An investigation of fuel variability effect on bio-syngas combustion using uncertainty quantification

被引:18
作者
Zhang, Kai [1 ]
Jiang, Xi [1 ]
机构
[1] Queen Mary Univ London, Sch Engn & Mat Sci, Mile End Rd, London E1 4NS, England
基金
英国工程与自然科学研究理事会;
关键词
Uncertainty quantification; Bio-syngas combustion; Fuel variability; Polynomial chaos expansion; Targeted uncertainty reduction; SYNTHESIS GAS-PRODUCTION; PREMIXED LAMINAR FLAMES; CHEMICAL-KINETICS; STEAM GASIFICATION; BIOMASS; HYDROGEN; IGNITION; METHANOL; AIR; ENGINE;
D O I
10.1016/j.fuel.2018.02.007
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Fuel variability effects on physicochemical properties such as adiabatic flame temperature and laminar flame speed of premixed bio-syngas combustion are investigated via polynomial chaos expansion (PCE) based uncertainty quantification (UQ) approach at several equivalence ratios. Questions regarding confidence level of using bio-syngas with varying fuel composition are tackled from a statistical point view. Impacts of unburnt gas temperature and different chemical mechanisms (GMI-Mech 3.0 and San Diego Mechanism) on predicted uncertainties of these combustion properties are discussed. It was found that fluctuation of flame temperature at various equivalence ratios is less affected by bio-syngas fuel variabilities, while flame speed is sensitive to uncertainties in fuel composition. For instance, 1.5% fluctuation of bio-syngas constituent can lead to 14% fluctuation of flame speed for rich combustion, and 3% for lean combustion. Less than 0.8% fluctuation of flame temperature due to variability of bio-syngas fuel composition was observed. UQ of bio-syngas combustion showed that hydrogen variability plays a significant role (70-80% at lean condition) in flame speed variation, while methane variability, although thought to be important, has a negligible impact except for fuel-rich combustion. Overall, the current study has provided a fundamental understanding of the effects of fuel variability on physicochemical properties of bio-syngas combustion. Dominating compositions to variations of biosyngas combustion are provided quantitatively to guide targeted uncertainty reduction from the upstream gasification process.
引用
收藏
页码:283 / 295
页数:13
相关论文
共 51 条
[1]  
[Anonymous], 2017, THEORY PROBABILITY C
[2]  
[Anonymous], 2000, SENSITIVITY ANAL
[3]  
Barlow R.J., 1989, Statistics: a guide to the use of statistical methods in the physical sciences, V29
[4]  
Barnwal A., 2012, THESIS
[5]   The effects of biomass syngas composition, moisture, tar loading and operating conditions on the combustion of a tar-tolerant HCCI (Homogeneous Charge Compression Ignition) engine [J].
Bhaduri, S. ;
Contino, F. ;
Jeanrnart, H. ;
Breuer, E. .
ENERGY, 2015, 87 :289-302
[6]   Production of hydrogen and/or syngas (H2+CO) via steam gasification of biomass-derived chars [J].
Chaudhari, ST ;
Dalai, AK ;
Bakhshi, NN .
ENERGY & FUELS, 2003, 17 (04) :1062-1067
[7]  
Cheah S, 2016, GREEN CHEM, V18, P6291, DOI [10.1039/C6GC01661H, 10.1039/c6gc01661h]
[8]   Co-gasification of biomass and coal for methanol synthesis [J].
Chmielniak, T ;
Sciazko, M .
APPLIED ENERGY, 2003, 74 (3-4) :393-403
[9]   Laminar flame speeds of moist syngas mixtures [J].
Das, Apurba K. ;
Kumar, Kamal ;
Sung, Chih-Jen .
COMBUSTION AND FLAME, 2011, 158 (02) :345-353
[10]   Global Sensitivity Analysis of Chemical-Kinetic Reaction Mechanisms: Construction and Deconstruction of the Probability Density Function [J].
Davis, Michael J. ;
Skodje, Rex T. ;
Tomlin, Alison S. .
JOURNAL OF PHYSICAL CHEMISTRY A, 2011, 115 (09) :1556-1578