Use of Response Surface Methodology to Measure the Impact of Operating Variables on the Co-gasification of Oil Palm Biomass
Abstract
Co-gasification of biomass is a thermochemical technique for harnessing the chemical energy of biomass in order to produce low carbon energy. In this study, co-gasification of oil palm trunks and fronds was carried out to examine the effects of particle size, blending ratio, and temperature using a downdraft gasifier in the presence of air as the medium. Response surface methodology (RSM) was used to optimize syngas (H2+CO) and methane (CH4) yield from the combined effects of particle size, blending ratio, and temperature using the Box-Behnken design (BBD). A temperature range of 700–900oC, a blending ratio of 20–80% wt., and a biomass particle size of 1.18–4mm were used. The results indicate that temperature had the greatest influence on syngas yield, followed by particle size and then blending ratio. The optimum input parameters were as follows: temperature of 900 oC, blending ratio of 50/50% wt., and particle size of 2.59 mm. These parameters resulted in optimum yields of 48.60% volume of syngas and 17.1% volume of methane.
Keywords: co-gasification, optimisation, oil palm trunk, syngas, methane.
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SHAHBAZ M., YUSUP S., INAYAT A., PATRICK D. O., PRATAMA A., and AMMAR M. Optimization of hydrogen and syngas production from PKS gasification by using coal bottom ash. Bioresource Technology, 2017, 241: 284-295. https://doi.org/10.1016/j.biortech.2017.05.119
LOHS K. The potential of the Malaysian oil palm biomass as a renewable energy source.Energy Conversion and Management, 2017,141: 285-298.https://doi.org/10.1016/j.enconman.2016.08.081
KHAN Z., YUSUP S., AHMAD M. M., and CHIN B. L. F. Hydrogen production from palm kernel shell via integrated catalytic adsorption (ICA) steam gasification. Energy Conversion and Management, 2014, 87: 1224-1230. https://doi.org/10.1016/j.enconman.2014.03.024
INAYAT M., SULAIMAN S.A., KUMAR A., and GUANGUL F. M. Effect of fuel particle size and blending ratio on syngas production and performance of co-gasification. Journal of Mechanical Engineering and Sciences, 2016, 10(2): 2187-2199. http://jmes.ump.edu.my/images/Volume%2010%20Issue%202%20Sept%202016/21_Inayat%20et%20al.pdf
MONIR M. U., ABD AZIZ A., KRISTANTI R. A., and YOUSUFA. Co-gasification of empty fruit bunch in a downdraft reactor: A pilot scale approach. Bioresource Technology Reports, 2018, 1: 39-49. https://doi.org/10.1016/j.biteb.2018.02.001
GUANGUL F. M., SULAIMAN S. A., and RAMLI A. Gasifier selection, design and gasification of oil palm fronds with preheated and unheated gasifying air. Bioresource Technology, 2012, 126: 224-232. https://doi.org/10.1016/j.biortech.2012.09.018
PENG L., WANG Y., LEI Z., and CHENG G. Co-gasification of wet sewage sludge and forestry waste in situ steam agent. Bioresource Technology, 2012, 114: 698-702. https://doi.org/10.1016/j.biortech.2012.03.079
SEGGIANI M., PUCCINI M., RAGGIO G., and VITOLO S. Effect of sewage sludge content on gas quality and solid residues produced by cogasification in an updraft gasifier. Waste Management, 2012, 32(10): 1826-1834. https://doi.org/10.1016/j.wasman.2012.04.018
XIAO X., MENG X., LE D. D., and TAKARADA T. Two-stage steam gasification of waste biomass in fluidized bed at low temperature: Parametric investigations and performance optimization. Bioresource Technology, 2011, 102(2): 1975-1981. https://doi.org/10.1016/j.biortech.2010.09.016
ONG Z., CHENG Y., MANEERUNG T.,YAO Z., TONG Y. W., WANG C.‐H., and DAI Y. Co‐gasification of woody biomass and sewage sludge in a fixed‐bed downdraft gasifier. AIChE Journal, 2015, 61(8): 2508-2521. https://doi.org/10.1002/aic.14836
KAEWPANHA M., GUAN G., HAO X.,WANG Z., KASAI Y., KUSAKABE K., and ABUDULA A. Steam co-gasification of brown seaweed and land-based biomass. Fuel Processing Technology, 2014, 120: 106-112. https://doi.org/10.1016/j.fuproc.2013.12.013
BURAGOHAIN B., MAHANTA P., and MOHOLKAR V. S. Investigations in gasification of biomass mixtures using thermodynamic equilibrium and semi-equilibrium models. International Journal of Energy & Environment, 2011, 2(3): 551-578. https://www.ijee.ieefoundation.org/vol2/issue3/IJEE_14_v2n3.pdf
AIGNER I., WOLFESBERGER U., and HOFBAUER H. Tar content and composition in producer gas of fluidized bed gasification and low temperature pyrolysis of straw and wood-influence of temperature. Environmental Progress and Sustainable Energy, 2009, 28(3): 372-379.
FERMOSO J., GIL M. V., ARIAS B.,PLAZA M. G., PEVIDA C., PIS J. J., and RUBIERA F. Application of response surface methodology to assess the combined effect of operating variables on high-pressure coal gasification for H2-rich gas production. International Journal of Hydrogen Energy, 2010, 35(3): 1191-1204. https://doi.org/10.1016/j.ijhydene.2009.11.046
YUSUP S., KHAN Z., AHMAD M. M., and RASHIDI N. A. Optimization of hydrogen production in in-situ catalytic adsorption (ICA) steam gasification based on Response Surface Methodology. Biomass and Bioenergy, 2014, 60: 98-107. https://doi.org/10.1016/j.biombioe.2013.11.007
HOU J., & ZHANG J. Robust optimization of the efficient syngas fractions in entrained flow coal gasification using Taguchi method and response surface methodology. International Journal of Hydrogen Energy, 2017, 42(8): 4908-4921. https://doi.org/10.1016/j.ijhydene.2017.01.027
NAM H., MAGLINAO JR. A. L., CAPAREDA S. C., and RODRIGUEZ-ALEJANDRO D. A. Enriched-air fluidized bed gasification using bench and pilot scale reactors of dairy manure with sand bedding based on response surface methods. Energy, 2016, 95: 187-199. https://doi.org/10.1016/j.energy.2015.11.065
SILVA V., & ROUBOA A. Optimizing the gasification operating conditions of forest residues by coupling a two-stage equilibrium model with a response surface methodology. Fuel Processing Technology, 2014, 122: 163-169. https://doi.org/10.1016/j.fuproc.2014.01.038
ASTM INTERNATIONAL. ASTM Standard D3176-09 “Standard Practice for Ultimate Analysis of Coal and Coke”. ASTM International, West Conshohocken, Pennsylvania, 2009. https://www.astm.org/DATABASE.CART/HISTORICAL/D3176-09.htm
ASTM INTERNATIONAL. ASTM Standard E1755–01 “Standard Test Method for Ash in Biomass”. ASTM International, West Conshohocken, Pennsylvania, 2007. https://www.astm.org/DATABASE.CART/HISTORICAL/E1755-01.htm
ASTM INTERNATIONAL. ASTM Standard D4809–00 “Standard test method for heat of combustion of liquid hydrocarbon fuels by bomb calorimeter (precision method)”. ASTM International, West Conshohocken, Pennsylvania, 2013. https://www.astm.org/DATABASE.CART/HISTORICAL/D4809-00.htm
ASTM INTERNATIONAL. ASTM E871 - 82(2006): Standard Test Method for Moisture Analysis of Particulate Wood Fuels. ASTM International, West Conshohocken, Pennsylvania, 2006. https://www.astm.org/DATABASE.CART/HISTORICAL/E871-82R06.htm
INAYAT M., SULAIMAN S. A., and KURNIA J. C. Catalytic co-gasification of coconut shells and oil palm fronds blends in the presence of cement, dolomite, and limestone: Parametric optimization via Box Behnken Design. Journal of the Energy Institute, 2019, 92(4): 871-882. https://doi.org/10.1016/j.joei.2018.08.002
INAYAT M., SULAIMAN S. A., BHAYO B. A., and SHAHBAZ M. Application of response surface methodology in catalytic co-gasification of palm wastes for bioenergy conversion using mineral catalysts. Biomass and Bioenergy, 2020, 132: 105418. https://doi.org/10.1016/j.biombioe.2019.105418
SHAHBAZ M., YUSUP S., INAYAT A., PATRICK D. O., and PRATAMA A. Application of response surface methodology to investigate the effect of different variables on conversion of palm kernel shell in steam gasification using coal bottom ash. Applied Energy, 2016, 184: 1306-1315. https://doi.org/10.1016/j.apenergy.2016.05.045
KARIMIPOUR S., GERSPACHER R., GUPTA R., and SPITERI R. J. Study of factors affecting syngas quality and their interactions in fluidized bed gasification of lignite coal. Fuel, 2013, 103: 308-320. https://doi.org/10.1016/j.fuel.2012.06.052
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