A hybrid kinetic mechanism reduction scheme based on the on-the-fly reduction and quasi-steady-state approximation

被引:13
|
作者
Zhang, Shuliang [1 ]
Androulakis, Ioannis P. [1 ]
Ierapetritou, Marianthi G. [1 ]
机构
[1] Rutgers State Univ, Dept Chem & Biochem Engn, Piscataway, NJ 08854 USA
关键词
Hybrid reduction; Quasi-steady-state approximation (QSSA); Combustion; Kinetics; Model reduction; Simulation; DYNAMIC ADAPTIVE CHEMISTRY; DETAILED MECHANISM; METHANE OXIDATION; REACTIVE FLOW; COMBUSTION; ERROR; TABULATION; SURROGATE; IGNITION; CSP;
D O I
10.1016/j.ces.2013.01.066
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
A hybrid kinetic mechanism reduction approach combining global reduction and dynamic reduction methods is proposed in the present work. The approach is based on the dynamic flux-based on-the-fly reduction and the globally applied quasi-steady-state approximation (QSSA). Globally identified quasisteady-state (QSS) species are separated from the kinetic ODEs and described by a set of nonlinear algebraic equations. Then the dynamic element flux analysis in the on-the-fly reduction is integrated to determine the active non-QSS species at each time step of the computation. The proposed hybrid reduction procedure reduces the number of species involved in the transport calculation, while still maintaining efficient chemistry calculation. The computational framework of the proposed methodology is demonstrated in a PER model as well as a two-dimensional engine CFD model with detailed methane mechanism and several optimally selected QSS species sets. The ignition timing is accurately predicted under various reaction conditions compared to that from simulations using the detailed mechanism. Also, the temperature, pressure, and species concentration profiles captured with hybrid reduction scheme are in excellent agreement with the results in the detailed mechanism calculations. Satisfactory performance of the hybrid reduction scheme is achieved in predicting important characteristics of fuel combustion process. The hybrid kinetic mechanism reduction scheme is a promising approach to address combustion problems in complex reactive flow environment, especially for enabling the computational simulations of transport-intensive applications. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:150 / 162
页数:13
相关论文
共 18 条
  • [1] Model reduction by extended quasi-steady-state approximation
    Klaus R. Schneider
    Thomas Wilhelm
    Journal of Mathematical Biology, 2000, 40 : 443 - 450
  • [2] On-the-fly reduction of kinetic mechanisms using element flux analysis
    He, Kaiyuan
    Androulakis, Ioannis P.
    Ierapetritou, Marianthi G.
    CHEMICAL ENGINEERING SCIENCE, 2010, 65 (03) : 1173 - 1184
  • [3] Integration of On-The-Fly Kinetic Reduction with Multidimensional CFD
    He, Kaiyuan
    Ierapetritou, Marianthi G.
    Androulakis, Ioannis P.
    AICHE JOURNAL, 2010, 56 (05) : 1305 - 1314
  • [4] Comparison of Biodiesel Performance Based on HCCI Engine Simulation Using Detailed Mechanism with On-the-fly Reduction
    Zhang, Shuliang
    Broadbelt, Linda J.
    Androulakis, Ioannis P.
    Ierapetritou, Marianthi G.
    ENERGY & FUELS, 2012, 26 (02) : 976 - 983
  • [5] On the quasi-steady-state approximation in an open Michaelis-Menten reaction mechanism
    Eilertsen, Justin
    Roussel, Marc R.
    Schnell, Santiago
    Walcher, Sebastian
    AIMS MATHEMATICS, 2021, 6 (07): : 6781 - 6814
  • [6] Implicit quasi-steady-state approximation and application to a power plant evaporator
    Eitelberg, Eduard
    Boje, Edward
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2007, 129 (01): : 66 - 71
  • [7] Communication: Limitations of the stochastic quasi-steady-state approximation in open biochemical reaction networks
    Thomas, Philipp
    Straube, Arthur V.
    Grima, Ramon
    JOURNAL OF CHEMICAL PHYSICS, 2011, 135 (18)
  • [8] Quasi-steady state reduction for compartmental systems
    Goeke, Alexandra
    Lax, Christian
    PHYSICA D-NONLINEAR PHENOMENA, 2016, 327 : 1 - 12
  • [9] Classical quasi-steady state reduction-A mathematical characterization
    Goeke, Alexandra
    Walcher, Sebastian
    Zerz, Eva
    PHYSICA D-NONLINEAR PHENOMENA, 2017, 345 : 11 - 26
  • [10] Quasi-steady state assumption vs. delayed quasi-steady state assumption: Model reduction tools for biochemical processes
    Papacek, Stepan
    Lynnyk, Volodymyr
    PROCESS CONTROL '21 - PROCEEDING OF THE 2021 23RD INTERNATIONAL CONFERENCE ON PROCESS CONTROL (PC), 2021, : 278 - 283