TY - JOUR
T1 - Multi-rate time stepping schemes for hydro-geomechanical model for subsurface methane hydrate reservoirs
AU - Gupta, Shubhangi
AU - Wohlmuth, Barbara
AU - Helmig, Rainer
N1 - Publisher Copyright:
© 2016 Elsevier Ltd.
PY - 2016/5/1
Y1 - 2016/5/1
N2 - We present an extrapolation-based semi-implicit multi-rate time stepping (MRT) scheme and a compound-fast MRT scheme for a naturally partitioned, multi-time-scale hydro-geomechanical hydrate reservoir model. We evaluate the performance of the two MRT methods compared to an iteratively coupled solution scheme and discuss their advantages and disadvantages. The performance of the two MRT methods is evaluated in terms of speed-up and accuracy by comparison to an iteratively coupled solution scheme. We observe that the extrapolation-based semi-implicit method gives a higher speed-up but is strongly dependent on the relative time scales of the latent (slow) and active (fast) components. On the other hand, the compound-fast method is more robust and less sensitive to the relative time scales, but gives lower speed up as compared to the semi-implicit method, especially when the relative time scales of the active and latent components are comparable.
AB - We present an extrapolation-based semi-implicit multi-rate time stepping (MRT) scheme and a compound-fast MRT scheme for a naturally partitioned, multi-time-scale hydro-geomechanical hydrate reservoir model. We evaluate the performance of the two MRT methods compared to an iteratively coupled solution scheme and discuss their advantages and disadvantages. The performance of the two MRT methods is evaluated in terms of speed-up and accuracy by comparison to an iteratively coupled solution scheme. We observe that the extrapolation-based semi-implicit method gives a higher speed-up but is strongly dependent on the relative time scales of the latent (slow) and active (fast) components. On the other hand, the compound-fast method is more robust and less sensitive to the relative time scales, but gives lower speed up as compared to the semi-implicit method, especially when the relative time scales of the active and latent components are comparable.
KW - Compound-fast multi-rate method
KW - Differential Algebraic Equations (DAE)
KW - Hydro-geomechanical model
KW - Methane hydrate reservoir
KW - Multi-rate time stepping
KW - Semi-implicit multi-rate method
UR - http://www.scopus.com/inward/record.url?scp=84961634167&partnerID=8YFLogxK
U2 - 10.1016/j.advwatres.2016.02.013
DO - 10.1016/j.advwatres.2016.02.013
M3 - Article
AN - SCOPUS:84961634167
SN - 0309-1708
VL - 91
SP - 78
EP - 87
JO - Advances in Water Resources
JF - Advances in Water Resources
ER -