Seminars of the Focus Area Complex Systems

Prof. Dr. C. Beta, Prof. Dr. K. Dethloff, Prof. Dr. R. Engbert, Prof. Dr. M. Holschneider, Prof. Dr. W. Huisinga, Prof. Dr. Ralf Metzler, Prof. Dr. A. Pikovsky, Prof. Dr. S. Reich, Prof. Dr. M. Rosenblum, Prof. Dr. G. Rüdiger, Prof. Dr. T. Scheffer, Prof. Dr. F. Scherbaum, Prof. Dr. J. Selbig, Prof. Dr. F. Spahn

Seminar

Speaker: Femke Vossepoel, Delft University of Technology, Netherlands

Title: On the use of the particle filter for geomechanical parameter estimation when monitoring subsidence due to hydrocarbon extraction * SFB 1294 seminar

Time: Fri, Nov 24, 2017, 10:15m

Place: bldg 28, room 0.104

Abstract:
Fluid extraction from a subsurface hydrocarbon reservoir results in compaction of the reservoir, in particular cases leading to subsidence and induced seismicity. Coupled flowgeomechanical models simulate the processes responsible for this and help to understand and mitigate the consequences. The objective of the presented work is to estimate the governing parameters of these models through assimilation of observations of surface deformation using ensemble-based assimilation methods.

Sensitivity studies evaluate the influence of the reservoir geology to the compaction of hydrocarbon producing reservoirs with a particular interest on the role of heterogeneities and the presence of faults. Starting from a simplified configuration, the complexity of the model is increased in a number of synthetic data assimilation experiments. In the more complex and non-linear simulations of fault behaviour, the use of ensemble-based particle methods is especially attractive.

The resulting data assimilation system can be used to assess the value of various sources of information and help to effectively balance the uncertain parameters in the subsurface. Ultimately, this not only provides the most likely description of the compaction-related phenomena, but also helps to better understand, predict and manage the surface effects.

Back to the seminar schedule



Past NLD Seminars (1994-2007) & (2008 ...)

Students' seminar: Theoretical Physics, PIK, Modeling & TSA Berlin-Potsdam-Colloquia: PhysGesellschaft Berlin, TU Berlin, Pro Physik, AIP, AEI, MPI-KGF, GFZ, HMI, PIK, AWI, Max Planck Institute for the History of Science, Mathematik, DPG Disputationen, & Vorschau UP

Udo Schwarz, Zentrum für Dynamik komplexer Systeme,
Universität Potsdam, Campus Golm Karl-Liebknecht-Str. 24, 14476 Potsdam, building 28, room 2.107
Phone: (+49-331) 977-1658, Fax : (+49-331) 977-1045

Email: Udo.Schwarz AT uni-potsdam.de

DFG SFB 1294

DFG Sonderforschungsbereich 1294 Data assimilation

DFG SPP 1488

DFG Schwerpunktprogramm 1488 Planetmag


News: odeint C++ library

Check out boost::odeint – our fast and flexible C++ library for integrating differential equations!