id sid tid token lemma pos c821gh95k0m 1 1 partially partially ADV c821gh95k0m 1 2 oxygenated oxygenate VERB c821gh95k0m 1 3 hydrocarbons hydrocarbon NOUN c821gh95k0m 1 4 provide provide VERB c821gh95k0m 1 5 the the DET c821gh95k0m 1 6 building building NOUN c821gh95k0m 1 7 blocks block NOUN c821gh95k0m 1 8 for for ADP c821gh95k0m 1 9 plastics plastic NOUN c821gh95k0m 1 10 and and CCONJ c821gh95k0m 1 11 synthetic synthetic ADJ c821gh95k0m 1 12 fibers fiber NOUN c821gh95k0m 1 13 as as ADV c821gh95k0m 1 14 well well ADV c821gh95k0m 1 15 as as ADP c821gh95k0m 1 16 precursors precursor NOUN c821gh95k0m 1 17 for for ADP c821gh95k0m 1 18 specialty specialty NOUN c821gh95k0m 1 19 chemicals chemical NOUN c821gh95k0m 1 20 . . PUNCT c821gh95k0m 2 1 the the DET c821gh95k0m 2 2 majority majority NOUN c821gh95k0m 2 3 of of ADP c821gh95k0m 2 4 these these DET c821gh95k0m 2 5 oxygenated oxygenated ADJ c821gh95k0m 2 6 hydrocarbons hydrocarbon NOUN c821gh95k0m 2 7 are be AUX c821gh95k0m 2 8 produced produce VERB c821gh95k0m 2 9 through through ADP c821gh95k0m 2 10 catalytic catalytic ADJ c821gh95k0m 2 11 selective selective ADJ c821gh95k0m 2 12 oxidation oxidation NOUN c821gh95k0m 2 13 reactions reaction NOUN c821gh95k0m 2 14 between between ADP c821gh95k0m 2 15 hydrocarbons hydrocarbon NOUN c821gh95k0m 2 16 and and CCONJ c821gh95k0m 2 17 oxygen oxygen NOUN c821gh95k0m 2 18 . . PUNCT c821gh95k0m 3 1 selective selective ADJ c821gh95k0m 3 2 oxidation oxidation NOUN c821gh95k0m 3 3 reactions reaction NOUN c821gh95k0m 3 4 pose pose VERB c821gh95k0m 3 5 a a DET c821gh95k0m 3 6 great great ADJ c821gh95k0m 3 7 challenge challenge NOUN c821gh95k0m 3 8 , , PUNCT c821gh95k0m 3 9 as as SCONJ c821gh95k0m 3 10 the the DET c821gh95k0m 3 11 combustion combustion NOUN c821gh95k0m 3 12 reactions reaction NOUN c821gh95k0m 3 13 to to PART c821gh95k0m 3 14 produce produce VERB c821gh95k0m 3 15 co co NOUN c821gh95k0m 3 16 and and CCONJ c821gh95k0m 3 17 co2 co2 NOUN c821gh95k0m 3 18 are be AUX c821gh95k0m 3 19 favored favor VERB c821gh95k0m 3 20 both both PRON c821gh95k0m 3 21 thermodynamically thermodynamically ADV c821gh95k0m 3 22 and and CCONJ c821gh95k0m 3 23 kinetically kinetically ADV c821gh95k0m 3 24 . . PUNCT c821gh95k0m 4 1 acrolein acrolein ADV c821gh95k0m 4 2 and and CCONJ c821gh95k0m 4 3 methacrolein methacrolein ADV c821gh95k0m 4 4 , , PUNCT c821gh95k0m 4 5 the the DET c821gh95k0m 4 6 c3 c3 PROPN c821gh95k0m 4 7 and and CCONJ c821gh95k0m 4 8 i i PROPN c821gh95k0m 4 9 - - PUNCT c821gh95k0m 4 10 c4 c4 NOUN c821gh95k0m 4 11 aldehydes aldehyde NOUN c821gh95k0m 4 12 , , PUNCT c821gh95k0m 4 13 are be AUX c821gh95k0m 4 14 two two NUM c821gh95k0m 4 15 selective selective ADJ c821gh95k0m 4 16 oxidation oxidation NOUN c821gh95k0m 4 17 products product NOUN c821gh95k0m 4 18 that that PRON c821gh95k0m 4 19 are be AUX c821gh95k0m 4 20 currently currently ADV c821gh95k0m 4 21 utilized utilize VERB c821gh95k0m 4 22 extensively extensively ADV c821gh95k0m 4 23 in in ADP c821gh95k0m 4 24 the the DET c821gh95k0m 4 25 polymer polymer NOUN c821gh95k0m 4 26 industry industry NOUN c821gh95k0m 4 27 as as ADP c821gh95k0m 4 28 derivatives derivative NOUN c821gh95k0m 4 29 for for ADP c821gh95k0m 4 30 various various ADJ c821gh95k0m 4 31 monomers monomer NOUN c821gh95k0m 4 32 due due ADP c821gh95k0m 4 33 to to ADP c821gh95k0m 4 34 the the DET c821gh95k0m 4 35 ease ease NOUN c821gh95k0m 4 36 in in ADP c821gh95k0m 4 37 which which PRON c821gh95k0m 4 38 the the DET c821gh95k0m 4 39 aldehydes aldehyde NOUN c821gh95k0m 4 40 can can AUX c821gh95k0m 4 41 be be AUX c821gh95k0m 4 42 functionalized functionalize VERB c821gh95k0m 4 43 . . PUNCT c821gh95k0m 5 1 aldehydes aldehyde NOUN c821gh95k0m 5 2 are be AUX c821gh95k0m 5 3 typically typically ADV c821gh95k0m 5 4 produced produce VERB c821gh95k0m 5 5 directly directly ADV c821gh95k0m 5 6 from from ADP c821gh95k0m 5 7 alkenes alkene NOUN c821gh95k0m 5 8 and and CCONJ c821gh95k0m 5 9 it it PRON c821gh95k0m 5 10 is be AUX c821gh95k0m 5 11 of of ADP c821gh95k0m 5 12 economic economic ADJ c821gh95k0m 5 13 interest interest NOUN c821gh95k0m 5 14 to to PART c821gh95k0m 5 15 utilize utilize VERB c821gh95k0m 5 16 the the DET c821gh95k0m 5 17 less less ADV c821gh95k0m 5 18 expensive expensive ADJ c821gh95k0m 5 19 alkanes alkane NOUN c821gh95k0m 5 20 as as ADP c821gh95k0m 5 21 a a DET c821gh95k0m 5 22 feedstock feedstock NOUN c821gh95k0m 5 23 for for ADP c821gh95k0m 5 24 these these DET c821gh95k0m 5 25 processes.improved processes.improve VERB c821gh95k0m 5 26 selectivity selectivity NOUN c821gh95k0m 5 27 in in ADP c821gh95k0m 5 28 selective selective ADJ c821gh95k0m 5 29 oxidation oxidation NOUN c821gh95k0m 5 30 reactions reaction NOUN c821gh95k0m 5 31 can can AUX c821gh95k0m 5 32 be be AUX c821gh95k0m 5 33 realized realize VERB c821gh95k0m 5 34 through through ADP c821gh95k0m 5 35 catalyst catalyst NOUN c821gh95k0m 5 36 and and CCONJ c821gh95k0m 5 37 reactor reactor NOUN c821gh95k0m 5 38 design design NOUN c821gh95k0m 5 39 . . PUNCT c821gh95k0m 6 1 the the DET c821gh95k0m 6 2 current current ADJ c821gh95k0m 6 3 studies study NOUN c821gh95k0m 6 4 compare compare VERB c821gh95k0m 6 5 inert inert ADJ c821gh95k0m 6 6 membrane membrane NOUN c821gh95k0m 6 7 reactor reactor NOUN c821gh95k0m 6 8 ( ( PUNCT c821gh95k0m 6 9 imr imr NOUN c821gh95k0m 6 10 ) ) PUNCT c821gh95k0m 6 11 and and CCONJ c821gh95k0m 6 12 fixed fix VERB c821gh95k0m 6 13 bed bed NOUN c821gh95k0m 6 14 reactor reactor NOUN c821gh95k0m 6 15 ( ( PUNCT c821gh95k0m 6 16 fbr fbr NOUN c821gh95k0m 6 17 ) ) PUNCT c821gh95k0m 6 18 studies study NOUN c821gh95k0m 6 19 to to PART c821gh95k0m 6 20 demonstrate demonstrate VERB c821gh95k0m 6 21 that that SCONJ c821gh95k0m 6 22 the the DET c821gh95k0m 6 23 imrs imrs NOUN c821gh95k0m 6 24 improve improve VERB c821gh95k0m 6 25 the the DET c821gh95k0m 6 26 selectivity selectivity NOUN c821gh95k0m 6 27 for for ADP c821gh95k0m 6 28 c3 c3 PROPN c821gh95k0m 6 29 and and CCONJ c821gh95k0m 6 30 i i PROPN c821gh95k0m 6 31 - - PUNCT c821gh95k0m 6 32 c4 c4 NOUN c821gh95k0m 6 33 aldehydes aldehyde NOUN c821gh95k0m 6 34 . . PUNCT c821gh95k0m 7 1 additionally additionally ADV c821gh95k0m 7 2 , , PUNCT c821gh95k0m 7 3 dual dual ADJ c821gh95k0m 7 4 bed bed NOUN c821gh95k0m 7 5 reactor reactor NOUN c821gh95k0m 7 6 studies study NOUN c821gh95k0m 7 7 are be AUX c821gh95k0m 7 8 performed perform VERB c821gh95k0m 7 9 to to PART c821gh95k0m 7 10 convert convert VERB c821gh95k0m 7 11 alkanes alkane NOUN c821gh95k0m 7 12 to to ADP c821gh95k0m 7 13 alkenes alkene NOUN c821gh95k0m 7 14 in in ADP c821gh95k0m 7 15 an an DET c821gh95k0m 7 16 oxidative oxidative ADJ c821gh95k0m 7 17 dehydrogenation dehydrogenation NOUN c821gh95k0m 7 18 reaction reaction NOUN c821gh95k0m 7 19 followed follow VERB c821gh95k0m 7 20 by by ADP c821gh95k0m 7 21 a a DET c821gh95k0m 7 22 partial partial ADJ c821gh95k0m 7 23 oxidation oxidation NOUN c821gh95k0m 7 24 reaction reaction NOUN c821gh95k0m 7 25 for for ADP c821gh95k0m 7 26 the the DET c821gh95k0m 7 27 conversion conversion NOUN c821gh95k0m 7 28 of of ADP c821gh95k0m 7 29 alkenes alkene NOUN c821gh95k0m 7 30 to to ADP c821gh95k0m 7 31 aldehydes aldehyde NOUN c821gh95k0m 7 32 . . PUNCT c821gh95k0m 8 1 catalysts catalyst NOUN c821gh95k0m 8 2 prepared prepare VERB c821gh95k0m 8 3 for for ADP c821gh95k0m 8 4 these these DET c821gh95k0m 8 5 reactions reaction NOUN c821gh95k0m 8 6 are be AUX c821gh95k0m 8 7 characterized characterize VERB c821gh95k0m 8 8 with with ADP c821gh95k0m 8 9 surface surface NOUN c821gh95k0m 8 10 area area NOUN c821gh95k0m 8 11 , , PUNCT c821gh95k0m 8 12 x x X c821gh95k0m 8 13 - - NOUN c821gh95k0m 8 14 ray ray NOUN c821gh95k0m 8 15 diffraction diffraction NOUN c821gh95k0m 8 16 , , PUNCT c821gh95k0m 8 17 and and CCONJ c821gh95k0m 8 18 x x NOUN c821gh95k0m 8 19 - - NOUN c821gh95k0m 8 20 ray ray NOUN c821gh95k0m 8 21 photoelectron photoelectron NOUN c821gh95k0m 8 22 spectroscopy spectroscopy NOUN c821gh95k0m 8 23 . . PUNCT c821gh95k0m 9 1 theoretical theoretical ADJ c821gh95k0m 9 2 reaction reaction NOUN c821gh95k0m 9 3 simulations simulation NOUN c821gh95k0m 9 4 for for ADP c821gh95k0m 9 5 the the DET c821gh95k0m 9 6 fbr fbr NOUN c821gh95k0m 9 7 and and CCONJ c821gh95k0m 9 8 imr imr NOUN c821gh95k0m 9 9 are be AUX c821gh95k0m 9 10 performed perform VERB c821gh95k0m 9 11 using use VERB c821gh95k0m 9 12 a a DET c821gh95k0m 9 13 matlab matlab PROPN c821gh95k0m 9 14 program.experimental program.experimental ADJ c821gh95k0m 9 15 studies study NOUN c821gh95k0m 9 16 of of ADP c821gh95k0m 9 17 the the DET c821gh95k0m 9 18 fbr fbr NOUN c821gh95k0m 9 19 and and CCONJ c821gh95k0m 9 20 imr imr NOUN c821gh95k0m 9 21 have have AUX c821gh95k0m 9 22 demonstrated demonstrate VERB c821gh95k0m 9 23 that that SCONJ c821gh95k0m 9 24 the the DET c821gh95k0m 9 25 imr imr NOUN c821gh95k0m 9 26 improves improve VERB c821gh95k0m 9 27 the the DET c821gh95k0m 9 28 selectivity selectivity NOUN c821gh95k0m 9 29 to to ADP c821gh95k0m 9 30 selective selective ADJ c821gh95k0m 9 31 oxidation oxidation NOUN c821gh95k0m 9 32 products product NOUN c821gh95k0m 9 33 in in ADP c821gh95k0m 9 34 comparison comparison NOUN c821gh95k0m 9 35 to to ADP c821gh95k0m 9 36 the the DET c821gh95k0m 9 37 fbr fbr NOUN c821gh95k0m 9 38 . . PUNCT c821gh95k0m 10 1 dual dual ADJ c821gh95k0m 10 2 bed bed NOUN c821gh95k0m 10 3 reactors reactor NOUN c821gh95k0m 10 4 were be AUX c821gh95k0m 10 5 successful successful ADJ c821gh95k0m 10 6 in in ADP c821gh95k0m 10 7 converting convert VERB c821gh95k0m 10 8 the the DET c821gh95k0m 10 9 alkanes alkane NOUN c821gh95k0m 10 10 to to ADP c821gh95k0m 10 11 aldehydes aldehyde NOUN c821gh95k0m 10 12 in in ADP c821gh95k0m 10 13 both both DET c821gh95k0m 10 14 c3 c3 PROPN c821gh95k0m 10 15 and and CCONJ c821gh95k0m 10 16 i i PROPN c821gh95k0m 10 17 - - PUNCT c821gh95k0m 10 18 c4 c4 NOUN c821gh95k0m 10 19 reaction reaction NOUN c821gh95k0m 10 20 studies study NOUN c821gh95k0m 10 21 demonstrating demonstrate VERB c821gh95k0m 10 22 that that SCONJ c821gh95k0m 10 23 the the DET c821gh95k0m 10 24 imr imr NOUN c821gh95k0m 10 25 concept concept NOUN c821gh95k0m 10 26 is be AUX c821gh95k0m 10 27 versatile versatile ADJ c821gh95k0m 10 28 for for ADP c821gh95k0m 10 29 multiple multiple ADJ c821gh95k0m 10 30 reaction reaction NOUN c821gh95k0m 10 31 networks network NOUN c821gh95k0m 10 32 . . PUNCT c821gh95k0m 11 1 dual dual ADJ c821gh95k0m 11 2 bed bed NOUN c821gh95k0m 11 3 reactors reactor NOUN c821gh95k0m 11 4 demonstrated demonstrate VERB c821gh95k0m 11 5 great great ADJ c821gh95k0m 11 6 flexibility flexibility NOUN c821gh95k0m 11 7 as as SCONJ c821gh95k0m 11 8 conditions condition NOUN c821gh95k0m 11 9 such such ADJ c821gh95k0m 11 10 as as ADP c821gh95k0m 11 11 temperature temperature NOUN c821gh95k0m 11 12 , , PUNCT c821gh95k0m 11 13 residence residence NOUN c821gh95k0m 11 14 time time NOUN c821gh95k0m 11 15 , , PUNCT c821gh95k0m 11 16 oxygen oxygen NOUN c821gh95k0m 11 17 to to ADP c821gh95k0m 11 18 hydrocarbon hydrocarbon NOUN c821gh95k0m 11 19 ratio ratio NOUN c821gh95k0m 11 20 , , PUNCT c821gh95k0m 11 21 and and CCONJ c821gh95k0m 11 22 membrane membrane NOUN c821gh95k0m 11 23 or or CCONJ c821gh95k0m 11 24 fixed fix VERB c821gh95k0m 11 25 bed bed NOUN c821gh95k0m 11 26 could could AUX c821gh95k0m 11 27 be be AUX c821gh95k0m 11 28 altered alter VERB c821gh95k0m 11 29 independently independently ADV c821gh95k0m 11 30 in in ADP c821gh95k0m 11 31 each each DET c821gh95k0m 11 32 catalyst catalyst NOUN c821gh95k0m 11 33 bed bed NOUN c821gh95k0m 11 34 to to PART c821gh95k0m 11 35 coincide coincide VERB c821gh95k0m 11 36 with with ADP c821gh95k0m 11 37 the the DET c821gh95k0m 11 38 optimum optimum ADJ c821gh95k0m 11 39 conditions condition NOUN c821gh95k0m 11 40 for for ADP c821gh95k0m 11 41 each each DET c821gh95k0m 11 42 reaction reaction NOUN c821gh95k0m 11 43 . . PUNCT c821gh95k0m 12 1 overall overall ADJ c821gh95k0m 12 2 , , PUNCT c821gh95k0m 12 3 distributive distributive ADJ c821gh95k0m 12 4 membrane membrane NOUN c821gh95k0m 12 5 reactors reactor NOUN c821gh95k0m 12 6 are be AUX c821gh95k0m 12 7 beneficial beneficial ADJ c821gh95k0m 12 8 in in ADP c821gh95k0m 12 9 promoting promote VERB c821gh95k0m 12 10 the the DET c821gh95k0m 12 11 selective selective ADJ c821gh95k0m 12 12 oxidation oxidation NOUN c821gh95k0m 12 13 reactions reaction NOUN c821gh95k0m 12 14 of of ADP c821gh95k0m 12 15 alkanes alkane NOUN c821gh95k0m 12 16 and and CCONJ c821gh95k0m 12 17 alkenes alkene NOUN c821gh95k0m 12 18 to to ADP c821gh95k0m 12 19 their their PRON c821gh95k0m 12 20 respective respective ADJ c821gh95k0m 12 21 aldehydes aldehyde NOUN c821gh95k0m 12 22 while while SCONJ c821gh95k0m 12 23 limiting limit VERB c821gh95k0m 12 24 the the DET c821gh95k0m 12 25 production production NOUN c821gh95k0m 12 26 of of ADP c821gh95k0m 12 27 co co NOUN c821gh95k0m 12 28 and and CCONJ c821gh95k0m 12 29 co2 co2 NOUN c821gh95k0m 12 30 . . PUNCT