Sensitivity of reaction–diffusion manifolds (REDIM) method with respect to the gradient estimate. Issue 3 (16th April 2022)

• Record Type: Journal Article
• Authors: Yu, Chunkan; Maas, Ulrich
• Is Part Of: Combustion theory and modelling. Volume 26:Issue 3(2022)
• Page Start: 482
• Page End: 512
• Publication Date: 2022-04-16
• Subjects: reaction–diffusion manifold -- tabulated chemistry -- sensitivity analysis -- model reduction; Combustion -- Mathematical models -- Periodicals; 541.361
• DOI: 10.1080/13647830.2022.2030494
• Languages: English
• ISSNs: 1364-7830

Abstract

Abstract : In this work, a mathematical formulation for the calculation of the sensitivity of manifold-based simplified chemistry with respect to the scalar gradient is derived. This methodology allows to answer how important the scalar gradient is for the Reaction–Diffusion Manifolds (REDIM) reduced chemistry and how sensitive the reduced scheme is with respect to the gradient estimate. Based on the governing REDIM evolution equation, the sensitivity equation is derived in form of a linear in-homogeneous partial differential equation system of second order with non-constant coefficients. Some examples including simple reaction systems and real combustion systems are shown to validate the approach. Moreover, the developed sensitivity analysis can also be used in other manifold-based methods.