecordsandtheselectionofoptimalparameters.Weproposeasimultaneousdenoisingandinterpolationmethodbasedondeeplearning.Fornoisyrecordswithmissingtraces,weadoptaniterativealternatingoptimizationstrategyandseparatetheobjectivefunctionofthedatarestoringproblemintotwosub-problems.Theseismicrecordscanbereconstructedbysolvingaleast-squareproblemandapplyingasetofpre-traineddenoisingmodelsalternativelyanditeratively.Wedemonstratethismethodwithsyntheticandfielddata.
简介:Alargenumberofdebrisflowdisasters(calledSeismicdebrisflows)wouldoccurafteranearthquake,whichcancauseagreatamountofdamage.UAVlow-altituderemotesensingtechnologyhasbecomeameansofquicklyobtainingdisasterinformationasithastheadvantageofconvenienceandtimeliness,butthespectralinformationoftheimageissoscarce,makingitdifficulttoaccuratelydetecttheinformationofearthquakedebrisflowdisasters.Basedontheaboveproblems,aseismicdebrisflowdetectionmethodbasedontransferlearning(TL)mechanismisproposed.Onthebasisoftheconstructedseismicdebrisflowdisasterdatabase,thefeaturesacquiredfromthetrainingoftheconvolutionalneuralnetwork(CNN)aretransferredtothedisasterinformationdetectionoftheseismicdebrisflow.Theautomaticdetectionofearthquakedebrisflowdisasterinformationisthencompleted,andtheresultsofobject-orientedseismicdebrisflowdisasterinformationdetectionarecomparedandanalyzedwiththedetectionresultssupportedbytransferlearning.
简介:摘要:高炉护炉一般不可避免的会造成炉况的波动甚至难行,对高炉的经济技术指标也会有不小的负面影响。唐钢 2000m高炉在维持稳定顺行可持续发展的前提下,保持了正常的经济技术指标,达到了良好的护炉效果,是对护炉优化的一次尝试。
简介:鸭儿峡M油藏具有断层发育、饱和压力低、边水极弱等特征,为了准确把握该油藏最佳注水时机,必须实时准确掌握地层压力水平。基于物质平衡原理,考虑岩石和流体的高压物性随地层压力变化,利用岩石孔隙体积和油水体积的动态变化关系,得到能够实时跟踪弹性开采阶段和注水开发阶段的地层压力计算公式,在实验准确获取岩石和流体高压物性参数后,实现地层压力计算。结果表明,采用物质平衡法计算的M油藏平均地层压力为40.5MPa,与试井解释结果仅相差0.5MPa;岩石孔隙体积缩小量与流体体积缩小量误差为2.0%,物性参数取值可靠。物质平衡法为应用生产动态资料实时准确评价封闭或弱、边底水油藏的地层压力提供了新的思路。
简介:摘要:我公司设计研发的 TPZ80/2500型节段拼装造桥机可同时架设铁路 64m简支箱梁及 80m跨连续箱梁,并成功应用于京唐铁路潮白河特大桥 2联( 48+80+48) m连续梁胶接拼装施工。本文主要阐述了造桥机总体构造设计理念及优势,采用 MIDAS/Civil软件进行造桥机整体结构计算,对关键部位进行手算,保证造桥机各项设计均满足规范要求并达到安全使用的目的。该造桥机适应能力强,自动化程度高,操作简便,工效高,安全可靠。该造桥机的设计理念及计算过程,对同类设计具有借鉴意义。
简介:[摘要 ] 本文简要介绍了烧结机烟气循环系统的工作原理及在邯钢东区 2#435M2烧结机生产过程的应用;详细阐述了 SIEMENS PLC自动控制系统的硬件架构、应用程序的开发、控制功能的应用及效果等。