id sid tid token lemma pos vq27zk54c6m 1 1 this this DET vq27zk54c6m 1 2 dissertation dissertation NOUN vq27zk54c6m 1 3 studies study VERB vq27zk54c6m 1 4 state state NOUN vq27zk54c6m 1 5 estimation estimation NOUN vq27zk54c6m 1 6 ( ( PUNCT vq27zk54c6m 1 7 se se PROPN vq27zk54c6m 1 8 ) ) PUNCT vq27zk54c6m 1 9 and and CCONJ vq27zk54c6m 1 10 scheduling scheduling NOUN vq27zk54c6m 1 11 algorithms algorithm NOUN vq27zk54c6m 1 12 for for ADP vq27zk54c6m 1 13 modeling model VERB vq27zk54c6m 1 14 and and CCONJ vq27zk54c6m 1 15 managing manage VERB vq27zk54c6m 1 16 smarter smart ADJ vq27zk54c6m 1 17 electric electric ADJ vq27zk54c6m 1 18 power power NOUN vq27zk54c6m 1 19 systems system NOUN vq27zk54c6m 1 20 . . PUNCT vq27zk54c6m 2 1 se se PROPN vq27zk54c6m 2 2 is be AUX vq27zk54c6m 2 3 the the DET vq27zk54c6m 2 4 backbone backbone NOUN vq27zk54c6m 2 5 of of ADP vq27zk54c6m 2 6 control control NOUN vq27zk54c6m 2 7 functions function NOUN vq27zk54c6m 2 8 in in ADP vq27zk54c6m 2 9 the the DET vq27zk54c6m 2 10 energy energy NOUN vq27zk54c6m 2 11 management management NOUN vq27zk54c6m 2 12 system system NOUN vq27zk54c6m 2 13 of of ADP vq27zk54c6m 2 14 the the DET vq27zk54c6m 2 15 power power NOUN vq27zk54c6m 2 16 grid grid NOUN vq27zk54c6m 2 17 . . PUNCT vq27zk54c6m 3 1 in in ADP vq27zk54c6m 3 2 this this DET vq27zk54c6m 3 3 dissertation dissertation NOUN vq27zk54c6m 3 4 , , PUNCT vq27zk54c6m 3 5 we we PRON vq27zk54c6m 3 6 consider consider VERB vq27zk54c6m 3 7 se se ADV vq27zk54c6m 3 8 at at ADP vq27zk54c6m 3 9 both both CCONJ vq27zk54c6m 3 10 the the DET vq27zk54c6m 3 11 transmission transmission NOUN vq27zk54c6m 3 12 system system NOUN vq27zk54c6m 3 13 and and CCONJ vq27zk54c6m 3 14 the the DET vq27zk54c6m 3 15 distribution distribution NOUN vq27zk54c6m 3 16 system system NOUN vq27zk54c6m 3 17 . . PUNCT vq27zk54c6m 4 1 although although SCONJ vq27zk54c6m 4 2 se se PROPN vq27zk54c6m 4 3 has have AUX vq27zk54c6m 4 4 been be AUX vq27zk54c6m 4 5 widely widely ADV vq27zk54c6m 4 6 implemented implement VERB vq27zk54c6m 4 7 in in ADP vq27zk54c6m 4 8 the the DET vq27zk54c6m 4 9 transmission transmission NOUN vq27zk54c6m 4 10 systems system NOUN vq27zk54c6m 4 11 , , PUNCT vq27zk54c6m 4 12 deployment deployment NOUN vq27zk54c6m 4 13 of of ADP vq27zk54c6m 4 14 a a DET vq27zk54c6m 4 15 large large ADJ vq27zk54c6m 4 16 number number NOUN vq27zk54c6m 4 17 of of ADP vq27zk54c6m 4 18 phasor phasor NOUN vq27zk54c6m 4 19 measurement measurement NOUN vq27zk54c6m 4 20 units unit NOUN vq27zk54c6m 4 21 ( ( PUNCT vq27zk54c6m 4 22 pmu pmu PROPN vq27zk54c6m 4 23 ) ) PUNCT vq27zk54c6m 4 24 call call NOUN vq27zk54c6m 4 25 for for ADP vq27zk54c6m 4 26 major major ADJ vq27zk54c6m 4 27 changes change NOUN vq27zk54c6m 4 28 in in ADP vq27zk54c6m 4 29 the the DET vq27zk54c6m 4 30 legacy legacy NOUN vq27zk54c6m 4 31 se se PROPN vq27zk54c6m 4 32 algorithms algorithm NOUN vq27zk54c6m 4 33 . . PUNCT vq27zk54c6m 5 1 this this DET vq27zk54c6m 5 2 dissertation dissertation NOUN vq27zk54c6m 5 3 presents present VERB vq27zk54c6m 5 4 a a DET vq27zk54c6m 5 5 reduced reduce VERB vq27zk54c6m 5 6 - - PUNCT vq27zk54c6m 5 7 order order NOUN vq27zk54c6m 5 8 forecasting forecasting NOUN vq27zk54c6m 5 9 - - PUNCT vq27zk54c6m 5 10 aided aid VERB vq27zk54c6m 5 11 state state NOUN vq27zk54c6m 5 12 estimator estimator NOUN vq27zk54c6m 5 13 which which PRON vq27zk54c6m 5 14 effectively effectively ADV vq27zk54c6m 5 15 incorporates incorporate VERB vq27zk54c6m 5 16 pmu pmu ADJ vq27zk54c6m 5 17 measurements measurement NOUN vq27zk54c6m 5 18 with with ADP vq27zk54c6m 5 19 conventional conventional ADJ vq27zk54c6m 5 20 measurements measurement NOUN vq27zk54c6m 5 21 and and CCONJ vq27zk54c6m 5 22 demonstrates demonstrate VERB vq27zk54c6m 5 23 its its PRON vq27zk54c6m 5 24 viability viability NOUN vq27zk54c6m 5 25 through through ADP vq27zk54c6m 5 26 simulations simulation NOUN vq27zk54c6m 5 27 . . PUNCT vq27zk54c6m 6 1 the the DET vq27zk54c6m 6 2 evolution evolution NOUN vq27zk54c6m 6 3 of of ADP vq27zk54c6m 6 4 the the DET vq27zk54c6m 6 5 grid grid NOUN vq27zk54c6m 6 6 towards towards ADP vq27zk54c6m 6 7 a a DET vq27zk54c6m 6 8 smarter smart ADJ vq27zk54c6m 6 9 grid grid NOUN vq27zk54c6m 6 10 will will AUX vq27zk54c6m 6 11 mean mean VERB vq27zk54c6m 6 12 an an DET vq27zk54c6m 6 13 increasing increase VERB vq27zk54c6m 6 14 demand demand NOUN vq27zk54c6m 6 15 for for ADP vq27zk54c6m 6 16 situational situational ADJ vq27zk54c6m 6 17 awareness awareness NOUN vq27zk54c6m 6 18 and and CCONJ vq27zk54c6m 6 19 require require VERB vq27zk54c6m 6 20 se se ADV vq27zk54c6m 6 21 at at ADP vq27zk54c6m 6 22 the the DET vq27zk54c6m 6 23 distribution distribution NOUN vq27zk54c6m 6 24 level level NOUN vq27zk54c6m 6 25 . . PUNCT vq27zk54c6m 7 1 we we PRON vq27zk54c6m 7 2 develop develop VERB vq27zk54c6m 7 3 an an DET vq27zk54c6m 7 4 enhanced enhanced ADJ vq27zk54c6m 7 5 forecasting forecasting NOUN vq27zk54c6m 7 6 - - PUNCT vq27zk54c6m 7 7 aided aid VERB vq27zk54c6m 7 8 state state NOUN vq27zk54c6m 7 9 estimation estimation NOUN vq27zk54c6m 7 10 ( ( PUNCT vq27zk54c6m 7 11 fase fase NOUN vq27zk54c6m 7 12 ) ) PUNCT vq27zk54c6m 7 13 algorithm algorithm NOUN vq27zk54c6m 7 14 that that PRON vq27zk54c6m 7 15 incorporates incorporate VERB vq27zk54c6m 7 16 forecasting forecasting NOUN vq27zk54c6m 7 17 - - PUNCT vq27zk54c6m 7 18 aided aid VERB vq27zk54c6m 7 19 topology topology NOUN vq27zk54c6m 7 20 change change NOUN vq27zk54c6m 7 21 detection detection NOUN vq27zk54c6m 7 22 and and CCONJ vq27zk54c6m 7 23 an an DET vq27zk54c6m 7 24 event event NOUN vq27zk54c6m 7 25 - - PUNCT vq27zk54c6m 7 26 triggered trigger VERB vq27zk54c6m 7 27 recursive recursive ADJ vq27zk54c6m 7 28 bayesian bayesian ADJ vq27zk54c6m 7 29 estimator estimator NOUN vq27zk54c6m 7 30 to to PART vq27zk54c6m 7 31 identify identify VERB vq27zk54c6m 7 32 the the DET vq27zk54c6m 7 33 correct correct ADJ vq27zk54c6m 7 34 topology topology NOUN vq27zk54c6m 7 35 of of ADP vq27zk54c6m 7 36 the the DET vq27zk54c6m 7 37 distribution distribution NOUN vq27zk54c6m 7 38 network network NOUN vq27zk54c6m 7 39 . . PUNCT vq27zk54c6m 8 1 simulation simulation NOUN vq27zk54c6m 8 2 studies study NOUN vq27zk54c6m 8 3 with with ADP vq27zk54c6m 8 4 microgrid microgrid ADJ vq27zk54c6m 8 5 - - PUNCT vq27zk54c6m 8 6 induced induce VERB vq27zk54c6m 8 7 changes change NOUN vq27zk54c6m 8 8 are be AUX vq27zk54c6m 8 9 presented present VERB vq27zk54c6m 8 10 to to PART vq27zk54c6m 8 11 illustrate illustrate VERB vq27zk54c6m 8 12 the the DET vq27zk54c6m 8 13 effectiveness effectiveness NOUN vq27zk54c6m 8 14 of of ADP vq27zk54c6m 8 15 the the DET vq27zk54c6m 8 16 proposed propose VERB vq27zk54c6m 8 17 algorithm algorithm NOUN vq27zk54c6m 8 18 . . PUNCT vq27zk54c6m 9 1 this this DET vq27zk54c6m 9 2 dissertation dissertation NOUN vq27zk54c6m 9 3 also also ADV vq27zk54c6m 9 4 considers consider VERB vq27zk54c6m 9 5 the the DET vq27zk54c6m 9 6 problem problem NOUN vq27zk54c6m 9 7 of of ADP vq27zk54c6m 9 8 optimizing optimize VERB vq27zk54c6m 9 9 the the DET vq27zk54c6m 9 10 charging charging NOUN vq27zk54c6m 9 11 of of ADP vq27zk54c6m 9 12 plug plug NOUN vq27zk54c6m 9 13 - - PUNCT vq27zk54c6m 9 14 in in ADP vq27zk54c6m 9 15 hybrid hybrid ADJ vq27zk54c6m 9 16 electric electric ADJ vq27zk54c6m 9 17 vehicles vehicle NOUN vq27zk54c6m 9 18 ( ( PUNCT vq27zk54c6m 9 19 phevs phevs NOUN vq27zk54c6m 9 20 ) ) PUNCT vq27zk54c6m 9 21 with with ADP vq27zk54c6m 9 22 a a DET vq27zk54c6m 9 23 centralized centralized ADJ vq27zk54c6m 9 24 controller controller NOUN vq27zk54c6m 9 25 . . PUNCT vq27zk54c6m 10 1 as as ADP vq27zk54c6m 10 2 the the DET vq27zk54c6m 10 3 penetration penetration NOUN vq27zk54c6m 10 4 level level NOUN vq27zk54c6m 10 5 of of ADP vq27zk54c6m 10 6 phevs phevs PRON vq27zk54c6m 10 7 increases increase NOUN vq27zk54c6m 10 8 , , PUNCT vq27zk54c6m 10 9 their their PRON vq27zk54c6m 10 10 charging charging NOUN vq27zk54c6m 10 11 will will AUX vq27zk54c6m 10 12 become become VERB vq27zk54c6m 10 13 more more ADV vq27zk54c6m 10 14 stressful stressful ADJ vq27zk54c6m 10 15 to to ADP vq27zk54c6m 10 16 the the DET vq27zk54c6m 10 17 distribution distribution NOUN vq27zk54c6m 10 18 system system NOUN vq27zk54c6m 10 19 . . PUNCT vq27zk54c6m 11 1 in in ADP vq27zk54c6m 11 2 our our PRON vq27zk54c6m 11 3 studies study NOUN vq27zk54c6m 11 4 here here ADV vq27zk54c6m 11 5 , , PUNCT vq27zk54c6m 11 6 we we PRON vq27zk54c6m 11 7 concentrate concentrate VERB vq27zk54c6m 11 8 on on ADP vq27zk54c6m 11 9 phev phev PROPN vq27zk54c6m 11 10 charging charge VERB vq27zk54c6m 11 11 in in ADP vq27zk54c6m 11 12 public public ADJ vq27zk54c6m 11 13 infrastructures infrastructure NOUN vq27zk54c6m 11 14 , , PUNCT vq27zk54c6m 11 15 such such ADJ vq27zk54c6m 11 16 as as ADP vq27zk54c6m 11 17 shared share VERB vq27zk54c6m 11 18 parking parking NOUN vq27zk54c6m 11 19 lots lot NOUN vq27zk54c6m 11 20 in in ADP vq27zk54c6m 11 21 commercial commercial ADJ vq27zk54c6m 11 22 office office NOUN vq27zk54c6m 11 23 campuses campus NOUN vq27zk54c6m 11 24 and and CCONJ vq27zk54c6m 11 25 shopping shopping NOUN vq27zk54c6m 11 26 malls mall NOUN vq27zk54c6m 11 27 . . PUNCT vq27zk54c6m 12 1 in in ADP vq27zk54c6m 12 2 such such ADJ vq27zk54c6m 12 3 clustered clustered ADJ vq27zk54c6m 12 4 scenarios scenario NOUN vq27zk54c6m 12 5 , , PUNCT vq27zk54c6m 12 6 phev phev PROPN vq27zk54c6m 12 7 charging charge VERB vq27zk54c6m 12 8 demand demand NOUN vq27zk54c6m 12 9 can can AUX vq27zk54c6m 12 10 vary vary VERB vq27zk54c6m 12 11 significantly significantly ADV vq27zk54c6m 12 12 and and CCONJ vq27zk54c6m 12 13 stochastically stochastically ADV vq27zk54c6m 12 14 with with ADP vq27zk54c6m 12 15 time time NOUN vq27zk54c6m 12 16 , , PUNCT vq27zk54c6m 12 17 and and CCONJ vq27zk54c6m 12 18 the the DET vq27zk54c6m 12 19 overall overall ADJ vq27zk54c6m 12 20 system system NOUN vq27zk54c6m 12 21 performance performance NOUN vq27zk54c6m 12 22 is be AUX vq27zk54c6m 12 23 a a DET vq27zk54c6m 12 24 trade trade NOUN vq27zk54c6m 12 25 - - PUNCT vq27zk54c6m 12 26 off off NOUN vq27zk54c6m 12 27 between between ADP vq27zk54c6m 12 28 the the DET vq27zk54c6m 12 29 peak peak NOUN vq27zk54c6m 12 30 load load NOUN vq27zk54c6m 12 31 on on ADP vq27zk54c6m 12 32 the the DET vq27zk54c6m 12 33 distribution distribution NOUN vq27zk54c6m 12 34 system system NOUN vq27zk54c6m 12 35 and and CCONJ vq27zk54c6m 12 36 the the DET vq27zk54c6m 12 37 consumer consumer NOUN vq27zk54c6m 12 38 specified specify VERB vq27zk54c6m 12 39 deadlines deadline NOUN vq27zk54c6m 12 40 that that PRON vq27zk54c6m 12 41 are be AUX vq27zk54c6m 12 42 met meet VERB vq27zk54c6m 12 43 successfully successfully ADV vq27zk54c6m 12 44 . . PUNCT vq27zk54c6m 13 1 in in ADP vq27zk54c6m 13 2 these these DET vq27zk54c6m 13 3 scenarios scenario NOUN vq27zk54c6m 13 4 , , PUNCT vq27zk54c6m 13 5 centralized centralized ADJ vq27zk54c6m 13 6 scheduling scheduling NOUN vq27zk54c6m 13 7 of of ADP vq27zk54c6m 13 8 charging charging NOUN vq27zk54c6m 13 9 will will AUX vq27zk54c6m 13 10 be be AUX vq27zk54c6m 13 11 beneficial beneficial ADJ vq27zk54c6m 13 12 , , PUNCT vq27zk54c6m 13 13 unlike unlike ADP vq27zk54c6m 13 14 distributed distribute VERB vq27zk54c6m 13 15 residential residential ADJ vq27zk54c6m 13 16 charging charging NOUN vq27zk54c6m 13 17 . . PUNCT vq27zk54c6m 14 1 in in ADP vq27zk54c6m 14 2 this this DET vq27zk54c6m 14 3 dissertation dissertation NOUN vq27zk54c6m 14 4 , , PUNCT vq27zk54c6m 14 5 we we PRON vq27zk54c6m 14 6 show show VERB vq27zk54c6m 14 7 that that SCONJ vq27zk54c6m 14 8 centralized centralized ADJ vq27zk54c6m 14 9 scheduling scheduling NOUN vq27zk54c6m 14 10 algorithms algorithm NOUN vq27zk54c6m 14 11 can can AUX vq27zk54c6m 14 12 help help VERB vq27zk54c6m 14 13 the the DET vq27zk54c6m 14 14 parking parking NOUN vq27zk54c6m 14 15 lot lot NOUN vq27zk54c6m 14 16 owner owner NOUN vq27zk54c6m 14 17 to to PART vq27zk54c6m 14 18 balance balance VERB vq27zk54c6m 14 19 distribution distribution NOUN vq27zk54c6m 14 20 system system NOUN vq27zk54c6m 14 21 load load NOUN vq27zk54c6m 14 22 with with ADP vq27zk54c6m 14 23 quality quality NOUN vq27zk54c6m 14 24 of of ADP vq27zk54c6m 14 25 charging charge VERB vq27zk54c6m 14 26 service service NOUN vq27zk54c6m 14 27 . . PUNCT