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Experim.nta. va.ida.ion of double-fed induction genera.or in oscilla.ing wa.er colum. using circula.ory system.ba.ed optim.za.ion

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CLEa. ENERGY 2024年第2期8卷 127-143页

作者： Elna.hi, Ba.em.E. Ism.iel, a.m.d m. a.del-Ka.er, Fa.hy El Sa.ed m.ha.0}ed, Reha.0}H. a.elwha., m. N. Suez Ca.a. Univ Elect Power & Machine Dept Ismailia Egypt m.noufia.Univ Fac Engn Elect Machine & Power Dept Menoufia Egypt Suez Ca.a. Univ Comp & Control Dept Ismailia Egypt

This pa.er va.ida.es the optim.l opera.ion for a.grid-connected double-fed induction genera.or (DFIG) in a. oscilla.ing wa.er colum. power pla.t (OWCPP). This study presents a.novel optim.za.ion technique ca.led the circula.ory system.ba.ed optim.za.ion (CSBO) a.proa.h to develop six a.a.tive fuzzy logic controllers (a.LCs) with 30 pa.a.0}ters a.d com.a.e them.to cha.tic-billia.ds optim.za.ion (C-BO) a.d genetic a.gorithm.(Ga.. The proposed controller is a.so com.a.ed with a.proportiona.-integra. differentia. (PID) controller ba.ed on a.self-a.a.tive globa.-best ha.m.ny sea.ch (SGHS). CSBO-ba.ed a.LCs a.e fully investiga.ed under different scena.ios a.d experim.nted with using a.rea.-tim. interfa.e DSP1104. The results of using CSBO-a.LCs revea.ed a.fa.t tim. response, fa.t convergence, less overshoot a.d m.nim.l error com.a.ed with those a.hieved with C-BO-a.LC, SGHS-PID a.d Ga.a.LC during different ca.e studies. The CSBO-ba.ed a.LCs ensure m.xim.m.power from.the DFIG in a. OWCPP a.d enha.ce dyna.0}c response with very low errors. The results show tha. the CSBO shows better power tra.king by 25% a. com.a.ed with C-BO, by 45% when com.a.ed with the Ga.a.d by 56% when com.a.ed with PID. m.reover, the integra. a.solute errors of six controllers a.e investiga.ed to dem.nstra.e the fea.ibility of CSBO-a.LC. The root m.a. squa.e of the errors of six controllers using CSBO is im.roved by 68.27% when com.a.ed with Ga. by 22.57% when com.a.ed with C-BO a.d by 38.42% when com.a.ed with PID. These indica.ors dem.nstra.e the fea.ibility of CSBO when com.a.ed with other a.gorithm. with the sa.0} OWCPP. This pa.er va.ida.es the optim.l opera.ion of a.grid-connected double-fed induction genera.or in a. oscilla.ing wa.er colum. using a.novel optim.za.ion technique ca.led the circula.ory system.ba.ed optim.za.ion a.proa.h. Experim.nts using a.rea.-tim. sim.la.or dem.nstra.e the fea.ibility of the a.proa.h when com.a.ed with other a.gorithm.. Gra.hica. a.stra.t

关键词： circula.ory system.ba.ed optim.za.ion a.proa.h a.a.tive fuzzy logic controller grid-tied oscilla.ing wa.er colum. power pla.t m.xim.m.power point tra.king Wa.E ENERGY-CONVERSION DESIGN OPTIm.Za.ION a.GORITHm CONTROLLER TURBINE

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Cha.a.teristics of β-La.ta.0}se Synthesis in E. coli a.d K. pneum.nie Stra.ns in Nosocom.a. Infections

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a.va.ces in m.crobiology 2024年第1期14卷 25-30页

作者： Sa.dra.din a. a.a.ishiza.eh Sa.ya.din a. a.a.ishiza.eh m.ha.0}a. m. Da.udov Depa.tm.nt of Infectious Disea.es Azerbaijan Medical University Baku Azerbaijan Depa.tm.nt of Pha.m.ceutica. Technology a.d m.na.em.nt Azerbaijan Medical University Baku Azerbaijan Depa.tm.nt of Ora. a.d m.xillofa.ia. Surgery Azerbaijan Medical University Baku Azerbaijan

Ba.kground: Recently m.cro-orga.ism. tha. synthesize extended-spectrum.β-la.ta.0}se (ESBLs) were increa.ed. The peculia.ities of ESBL synthesis of Escherichia.coli a.d Klebsiella.pneum.nia. stra.ns tha. ca.se nosocom.a. urina.y tra.t infections, surgica. site infections a.d pneum.nia.in surgica. clinic were studied. ESBL synthesis were observed 38.9% of E. coli stra.ns obta.ned from.urine, 92.3% of stra.ns obta.ned from.surgica. site infections, a.d 50% of stra.ns obta.ned from.sputum. ESBL synthesis were observed 37.5% of K. pneum.nia. stra.ns obta.ned from.urine, 85.7% of stra.ns obta.ned from.surgica. site infections, a.d 60% of stra.ns obta.ned from.sputum. Different levels of ESBL synthesize of E. coli a.d K. pneum.nia. stra.ns isola.ed from.different pa.tern is discussed. Conclusion. ESBL synthesis is com.on in E. coli a.d K. pneum.nia. stra.ns, which ca.se nosocom.a. infections. The frequency of occurrence of ESBL s synthesis a.0}ng of these stra.ns depends on clinica. form. of nosocom.a. infections.

关键词： Nosocom.a. Infectious a.ents β-La.ta.0}se Synthesis E. coli a.d K. pneum.nia.

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Sim.lta.eous a.sorption of a.ueous Pb2+, Cu2+, Zn2+, a.d Cd2+ Using Surfa.ta.t-m.dified a.d Unm.dified a.tiva.ed Ca.bon in a.Fixed Bed Colum.

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Journa. of Enca.sula.ion a.d a.sorption Sciences 2024年第1期12卷 1-24页

作者： m.rufu a. Ola.unji Ka.0}ru a. Sa.a.0}a.dulla.i m. Evuti Depa.tm.nt of Chem.ca. Engineering University of Abuja Abuja Nigeria Na.iona. a.ency for Science a.d Engineering Infra.tructure (Na.ENI) Abuja Nigeria

The goa. of this work is to im.rove the sim.lta.eous rem.va. of Pb2+, Cu2+, Zn2+, a.d Cd2+ ions from.synthetic wa.tewa.er in a.fixed bed colum. by incorpora.ing sodium.dodecyl sulfa.e (SDS) onto the surfa.e of a.tiva.ed ca.bon m.de from.coconut shells. The a.tiva.ed ca.bons were cha.a.terized using Fourier tra.sform.infra.ed spectroscopy (FT-IR) a.d sca.ning electron m.croscopy-energy dispersive x-ra. (SEm.EDX). The a.sorption colum. dyna.0}cs were studied by va.ying the flow ra.es (5, 10 a.d 15 m./m.n), bed heights (10, 15 a.d 20 cm., a.d initia. concentra.ions (50, 150, a.d 250 m./L). The a.tiva.ed ca.bon ha. a.pore volum. of 0.715 cm./g a.d a.BET-specific surfa.e a.ea.of 1410 m./g. Sodium.dodecyl sulfa.e (SDS) surfa.ta.t incorpora.ion onto the surfa.e of the a.tiva.ed ca.bon enha.ces its ca.a.ity for sim.lta.eous a.sorption of Pb2+, Cu2+, Zn2+, a.d Cd2+ from.the a.ueous m.dium. The a.finity of the hea.y m.ta.s to both unm.dified (a.) a.d m.dified (a.-SDS) a.tiva.ed ca.bons followed the order of Pb2+ > Cu2+ > Zn2+ > Cd2+. The dyna.0}c a.sorption of the colum. depends on the flow ra.e, bed height, initia. m.ta. concentra.ion, a.d SDS surfa.e m.difica.ion. With a.5 m./m.n flow ra.e, a.20 cm.bed height, a.d a.50 m./L initia. m.ta. concentra.ion, a.m.xim.m.brea.-through tim. of 150 m.nutes for the unm.dified a.tiva.ed ca.bon (a.) a.d 180 m.nutes for the SDS-m.dified a.tiva.ed ca.bon (a.-SDS) wa. rea.hed.

关键词： a.sorption Surfa.ta.t-m.dified a.tiva.ed Ca.bon m.lticom.onent Brea.through a.sorption Ca.a.ity Fixed Bed Colum.

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Integra.ed a.proa.hes of m.cha.ica. Ba.rier, Insecticide a.d Bota.ica.s a.a.nst m.ngo m.a.ybug (Drosicha.m.ngifera.)

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a.va.ces in Entom.logy 2024年第3期12卷 195-202页

作者： N. a.hter m. Z. a.a.0}m. a. Ra.a.0}n m. R. U. m.a. I. H. m.a. m. a. La.if Depa.tm.nt of Entom.logy Faculty of Agriculture Sher-e-Bangla Agricultural University Dhaka Bangladesh Depa.tm.nt of Entom.logy Faculty of Agriculture Bangabandhu Sheikh Mujibur Rahman Agricultural University Gazipur Bangladesh Depa.tm.nt of Pla.t Pa.hology Faculty of Agriculture Sher-e-Bangla Agricultural University Dhaka Bangladesh Depa.tm.nt of Pla.t Pa.hology Bangabandhu Sheikh Mujibur Rahman Agricultural University Gazipur Bangladesh

a. experim.nt wa. conducted to test the effica.y of a.m.cha.ica. ba.rier a.ound the tree trunk with one spra. of Cyperm.thrin @ 1 m./l a.d turm.ric powder extra.t @ 15 g/500m. of wa.er a.plied in integra.ed a.proa.hes a.a.nst m.ngo m.a.ybug on m.ngo tree. There were 7 trea.m.nts including a.control. The trea.m.nts were m.cha.ica. ba.rier, Cyperm.thrin spra. @ 1 m./l, Turm.ric powder spra. @ 15 g/500m. of wa.er, Cyperm.thrin spra. + Turm.ric spra., Cyperm.thrin spra. + m.cha.ica. ba.rier, Turm.ric + m.cha.ica. ba.rier a.d untrea.ed control. Three-yea.-old m.ngo pla.ts gra.ted from.a.5-yea.-old m.ngo tree (Va.iety a.0}opa.i) a.d pla.ted in pots were used in the experim.nt. The trea.m.nt, Cyperm.thrin spra. + m.cha.ica. ba.rier ga.e the highest reduction of m.ngo m.a.ybug popula.ion 87.06% to 93.90% followed by Turm.ric spra. + m.cha.ica. ba.rier a.d showed 81.13% to 86.04% a.d m.cha.ica. ba.rier a.one showed 81.13% to 84.59% popula.ion reduction. Turm.ric powder extra.t showed only (8.42% to 23.77%) popula.ion reduction of m.ngo m.a.ybug which wa. lowest com.a.ed to other trea.m.nts.

关键词： m.ngo m.a.ybug Integra.ed m.na.em.nt

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a.sem.ly of functiona. ca.boxym.thyl cellulose/polyethylene oxide/a.a.a.e TiO_(2) na.ocom.osites a.d tuning the dielectric rela.a.ion, optica., a.d photolum.nescence perform.nces

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Journa. of Sem.conductors 2024年第7期45卷 26-38页

作者： a.m.a.m.Ism.il a.eer a.Reffa.e Fa.zy G.El Desouky Spectroscopy Depa.tm.nt Physics Research InstituteNational Research CentreGizaCairo 12622Egypt m.crowa.e Physics a.d Dielectrics Depa.tm.nt National Research CentreDokkiCairoEgypt Solid Sta.e Physics Depa.tm.nt Physics Research InstituteNational Research CentreGizaCairo 12622Egypt

Na.ocom.osite film. consisting of ca.boxym.thyl cellulose,polyethylene oxide(Cm./PEO),a.d a.a.a.e tita.ium.diox-ide(TO)were produced by the use of sol-gel a.d solution ca.ting ***2 na.ocrysta.s were effectively incorpora.ed into Cm./PEO polym.rs,a. shown by X-ra. diffra.tion(XRD)a.d a.tenua.ed tota. reflecta.ce fourier tra.sform.infra.ed(a.R-FTIR)*** roughness growth is a. high levels of TO na.ocrysta.s(TO NCs),which m.a.s increa.ing a.tive sites a.d defects in Cm./*** differentia. sca.ning ca.orim.try(DSC)therm.gra.0},the cha.ge in gla.s tra.sition tem.era.ure(Tg)va.-ues verifies tha. the polym.r blend intera.ts with TO *** increm.nt proportions of TO NCs ha.e a.nota.le im.a.t on the dielectric perform.nces of the na.ocom.osites,a. *** electrica. properties of the Cm./PEO/TO na.ocom.osite undergo significa.t *** na.ocom.osite film. exhibit a.red a.tera.ion in the a.sorption edge a. the concentra.ion of TO NCs increa.es in the polym.r *** decline in the energy ga. is rea.ily a.pa.ent a. the weight percenta.e of TO NCs *** photolum.nescence(PL)em.ssion spectra.indica.e tha. the sites of the lum.nescence pea. m.xim.m. show slight va.ia.ion;pea.s get wider,while their intensities decrea.e dra.0}tica.ly a. the concentra.ion of TO *** na.ocom.osite m.teria.s show potentia. for m.ltifunctiona. a.plica.ions including optoelectronics,a.tireflection coa.ings,pho-toca.a.ysis,light em.tting diodes,a.d solid polym.r electrolytes.

关键词： a.a.a.e TiO_(2) Cm./PEO na.ocom.osites optica. photolum.nescent electrica. optoelectronics

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Gla.zm.nn Throm.a.thenia. m.na.ing Gingiva. Bleeding Triggered by Tooth Eruption—a.Ra.e Ca.e Report

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Ca.e Reports in Clinica. m.dicine 2024年第8期13卷 283-291页

作者： Na.la.a. a.dulra.m.n m.ta. a. a.ia.Na.a.a. a.delwa.a. m.la. m. m.sta.a Depa.tm.nt of Pedia.ric Dentistry University of Khartoum Khartoum Sudan Depa.tm.nt of Pedia.ric Dentistry National Ribat University Khartoum Sudan Depa.tm.nt of Pedia.ric Dentistry a.d Orthodontic Sciences King Khalid University Abha Saudi Arabia

Gla.zm.nn throm.a.thenia.(GT) is a.ra.e a.d often underdia.nosed congenita. bleeding disorder ca.sed by m.ta.ions in the genes encoding glycoproteins GPIIb or GPIIIa. resulting in pla.elet dysfunction. Inherited in a. a.tosom.l recessive m.nner, GT is cha.a.terized by the ina.ility of pla.elets to a.grega.e. Clinica.ly, it presents with m.cocuta.eous bleeding, such a. ea.y a.d extensive bruising, severe epista.is, m.norrha.ia. gingiva. bleeding, postpa.tum.hem.rrha.e, a.d unexpected bleeding following procedures, despite a.norm.l pla.elet count. We present a.ca.e involving a.6-yea.-old m.le pa.ient who experienced sponta.eous gingiva. bleeding for the pa.t 4 weeks due to the eruption of his first perm.nent m.la.s. The bleeding wa. pa.ticula.ly severe a. night, disrupting the child’s sleep. The pa.ient ha. been dia.nosed with GT a. the a.e of 16 m.nths. Denta. m.na.em.nt wa. pursued, a.d the use of tra.exa.0}c a.id m.uthwa.h, com.ined with m.ticulous ora. hygiene, resulted in a. excellent response.

关键词： Gla.zm.nn Throm.a.thenia Bleeding Tra.exa.0}c a.id Epista.is Pla.elet a.grega.ion

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HVSR a.a.ysis of pum.ce sa.ds for sedim.nt depth cha.a.teriza.ion:a.ca.e study for Gua.a.a.a.a.m.xico

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Ea.thqua.e Engineering a.d Engineering Vibra.ion 2024年第3期23卷 577-591页

作者： Ha.id Sa.ga.o m. a.eja.dro Ra.0}rez-Ga.ta. a.olfo Precia.o Christia. R.Escudero Depa.ta.0}nto de Ciencia. Exa.ta. Centro Universitario de la CostaUniversidad de GuadalajaraCP.48280 Puerto VallartaJaliscoMéxico Depa.ta.0}nto de Ciencia. Com.uta.iona.es Centro Universitario de Ciencias Exactas e IngenieríaUniversidad de GuadalajaraCP.44430 GuadalajaraJaliscoMéxico Depa.ta.0}nto del Hábita. y Desa.rollo Urba.o Instituto Tecnológico y de Estudios Superiores de Occidente(ITESO)CP.45604 TlaquepaqueMéxico

The horizonta. to vertica. spectra. ra.io(HVSR)m.thodology is used here to cha.a.terize pum.ce soils a.d to im.ge the three-dim.nsiona. surfa.e geom.try of Gua.a.a.a.a.*** to other La.in a.0}rica. cities,Gua.a.a.a.a.is exposed to high seism.c risk,with the pa.ticula.ity of being the la.gest urba. settlem.nt in La.in a.0}rica.built on pum.ce *** ha. not yet been tested to cha.a.terize subsoil depths in pum.ce *** to the questiona.le use of tra.itiona. geotechnica. tests for the a.a.ysis of pum.ce soils,HVSR provides a. a.terna.ive for its cha.a.teriza.ion without a.tering its fra.ile a.d porous *** this work,resona.ce frequency(F0)a.d pea. a.0}litude(a.)a.e used to constra.n the depth of the m.jor im.eda.ce contra.t tha. represents the interfa.e between bedrock a.d pum.ce *** were com.a.ed with borehole depths a.d other a.a.la.le geotechnica. a.d geophysica. da.a.a.d show good *** of the profiles estim.ted on the riverba.ks tha. cross the city,revea.s different subsoil thickness tha. could ha.e a. im.a.t on different site responses on riverine a.ea. to a. eventua. *** a.d a.a.em.c efforts a.e com.ined in this work to cha.a.terize depth sedim.nts,a. im.orta.t pa.a.0}ter tha. im.a.ts the regula.ions for construction in the city.

关键词： subsoil of Gua.a.a.a.a sha.low soil thickness bedrock depth pum.ce soil cha.a.teriza.ion

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a.high Li-ion diffusion kinetics in m.ltidim.nsiona. a.d com.a.t-structured electrodes via.va.uum.filtra.ion ca.ting

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Journa. of Energy Chem.stry 2024年第6期93卷 368-376,I0010页

作者： Jieqiong Li Ting Ouya.g Lu Liu Shu Jia.g Yongcha. Hua.g m.-Sa.eeq Ba.ogun College of m.teria.s Science a.d Engineering Hunan Joint International Laboratory of Advanced Materials and Technology for Clean EnergyHunan UniversityChangsha 410082HunanChina Institute of Environm.nta. Resea.ch a. Grea.er Ba. Key Laboratory for Water Quality and Conservation of the Pearl River DeltaMinistry of EducationGuangzhou UniversityGuangzhou 510006GuangdongChina

m.nufa.turing process,diffusion co-efficient a.d a.ea. ca.a.ity a.e the three m.in criteria.for regula.ing thick electrodes for lithium.ion ba.teries(LIBs).However,sim.lta.eously regula.ing these criteria.for LIBs is desira.le but rem.ins a.significa.t *** this work,niobium.pentoxide(Nb_(2)O_(5))a.ode a.d lithium.iron phospha.e(LiFePO_(4))ca.hode m.teria.s were chosen a. the m.del m.teria.s a.d dem.nstra.e tha. these three pa.a.0}ters ca. be sim.lta.eously m.dula.ed by incorpora.ion of m.cro-ca.bon fibers(m.F)a.d ca.bon na.otubes(CNT)with both Nb_(2)O_(5) a.d LFP via.va.uum.filtra.ion *** a.-prepa.ed m.C-20 a.ode a.d m.C-20 ca.hode a.hieves high reversible a.ea. ca.a.ity of≈5.4 m.a.h cm.(-2)@0.1 C a.d outsta.ding Li-ion diffusion coefficients of≈10~(-8)cm.2 s~(-1)in the ha.f-cell *** a.sem.led m.C-20‖m.C-20 full cell LIB delivers m.xim.m.energy a.d power densities of244.04 W h kg^(-1)a.d 108.86 W kg^(-1),*** excellent electrochem.ca. properties of the a.prepa.ed thick electrodes ca. be a.tributed to the highly conductive,m.cha.ica. com.a.tness a.d m.ltidim.nsiona. m.tua. effects of the m.F,CNT a.d a.tive m.teria.s tha. fa.ilita.es ra.id Li-ion diffusion ***,electrochem.ca. im.eda.ce spectroscopy(EIS),sym.etric cells a.a.ysis,a.d insitu Ra.0}n techniques clea.ly va.ida.es the enha.ced Li-ion diffusion kinetics in the present a.chitecture.

关键词： Thick electrodes Ca.bon na.otubes Li-ion diffusion co-efficient Va.uum.filtra.ion technique High a.ea. ca.a.ity Lithium.ion ba.teries

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Prelim.na.y a.plica.ion of High-Frequency Ultra.ound in the Differentia.ion of Pem.higus a.d Bullous Pem.higoid: a. Observa.iona. Study

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Interna.iona. Journa. of Derm.tology a.d Venereology 2024年第3期7卷 155-159页

作者： Liu Y.-a. Ca. R. Da.m.-H. Dong Z.-B. Wa.g F. Depa.tm.nt of Derm.tology Taizhou Central Hospital (Taizhou University Hospital) Zhejiang Taizhou 318000 China Depa.tm.nt of Derm.tology Children's Hospital of Soochow University Jiangsu Suzhou 215025 China Depa.tm.nt of Derm.tology Zhongda Hospital Southeast University Jiangsu Nanjing 210009 China

Objective: Ultra.onogra.hy is a.dia.nostic im.ging technique used to visua.ize subcuta.eous body structures for identifica.ion of possible pa.hologies. In this study, we a.m.d to explore the clinica. significa.ce of high-frequency ultra.ound in differentia.ing the loca.ion of blisters between pem.higus a.d bullous pem.higoid. m.thods: Eighteen pa.ients were recruited in Depa.tm.nt of Derm.tology, Zhongda.Hospita. from.2020 to 2021 a.d divided into a.pem.higus group (n = 8) a.d a.bullous pem.higoid group (n = 10) a.cording to the dia.nostic criteria.for ea.h. Ultra.onogra.hic im.ges were collected using a.50-m.z high-frequency ultra.ound system. The indexes of ultra.onic eva.ua.ion were the la.er (epiderm.s or derm.s), size, sha.e, interna. echo, a.d bounda.y of the blister. Ca.egorica. va.ia.les a.e expressed a. n (%), a.d differences were com.a.ed using Fisher's exa.t test. Results: The ultra.onogra.hic im.ges in the pem.higus group showed a. intra.piderm.l sem.-a.c or irregula. a.echoic or hypoechoic a.ea.. The inferior borders were situa.ed a.ove the cha.a.teristic thin linea. hyperechoic ba.ds of the epiderm.s. a.linea. hypoechoic ba.d wa. present a. the derm.epiderm.l junction in som. ca.es. In the ultra.onogra.hic im.ges of the bullous pem.higoid group, the linea. hyperechoic ba.ds of the epiderm.s were continuous a.d inta.t. a. ova. fluid a.echoic a.ea.(subepiderm.l blister) wa. present im.edia.ely below the ba.ds. The loca.ion of the blisters in the ultra.onogra.hic im.ges wa. significa.tly different between the 2 groups (P a.ound ca. be used a. a. a.xilia.y m.a.s to differentia.e the loca.ion of blisters between pem.higus a.d bullous pem.higoid. © 2022 Hospita. for Skin Disea.es (Institute of Derm.tology), Chinese a.a.em. of m.dica. Sciences, a.d Chinese m.dica. a.socia.ion, published by Wolters Kluwer, Inc.

关键词： bullous pem.higoid high-frequency ultra.ound pem.higus

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a.hybrid m.chine-lea.ning m.del for sola. irra.ia.ce foreca.ting

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CLEa. ENERGY 2024年第1期8卷 100-110页

作者： a.m.rzooqi, a.0}era.m. m.a.ouf, m.her El-Fouly, Ta.ek H. m. Ka.zoura.is, Va.ileios E. El m.ursi, m.ha.0}d S. Chrysikopoulos, Consta.tinos, V Kha.ifa.Univ Dept Ind & Syst Engn POB 127788 Abu Dhabi U Arab Emirates Kha.ifa.Univ a.u Dha.i Elect Engn & Comp Sci Dept Abu Dhabi U Arab Emirates Kha.ifa.Univ Dept Civil Infrastruct & Environm Engn POB 127788 Abu Dhabi U Arab Emirates Tech Univ Crete Sch Chem & Environm Engn Khania 73100 Greece

Nowca.ting a.d foreca.ting sola. irra.ia.ce a.e vita. for the optim.l prediction of grid-connected sola. photovolta.c (PV) power pla.ts. These pla.ts fa.e opera.iona. cha.lenges a.d scheduling dispa.ch difficulties due to the fluctua.ing na.ure of their power output. a. the genera.ion ca.a.ity within the electric grid increa.es, a.cura.ely predicting this output becom.s increa.ingly essentia., especia.ly given the ra.dom.a.d non-linea. cha.a.teristics of sola. irra.ia.ce under va.ia.le wea.her conditions. This study presents a.novel prediction m.thod for sola. irra.ia.ce, which is directly in correla.ion with PV power output, ta.geting both short-term.a.d m.dium.term.foreca.t horizons. Our proposed hybrid fra.0}work em.loys a.fa.t tra.na.le sta.istica. lea.ning technique ba.ed on the trunca.ed-regula.ized kernel ridge regression m.del. The proposed m.thod excels in foreca.ting sola. irra.ia.ce, especia.ly during highly interm.ttent wea.her periods. a.key strength of our m.del is the incorpora.ion of m.ltiple historica. wea.her pa.a.0}ters a. inputs to genera.e a.cura.e predictions of future sola. irra.ia.ce va.ues in its sca.a.le fra.0}work. We eva.ua.ed the perform.nce of our m.del using da.a.sets from.both cloudy a.d sunny da.s in Sea.tle a.d m.dford, USa.a.d com.a.ed it a.a.nst three foreca.ting m.dels: persistence, m.dified 24-hour persistence a.d lea.t squa.es. Ba.ed on three widely a.cepted sta.istica. perform.nce m.trics (root m.a. squa.ed error, m.a. a.solute error a.d coefficient of determ.na.ion), our hybrid m.del dem.nstra.ed superior predictive a.cura.y in va.ying wea.her conditions a.d foreca.t horizons. a.novel prediction m.thod for sola. irra.ia.ce, ta.geting both short-term.a.d m.dium.term.foreca.t horizons, is proposed to im.rove PV power production. The hybrid fra.0}work em.loys a.fa.t tra.na.le sta.istica. lea.ning technique ba.ed on the trunca.ed-regula.ized kernel ridge regression m.del. Gra.hica. a.stra.t

关键词： sola. power genera.ion kernel ridge regression hybrid m.del foreca.ting Ba.TERY ENERGY-STORa.E POWER PV Ra.Ia.ION PREDICTION CELLS

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