id sid tid token lemma pos dr26xw44r6z 1 1 many many ADJ dr26xw44r6z 1 2 existing exist VERB dr26xw44r6z 1 3 distributed distribute VERB dr26xw44r6z 1 4 algorithms algorithm NOUN dr26xw44r6z 1 5 for for ADP dr26xw44r6z 1 6 network network NOUN dr26xw44r6z 1 7 optimization optimization NOUN dr26xw44r6z 1 8 problems problem NOUN dr26xw44r6z 1 9 often often ADV dr26xw44r6z 1 10 rely rely VERB dr26xw44r6z 1 11 on on ADP dr26xw44r6z 1 12 the the DET dr26xw44r6z 1 13 fact fact NOUN dr26xw44r6z 1 14 that that SCONJ dr26xw44r6z 1 15 , , PUNCT dr26xw44r6z 1 16 if if SCONJ dr26xw44r6z 1 17 the the DET dr26xw44r6z 1 18 communications communication NOUN dr26xw44r6z 1 19 between between ADP dr26xw44r6z 1 20 subsystems subsystem NOUN dr26xw44r6z 1 21 are be AUX dr26xw44r6z 1 22 frequent frequent ADJ dr26xw44r6z 1 23 enough enough ADV dr26xw44r6z 1 24 , , PUNCT dr26xw44r6z 1 25 then then ADV dr26xw44r6z 1 26 the the DET dr26xw44r6z 1 27 state state NOUN dr26xw44r6z 1 28 of of ADP dr26xw44r6z 1 29 the the DET dr26xw44r6z 1 30 network network NOUN dr26xw44r6z 1 31 will will AUX dr26xw44r6z 1 32 converge converge VERB dr26xw44r6z 1 33 to to ADP dr26xw44r6z 1 34 its its PRON dr26xw44r6z 1 35 optimum optimum ADJ dr26xw44r6z 1 36 asymptotically asymptotically ADV dr26xw44r6z 1 37 . . PUNCT dr26xw44r6z 2 1 this this DET dr26xw44r6z 2 2 approach approach NOUN dr26xw44r6z 2 3 will will AUX dr26xw44r6z 2 4 generally generally ADV dr26xw44r6z 2 5 incur incur VERB dr26xw44r6z 2 6 large large ADJ dr26xw44r6z 2 7 communication communication NOUN dr26xw44r6z 2 8 cost cost NOUN dr26xw44r6z 2 9 . . PUNCT dr26xw44r6z 3 1 this this DET dr26xw44r6z 3 2 work work NOUN dr26xw44r6z 3 3 investigates investigate VERB dr26xw44r6z 3 4 the the DET dr26xw44r6z 3 5 use use NOUN dr26xw44r6z 3 6 of of ADP dr26xw44r6z 3 7 event event NOUN dr26xw44r6z 3 8 - - PUNCT dr26xw44r6z 3 9 triggered trigger VERB dr26xw44r6z 3 10 communication communication NOUN dr26xw44r6z 3 11 schemes scheme NOUN dr26xw44r6z 3 12 in in ADP dr26xw44r6z 3 13 distributed distribute VERB dr26xw44r6z 3 14 network network NOUN dr26xw44r6z 3 15 optimization optimization NOUN dr26xw44r6z 3 16 algorithms algorithm NOUN dr26xw44r6z 3 17 . . PUNCT dr26xw44r6z 4 1 under under ADP dr26xw44r6z 4 2 event event NOUN dr26xw44r6z 4 3 triggering trigger VERB dr26xw44r6z 4 4 , , PUNCT dr26xw44r6z 4 5 each each DET dr26xw44r6z 4 6 subsystem subsystem NOUN dr26xw44r6z 4 7 broadcasts broadcast VERB dr26xw44r6z 4 8 to to ADP dr26xw44r6z 4 9 its its PRON dr26xw44r6z 4 10 neighbors neighbor NOUN dr26xw44r6z 4 11 when when SCONJ dr26xw44r6z 4 12 a a DET dr26xw44r6z 4 13 local local ADJ dr26xw44r6z 4 14 ` ` PUNCT dr26xw44r6z 4 15 ` ` PUNCT dr26xw44r6z 4 16 error error NOUN dr26xw44r6z 4 17 ' ' PUNCT dr26xw44r6z 4 18 signal signal NOUN dr26xw44r6z 4 19 exceeds exceed VERB dr26xw44r6z 4 20 a a DET dr26xw44r6z 4 21 state state NOUN dr26xw44r6z 4 22 dependent dependent ADJ dr26xw44r6z 4 23 threshold threshold NOUN dr26xw44r6z 4 24 . . PUNCT dr26xw44r6z 5 1 we we PRON dr26xw44r6z 5 2 use use VERB dr26xw44r6z 5 3 the the DET dr26xw44r6z 5 4 network network NOUN dr26xw44r6z 5 5 utility utility NOUN dr26xw44r6z 5 6 maximization maximization NOUN dr26xw44r6z 5 7 ( ( PUNCT dr26xw44r6z 5 8 num num NOUN dr26xw44r6z 5 9 ) ) PUNCT dr26xw44r6z 5 10 problem problem NOUN dr26xw44r6z 5 11 as as ADP dr26xw44r6z 5 12 an an DET dr26xw44r6z 5 13 example example NOUN dr26xw44r6z 5 14 to to PART dr26xw44r6z 5 15 demonstrate demonstrate VERB dr26xw44r6z 5 16 our our PRON dr26xw44r6z 5 17 idea.we idea.we NUM dr26xw44r6z 5 18 first first ADV dr26xw44r6z 5 19 present present VERB dr26xw44r6z 5 20 an an DET dr26xw44r6z 5 21 event event NOUN dr26xw44r6z 5 22 - - PUNCT dr26xw44r6z 5 23 triggered trigger VERB dr26xw44r6z 5 24 distributed distribute VERB dr26xw44r6z 5 25 barrier barrier NOUN dr26xw44r6z 5 26 algorithm algorithm NOUN dr26xw44r6z 5 27 and and CCONJ dr26xw44r6z 5 28 prove prove VERB dr26xw44r6z 5 29 its its PRON dr26xw44r6z 5 30 convergence convergence NOUN dr26xw44r6z 5 31 . . PUNCT dr26xw44r6z 6 1 the the DET dr26xw44r6z 6 2 algorithm algorithm PROPN dr26xw44r6z 6 3 shows show VERB dr26xw44r6z 6 4 significant significant ADJ dr26xw44r6z 6 5 reduction reduction NOUN dr26xw44r6z 6 6 in in ADP dr26xw44r6z 6 7 the the DET dr26xw44r6z 6 8 communication communication NOUN dr26xw44r6z 6 9 cost cost NOUN dr26xw44r6z 6 10 of of ADP dr26xw44r6z 6 11 the the DET dr26xw44r6z 6 12 network network NOUN dr26xw44r6z 6 13 . . PUNCT dr26xw44r6z 7 1 however however ADV dr26xw44r6z 7 2 , , PUNCT dr26xw44r6z 7 3 the the DET dr26xw44r6z 7 4 algorithm algorithm PROPN dr26xw44r6z 7 5 suffers suffer VERB dr26xw44r6z 7 6 from from ADP dr26xw44r6z 7 7 several several ADJ dr26xw44r6z 7 8 issues issue NOUN dr26xw44r6z 7 9 which which PRON dr26xw44r6z 7 10 limit limit VERB dr26xw44r6z 7 11 its its PRON dr26xw44r6z 7 12 usefulness usefulness NOUN dr26xw44r6z 7 13 . . PUNCT dr26xw44r6z 8 1 we we PRON dr26xw44r6z 8 2 then then ADV dr26xw44r6z 8 3 propose propose VERB dr26xw44r6z 8 4 two two NUM dr26xw44r6z 8 5 different different ADJ dr26xw44r6z 8 6 event event NOUN dr26xw44r6z 8 7 - - PUNCT dr26xw44r6z 8 8 triggered trigger VERB dr26xw44r6z 8 9 distributed distribute VERB dr26xw44r6z 8 10 num num PROPN dr26xw44r6z 8 11 algorithms algorithm NOUN dr26xw44r6z 8 12 , , PUNCT dr26xw44r6z 8 13 the the DET dr26xw44r6z 8 14 primal primal ADJ dr26xw44r6z 8 15 , , PUNCT dr26xw44r6z 8 16 and and CCONJ dr26xw44r6z 8 17 the the DET dr26xw44r6z 8 18 primal primal ADJ dr26xw44r6z 8 19 - - PUNCT dr26xw44r6z 8 20 dual dual ADJ dr26xw44r6z 8 21 algorithm algorithm NOUN dr26xw44r6z 8 22 . . PUNCT dr26xw44r6z 9 1 both both DET dr26xw44r6z 9 2 algorithms algorithm NOUN dr26xw44r6z 9 3 are be AUX dr26xw44r6z 9 4 based base VERB dr26xw44r6z 9 5 on on ADP dr26xw44r6z 9 6 the the DET dr26xw44r6z 9 7 augmented augment VERB dr26xw44r6z 9 8 lagrangian lagrangian ADJ dr26xw44r6z 9 9 methods method NOUN dr26xw44r6z 9 10 . . PUNCT dr26xw44r6z 10 1 we we PRON dr26xw44r6z 10 2 establish establish VERB dr26xw44r6z 10 3 state state NOUN dr26xw44r6z 10 4 - - PUNCT dr26xw44r6z 10 5 dependent dependent ADJ dr26xw44r6z 10 6 event event NOUN dr26xw44r6z 10 7 - - PUNCT dr26xw44r6z 10 8 triggering trigger VERB dr26xw44r6z 10 9 thresholds threshold NOUN dr26xw44r6z 10 10 under under ADP dr26xw44r6z 10 11 which which PRON dr26xw44r6z 10 12 the the DET dr26xw44r6z 10 13 proposed propose VERB dr26xw44r6z 10 14 algorithms algorithm NOUN dr26xw44r6z 10 15 converge converge VERB dr26xw44r6z 10 16 to to ADP dr26xw44r6z 10 17 the the DET dr26xw44r6z 10 18 solutionof solutionof PROPN dr26xw44r6z 10 19 num num PROPN dr26xw44r6z 10 20 . . PROPN dr26xw44r6z 11 1 for for ADP dr26xw44r6z 11 2 the the DET dr26xw44r6z 11 3 primal primal ADJ dr26xw44r6z 11 4 - - PUNCT dr26xw44r6z 11 5 dual dual ADJ dr26xw44r6z 11 6 algorithm algorithm NOUN dr26xw44r6z 11 7 , , PUNCT dr26xw44r6z 11 8 we we PRON dr26xw44r6z 11 9 consider consider VERB dr26xw44r6z 11 10 scenarios scenario NOUN dr26xw44r6z 11 11 when when SCONJ dr26xw44r6z 11 12 the the DET dr26xw44r6z 11 13 network network NOUN dr26xw44r6z 11 14 has have VERB dr26xw44r6z 11 15 data datum NOUN dr26xw44r6z 11 16 dropouts dropout NOUN dr26xw44r6z 11 17 or or CCONJ dr26xw44r6z 11 18 transmission transmission NOUN dr26xw44r6z 11 19 delay delay NOUN dr26xw44r6z 11 20 , , PUNCT dr26xw44r6z 11 21 and and CCONJ dr26xw44r6z 11 22 give give VERB dr26xw44r6z 11 23 an an DET dr26xw44r6z 11 24 upper upper ADJ dr26xw44r6z 11 25 bound bind VERB dr26xw44r6z 11 26 on on ADP dr26xw44r6z 11 27 the the DET dr26xw44r6z 11 28 largest large ADJ dr26xw44r6z 11 29 number number NOUN dr26xw44r6z 11 30 of of ADP dr26xw44r6z 11 31 successive successive ADJ dr26xw44r6z 11 32 data datum NOUN dr26xw44r6z 11 33 dropouts dropout NOUN dr26xw44r6z 11 34 and and CCONJ dr26xw44r6z 11 35 the the DET dr26xw44r6z 11 36 maximum maximum ADJ dr26xw44r6z 11 37 allowable allowable ADJ dr26xw44r6z 11 38 transmission transmission NOUN dr26xw44r6z 11 39 delay delay NOUN dr26xw44r6z 11 40 , , PUNCT dr26xw44r6z 11 41 while while SCONJ dr26xw44r6z 11 42 ensuring ensure VERB dr26xw44r6z 11 43 the the DET dr26xw44r6z 11 44 asymptotic asymptotic ADJ dr26xw44r6z 11 45 convergence convergence NOUN dr26xw44r6z 11 46 of of ADP dr26xw44r6z 11 47 the the DET dr26xw44r6z 11 48 algorithm algorithm PROPN dr26xw44r6z 11 49 . . PUNCT dr26xw44r6z 12 1 a a DET dr26xw44r6z 12 2 state state NOUN dr26xw44r6z 12 3 - - PUNCT dr26xw44r6z 12 4 dependent dependent ADJ dr26xw44r6z 12 5 lower lower ADV dr26xw44r6z 12 6 bound bind VERB dr26xw44r6z 12 7 on on ADP dr26xw44r6z 12 8 the the DET dr26xw44r6z 12 9 broadcast broadcast NOUN dr26xw44r6z 12 10 period period NOUN dr26xw44r6z 12 11 is be AUX dr26xw44r6z 12 12 also also ADV dr26xw44r6z 12 13 given give VERB dr26xw44r6z 12 14 . . PUNCT dr26xw44r6z 13 1 simulations simulation NOUN dr26xw44r6z 13 2 show show VERB dr26xw44r6z 13 3 that that SCONJ dr26xw44r6z 13 4 all all DET dr26xw44r6z 13 5 proposed propose VERB dr26xw44r6z 13 6 algorithms algorithm NOUN dr26xw44r6z 13 7 reduce reduce VERB dr26xw44r6z 13 8 the the DET dr26xw44r6z 13 9 number number NOUN dr26xw44r6z 13 10 of of ADP dr26xw44r6z 13 11 message message NOUN dr26xw44r6z 13 12 exchanges exchange NOUN dr26xw44r6z 13 13 by by ADP dr26xw44r6z 13 14 up up ADP dr26xw44r6z 13 15 to to PART dr26xw44r6z 13 16 two two NUM dr26xw44r6z 13 17 orders order NOUN dr26xw44r6z 13 18 of of ADP dr26xw44r6z 13 19 magnitude magnitude NOUN dr26xw44r6z 13 20 when when SCONJ dr26xw44r6z 13 21 compared compare VERB dr26xw44r6z 13 22 to to ADP dr26xw44r6z 13 23 existing exist VERB dr26xw44r6z 13 24 dual dual ADJ dr26xw44r6z 13 25 decomposition decomposition NOUN dr26xw44r6z 13 26 algorithms algorithm NOUN dr26xw44r6z 13 27 , , PUNCT dr26xw44r6z 13 28 and and CCONJ dr26xw44r6z 13 29 are be AUX dr26xw44r6z 13 30 scale scale NOUN dr26xw44r6z 13 31 - - PUNCT dr26xw44r6z 13 32 free free ADJ dr26xw44r6z 13 33 with with ADP dr26xw44r6z 13 34 respect respect NOUN dr26xw44r6z 13 35 to to ADP dr26xw44r6z 13 36 two two NUM dr26xw44r6z 13 37 measures measure NOUN dr26xw44r6z 13 38 of of ADP dr26xw44r6z 13 39 network network NOUN dr26xw44r6z 13 40 size.we size.we NUM dr26xw44r6z 13 41 then then ADV dr26xw44r6z 13 42 use use VERB dr26xw44r6z 13 43 the the DET dr26xw44r6z 13 44 optimal optimal ADJ dr26xw44r6z 13 45 power power NOUN dr26xw44r6z 13 46 flow flow NOUN dr26xw44r6z 13 47 ( ( PUNCT dr26xw44r6z 13 48 opf opf ADJ dr26xw44r6z 13 49 ) ) PUNCT dr26xw44r6z 13 50 problem problem NOUN dr26xw44r6z 13 51 in in ADP dr26xw44r6z 13 52 microgrids microgrid NOUN dr26xw44r6z 13 53 as as ADP dr26xw44r6z 13 54 a a DET dr26xw44r6z 13 55 nontrivial nontrivial ADJ dr26xw44r6z 13 56 real real ADJ dr26xw44r6z 13 57 - - PUNCT dr26xw44r6z 13 58 life life NOUN dr26xw44r6z 13 59 example example NOUN dr26xw44r6z 13 60 to to PART dr26xw44r6z 13 61 demonstrate demonstrate VERB dr26xw44r6z 13 62 the the DET dr26xw44r6z 13 63 effectiveness effectiveness NOUN dr26xw44r6z 13 64 of of ADP dr26xw44r6z 13 65 event event NOUN dr26xw44r6z 13 66 - - PUNCT dr26xw44r6z 13 67 triggered trigger VERB dr26xw44r6z 13 68 optimization optimization NOUN dr26xw44r6z 13 69 algorithms algorithm NOUN dr26xw44r6z 13 70 . . PUNCT dr26xw44r6z 14 1 we we PRON dr26xw44r6z 14 2 develop develop VERB dr26xw44r6z 14 3 an an DET dr26xw44r6z 14 4 event event NOUN dr26xw44r6z 14 5 - - PUNCT dr26xw44r6z 14 6 triggered trigger VERB dr26xw44r6z 14 7 distributed distribute VERB dr26xw44r6z 14 8 algorithm algorithm NOUN dr26xw44r6z 14 9 for for ADP dr26xw44r6z 14 10 the the DET dr26xw44r6z 14 11 opf opf ADJ dr26xw44r6z 14 12 problem problem NOUN dr26xw44r6z 14 13 and and CCONJ dr26xw44r6z 14 14 prove prove VERB dr26xw44r6z 14 15 its its PRON dr26xw44r6z 14 16 convergence convergence NOUN dr26xw44r6z 14 17 . . PUNCT dr26xw44r6z 15 1 we we PRON dr26xw44r6z 15 2 use use VERB dr26xw44r6z 15 3 the the DET dr26xw44r6z 15 4 certs cert NOUN dr26xw44r6z 15 5 microgrid microgrid ADJ dr26xw44r6z 15 6 model model NOUN dr26xw44r6z 15 7 as as ADP dr26xw44r6z 15 8 an an DET dr26xw44r6z 15 9 example example NOUN dr26xw44r6z 15 10 power power NOUN dr26xw44r6z 15 11 system system NOUN dr26xw44r6z 15 12 to to PART dr26xw44r6z 15 13 show show VERB dr26xw44r6z 15 14 the the DET dr26xw44r6z 15 15 effectiveness effectiveness NOUN dr26xw44r6z 15 16 of of ADP dr26xw44r6z 15 17 our our PRON dr26xw44r6z 15 18 algorithm algorithm NOUN dr26xw44r6z 15 19 . . PUNCT dr26xw44r6z 16 1 the the DET dr26xw44r6z 16 2 simulation simulation NOUN dr26xw44r6z 16 3 is be AUX dr26xw44r6z 16 4 done do VERB dr26xw44r6z 16 5 in in ADP dr26xw44r6z 16 6 matlab matlab PROPN dr26xw44r6z 16 7 / / SYM dr26xw44r6z 16 8 simpower simpower NOUN dr26xw44r6z 16 9 and and CCONJ dr26xw44r6z 16 10 shows show VERB dr26xw44r6z 16 11 that that SCONJ dr26xw44r6z 16 12 our our PRON dr26xw44r6z 16 13 algorithm algorithm PROPN dr26xw44r6z 16 14 solves solve VERB dr26xw44r6z 16 15 the the DET dr26xw44r6z 16 16 opf opf ADJ dr26xw44r6z 16 17 problem problem NOUN dr26xw44r6z 16 18 in in ADP dr26xw44r6z 16 19 a a DET dr26xw44r6z 16 20 distributed distribute VERB dr26xw44r6z 16 21 way way NOUN dr26xw44r6z 16 22 , , PUNCT dr26xw44r6z 16 23 and and CCONJ dr26xw44r6z 16 24 the the DET dr26xw44r6z 16 25 communication communication NOUN dr26xw44r6z 16 26 between between ADP dr26xw44r6z 16 27 neighboring neighboring NOUN dr26xw44r6z 16 28 subsystems subsystem NOUN dr26xw44r6z 16 29 is be AUX dr26xw44r6z 16 30 very very ADV dr26xw44r6z 16 31 infrequent infrequent ADJ dr26xw44r6z 16 32 . . PUNCT