Title :
Parallel Simulated Annealing Based Time-Lapse Seismic Inversion with VMware Virtual Machine Technology
Author :
Liu, Qicheng ; Zheng, Weimin ; Song, Yibin
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing
Abstract :
Parallel simulated annealing with VMware virtual machine technology is applied in the time-lapse seismic inversion in this paper. The seismic-derived estimates of reservoir properties estimates are often obtained from time-lapse impedance estimates, it is important to achieve reliable time-lapse impedance models through time-lapse data inversion. For solving time-lapse seismic reservoir monitoring more efficiently, simulated annealing is applied to the inversion technique of time-lapse seismic. The seismic data in the time-lapse seismic is extraordinary huge, so parallel simulated annealing with VMware virtual machine technology is studied; it can proceed from many points simultaneously and independently, and periodically reconcile solutions. Virtualization technology of VMW are is described and a virtualization framework using VMware for parallel time-lapse seismic inversion is considered and designed.
Keywords :
geophysical techniques; geophysics computing; hydrocarbon reservoirs; monitoring; parallel algorithms; seismology; simulated annealing; virtual machines; VMware; parallel simulated annealing algorithm; seismic reservoir monitoring; time-lapse impedance model; time-lapse seismic inversion; virtual machine technology; Computational modeling; Computer science; Containers; Impedance; Operating systems; Parallel processing; Reservoirs; Simulated annealing; Virtual machining; Virtual manufacturing;
Conference_Titel :
Computational Intelligence and Industrial Application, 2008. PACIIA '08. Pacific-Asia Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3490-9
DOI :
10.1109/PACIIA.2008.322