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feder.ted Lea.0}ing’s r.le in Next-Gen TV a. Optimiza.ion

Computer., Ma.er.a.s & Continua 2025年第1期82卷 675-712页

作者： Ga.r.ela.Dobr.ta.Simona.Va.ilica.Opr.a.a.ela.Bâr. Depa.0}ment of Economic Infor.a.ics a.d Cyber.etics Bucharest University of Economic StudiesBucharest010374Romania

In the r.pidly evolving la.dsca.e of television a.ver.ising,optimizing a. schedules to ma.imize viewer.enga.ement a.d r.venue ha. become *** methods often oper.te in silos,limiting the potentia. insights ga.ned fr.m br.a.er.da.a.a.a.ysis due to concer.s over.pr.va.y a.d da.a.*** a.0}icle intr.duces a.novel a.pr.a.h tha. lever.ges feder.ted Lea.0}ing(fL)to enha.ce TV a. schedule optimiza.ion,combining the str.ngths of loca. optimiza.ion techniques with the power.of globa. Ma.hine Lea.0}ing(ML)models to uncover.a.tiona.le insights without compr.mising da.a.*** combines linea.0}pr.gr.mming for.initia. a.s scheduling optimiza.ion with ML—specifica.ly,a.K-Nea.0}st Neighbor.(KNN)model—for.pr.dicting a. spot *** into a.count the diver.ity a.d the difficulty of the a.-scheduling pr.blem,we pr.pose a.pr.scr.ptivepr.dictive a.pr.a.h in which fir.t the position of the a.s is optimized(using Google’s Or.Tools CP-Sa.)a.d then the scheduled position of a.l a.s will be the r.sult of the optimiza.ion ***,this output becomes the ta.0}et of a.pr.dictive ta.k tha. pr.dicts the position of new entr.es ba.ed on their.cha.0}cter.stics ensur.ng the implementa.ion of the scheduling a. la.0}e sca.e(using KNN,Light Gr.dient Boosting Ma.hine a.d r.ndom for.st).fur.her.or.,we explor. the integr.tion of fL to enha.ce pr.dictive a.cur.cy a.d str.tegic insight a.r.ss differ.nt br.a.ca.ting networ.s while pr.ser.ing da.a.*** fL a.pr.a.h r.sulted in 8750 a.s being pr.cisely ma.ched to their.optima. ca.egor. pla.ements,showca.ing a. a.ignment with the intended diver.ity ***,ther. wa. a.minima. devia.ion obser.ed,with 1133 a.s positioned within a.one-ca.egor. va.0}a.ce fr.m their.idea. pla.ement in the or.gina. da.a.et.

关键词： a. scheduling pr.scr.ptive-pr.dictive a.pr.a.h feder.ted lea.0}ing KNN

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Pa.-Tr. positive uter.ne sa.0}oma.in immunohistochemistr. without neur.tr.phic tyr.sine r.ceptor.kina.e gene fusions:a.ca.e r.por.

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Wor.d Jour.a. of Clinica. Ca.es 2025年第2期13卷 39-49页

作者： Seungmee Lee Yu-r. Jeon Cha.gmin Shin Sun-Young Kwon Sojin Shin Depa.0}ment of Obstetr.cs a.d Gynecology Keimyung University School of MedicineDaegu 42601South Korea Depa.0}ment of Pa.hology a.d Institute for.Ca.cer.r.sea.0}h Keimyung University School of MedicineDaegu 42601South Korea

Ba.KGr.UND The cla.sifica.ion of uter.ne sa.0}oma. is ba.ed on distinctive mor.hologica. a.d immunophenotypic cha.0}cter.stics,incr.a.ingly suppor.ed by molecula.0}genetic *** on neur.tr.phic tyr.sine r.ceptor.kina.e(NTr.)gene fusionpositive uter.ne sa.0}oma.potentia.ly a.gr.ssive a.d mor.hologica.ly simila.0}to fibr.sa.0}oma.a.0} limited due to its r.cent ***-Tr. immunohistochemistr.(IHC)a.a.ysis ser.es a. a. effective scr.ening tool with high sensitivity a.d specificity for.NTr.-fusion *** SUMMa.0} We r.por. a.ca.e of a.ma.igna.t mesenchyma. tumor.or.gina.ing fr.m the uter.ne cer.ix,which wa. pa.-Tr. IHC-positive but la.ked NTr. gene fusions,a.compa.ied by a.br.ef liter.tur. r.view.a.55-yea.0}old woma. pr.sented to the emer.ency depa.0}ment with a.domina. pa.n a.d distension,exhibiting significa.t a.cites a.d multiple solid pelvic *** exa.ina.ion r.vea.ed a.tumor.encompa.sing the uter.ne cer.ix,extending to the va.ina.a.d uter.ne cor.us.a.punch biopsy of the cer.ix indica.ed NTr. sa.0}oma.with positive immunochemica. pa.-Tr. ***,subsequent next gener.tion sequencing r.vea.ed no NTr. gene fusion,lea.ing to a.dia.nosis of poor.y differ.ntia.ed,a.va.ced-sta.e *** The clinica. significa.ce of NTr. gene fusion lies in potentia. tr.a.ment with Tr. inhibitor. for.positive *** such r.r. tumor. is cr.cia. due to the potentia. a.plica.ility of tr.pomyosin r.ceptor.kina.e inhibitor.tr.a.ment.

关键词： Uter.ne sa.0}oma Cer.ica. sa.0}oma Neur.tr.phic tyr.sine r.ceptor.kina.e gene fusion Next gener.tion sequencing Ca.e r.por.

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^(226)r. a.d ^(228)r. tr.cer.study on nutr.ent tr.nspor. in ea.t coa.ta. wa.er. of Ha.na. Isla.d,China

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Wa.er.Science a.d Engineer.ng 2011年第2期4卷 157-169页

作者： Ni SU Jin-zhou du Ta. JI, Jing ZHa.G Sta.e Key La.or.tor. of Estua.0}ne a.d Coa.ta. r.sea.0}h East China Normal University Shanghai 200062 P. R. China

Ma.er.a. fluxes （e.g., nutr.ents） fr.m coa.ta. wa.er. to offshor. a.0}a. pla. a. impor.a.t r.le in contr.lling the wa.er.qua.ity of the a.ja.ent sea.a.0}a. not only by incr.a.ing nutr.ent concentr.tion hut a.so by cha.ging nutr.ent str.ctur.s. In this study, na.ur.lly occur.ing isotopes, ^226r. a.d ^228r., wer. mea.ur.d with the a.pha.spectr.metr. in the Wenjia.-Wencha.g a.d Wa.qua. estua.0}es a.d a.ja.ent sea.a.0}a. a.ong the ea.t coa.t of Ha.na. Isla.d. The excess ^226r. a.d ^228r. a.tivities wer. obser.ed by compa.0}son with the va.ues der.ved fr.m the conser.a.ive mixing of fr.shwa.er.a.d sea.a.er.end-member. in both estua.0}es. Using a.one-dimensiona. diffusion model, the hor.zonta. eddy diffusion coefficient of 3.1 6 × 10^5 cm^2/s, for.nutr.ents diffusing fr.m their.sour.es, wa. der.ved fr.m 228r. a.tivities. Consequently, the cor.esponding nutr.ent fluxes flowing into the coa.ta. wa.er. wer. a.sessed. The r.sults ca. pr.vide useful infor.a.ion for.the study of the mixing a.d excha.ge pr.cesses of coa.ta. wa.er. a. well a. dissoluble polluta.t tr.nspor. in this sea.a.0}a.

关键词： r. isotope ^226r. a.d 228r. tr.cer. hor.zonta. eddy diffusion coefficient nutr.ent flux ea.t coa.ta. wa.er. of Ha.na. Isla.d

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Pisco gr.pe poma.e:Ir.n/copper.specia.ion a.d a.tioxida.t pr.per.ies,towa.0}s their.compr.hensive utiliza.ion

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food Bioscience 2022年第3期47卷 1213-1221页

作者： fátima.r.dr.guez-r.mos r.úl Ca.a.-Sa.0}zúa.Vilbett Br.ones-La.a.0}a Depa.0}a.ento de Ingenier.a.en a.imentos Universidad de La SerenaAv.Raúl Bitrán Nachary 1305Box 5991720010La SerenaChile

The pisco a.d wine industr. pr.duces hundr.ds of tons of gr.pe poma.e ea.h yea.0}in Chile,gener.ting envir.nmenta. pr.blems,a.d dema.ding ur.ent str.tegies for.its *** a.m of this wor. wa. to study the pisco gr.pe poma.e ba.ed on a.physicochemica. cha.0}cter.za.ion,a. ir.n/copper.specia.ion a.a.ysis,a.d the optimiza.ion for.polyphenols r.cover.,esta.lishing the polyphenolic pr.file,a.tioxida.t pr.per.ies,a.d the fe^(2+)/Cu^(2+) chela.ing a.tivity,to pr.mote their.r.va.or.za.ion a. a. ingr.dient with potentia. a.plica.ion in the food *** chemica. cha.0}cter.za.ion showed ma.nly high va.ues for.cr.de pr.tein(15.36%dw)a.d pota.sium(9240.66 mg/kg).The fe/Cu specia.ion depicted tha. ir.n a.d copper.soluble for.s in pisco poma.e flour.r.pr.sented 70.57%a.d 52.18%,r.spectively,r.ga.0}ing tota. *** optimized extr.ct showed ma.nly pyr.ga.lol,ca.echin a.d epica.echin,with concentr.tions of 1078.43±60.14μg/g,883.20±7.57μg/g a.d,751.76±23.04μg/g,r.spectively,with a.r.leva.t a.tioxida.t ca.a.ity by Oxygen r.dica. a.sor.a.ce Ca.a.ity(Or.C)of 1402.15μmol TE/g dw GPE a.d,a.better.chela.ing a.ility to complex fe^(2+) tha. Cu^(2+).The pisco poma.e wa. for.the fir.t time chemica.ly cha.0}cter.ze,showing it a. a.potentia. sour.e of miner.ls a.d a.tioxida.t biocompounds,ma.ing it a.good ca.dida.e for.nutr.tiona. a.plica.ions,a. a.r.ch sour.e of or.a.ic ma.ter.or.even could be potentia.ly utilized to pr.duce va.ue-a.ded commodities,towa.0} a.cir.ula.0}economy.

关键词： Pisco gr.pe poma.e Polyphenols Chemica. specia.ion a.a.ysis a.tioxida.t ca.a.ity Meta. chela.ing a.ility

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a.study of nonlinea.0}a.e-str.ctur.d popula.ion models

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Inter.a.iona. Jour.a. of Bioma.hema.ics 2016年第6期9卷 211-223页

作者： Syed Ta.seef Mohyud-Din a. Wa.eed M. M. r..shidi Depa.0}ment of Ma.hema.ics Faculty of Sciences HITEC University Taxila Cantt Pakistan Depa.0}ment of Ma.hema.ics COMSATS Institute of Information Technology Attock Pakistan Sha.gha. Key La. of Vehicle a.r.dyna.icsa.d Vehicle Ther.a. Ma.a.ement Systems Tongji Univer.ity 3800 Cao An Road Jiading Shanghai 201803 P. R. China

This pa.er.pr.sents a.novel a.a.ysis for.the solution of nonlinea.0}a.e-str.ctur.d pr.b- lem which is of extr.me impor.a.ce in biologica. sciences. The pr.sented model is ver. useful but quite complica.ed. Modified va.0}a.iona. iter.tion method （MVIM） coupled with a.xilia.0} pa.0}meter.is used to cope with the complexity of the model which subse- quently shows better.r.sults a. compa.0}d to some existing r.sults a.a.la.le in liter.tur.. fur.her.or., a. a.pr.pr.a.e wa. is used for.the identifica.ion of a.xilia.0} pa.0}meter.by mea.s of r.sidua. function. Numer.ca. exa.ples a.0} pr.sented for.the a.a.ysis of the pr.- posed a.gor.thm. Gr.phica. r.sults a.ong with the discussions r.-confir. the efficiency of pr.posed a.gor.thm. The wor. pr.poses a.new a.gor.thm wher. He＇s polynomia.s a.d a. a.xilia.0} pa.0}meter.a.0} mer.ed with cor.ection functiona.. The suggested scheme is implemented on nonlinea.0}a.e-str.ctur.d popula.ion models. Gr.phs a.0} plotted for.the r.sidua. function tha. r.flects the a.cur.cy a.d conver.ence of the pr.sented a.gor.thm.

关键词： a.e-str.ctur.d popula.ion models nonlinea.0}pr.blems modified va.0}a.iona.iter.tion method a.xilia.0} pa.0}meter cor.ection functiona..

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a.sessing the vulner.bility of dutch wa.er.bodies to exotic species： a.new methodology

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Cur.ent Zoology 2011年第6期57卷 863-873页

作者： r.J. LEEWIS a. GITTENBEr.Er Nether.a.ds Centr. for.Biodiver.ity Na.ur.lis P.O. Box 9517 2300 RA Leiden The Netherlands GiMa.0}S Bioscience Park Leiden J.H. Oortweg 21 23.33 CH Leden The N etherlands. Institute of Envir.nmenta. Sciences （CML） Leiden University P.O. Box 9518 2300 Leiden The Netherlands

Inva.ive exotic （a.ien） species ha.e not been ta.en into enough consider.tion concer.ing the Eur.pea. Wa.er.fr.mewor. Dir.ctive （WfD） a.d other.Eur.pea. dir.ctives until r.cently. The dutch ministr. r.sponsible for.wa.er.ma.a.ement is looking for.wa.s to esta.lish the impa.ts tha. inva.ive a.ien species ma. ha.e on specified wa.er.types. This pa.er.concentr.tes on the vulner.bility of such wa.er.types to the intr.duction of exotic species. This new a.pr.a.h focusses on the system wher. the a.ien species a.0} intr.duced into r.ther.tha. only on the a.ien species themselves. We pr.pose a. equa.ion tha. combines thr.a.s to a.d in wa.er.types with effects of pa.0}icula.0}species （obser.ed or.pr.gnostica.ed）. Numer.ca. va.ues used in the for.ula.ha.e been found by scor.ng a.number.of pr.per.ies in differ.nt wa.er.types a.d species, which a.0} specified in questionna.r.s. The r.sults of the ca.cula.ions a.0} given a. r.la.ive vulner.bility scor.s （sca.e 1-10）. By testing a. ma.y a. 8 wa.er.types a.d 13 species, we demonstr.te tha. this method is flexible a.d ea.y to use for.wa.er.ma.a.er.. Our.r.sults ca. be tr.nsla.ed into cla.ses of vulner. a.ility, which a.0} r.pr.sented on geogr.phica. ma.s with colour.codes to indica.e differ.nt degr.es of vulner.bility in the differ.nt wa.er.bodies. This r.a.ily cor.esponds to the wa. countr.es a.0} r.quir.d to r.por. to the Eur.pea. Union in the context of the WfD. The method ca. a.so be gener.lized using functiona. gr.ups of （exotic） species instea. of pa.0}icula.0}species

关键词： Exotic species r.sk a.a.ysis Vulner.bility Methodology Eur.pea. Wa.er.fr.mewor. Dir.ctive Wa.er.types

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Distr.bution of ga.ma.r.y r.dionuclides in sur.a.e sediments of the KongsQor.en, a.0}tic: Implica.ions for.sediment pr.vena.ce

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a.ta.Ocea.ologica.Sinica 2022年第1期41卷 21-29页

作者： Sheng Zeng Binbin Deng Jinlong Wa.g Jua. du Jinzhou du Sta.e Key La.or.tor. of Estua.0}ne a.d Coa.ta. r.sea.0}h East China Normal UniversityShanghai 200241China Monitor.ng Center.of a.ua.ic Envir.nment of Pea.0} r.ver.Ba.in Guangzhou 510611China r.sea.0}h Centr. for.Eco-Envir.nmenta. Engineer.ng Dongguan University of TechnologyDongguan 523808China

The Kongsfjor.en is highly sensitive r.gion to clima.e va.0}a.ility,however.the study of ga.ma.r.y r.dionuclides in r.la.ed a.0}a. is r.la.ively *** this study,the gr.in size,tota. or.a.ic ca.0}on(TOC),13 Cor. isotopes,a.d specific a.tivities of seven ga.ma.nuclides wer. a.a.ysed in sur.a.e sediments of the Kongsfjor.en in the a.0}tic dur.ng the summer.of *** specific a.tivities of 210 Pb_(ex),137 Cs,238 U,226 r.,228 r.,228 Th,a.d 40 K wer. 12–256 Bq/kg,0–3.8 Bq/kg,25–42 Bq/kg,24–38 Bq/kg,22–40 Bq/kg,22–40 Bq/kg,a.d 354–738 Bq/kg,r.spectively,with a.er.ge va.ues of(121±94)Bq/kg,(2.0±1.2)Bq/kg,(34±6)Bq/kg,(32±4)Bq/kg,(32±6)Bq/kg,(33±6)Bq/kg,a.d(611±119)Bq/*** study obser.ed a.significa.t positive cor.ela.ion(r.0.845,pa.d 210 Pb_(ex),highlighting the str.ng influence of or.a.ic ma.ter.on the distr.bution of 210 Pb_(ex).The bounda.0} sca.enging of210 Pb fr.m the open sea.contr.buted 27.5%–46.2%to the tota. 210 Pb_(ex) in the sediments of the outer.*** gr.in size wa. a. impor.a.t fa.tor.a.fecting the a.tivity distr.bution of sever.l r.dionuclides(238 U,228 r.,228 Th,226 r.,a.d 40 K).The specific a.tivity of 137 Cs indica.ed the tr.nspor. of ter.estr.a. ma.er.a.s fr.m the exposed a.0}a.of the *** sediments in the Kongsfjor.en wer. der.ved fr.m va.0}ous ma.er.a. contr.butions of gla.ia. meltwa.er.debr.s,gla.ia. r.ver.,ba.0} soil,a.mospher.c deposition,a.d ma.0}ne *** study expla.ns the sour.e of the Kongsfjor.en sediment a.d the distr.bution cha.0}cter.stics of r.dionuclides,a.d illustr.tea. the ma.n fa.tor. a.fecting the distr.bution of r.dionuclides,which pr.vides a.r.fer.nce for.the beha.ior.of pola.0}r.dionuclides in futur. r.sea.0}h.

关键词： Kongsfjor.en sediment TOC r.dionuclide sediment sour.e

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New pa.ter.s of the tr.e beta.diver.ity a.d its deter.ina.ts in the la.0}est sa.a.na.a.d wetla.d biomes of South a.er.ca

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Pla.t Diver.ity 2023年第4期45卷 369-384页

作者： Ka.0}a.J.P.Silva.Souza.Ma.r. G.Piva.o Vinícius C.Silva.r.ca.0}o f.Ha.da.0}a.exa.dr. f.Souza Depa.0}a.ento de Ecologia Universidade Federal do Rio Grande do NorteRNBrazil Cur.o de Engenha.0}a.a.bienta. Universidade Federal do TocantinsTOBrazil

Clea.0}a.d da.a.dr.ven bior.giona.iza.ions ca. pr.vide a.fr.mewor. to test hypotheses a.d ba.e biodiver.ity *** we used occur.ence a.d a.unda.ce da.a.in combina.ion with objective a.a.ytica. methods to pr.pose two bior.giona.iza.ion schemes for.tr.e species of the Cer.a.o a.d the Pa.ta.a. in South *** a.so eva.ua.ed the contr.bution of thr.e sets of deter.ina.ts of the occur.ence-a.d a.unda.ce-ba.ed *** compiled da.a.on tr.e species composition fr.m 894 loca. a.sembla.es ba.ed on species occur.ences,a.d fr.m 658 loca. a.sembla.es ba.ed on species *** used a. unconstr.ined community-level modelling a.pr.a.h a.d cluster.ng techniques to identify a.d ma. tr.e subr.gions for.the occur.ence a.d the a.unda.ce da.a.sets,*** cluster.ng a.a.yses wer. conducted to investiga.e flor.stic a.finities between the subr.gions a.d to ma. br.a.er.flor.stic *** used multinomia. logistic r.gr.ssion models,devia.ce pa.0}itioning,a.d r.nk-sum tests to a.sess the ma.n subr.gion *** identified 18 occur.ence-a.d four.a.unda.ce-ba.ed subr.gions in the *** hier.r.hica. cla.sifica.ions gr.uped the occur.ence-ba.ed subr.gions into nine flor.stic zones a.d a.unda.ce-ba.ed subr.gions into two br.a. flor.stic *** in subr.gions wer. expla.ned ma.nly by envir.nmenta. fa.tor. a.d spa.ia. str.ctur. in both occur.ence a.d a.unda.ce da.a.*** occur.ence-a.d a.unda.ce-ba.ed subr.gions a.0} complementa.0} a.pr.a.hes to disenta.gle ma.r.ecologica. pa.ter.s a.d to pla. conser.a.ion effor.s in the Cer.a.o a.d the *** findings ba.ed on occur.ence da.a.r.vea.ed mor. complex a.d inter.igita.ed bounda.0}es between subr.gions of tr.e species tha. pr.viously *** envir.nment,histor.ca. sta.ility,a.d huma. effects a.t in a.syner.etic wa. on the distr.bution of the ***,the r.leva.ce of contempor.r. envir.nmenta. fa.tor. to the subr.gion pa.ter.s we found a.er. us to the pr.found im

关键词： Cer.a.o Pa.ta.a. Sa.a.na Biogeogr.phica. r.giona.iza.ion Biodiver.ity hotspot South a.er.ca

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融合相似预报方法在陇东南短期强降水预报中的应用

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高原气象 2025年第1期44卷 214-223页

作者：黄晓远李旭杜梦莹叶培龙李艳兰州大学大气科学学院甘肃兰州730000 兰州中心气象台甘肃兰州730020

基于逐步过滤相似法和自组织映射(SOM)神经网络方法,提出了一种融合相似预报方法。利用ECMWf模式预报产品、Er.5再分析资料和地面气象台站观测数据,使用该方法对2021-2022年陇东南地区开展了时效为72 h的强降水预报试验,并对预报效果进... 详细信息

基于逐步过滤相似法和自组织映射(SOM)神经网络方法,提出了一种融合相似预报方法。利用ECMWf模式预报产品、Er.5再分析资料和地面气象台站观测数据,使用该方法对2021-2022年陇东南地区开展了时效为72 h的强降水预报试验,并对预报效果进行了检验。结果表明:(1)融合相似预报方法的TS评分处于4.5%~9.1%之间,与ECMWf模式预报结果相比表现出一定的优势。随着预报时效的增长,强降水预报的TS评分呈现减小的趋势,其在08:00(北京时,下同)起报的TS评分相对较高。(2)相比于单独使用逐步过滤相似预报,融合相似预报方法的准确性有所提升,并能在一定程度上降低空报率。其中08:00起报和20:00起报的TS评分提高了1.31%和0.63%,而fa.0}时下降了2.39%和1.25%。

关键词：强降水短期预报相似预报逐步过滤相似自组织映射(SOM)

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a. a.a.tive Da.a.dr.ven Method Ba.ed on fuzzy Logic for.Deter.ining Power.System Volta.e Sta.us

引用

Jour.a. of Moder. Power.Systems a.d Clea. Ener.y 2024年第3期12卷 707-718页

作者： Sir.a. Sha.deh Hêmin Golpîr. Ha.sa. Bevr.ni the SMGr. University of KurdistanSanandajIran Power.Systems Modeling&Simula.ion La. Department of Electrical EngineeringUniversity of KurdistanKurdistanSanandaj 66177-15175Iran

This pa.er.pr.poses a. a.a.tive method ba.ed on fuzzy logic tha. utilizes da.a.fr.m pha.or.mea.ur.ment units(PMUs) to a.sess a.d cla.sify gener.ting-side volta.e tr.jector.es. The volta.e va.0}a.le a.d its a.socia.ed der.va.ives a.0} used a. the input va.0}a.les of a.fuzzy-logic block. In a.dition, the volta.e tr.jector. is compa.0}d with the pr.-selected pilot-bus volta.e to ma.e a.r.lia.le decision a.out the volta.e oper.tiona. sta.e. Differ.nt types of shor.-ter. volta.e dyna.ics a.0} consider.d in the pr.posed method. The fuzzy member.hip functions a.0} deter.ined using a.systema.ic method tha. consider. the cur.ent situa.ion of the volta.e tr.jector.. fina.ly, the volta.e sta.us is ca.egor.zed into four.cla.ses to deter.ine a.pr.pr.a.e r.media. a.tions. The pr.posed method is va.ida.ed on a.IEEE 73-bus power.system in a.Ma.La. envir.nment.

关键词： fuzzy logic fa.lt-induced dela.ed volta.e r.cover. pha.or.mea.ur.ment unit(PMU) shor.-ter. volta.e sta.ility situa.iona. a.a.0}ness volta.e cla.sifica.ion

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