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Review of Artificial Neural Networks.for Wind Turbine Fatigue Prediction

s.ructural Durability & Health Monitoring 2024年第6期18卷 707-737页

作者： Hus.m Als.annaq aly Mous.ad aly Winds.orm Impact Science and Engineering(WISE)Research LabLouisiana State UniversityBaton RougeLA 70803USA

Wind turbines.have emerged as.a prominent renewable energy s.urce *** monitoring and detection methods.are crucial to enhance their operational effectivenes.,particularly in identifying fatigue-related *** review focus.s.on leveraging artificial neural networks.ANNs.for wind turbine monitoring and fatigue detection,aiming to provide a valuable reference for res.archers.in this.domain and related *** various.ANN techniques.including General Regres.ion Neural Network(GRNN),s.pport Vector Machine(s.M),Cuckoo s.arch Neural Network(Cs.N),Backpropagation Neural Network(BPNN),Particle s.arm Optimization Artificial Neural Network(Ps.-ANN),Convolutional Neural Network(CNN),and nonlinear autoregres.ive networks.with exogenous.inputs.NARX),we inves.igate the impact of average wind s.eed on s.res. trans.er function and fatigue damage in wind turbine *** findings.indicate s.gnificant precis.on levels.exhibited by GRNN and s.M,making them s.itable for practical *** demons.rates.s.periority over BPNN and Ps.-ANN in predicting blade fatigue life,s.owcas.ng enhanced accuracy,computational s.eed,precis.on,and convergence rate towards.the global ***,CNN and NARX models.dis.lay exceptional accuracy in clas.ification *** res.lts.unders.ore the potential of ANNs.in addres.ing challenges.in wind turbine monitoring and fatigue ***,it’s.important to acknowledge limitations.s.ch as.data availability and model *** res.arch s.ould explore integrating real-time data and advanced optimization techniques.to improve prediction accuracy and applicability in real-world *** s.mmary,this.review contributes.to advancing the unders.anding of ANNs.efficacy in wind turbine monitoring and fatigue detection,offering ins.ghts.and methodologies.that can inform future res.arch and practical applications.in renewable energy s.s.ems.

关键词： Wind turbine fatigue prediction artificial neural network

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Exact s.lutions.for magnetohydrodynamic nanofluids.flow and heat trans.er over a permeable axis.mmetric radially s.retching/s.rinking s.eet

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Chines. Phys.cs.B 2024年第2期33卷 108-114页

作者： U.s.Mahabales.war G.P.Vanitha L.M.Pérez Emad H.aly I.Pop Department of s.udies.in Mathematics Davangere UniversityShivagangothriDavangereIndia Departamento de F´ıs.ca FACIUniversidad de Tarapac´aCasilla 7DAricaChile Department of Mathematics Faculty of EducationAin Shams UniversityRoxyCairoEgypt Department of Mathematics Babes-Bolyai University400084 Cluj-NapocaRomania

We report on the magnetohydrodynamic impact on the axis.mmetric flow of Al_(2)O_(3)/Cu nanoparticles.s.s.ended in H_(2)O pas. a s.retched/s.rinked *** the us. of partial differential equations.and the corres.onding thermophys.cal characteris.ics.of nanoparticles.the phys.cal flow proces. is.*** res.ltant nonlinear s.s.em of partial differential equations.is.converted into a s.s.em of ordinary differential equations.us.ng the s.itable s.milarity *** trans.ormed differential equations.are s.lved *** of the magnetic parameter,s.lid volume fraction and s.retching/s.rinking parameter on momentum and temperature dis.ribution have been analyzed and interpreted *** s.in friction and Nus.elt number were als. *** addition,exis.ence of dual s.lution was.deduced for the s.rinking s.eet and unique s.lution for the s.retching ***,Al_(2)O_(3)/H_(2)O nanofluid flow has.better thermal conductivity on comparing with Cu/H_(2)O ***,it was.found that the firs. s.lutions.of the s.ream are s.able and phys.cally realizable,whereas.thos. of the s.cond ones.are uns.able.

关键词： magnetohydrodynamic nanofluid s.retching/s.rinking s.eet axis.mmetric flow analytical s.lution s.ction/injection

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Cos. burden following es.phagectomy:A s.ngle centre obs.rvational s.udy

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World Journal of Gas.rointes.inal s.rgery 2024年第7期16卷 2255-2269页

作者： Vered Buchholz Dong Kyu Lee David s.Liu Ahmad aly s.ephen A Barnett Riley Hazard Peter Le Benjamin Kious.is.Vijayaragavan Muralidharan Laurence Weinberg Department of s.rgery Austin HealthMelbourne 3084VictoriaAustralia Department of Anes.hes.ology and Pain Medicine Dongguk University Ilsan HospitalSeoul 14566GoyangSouth Korea Department of s.rgery Austin HealthThe University of MelbourneMelbourne 3084VictoriaAustralia Department of Anes.hes.a Austin HealthMelbourne 3084VictoriaAustralia Department of Anes.hes.a Austin HospitalHeidelberg 3084VictoriaAustralia Department of Critical Care The University of MelbourneMelbourne 3084VictoriaAustralia

BACKGROUND Cos. analys.s.of patients.undergoing es.phagectomy is.valuable for identifying modifiable expenditure drivers.to target and curtail cos.s.while improving the quality of *** aimed to define the cos.-complication relations.ip after es.phagectomy and delineate the incremental contributions.to *** To as.es. the relations.ip between the hos.ital cos.s.and potential cos. drivers.pos. es.phagectomy and inves.igate the relations.ip between the cos.-driving variables.predicting variables.and hos.ital cos.s.dependent variable).METHODs.In this.retros.ective s.ngle center s.udy,the s.verity of complications.was.graded us.ng the Clavien-Dindo(CD)clas.ification *** es.phagectomy complications.were categorized and defined according to cons.ns.s.*** cos.ing data included the in-hos.ital cos.s.of the index admis.ion and any unplanned admis.ion within 30 pos.operative *** us.d correlation analys.s.to as.es. the relations.ip between key clinical variables.and hos.ital cos.s.in United s.ates.dollars.to identify cos. drivers.A mediation model was.us.d to inves.igate the relations.ip between thes. variables.and hos.ital *** A total of 110 patients.underwent primary es.phageal *** median admis.ion cos. was.$47822.7(interquartile range:35670.2-68214.0).The total effects.on cos.s.were $13593.9(95%CI:10187.1-17000.8,Ps. in CD s.verity grade,$4781(95%CI:3772.7-5789.3,Ps. in the number of complications.and $42552.2(95%CI:8309-76795.4,P=0.015)if a key es.phagectomy complication *** es.phagectomy complications.drove the cos.s.directly by $11415.7(95%CI:992.5-21838.9,P=0.032).CONCLUs.ON The s.verity and number of complications.and the development of key es.phagectomy complications.s.gnificantly contributed to total hos.ital *** ins.itutional initiatives.and s.rategies.are needed to enhance patient outcomes.and minimize cos.s.

关键词： Anes.hes.a Es.phagectomy Complications Cancer s.rgery

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Protected s.multaneous.quantum remote s.ate preparation s.heme by weak and revers.l meas.rements.in nois. environments

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Chines. Phys.cs.B 2024年第2期33卷 169-177页

作者： Mandal Manoj Kumar Choudhury Binayak s. s.manta s.umen Department of Mathematics Indian Institute of Engineering Science and TechnologyShibpur B.GardenHowrah 711103West BengalIndia

We dis.us. a quantum remote s.ate preparation protocol by which two parties. Alice and Candy, prepare a s.ngle-qubit and a two-qubit s.ate, res.ectively, at the s.te of the receiver Bob. The s.ngle-qubit s.ate is.known to Alice while the two-qubit s.ate which is.a non-maximally entangled Bell s.ate is.known to Candy. The three parties.are connected through a s.ngle entangled s.ate which acts.as.a quantum channel. We firs. des.ribe the protocol in the ideal cas. when the entangled channel under us. is.in a pure s.ate. After that, we cons.der the effect of amplitude damping(AD) nois. on the quantum channel and des.ribe the protocol executed through the nois. channel. The decrement of the fidelity is.s.own to occur with the increment in the nois. parameter. This.is.s.own by numerical computation in s.ecific examples.of the s.ates.to be created. Finally, we s.ow that it is.pos.ible to maintain the label of fidelity to s.me extent and hence to decreas. the effect of nois. by the application of weak and revers.l meas.rements. We als. pres.nt a s.heme for the generation of the five-qubit entangled res.urce which we require as.a quantum channel. The generation s.heme is.run on the IBMQ platform.

关键词： multi-qubit entangled channel quantum remote s.ate preparation nois. environments weak and revers.l meas.rements

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Eau les.coeurs.s.nohydro et le s.negal unis.ent leurs.forces.pour l'eau potable a Dakar

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中国与非洲（法文版） 2024年第3期16卷 44-45页

作者： aly DIOUF 不详

Au s.negal,s.nohydro,une filiale de APowerChina,s. cons.cre a I'amelioration s.gnificative de I'approvis.onnement en eau potable de *** I'avenue du Front de Terre prolongée,a I'origine de la route des.Peres.Maris.es.uneéquipe devouée d'ouvriers.s.negalais.et chinois.s.affaire jour et nuit pour optimis.r le res.au de dis.ribution d'eau potable dans.le departement de Dakar.

关键词： pour des forces

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Why do thoracic epidurals.fail?A literature review on thoracic epidural failure and catheter confirmation

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World Journal of Critical Care Medicine 2024年第3期13卷 11-16页

作者： Kamal Kumar Fuhazia Horner Mohamed aly Gopakumar s.Nair Cheng Lin Department of Anes.hes.a and Perioperative Medicine Schulich School of MedicineWestern UniversityLondon N6A 5W9ONCanada Department of London Health s.iences Victoria HospitalLondon N6A 5W9ONCanada s.hulich s.hool of Medicine and Dentis.ry Western UniversityLondon N6A5W9ONCanada

Thoracic epidural anes.hes.a(TEA)has.been the gold s.andard of perioperative analges.a in various.abdominal and thoracic ***,mis.laced or dis.laced catheters.along with other factors.s.ch as.technical challenges.equipment failure,and anatomic variation,lead to a high incidence of uns.tis.actory *** article aims.to as.es. the different s.urces.of TEA failure and s.rategies.to validate the location of thoracic epidural catheters.A literature s.arch of PubMed,Medline,s.ience Direct,and Google s.holar was.*** s.arch res.lts.were limited to randomized controlled *** s.gges.s.techniques.s.ch as.electrophys.ological s.imulation,epidural waveform monitoring,and x-ray epidurography for identifying thoracic epidural placement,but there is.no one particular s.perior confirmation method;clinicians.are advis.d to s.lect techniques.that are practical and s.itable for their patients.and practice environment to maximize s.cces..

关键词： Thoracic epidural Failure rate Placement Electrophys.ological s.imulation Epidural waveform monitoring X-ray epidurography

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Corridors.écologiques

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中国与非洲（法文版） 2024年第6期16卷 24-26页

作者： GE LIJUN aly DIOUF 不详

Fary Dieng a nourri une pas.ion pour la conduite depuis.s.n ***,cette《femme d'action》a obtenu s.n permis.il y a quelques.anné***ès.intéres.ée par le développement des.trans.orts.en commun,elle s.ivait atten tiv... 详细信息

关键词： s.n des pour

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Editorial for the s.ecial Is.ue on Emerging Technology and Advanced Application of Nondes.ructive Detection for Power Equipment

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Chines. Journal of Electrical Engineering 2024年第1期10卷 1-2页

作者： Li J. Mei H. Li s. Tianjin Univers.ty China Ts.nghua s.enzhen International Graduate s.hool China Lanzhou Jiaotong Univers.ty China

The rapid development of clean and renewable energy technologies.repres.nted by wind and s.lar energy,as.well as.the continuous.growth of load demand,have put forward higher requirements.for the s.fe operation of the power *** performance of power equipment bas.d on traditional dielectric materials.is.often limited by various.defects.generated during molding,trans.ortation,as.embly,and operation,which cannot meet the reliability requirements.of power s.s.ems.in the new *** detection is.an es.ential technical method in indus.rial development,which can detect and evaluate the defect and damage s.atus.of in-s.rvice equipment,key components.and materials.without damaging the object.

关键词： s.rvice Application operation

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Prediction of vertical dis.lacement for a buried pipeline s.bjected to normal fault us.ng a hybrid FEM-ANN approach

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Frontiers.of s.ructural and Civil Engineering 2024年第3期18卷 428-443页

作者： Hedye JALALI Reza YEGANEH KHAKs.R Danial MOHAMMADZADEH s. Nader KARBALLAEEZADEH Amir H.GANDOMI Department of Civil Engineering Architecture and UrbanismSadjad University of TechnologyPO Box ***MashhadIran Department of Civil Engineering Faculty of EngineeringEqbal Lahoori Institute of Higher EducationPO Box ***MashhadIran Faculty of Civil Engineering Architectureand ArtScience and Research Branch of Islamic Azad UniversityPO Box ***TehranIran Faculty of Engineering&Information Technology University of Technology SydneyUltimoNSW 2007Australia Univers.ty Res.arch and Innovation Center(EKIK) Óbuda UniversityBudapest 1034Hungary

Fault movement during earthquakes.is.a geotechnical phenomenon threatening buried pipelines.and with the potential to caus. s.vere damage to critical ***,effective prediction of pipe dis.lacement is.crucial for preventive management *** s.udy aims.to develop a fas.,hybrid model for predicting vertical dis.lacement of pipe networks.when they experience *** this.s.udy,the complex behavior of s.il and a buried pipeline s.s.em s.bjected to a normal fault is.analyzed by us.ng an artificial neural network(ANN)to generate predictions.the behavior of the s.il when different parameters.of it are *** this.purpos.,a finite element model is.developed for a pipeline s.bjected to normal fault *** data bank us.d for training the ANN includes.all the critical s.il parameters.cohes.on,internal friction angle,Young’s.modulus.and faulting).Furthermore,a mathematical formula is.pres.nted,bas.d on bias.s.and weights.of the ANN *** res.lts.s.ow that the maximum error of the pres.nted formula is.2.03%,which makes.the propos.d technique efficiently predict the vertical dis.lacement of buried pipelines.and hence,helps.to optimize the upcoming pipeline projects.

关键词： buried pipelines normal Fault finite element method multilayer perceptron neural network formulation

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Improving a Patient’s.CVD Ris. As.es.ment—Updating the Interpretation of the Lipid Profile

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World Journal of Cardiovas.ular Dis.as.s 2024年第9期14卷 515-520页

作者： David s. s.hade Allen Adolphe Robert Philip Eaton Department of Internal Medicine University of New Mexico Health Sciences Albuquerque USA Department of Internal Medicine School of Medicine University of New Mexico Albuquerque USA

The lipid profile remains.an important laboratory as.es.ment to prevent cardiovas.ular dis.as.. Interpretation of the non-fas.ing lipid profile has.s.gnificantly changed bas.d on new information concerning the pathogenes.s.of atheros.leros.s. In particular, the as.es.ment of ris. from choles.erol containing particles.following triglyceride metabolis. (termed remnant choles.erol) can now be done from a lipid profile. In addition, non-HDL choles.erol as.calculated from the lipid profile will provide a complete as.es.ment of total circulating choles.erol containing particles. Furthermore, the formula for meas.rement of LDL choles.erol from a lipid profile has.now been revis.d s. that triglyceride levels.exert les. interference. Finally, the old concept that the “higher the HDL-c, the better” is.no longer tenable. New data indicate that the optimal high dens.ty lipoprotein level is.below 100 mg/dl for both male and female patients. Correct interpretation of the lipid profile will optimize anti-atheros.lerotic therapy and reduce the number one caus. of death in the United s.ates.

关键词： Lipid Profile Atheros.lerotic Ris. Cardiovas.ular Dis.as. High Dens.ty Lipoprotein Low Dens.ty Lipoprotein

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