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Tar reduction in downdraft biomass gasier using a primary method Einara Blanco Machin a , Daniel Travieso Pedroso a, * , Nestor Proenza b , Jos e Luz Silveira a , Leonetto Conti c , Lúcia Bollini Braga a , Adrian Blanco Machin a a Energy Department, S~ ao Paulo State University (UNESP), Guaratinguet a, SP, Brazil b Mechanical Engineering Department, University of Camagüey, Cuba c Department of Chemistry, University of Sassari, Sassari, Italy article info Article history: Received 19 June 2014 Accepted 30 December 2014 Available online 4 February 2015 Keywords: Biomass Downdraft gasier Gasication Tar Swirl ow abstract This work present a novel primary method, for tar reduction in downdraft gasication. The principle of this new technology is to change the uid dynamic behaviour of the mixture, formed by pyrolysis product and gasication agent in combustion zone; allowing a homogeneous temperature distribution in radial direction in this reaction zone. To achieve the change in the uid dynamic behaviour of the mixture; the entry of gasication agent to combustion zone is oriented by means of wall nozzles in order to form a swirl ow. This modication in combination with the extension of the reduction zone, will allow, to increases the efciency of the tar thermal cracking inside the gasier and the extension of the Boudouard reactions. Consequently, the quantity of tar passing through the combustion zone without cracking and the concentration of tar in the nal gas, decrease signicantly in relation with the common value obtained for this type of reactor, without affecting signicantly the heating value of the producer gas. In this work is presented a new design for 15 kW downdraft gasication reactor, with this tech- nology implemented, the tar content obtained in the experiments never overcome 10 mg/Nm 3 , with a lower heating value of 3.97 MJ/Nm 3 . © 2015 Elsevier Ltd. All rights reserved. 1. Introduction Biomass, mainly in the form of wood, is the oldest form of en- ergy used by humans. Biomass generally means a relatively dry solid of natural matter that has been specically grown or has originated as waste or residue from handling such materials [1]. The thermochemical conversion of biomass (pyrolysis, gasication, combustion) is one of the most promising non-nuclear forms of future energy. Biomass is a renewable source of energy and has many ecological advantages [2]. Gasication is the key technology of biomass based power generation; is a high-temperature process (873e1273 K) that decomposes complex biomass hydrocarbons into gaseous molecules, primarily hydrogen, carbon monoxide, and carbon dioxide; also are formed some tars, char, methane, water, and other constituents. Several institutions working on biomass gasication have given many denitions of tar. In the EU/IEA/US- DOE meeting on tar measurement protocol held in Brussels in the year 1998, it was agreed by a number of experts to dene tar as all organic contaminants [polycyclic aromatic hydrocarbon (PAH)] with a molecular weight higher than benzene [3]. Tar is undesirable because of various problems associated with its condensation, causing problems in the gasication installations as well as in the equipments that use the producer gas as fuel like internal com- bustion engines and gas turbines. The required gas quality to fuel internal combustion engines is normally reached easily in the modern downdraft gasiers, except for the content of dust and tar. Thermal, catalytic or physical processes either within the gasica- tion process (primary methods) or after the process (secondary methods) can be applied to remove tars. Primary methods have the advantage that dispenses the use of an expensive cleaning system for producer gas. In addition, cracking of tars in the reactor could increases the amount of combustible gases in the producer gas and therefore, the overall process efciency. There are some sophisti- cated options available, which claimed a signicantly reduction of the tar content in the producer gas, however, the method must be efcient in terms of tar removal, economically feasible, but more importantly, it should not affect the formation of useful producer gas components [4]. * Corresponding author. E-mail addresses: [email protected] (E.B. Machin), [email protected], [email protected] (D.T. Pedroso). Contents lists available at ScienceDirect Renewable Energy journal homepage: www.elsevier.com/locate/renene http://dx.doi.org/10.1016/j.renene.2014.12.069 0960-1481/© 2015 Elsevier Ltd. All rights reserved. Renewable Energy 78 (2015) 478e483

mathematical modeling for downdraft gassifier

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Tar reduction in downdraft biomass gasier using a primary methodEinara Blanco Machin a, Daniel Travieso Pedroso a, *, Nestor Proenza b, Jos

e Luz Silveira a,Leonetto Conti c, Lcia Bollini Braga a, Adrian Blanco Machin aaEnergy Department, S~ ao Paulo State University (UNESP), Guaratinguet a, SP, BrazilbMechanical Engineering Department, University of Camagey, CubacDepartment of Chemistry, University of Sassari, Sassari, Italyarti cle i nfoArticle history:Received 19 June 2014Accepted 30 December 2014Available online 4 February 2015Keywords:BiomassDowndraft gasierGasicationTarSwirlowabstractThis work present a novel primary method, for tar reduction in downdraft gasication. The principle ofthisnewtechnologyistochangethe uiddynamicbehaviourof themixture, formedbypyrolysisproduct and gasication agent in combustion zone; allowing a homogeneous temperature distribution inradial directioninthisreactionzone. Toachievethechangeinthe uiddynamicbehaviourof themixture; the entry of gasication agent to combustion zone is oriented by means of wall nozzles in orderto formaswirl ow. Thismodicationincombination withtheextensionofthereductionzone, willallow, to increases the efciency of the tar thermal cracking inside the gasier and the extension of theBoudouard reactions. Consequently,thequantity oftarpassingthroughthe combustionzone withoutcracking and the concentration of tar in thenal gas, decrease signicantly in relation with the commonvalue obtained for this type of reactor, without affecting signicantly the heating value of the producergas. Inthiswork ispresentedanewdesignfor15kWdowndraftgasicationreactor, withthistech-nology implemented, the tar content obtained in the experiments never overcome 10 mg/Nm3, with alower heating value of 3.97 MJ/Nm3. 2015 Elsevier Ltd. All rights reserved.1. IntroductionBiomass, mainly in the form of wood, is the oldest form of en-ergyusedbyhumans. Biomassgenerallymeansarelativelydrysolidof natural matter that hasbeenspecicallygrownorhasoriginatedaswasteorresiduefromhandlingsuchmaterials[1].The thermochemical conversion of biomass (pyrolysis, gasication,combustion)isoneofthemostpromisingnon-nuclearformsoffutureenergy. Biomassisarenewablesourceofenergyandhasmany ecological advantages [2]. Gasication is the key technologyof biomass based power generation; is a high-temperature process(873e1273K) that decomposes complexbiomass hydrocarbonsinto gaseous molecules, primarily hydrogen, carbon monoxide, andcarbon dioxide; also are formed some tars, char, methane, water,andotherconstituents. Several institutionsworkingonbiomassgasication have given many denitions of tar. In the EU/IEA/US-DOE meeting on tar measurement protocol held in Brussels in theyear 1998, it was agreed by a number of experts to dene tar as allorganic contaminants [polycyclic aromatic hydrocarbon (PAH)]with a molecular weight higher than benzene [3]. Tar is undesirablebecause of various problems associatedwithits condensation,causing problems in the gasication installations as well as in theequipmentsthatusetheproducergasasfuel likeinternalcom-bustion engines and gas turbines. The required gas quality to fuelinternal combustionengines is normallyreachedeasilyinthemodern downdraft gasiers, except for the content of dust and tar.Thermal, catalytic or physical processes either within the gasica-tionprocess(primarymethods) oraftertheprocess(secondarymethods) can be applied to remove tars. Primary methods have theadvantage that dispenses the use of an expensive cleaning systemfor producer gas. In addition, cracking of tars in the reactor couldincreases the amount of combustible gases in the producer gas andtherefore, the overall process efciency. There are some sophisti-cated options available, which claimed a signicantly reduction ofthe tar content in the producer gas, however, the method must beefcient in terms of tar removal, economically feasible, but moreimportantly, it should not affect the formation of useful producergas components [4].*Corresponding author.E-mail addresses: [email protected] (E.B. Machin), [email protected],[email protected] (D.T. Pedroso).Contents lists available at ScienceDirectRenewable Energyj ournal homepage: www. el sevi er. com/ l ocat e/ renenehttp://dx.doi.org/10.1016/j.renene.2014.12.0690960-1481/ 2015 Elsevier Ltd. All rights reserved.Renewable Energy 78 (2015) 478e483The catalytic cracking and electrostaticlters are two examplesof the options, that claim a signicant tar reduction in the producergas, but they increase the cost of the plants, especially in the smallones. Currently, thepreferredoptionfortarreductionisinthegasier itself throughprocess control andthe use of primarymeasures such as additives and catalysts which modify gasicationconditions [4e12]. Theoretically, producer gas with low tar contentcan be obtained if a high-temperature zone can be created, wherethe gaseous products of pyrolysis are forced to reside the necessarytime to undergo a secondary gasication. Previous works have beendeveloped in order to design a downdraft gasier, able to increasethe efciency of tar reduction in the producer gas during gasica-tion process. Bui et al. [13] developed a multi-stage reactor designthat separates theaming-pyrolysis zone from the reduction zone.Inthat design, thetar vapours generatedinthe rst zoneareburned or cracked to simple molecules by high temperature in thesecond zone, improving the gas quality and conversion efciency.The minimum content of gravimetric tar obtained with this designwas 92 mg/Nm3. Susanto and Beenackers [14] developed a down-draft moving bed gasier with internal recycle and separate com-bustion of pyrolysis gas with the aim of reduce a tar content in theproducer gas; in their experiments a minimumof 48 mg/Nm3of tarwas obtained.On this background, the main objective of this work is to pro-pose a newdowndraft gasier design, able to generate the producergas withlowtar concentrationusinganovel primarymethodwithout decreasing signicantly the heating value of the producergas.2. Process principleIn the Imbert design of downdraft gasier, the gasication agentis fed above a constriction (throat) by nozzles uniformly distributedon the wall of the combustion chamber, oriented toward the centreof the circle, that describe the perimeter of the combustionchamber.In this design, some cool zones are created near to thenozzles, where the temperature is not sufciently higher to permitthe thermal cracking of the tar present in the mixture and to un-dergo its secondary gasication [15]. This is one of the reasons forthe presence of tar in the producer gas. If tarry gas is produced fromthis type of gasier, is common practice reduce the centralconstriction area, until a gas with low tar content can be produced.However, this area dimensions also play an important role in thegas production rate.In order to avoid the formation of cool zones, it is proposed inthisworktomodifytheuiddynamicbehaviourofthemixtureformedbythepyrolysisgasesandthegasicationagent inthecombustion chamber.2.1. The combustion chamberSwirlows are widely used to intensify the process of heat andmass transfer between solid particles and airow in vortex cham-bers, theadvantagesof swirl owshasbeendeeplystudiedbyseveralauthors[16e20]. Theswirl owofthemixturecouldbecreated changingtheentry angleofthegasicationagentto thecombustionchamber. Thenewanglemust be different of thestandard 90

in the Imbert design. This modication allow that thecirculationG(Equation(1))of thevelocityvectorV(ro,t)of anyelement of the uid at any position r s0 in the plane in which thenozzles are located, or any other parallel plane below this until thediaphragm, is different from zero (G s0).G ILVr0; tdl (1)The circulation of the vector V(ro, t) combined with thedownward movement of theuid, caused by absorption from thebase of the chamber through the diaphragm, generates a swirl ow.This uid dynamic behaviour would allow to increase the mixing ofthe gasifying agent with the pyrolysis gases [21,22]; homogenizingthe temperature inside the combustion chamber, diminishing theformationof cool areasbetweenthenozzlesasmainresult. Inadditionthis modicationincrease theresidencetimeofthegasinsidethecombustionchamber;therebyincreasingthethermalcrackingof thetar inthis zone, minimizingits passagetothereduction zone,decreasing the tar concentration in the producergas. Swirl numberSmayeffectivelycontrol theresidencetimedistribution of the gas mixture, which is function of theuid entryangle [18]. The increase of the residence time has the undesirableeffects of decreasing the efciency and productivity of the gasier,as described by Susanto [13]. Fig. 1 shows a top view of the com-bustion chamber of the reactor,illustrating the inclination oftheinlet nozzles of gasication agent.3. Experimental approach3.1. Investigated samplesThe gasicationtests wereperformedusingthree differentwoodybiomasses, suppliedbyawoodprocessingfactory. Thebiomasses used were Peach (Prunus persica), Olive (Olea europaea)andPine(Pinuspinea). Thepropertiesofthe woodybiomassareshowninTable1. Theelemental compositionsweredeterminedusingaCHNS-OElementar VarioGmbHEL III andtheHigherHeatingValue(HHV)usingacalorimeterIKAC-5000(ASTMD-3286-91a). Themoistureandashcompositionweredeterminedusing the ASTM E-871-82 and ASTM D-3174-82. The results weresimilartoliteraturevalues. Fortheexperiments, thebiomasseswerechoppedinsquare-basedprismpieceswithdimensionsofabout 2 1 1 cm. The size and shape are very important for thebehaviour of biomass in the downdraft gasier as far as its move-ment, andbridgingandchannellingformations. Inaddition, theheight of theoxidationzoneandthepressuredropinsidethereactor, depend on these characteristics.3.2. Experimental setupThe scheme of the downdraft wood gasier is showin Fig. 2. Thegasier unit is constitutedof twocylindrical coaxial structuresconstructed using a mild steel sheet. An insulating material coatstheexternal one, whiletheinternal cylinder is providedwithadditional heat recuperation surfaces to improve the efciency ofFig. 1. Nozzles inclination in the combustion chamber.E.B. Machin et al. / Renewable Energy 78 (2015) 478e483 479the gasication process (Fig. 2). The internal capacity is 0.452 m3,the height of the gasier is 1.02 m and the internal radius at thedryingepyrolysiszoneis0.30m. Thedimensionsofreductionzoneareenlargedtoboost therateof theBoudouardandthewateregas reactions, in order to increase the concentration of COand H2 in the producer gas and also decrease the gas temperature.The gasication agent for the experiments (air) is supplied using anelectric blower with control valve, capable of supply the requiredair for the gasication process.The lines are heated up to 453 K in order to prevent conden-sation of the producer gas compounds inside the conducts and themeasurement device.The producer gas sample isltered, cooledand drained, before be analysed in the Gasboard-3100P mobile gasanalyser. The temperatureare measuredby mean ofsix thermo-couples (type K) located at different height of the reactor bed. Airand gas ows are measured with an orice and differentialmanometer. All the experimental data is recorded by data logger in5 min intervals. The simplied experimental setup for the test ofthe modied reactor is presented in Fig. 3.3.3. Tar sampling principleThe principle ofthe test method for gravimetric tar measure-ment is based on the continuous sampling of a gas stream,containing particles and organic compounds (tar) under isokineticconditions; according to the methodology described in DD CEN/TS15439:2006 [23].Thedeterminationiscarriedoutintwosteps:samplingandanalysis. The equipment for sampling shown in Fig. 4, consists of aheatedprobe(module1), aheatedparticle lter(module2), acondenser,aseries of impinger bottles containing asolvent(iso-propanol) for tar absorption (module 3), and equipment for pres-sure and owrate adjustment andmeasurement (module 4).Upstream ofthe condenser,the tubes connecting these partsareheated in order to prevent tar condensation. Temperatures of thecondenser andtheimpingerswereproperlyselectedtoensurequantitative collection of the tars (1, 2, and 4 is between 308 and313 K, and 3, 5 and 6 is between 258 and 253 K). Tar collectionoccurs both by condensation and by absorption in the condenser, inthe impinges, and by capturing of aerosols in glass frits. The analysisof the samples is carried out according to the methodologydescribed in Ref. [23].3.4. Processow descriptionThe gasier system was run nine times, for periods between 2.5and 4 h. To start the gasier, initially the fuel biomass is loaded uptothereactormaximumcapacityandisclosed. Subsequentlyisintroduced a propane gas duct by the air entrance to the reactor, tocreate aameinsidethecombustion chamber, thenthevacuumpump was turned on and the propane gas feed is removed. In lessthan 15 min or when the temperature in pyrolysis zone (TC 2 andTC 3) reaches 573 K the ignition step is completed and the record ofthe prole of reactor temperatures and the gasesow starts. Theproducer gas analysis starts when the preset temperature prole inthe reactor is reached, due to the high concentration of condensablegases in the producer gas composition during the ignition process.The tar sampling process starts at the same time of the producergas analysis, with the installation shown in Fig. 4; each tar samplingtakes 45 min.4. Results and discussionTable2andTable3showntheperformanceof thebiomassgasier system and the composition of the producer gas during theexperiments, at regular intervals of 5 min.Fig. 5 shows a typical behaviour of the temperature prole in thereactorduringtheexperiments. Asit isobserved, thereareanoscillation of the temperature value in all the bed section during alltheexperiments, withtheexceptionof thetemperatureof theproducer gas, where the temperature remain more stable. The mainreasonof thisvariationisbiomassmovementinsidethereactorduringthegasication process. Thetemperature oftheproducergas remains in the range of 410e430 K, lower than the typical rangeof 700e720 K reported for this type of reactor.The HHV of the producer gas is calculated from the concentra-tion of the combustible components. For all the experiments, theHHV obtained was higher to 3.50 MJ/Nm3, and the higher valueswere obtained in the experiments using Peach as fuel, where themean value was 3.97 MJ/Nm3.Thesevaluesare lower thanthe theoreticaland experimentalresults reported in the literature; Zainal et al. [14] report 4.72 and4.85 MJ/Nm3respectivelyforsamecapacityandtypedowndraftgasier.These results are because the mediumcontent of H2, COand CH4in the producergas obtained in the experiments with the testedreactor was slightlylower thanthetypical compositionof theproducer gas reported by several authors [2,3,13,14,24,25]. The O2concentration has the same behaviour, showing an increase in theTable 1Elemental composition and HHV of the studied biomasses.Biomass C%wt dbH%wt dbN%wt dbO%wt dbAsh%wt dbMoisture%wtHHVMJ/kgPeach 48.06 5.83 0.55 44.03 1.53 9.8 18.74Olive 46.43 5.63 0.55 44.91 2.48 10.6 17.80Pine 48.18 5.71 0.15 43.89 2.07 9.0 18.67Fig. 2. Reactor's scheme.E.B. Machin et al. / Renewable Energy 78 (2015) 478e483 480combustion rate of the fuel gas in the reactor as negative effect ofthe modications implemented.The mean tar content of the producer gas obtained in the ex-periments was 9.10 mg/Nm3for Olive, 4.07 mg/Nm3for Peach and8.73 mg/Nm3in the case for Pine. Fig. 6 compares the tar content inthe producer gas obtained by several authors 19e35 mg/Nm3[26],5 mg/Nm3[25], 97 mg/Nm3[27], 50 mg/Nm3[28] and 10 mg/Nm3[29]; withthecontent obtainedinthestudiedreactor. Thegasquality is comparable with the obtained in experiments with theoptimizedtwostagesgasier, developedbyBentzen[25](5 mg/Nm3), but with higher HHV. Burhenne et al. [29] reported similargas quality, with a minimum tar content of 10 mg/Nm3and HHVbetween4.85and4.48MJ/m3usingamulti-stagedgasicationtechnology.The CO/CO2 and H2/CO ratios are constant; the heating value ofthe gas is a direct consequence of its chemical composition, whichdepends on the reaction conditions, rather than the heating valueof the entering biomass, equal for all those experienced.The increase of the residence time of the gas mixture in reactorasconsequenceof themodicationinthecombustionchamberalsohastheundesirableeffectsof decreasingtheefciencyandFig. 3. Experimental installation setup.Fig. 4. Modular sampling train of tar.Table 2Operating parameters.Biomass Olive Peach PineMean process time (h) 3.80 2.50 3.10Mean temperature error 1.0 K (K)T1513 473 503SD 18 20 22T2531 491 521SD 49 21 18T3880 780 853SD 30 25 22T41193 1173 1143SD 60 65 61T51123 1153 1103SD 68 73 62T6417 425 408SD 7 9 5Biomass fed (kg) 8.74 7.6 7.75FlowsAir (Nm3/h) 5.74 5.3 5.4Gas 28.9 18.4 21.3E.B. Machin et al. / Renewable Energy 78 (2015) 478e483 481productivity of the gasier; that is why these parameters are lowerthan in commercial gasiers. According to this, more experimentsare required to determinate the optimum angle to achieve a bal-ance between all these effects in order to obtain a clean gas withoutdiminish signicantly the overall efciency of the gasicationprocess. Furthermore the small size of experimental model and itsproportionallyhigherheatloss, inuencesintheoverallprocessefciency.These results have been obtained applying additionally, acleaning systemtruly simple and inexpensive, for particlesremoving.5. ConclusionsAcleanproducer gas was obtainedwithanovel downdraftgasier. A modied combustion chamber that prevents theformationof cool zonesinsideitandincreasesthethermal ho-mogenization in this reaction zone was developed. This modica-tiontogether withanextensionof the reductionzone allowsdiminishing the tar content in the producer gas. The mean values ofthis parameter in all the experimental tests were lower than 10 mg/Nm3. Thelowtarandparticlecontent makestheproducergasobtained in this reactor suitable to the use in cycle Otto engines.AcknowledgementWearegrateful totheCoordinationfortheImprovementofHigher Education Personnel (CAPES) (process 5993105), from theBrazilian Ministry of Education (MEC) and to the National Councilfor Scientic and Technological Development (CNPq) (process162633/2013-0) fromthe Ministry of Science and Technology(MCT) for their generousnancing support to this research.References[1] GiltrapDL, McKibbinR, BarnesGRG. Asteadystatemodel of gas-charre-actions in a downdraft biomass gasier. Sol Energy 2003;74:85e91.[2] Babu BV, Chaurasia AS. Modeling for pyrolysis of solid particle: kinetics andheat transfer effects. Energy Convers Manag 2003;44:2251e75.[3] Neeft JPA, Knoef HAM, Onaji P. Behaviour of tar in biomass gasication sys-tems. Tar related problems and their solutions. Novem ed. 1999. Nederland.[4] Devi L, Ptasinski KJ, Janssen Frans JJG. A review of the primary measures for tareliminationinbiomassgasicationprocesses. BiomassBioenergy2003;24:125e40.[5] Akay G, DogruM, CalkanOF. Biomasstorescue. ChemEngLond2006;786:55e7.[6] Huang J, Schmidt KG, Bian Z. Removal and conversion of tar in syngas fromwoody biomass gasication for power utilization using catalytic hydrocrack-ing. Energies 2011;4:1163e77.[7] Jordan CA, Akay G. Speciation and distribution of alkali, alkali earth metals andmajorashformingelementsduringgasicationof fuel canebagasse. Fuel2012;91:253e63.[8] Abu El-Rub Z, Bramer E, Brem G. 2004 review of catalysts for tar elimination inbiomass gasication. Ind Eng Chem Res 2004;43:6911e9.[9] Miskolczi M,Borsodi N, Buyong F,Angyal A,Williams PT.Production of py-rolytic oils by catalytic pyrolysis of Malaysian refuse-derived fuels in contin-uously stittred batch reactor. Fuel Process Technol 2011;92:925e32.[10] Elbaba IF, WuC, Williams PT. 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Energy 1994;19(4):397e404.Table 3Tests results.Biomass Olive Peach PineInputsGasier conditionsFeed (kg/h) 3.3 3.05 2.5Gasier air (20 C, 1 bar) (kg/h) 6.79 6.20 6.45OutputsDry gas (kg/h) 9.02 8.60 8.17Water (g/Nm3) 114.5 96.5 102.3Char e ash (kg/h) 0.160 0.085 0.128Tar (mg/Nm3) 9.10 4.07 8.73Error 0.01SD 0.19 0.19 0.19Dry gas analysisCO (% vol.) 17.4 17.7 16.0H2(% vol.) 13.2 15.0 12.1CO2(% vol.) 12.4 13.5 11.4CH4(% vol.) 0.8 1.2 0.2O2(% vol.) 1.3 0.9 0.9N2(% vol.) 54.9 51.7 59.4Dry gas HHV (MJ/Nm3) 3.55 3.97 3.65Gas density (kg/Nm3) 1.183 1.167 1.191Operating ratiosO2/dry biomass 0.45 0.44 0.44CO/CO21.40 1.31 1.40H2/CO 0.76 0.85 0.76Mass balance and energy efciencyMass in/mass out 1.01 0.98 0.99Cold gas efciency 0.61 0.78 0.58Fig. 5. Temperature prole along the reactor height in the 3rd experimental test usingOlive.Fig. 6. Comparisonbetweenthegasqualityobtainedbydifferent authorsandthepresent study.E.B. 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Progress in thermochemical biomass conversion. Oxford, UK: Black-well Scientic Publications; 2001. p. 441e51.[28] Reed TB, Levie B. Understanding operating, and testingxed bed gasier. In:Bioenergy 084, Proceeding of World Conference, Goetborg, Sweden, June 21.Elsevier; 1985.[29] BurhenneL, RochlitzL, LintnerC, AicherT. Technical demonstrationofthenovel Fraunhofer ISE biomass gasication process for the production of a tar-free synthesis gas. Fuel Process Technol 2013;106:751e60.E.B. Machin et al. / Renewable Energy 78 (2015) 478e483 483