公开(公告)号：EP3055501A4

公开(公告)日：2017-07-19

申请号：EP14852279

申请日：2014-10-08

申请人： BAKER HUGHES INC

发明人： DASHEVSKIY DMITRIY ,  MACPHERSON JOHN D

IPC分类号： E21B44/00 ,  E21B41/00 ,  G05B19/02 ,  G06F19/00

CPC分类号： G01M13/00 ,  E21B41/00 ,  E21B2041/0028

摘要： Systems, methods and devices for evaluating a condition of a downhole component of a drillstring. Methods include estimating a value of a tool parameter of the component at at least one selected position on the drillstring; and using the estimated value to evaluate the condition of the downhole component. The estimating is done using a trained artificial neural network that receives information from at least one sensor that is positionally offset from the selected position. The method may further include creating a record representing information from estimated values of the tool parameter at the at least one selected position over time. The at least one selected position may include a plurality of positions, such as positions at intervals along the component, including substantially continuously along the component.

摘要翻译： 用于评估钻柱井下部件状况的系统，方法和设备。 方法包括在钻柱上的至少一个选定位置处估算部件的工具参数的值; 并使用估计值来评估井下部件的状况。 估计是使用训练的人工神经网络完成的，该网络从位置偏离选定位置的至少一个传感器接收信息。 该方法可以进一步包括随时间创建表示来自至少一个选定位置处的工具参数的估计值的信息的记录。 该至少一个选定位置可以包括多个位置，诸如沿着该部件间隔的位置，包括沿该部件基本上连续的位置。

公开(公告)号：EP2334903A2

公开(公告)日：2011-06-22

申请号：EP09820319.3

申请日：2009-10-14

申请人： Schlumberger Technology B.V. ,  Schlumberger Holdings Limited ,  Services Pétroliers Schlumberger ,  Prad Research And Development Limited

发明人： ALFRED, Walter ,  DUNLOP, Jonathan ,  BELASKIE, James

IPC分类号： E21B44/00

CPC分类号： G05B13/04 ,  E21B7/04 ,  E21B41/0092 ,  E21B44/00 ,  E21B2041/0028

摘要： A changepoint detector for modeling data received from at least one sensor in a process in the hydrocarbon industry. The data is segmented into a plurality of segments and for each segment a model is assigned and the data corresponding to the segment fit to that model. A plurality of segmentations are thus provided and these segmentations ar evaluated and assigned weights indicative of the fit of the models of the segmentation t the underlying data. The segmentation models are further used to calculate a result that may be input to a process control program.

公开(公告)号：EP1625422A2

公开(公告)日：2006-02-15

申请号：EP04752937.5

申请日：2004-05-21

申请人： BAKER HUGHES INCORPORATED

发明人： KRUSPE, Thomas ,  KIESEL, Christian ,  THERN, Holger ,  SURHOLT, Iris

IPC分类号： G01V3/32

CPC分类号： E21B33/1243 ,  E21B43/26 ,  E21B49/008 ,  E21B49/06 ,  E21B49/10 ,  E21B2041/0028 ,  G01N3/32 ,  G01N15/082 ,  G01N24/081 ,  G01V3/32

摘要： An apparatus and method for determining a parameter of interest of a formation composed of carbonate rock. A nuclear magnetic resonance (NMR) sensor assembly produces a pulsed RF field designed for obtaining measurements indicative of the parameter of interest of the formation. A downhole processor processes the measurements for obtaining BVI and BVM using a cutoff time based on classification of the carbonate. Further processing is done to estimate the permeability of the carbonate.

公开(公告)号：EP1060450A4

公开(公告)日：2005-01-26

申请号：EP99908478

申请日：1999-02-25

申请人： OCONDI CHAM

发明人： OCONDI CHAM

IPC分类号： G01F1/50 ,  E21B41/00 ,  E21B43/12 ,  E21B47/00 ,  G01F1/36 ,  G01F15/06 ,  G01F15/075 ,  G06F19/00

CPC分类号： G01F1/363 ,  E21B43/12 ,  E21B47/00 ,  E21B2041/0028

摘要： This method serves as both a raw data logger (36) for well operation analysis and a well event logger for well performance analysis. An improved methodology of remote event and process variable logging and data retention designed specifically to address the needs of intermittently flowing gas wells is useful for eliminating gas slippage associated with intermittent or erratic gas flow conditions, eliminating measurement errors, and lowering operating costs. The well data (1.1, 34) can be scanned in seconds for its current flow situation, and as a set of specific conditions are met, a built-in control program reacts to those conditions by shutting down the well until certain pressure criteria are met to allow the well to flow again. To maintain measurement integrity, precise event logging (1.2) of the valve positions to indicate the actual flowing period are included in the flow integration.

公开(公告)号：EP1381921A1

公开(公告)日：2004-01-21

申请号：EP01274015.5

申请日：2001-03-21

申请人： Halliburton Energy Services, Inc.

发明人： STORM, Bruce, H., Jr. ,  SCHULTZ, Roger, L. ,  DENNIS, John, R. ,  RICHARDSON, John, M.

IPC分类号： G05B13/02 ,  E21B43/00

CPC分类号： G05B13/027 ,  E21B43/00 ,  E21B2041/0028

摘要： A method of optimizing performance of a well system utilizes a neural network. In a described embodiment, the method includes the step of accumulating data indicative of the performance of the well system in response to variable influencing parameters. The data is used to train a neural network to model an output of the well system in response to the influencing parameters. An output of the neural network may then be input to a valuing model, e.g., to permit optimization of a value of the well system. The optimization process yields a set of prospective influencing parameters which may be incorporated into the well system to maximize its value.

公开(公告)号：EP1358394A1

公开(公告)日：2003-11-05

申请号：EP02702144.3

申请日：2002-02-04

申请人： Rossi, David J. ,  Flynn, James J.

发明人： ROSSI, David, J. ,  FLYNN, James, J.

IPC分类号： E21B43/00 ,  E21B43/12

CPC分类号： E21B43/12 ,  E21B2041/0028

摘要： A method and associated apparatus continuously optimizes reservoir, well and surface network systems by using monitoring data and downhole control devices to continuously change the position of a downhole intelligent control valve (ICV) (12) until a set of characteristics associated with the 'actual' monitored data is approximately equal to, or is not significantly different than, a set of characteristics associated with 'target' data that is provided by a reservoir simulator (32). A control pulse (18) having a predetermined signature is transmitted downhole thereby changing a position of the ICV. In response, a sensor (14) generates signals representing 'actual' monitoring data. A simulator (32) which models a reservoir layer provides 'target' data. A computer apparatus (30) receives the 'actual' data and the 'target' data and, when the 'actual' data is not approximately equal to the 'target' data, the computer apparatus (30) executes a 'monitoring and control process' program code which changes the predetermined signature of the control pulse to a second and different predetermined signature. A new pulse having the second predetermined signature is transmitted downhole and the above process repeats until the 'actual' data received by the computer apparatus (30) is approximately equal to the 'target' data.

公开(公告)号：EP1217474A1

公开(公告)日：2002-06-26

申请号：EP01402991.2

申请日：2001-11-22

申请人： INSTITUT FRANCAIS DU PETROLE

发明人： Rey-Fabret, Isabelle ,  Duret, Emmanuel ,  Heintze, Eric ,  Henriot, Véronique

IPC分类号： G05B17/02

CPC分类号： G05B17/02 ,  E21B2041/0028

摘要： Méthode pour construire un module (hydrodynamique ou thermodynamique par exemple) destiné à simuler en temps réel le mode d'écoulement en tout point d'une conduite, d'une veine de fluide polyphasique comprenant au moins une phase liquide et au moins une phase gazeuse, de façon qu'il soit le mieux adapté à des conditions opératoires fixées portant sur un certain nombre de paramètres structurels et physiques définis relatifs à la conduite, et sur un ensemble de grandeurs physiques définies (grandeurs hydrodynamiques ou thermodynamiques par exemple), avec des gammes de variation fixées pour les paramètres et les grandeurs physiques.
Elle comporte l'utilisation d'un système de modélisation constitué à base de réseaux neuronaux non linéaires avec chacun des entrées pour des paramètres de structure et des grandeurs physiques, et des sorties où sont disponibles des grandeurs nécessaires à l'estimation du mode d'écoulement, et au moins une couche intermédiaire. Les réseaux neuronaux sont déterminés itérativement pour s'ajuster aux valeurs d'une base d'apprentissage avec des tables prédéfinies reliant différentes valeurs obtenues pour les données de sortie aux valeurs correspondantes des données d'entrée. On utilise une base d'apprentissage adaptée aux conditions opératoires imposées et on génère des réseaux neuronaux optimisés s'ajustant au mieux aux conditions opératoires imposées.
Applications à la modélisation d'écoulements d'hydrocarbures dans des conduites, par exemple.

摘要翻译： 采用流体动力学和/或热力学幅度。 该模块被集成到用于热力学和液力多相液体流动仿真一般模块。 该模型被用于形成一个学习基础，以便从最佳模型操作，以及用于固定的参数和幅度变化范围的物理量进行选择。 网络结果调整自己的最佳学习FORMED基地。 形成设计在多相流体流包括液体和气相的管道的任何点实时模拟的流动模式中的模块的方法。 该方法优化了相对于使用一组具有固定变化范围为参数和大小定义的物理量值的导管结构参数约束的最佳固定的操作条件。 建模系统包括与每个对结构参数和物理量值并与输出给该流模式的估计的必要大小的输入非线性神经网络基础。 该网络包括至少中间层。 该网络确定性开采迭代以便调整学习基础与链接对输出到对应于输入数据值的数据产生不同的值预先定义的表的值。 学习库是专为征收工作条件，并产生神经网络本身调整到规定的最佳操作条件。

公开(公告)号：EP1141858A2

公开(公告)日：2001-10-10

申请号：EP99960393.9

申请日：1999-11-16

申请人： Intelligent Inspection Corporation

发明人： DEGUZMAN, Neil ,  MCINTYRE, Thomas, W.

IPC分类号： G06F17/00

CPC分类号： E21B49/003 ,  E21B44/00 ,  E21B2041/0028

摘要： A control method and system (11) for managing operations at a well (10). The well operation is divided into operating phases and a set of management requirements for each operating phase are established. An associate system (13) for each discrete management requirement produces selected outputs based upon selected inputs from all the sensed dynamic variables (14) as well as selected inputs from knowledge bases (15) and models (16). Each associate (13(n)) displays real time functions depending upon the processing of any operating parameter, at the selected operating phase and discrete management requirement.

公开(公告)号：EP0883729A1

公开(公告)日：1998-12-16

申请号：EP97903441.0

申请日：1997-02-11

申请人： ABERDEEN UNIVERSITY

发明人： RODGER, Albert, Alexander

IPC分类号： E21B7 ,  E21B49 ,  E21B41

CPC分类号： E21B7/24 ,  E21B49/006 ,  E21B2041/0028

摘要： The invention provides a ground sensing system (10) comprising: sensing means (19) located, in use, on a projectile being driven through ground by means of apparatus having a self adjustment between a vibration mode and a vibro-impact mode according to encountered ground resistance, the sensing means sensing the dynamic resistance of the ground that the projectile is passing through; signal processing means for processing the output of said sensing means to provide a dynamic resistance waveform (106); and waveform recognition means (108) for correlating said dynamic resistance waveform with stored dynamic waveforms for identifying a ground characteristic. The waveform recognition means may comprise a neural network system.

公开(公告)号：EP0840141A2

公开(公告)日：1998-05-06

申请号：EP97308601.0

申请日：1997-10-28

申请人： WESTERN ATLAS INTERNATIONAL, INC.

发明人： Mezzatesta, Alberto G. ,  Jervis, Michael A. ,  Beard, David R. ,  Strack, Kurt-M. ,  Tabarovksy, Leonty A.

IPC分类号： G01V1/50 ,  G01V3/20

CPC分类号： G01V3/38 ,  E21B2041/0028 ,  G01V1/282 ,  G01V1/50 ,  G01V2210/614

摘要： A method for producing synthetic tool responses for a well logging tool for an earth formation, the method including, in one aspect, generating wellbore logging data for a particular part of an earth formation with a wellbore logging system with a wellbore logging tool, the earth formation having at least one layer, producing an input earth model of the particular part of the earth formation based on the wellbore logging data, inputting the input earth model to a trained artificial neural network, e.g. )resident in a computer, the computer with the trained artificial neural network processing the input earth model and producing synthetic tool responses for the wellbore logging tool for one point or for a plurality of points in the earth formation.

摘要翻译： 一种用于生产用于地层测井工具的合成工具响应的方法，所述方法在一个方面包括用井眼测井工具用井筒测井系统生成地层的特定部分的井筒测井数据，所述地球 形成具有至少一个层，基于井眼测井数据产生地层的特定部分的输入地球模型，将输入的地球模型输入到经过训练的人造神经网络，例如 ），具有经过训练的人造神经网络的计算机处理输入地球模型，并且为地层中的一个点或多个点产生用于井眼测井工具的合成工具响应。