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A public data-set for synchronous motor electrical faults diagnosis with CNN and LSTM reference classifiers

Energy and AI 2023年第4期14卷 221-237页

作者： Zhenglong Sun Ram Machlev Qianchao Wang Juri Belikov Yoash Levron dmitry Baimel Key Laboratory of Modern Power System Simulation and Control&Renewable Energy Technology Ministry of Education(Northeast Electric Power University)JilinChina The Andrew and Erna Viterbi Faculty of Electrical&Computer Engineering Technion-Israel Institute of TechnologyHaifa 3200003Israel Key Laboratory of Energy Thermal Conversion and Control of Ministry of Education School of Energy and EnvironmentSoutheast UniversityNanjing210096China Department of Software Science Tallinn University of TechnologyAkadeemia tee 15a12618 TallinnEstonia Department of Electrical and Electronics Engineering Sami Shamoon College of EngineeringBeer-Sheva84100Israel

In the last two decades,motor operation monitoring tools have become a necessity,and many studies focus on the detection and diagnosis of motor electrical ***,at present,a core obstacle that prevents the direct comparison of such classification techniques is the lack of a standard database that can be used as a *** view of this,we offer here a public experimental data-set that has beendesigned specifically for the comparison of synchronous motor electrical fault *** data-set comprises five types of motor electrical faults:open phase between inverter and motor;short circuit/leakage current between two phases;short circuit/leakage current in phase-to-neutral;rotor excitation voltage disconnection;and variation of rotor excitation *** addition,each fault has been recorded as a four-dimensional signal:three phase voltages;three phase currents;motor speed;and motor *** package includes two deep-learning reference classifiers that are based on a convolutional neural network(CNN)and long short term memory(LSTM).Due to the good performance of these classifiers,we suggest that they can be used by the community as benchmarks for the development of new and better motor electrical fault classification *** database and the reference classifiers are examined and insights regarding different combinations of features and lengths of recording points are *** developed code is available online,and is free to use.

关键词： Motor faults Synchronous motors Public data-set Classification Deep-learning CNN LSTM

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Non-enzymatic antioxidant blood plasma profile in the period of high training loads of elite speed skaters in the altitude

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Sports Medicine and Health Science 2023年第2期5卷 120-127页

作者： Elena Proskurnina dmitry Martynov Andrey Yakushkin Irina Zelenkova Laboratory of Molecular Biology Research Centre for Medical GeneticsMoscow115522Russia Faculty of Fundamental Medicine Lomonosov Moscow State UniversityMoscow119991Russia The Federal Training Sport Center of the Representative Teams of Russia Moscow105064Russia GENUD(Growth ExerciseNutritionand Development)Research GroupDepartment of Physiatry and NursingUniversity of Zaragoza50009Spain

At the altitude,hypoxia and training load are key factors in the development of oxidative ***-induced oxidative stress is developed due to the depletion of antioxidant *** the current study,we examined the non-enzymatic antioxidant profile of blood plasma in 7 males and 5 females specializing in speed skating at a 21-day training camp at 1850m above sea *** included:cycling,roller skating,ice skating,strength training,and special *** the start point and the endpoint,total hemoglobin mass(tHb-mass),hemoglobin concentration,and circulating blood volume were *** profiles,hypoxic doses,hypoxic impulses,and training impulses were assessed at 3,6,10,14,and 18 *** profiles consisting of“urate”and“thiol”parts were registered with *** the training dynamics,antioxidant parameters changed individually,but in total there was a decrease in the“urate”capacity by a factor of 1.6(p=0.001)and an increase in the“thiol”capacity by a factor of 1.8(p=0.013).The changes in“urate”capacity positively correlated(r_(S)=0.40)and the changes in“thiol”capacity negatively correlated(r_(S)=−0.45)with changes in *** exercise and hypoxic factors affect the antioxidant parameters *** correlated with a decrease in thiol capacity and with an increase in urate *** assessment of the non-enzymatic antioxidant profile can be a simple and useful addition to screening the reactive oxygen species homeostasis and can help choose the personalized training schedule,individualize recovery and ergogenic support.

关键词： Elite athletes High training loads Oxidative stress Blood antioxidants Redox homeostasis Altitude training Speed skating

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Topological Data Analysis of Potentiometric Multisensor Measurements in Treated Wastewater

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Journal of Analysis and Testing 2018年第4期2卷 291-298页

作者： Valeria Belikova Vitaly Panchuk Evgeny Legin Anastasia Melenteva Andrey Legin dmitry Kirsanov Laboratory of Multivariate Analysis and Global Modeling Samara State Technical UniversitySamaraRussia Institute of Chemistry St.Petersburg State UniversitySt.PetersburgRussia Laboratory of Artificial Sensory Systems ITMO UniversitySt.PetersburgRussia

In this study,a multisensor system consisting of 23 potentiometric sensors was applied for long-term online measurements in outlet flow of the water treatment *** 1 month of continuous measurements,the data set of more than 295,000 observations was *** processing of this dataset with conventional chemometric tools was cumbersome and not very *** data analysis(TDA)was recently suggested in chemometric literature to deal with large spectroscopic *** this research,we explore the opportunities of TDA with respect to multisensor data with only 23 *** is shown that TDA allows for convenient data visualization,studying the evolution of water quality during the measurements and tracking the periodical structure in the data related to the water quality depending on the time of the day and the day of the *** appears to be a valuable tool for multisensor data exploration.

关键词： Topological data analysis Multisensor systems Potentiometric sensors Water quality

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Role of the Ilizarov non-free bone plasty in the management of long bone defects and nonunion: Problems solved and unsolved

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World Journal of Orthopedics 2020年第6期11卷 304-318页

作者： dmitry Y Borzunov Sergei N Kolchin Tatiana A Malkova Department of Traumatology and Orthopedics Ural State Medical UniversityEkaterinburg 620109Russia Orthopaedic Department 4 Ilizarov National Medical Research Centre for Traumatology and OrthopaedicsKurgan 640014Russia Department for Medical Information and Analysis Ilizarov National Medical Research Centre for Traumatology and OrthopaedicsKurgan 640014Russia

BACKGROUND Ilizarov non-free bone plasty is a method of distraction osteogenesis using the Ilizarov apparatus for external fixation which originated in Russia and was disseminated across the world. It has been used in long bone defect and nonunion management along with free vascularized grafting and induced membrane technique. However, the shortcomings and problems of these methods still remain the issues which restrict their overall *** To study the recent available literature on the role of Ilizarov non-free bone plasty in long bone defect and nonunion management, its problems and the solutions to these problems in order to achieve better treatment *** Three databases(Pub Med, Scopus, and Web of Science) were searched for literature sources on distraction osteogenesis, free vascularized grafting and induced membrane technique used in long bone defect and nonunion treatment within a five-year period(2015-2019). Full-text clinical articles in the English language were selected for analysis only if they contained treatment results,complications and described large patient samples(not less than ten cases for congenital, post-tumor resection cases or rare conditions, and more than 20 cases for the rest). Case reports were *** Fifty full-text articles and reviews on distraction osteogenesis were ***-five clinical studies containing large series of patients treated with this method and problems with its outcome were analyzed. It was found that distraction osteogenesis techniques provide treatment for segmental bone defects and nonunion of the lower extremity in many clinical situations, especially in complex problems. The Ilizarov techniques treat the triad of problems simultaneously(bone loss, soft-tissue loss and infection). Management of tibial defects mostly utilizes the Ilizarov circular fixator. Monolateral fixators are preferable in the femur. The use of a ring fixator is recommended in patients with an infected tibial bone

关键词： Bone defect Ilizarov method Distraction osteogenesis Bone transport Bone nonunion Free vascularized grafts Induced membrane technique complication

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西伯利亚北极地区含油气盆地的水文地球化学特征

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石油勘探与开发 2017年第5期44卷 737-744页

作者： dmitry Novikov Anatolievich SARAEV Mikhail Mikhailovich Trofimuk Institute of Petroleum Geology and Geophysics Siberian Branch of the RAS Novosibirsk 630090 Russia Novosibirsk State University Faculty of Geology Novosibirsk 630090 Russia

通过对过去40年收集的西伯利亚北极地区水文地球化学数据进行分析及综合解释,对数据进行了分类、评价和统计分析,评估区域背景值和异常值,估算水源之间接近程度的各种相关系数。西伯利亚沉积盆地的古水文地质重建表明,油气藏的水体有3... 详细信息

通过对过去40年收集的西伯利亚北极地区水文地球化学数据进行分析及综合解释,对数据进行了分类、评价和统计分析,评估区域背景值和异常值,估算水源之间接近程度的各种相关系数。西伯利亚沉积盆地的古水文地质重建表明,油气藏的水体有3种成因类型:(1)海相沉积过程中形成的水体;(2)渗入盆地内并经历了各个地质时期表生作用的大气降水成因的水体;(3)烃类混合物冷凝形成的水体。油气藏的水文地球化学模式受控于水-岩-气-有机质体系漫长的地质演化过程。西伯利亚北极地区沉积盆地内分布总矿化度为0.2~350.0 g/L的含氯化钠-碳酸氢盐、氯化钠、氯化钙地下水和其他类型的地下水。通过对西伯利亚北极地区地下水的对比分析,发现含有氯化钠组分的样品总矿化度超过250 g/L,表明卤水的形成与蒸发岩的浸出有关。水文地球化学数据分析显示,地下水的成分随其演化而发生非常大的变化,阿纳巴尔—拉普帖夫、西西伯利亚等盆地中生界的地下水处于其化学演化的初始阶段。

关键词：北极地区西伯利亚含油气盆地水文地质含水层水文地球化学模式地下水演化

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The influence of composition of asphaltenes of different genesis on the properties of carbon materials manufactured from them by plasma processing

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Petroleum Science 2023年第6期20卷 3830-3840页

作者： Evgeniya Frantsina Yuliya Petrova Valentina Arkachenkova Andrey Grin'ko Alexander Pak Pavel Povalyaev dmitry Zelentsov Kirill Cherednichenko Surgut State University Institute of Natural and Technical Sciencespr.Lenina 1628412SurgutRussian Federation Tomsk Polytechnic University Laboratory of Advanced Materials for the Energy Industrypr.Lenina30643050TomskRussian Federation National University of Oil and Gas Gubkin University Department of Physical and Colloidal Chemistrypr.Lenina65119991MoscowRussian Federation

The results of experimental studies of carbon materials, which are formed in the plasma of a direct current (DC) arc discharge initiated in open air from the asphaltenes of different origins, extracted from the natural asphaltite and from the oil of the Sredne-Ugutskoye Oilfield, are presented. The influence of the initial asphaltene composition on the composition and properties of the resulting carbon materials is analyzed. The initial asphaltenes and the samples of the carbon materials are characterized by the methods of X-ray diffraction, differential thermal analysis, X-ray fluorescence analysis, IR-Fourier spectroscopy, laser diffraction, transmission and scanning electron microscopy. The changes in the composition and structure of the asphaltenes are determined before and after their plasma treatment and the hypotheses are put forward concerning the chemical processes causing the changes in the molecular structure of the samples. As a result of plasma treatment of asphaltenes (100 A, 30 s), it was shown that graphitization occurs, as well as oxidation, and a decrease in sulfur content. Moreover, nanotubes and nano-onions have been detected using electron microscopy. Petroleum asphaltenes after plasma treatment give a less thermostable carbon material, but with a lower content of heteroatoms, and with a large amount of sulfur in the composition of sulfoxide structural fragments. This method is shown to be a promising technology for processing the petroleum feedstock enriched with heavy asphaltene components for the manufacture of carbon nanomaterials: nanotubes, nano-onions and polyhedral graphite.

关键词： Asphaltenes Natural asphaltite Carbon materials Nanomaterials Plasma treatment Graphite

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Genetic diversity and differentiation of pedunculate ( Quercus robur ) and sessile ( Q. petraea ) oaks

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Journal of Forestry Research 2020年第6期31卷 2445-2452页

作者： Girmantė Jurkšienė Oleg YuBaranov dmitry IKagan Olja A.Kovalevič-Razumova Virgilijus Baliuckas Forest Genetics and Tree Breeding Department Institute of ForestryLithuanian Research Centre for Agriculture and ForestryLiepųstr.1 Girionys53101 Kaunas DistrictLithuania Forest Research Institute of the National Academy of Sciences of Belarus Proletarskaja str.71246050 GomelRepublic of Belarus Institute of Forest Biology and Silviculture Vytautas Magnus University Agriculture AcademyStudentųstr.1153361 AkademijaKaunas DistrictLithuania

This study was conducted to determine the parent-off spring genetic structure of the pedunculate oak(Quercus robur L.),sessile oak(***[Matt.]Liebl.)and their *** half-sib Quercus families and their maternal trees originating from one tree stand in southern Lithuania were analyzed using SSR and RAPD *** on a preliminary study of leaf morphological traits,the individuals separated into six *** studied halfsib oak families were also compared for allelic diversity,including group variations;genotypic structure;genetic diversity;and the degree of genetic subdivision and diff *** level of genetic variation and subdivision was lower in the hybrid families than in the families of the parental *** analysis of the half-sibling off spring showed the asymmetric nature of interspecifi c hybridization processes of pedunculate and sessile oaks in mixed stands.

关键词： Half-sib families Interspecifi c oak hybrids Microsatellites Off spring Simple sequence repeats(SSRs) Randomly amplifi ed polymorphic DNA(RAPD)

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GFAP expression in the optic nerve and increased Н2S generation in the integration centers of the rainbow trout（Oncorhynchus mykiss） brain after unilateral eye injury

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Neural Regeneration Research 2020年第10期15卷 1867-1886页

作者： Evgeniya V.Pushchina Anatoly A.Varaksin dmitry K.Obukhov Igor M.Prudnikov A.V.Zhirmunsky National Scientific Center of Marine Biology Far Eastern BranchRussian Academy of SciencesVladivostokRussia A.A.Bogomoletz Institute of Physiology National Academy of Sciences of UkraineKievUkraine St.Petersburg State University St.PetersburgRussia

Hydrogen sulfide(H2S)is considered as a protective factor against cardiovascular ***,there are few reports on the effects of H2S in the central nervous system during stress or *** studies on goldfish have shown that astrocytic response occurs in the damaged and contralateral optic *** fibrillary acidic protein(GFAP)concentration in the optic nerves of rainbow trout has not been measured *** study further characterized the astrocytic response in the optic nerve and the brain of a rainbow trout(Oncorhynchus mykiss)after unilateral eye injury and estimated the amount of H2S-producing enzyme cystathionineβ-synthase(CBS)in the brain of the rainbow *** 1 week after unilateral eye injury,a protein band corresponding to a molecular weight of 50 kDa was identified in the ipsi-and contralateral optic nerves of the rainbow *** concentration of GFAP in the injured optic nerve increased compared to the protein concentration on the contralateral *** results of a quantitative analysis of GFAP+cell distribution in the contralateral optic nerve showed the largest number of GFAP+cells and fibers in the optic nerve *** the damaged optic nerve,patterns of GFAP+cell migration and large GFAP+bipolar activated astrocytes were detected at 1 week after unilateral eye *** study of H2S-producing system after unilateral eye injury in the rainbow trout was conducted using enzyme-linked immunosorbent assay,western blot analysis,and immunohistochemistry of polyclonal antibodies again st CBS in the integrative centers of the brain:telencephalon,optic tectum,and ***-linked immunosorbent assay results showed a 1.7-fold increase in CBS expression in the rainbow trout brain at 1 week after unilateral eye injury compared with that in intact *** the ventricular and subventricular regions of the rainbow trout telencephalon,CBS+radial glia and neuroepithelial cells were *** unilateral eye injury

关键词： astrocyte-like cells glial fibrillary acidic protein hydrogen sulfide neuroepithelial cells neuroprotection radial glial cells rainbow trout(Oncorhynchus mykiss) reactive oxygen species unilateral eye injury

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Compliance and adherence to oral anticoagulation therapy in elderly patients with atrial fibrillation in the era of direct oral anticoagulants

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Journal of Geriatric Cardiology 2016年第9期13卷 807-810页

作者： Svetlana V Garkina Tatiana V Vavilova dmitry S Lebedev Evgeny N Mikhaylov Arrhythmia Department Almazov Federal North-West Medical Research Centre Saint-Petersburg Russian Federation Nearomodulation unit Almazov Federal North-West Medical Research Centre Saint-Petersburg Russian Federation Department of Clinical Laboratory Diagnostics and Genetics Almazov Federal North-West Medical Research Centre Saint-Petersburg Russian Federation

Thromboembolic complications represent a substantial problem in patients with atrial fibrillation （AF）. The prevalence of AF burden and associated arterial and venous thrombosis progressively increases with age. At ... 详细信息

关键词： Adherence Anticoagulation Atrial fibrillation Compliance Direct anticoagulants Elderly Novel oral anticoagulants

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Development of necrotizing enterocolitis after blood transfusion in very premature neonates

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World Journal of Pediatrics 2023年第1期19卷 68-75页

作者： Travis L.Odom Jessica Eubanks Nusiebeh Redpath Erica Davenport dmitry Tumin Uduak S.Akpan Department of Pediatrics University of Texas Health Sciences Campus7703 Floyd Curl DriveSan AntonioTX 78229-3900USA Department of Pediatrics Brody School of Medicine at EastCarolina UniversityGreenvilleNCUSA ECU Health Medical Center GreenvilleNCUSA

Background Prior studies report conflicting evidence on the association between packed red blood cell(PRBC)transfu-sions and necrotizing enterocolitis(NEC),especially in early weeks of life where transfusions are frequent and spontaneous intestinal perforation can mimic *** primary objective of this study was to evaluate the association between PRBC transfusions and NEC after day of life(DOL)14 in very premature *** A retrospective cohort analysis of very premature neonates was conducted to investigate association between PRBC transfusions and NEC after DOL *** endpoints were PRBC transfusions after DOL 14 until the date of NEC diagnosis,discharge,or *** ranked-sum and Fisher's exact tests,Cox proportional hazards regression,and Kaplan-Meier curves were used to analyze *** Of 549 premature neonates,186(34%)received transfusions after DOL 14 and nine(2%)developed NEC(median DOL=38;interquartile range=32-46).Of the nine with NEC after DOL 14,all were previously transfused(P<0.001);therefore,hazard of NEC could not be *** hoc analysis of patients from DOL 10 onward included five additional patients who developed NEC between DOL 10 and DOL 14,and the hazard of NEC increased by a factor of nearly six after PRBC transfusion(hazard ratio=5.76,95%confidence interval=1.02-32.7;P=0.048).Conclusions Transfusions were strongly associated with NEC after DOL *** studies are needed to determine if restrictive transfusion practices can decrease incidence of NEC after DOL 14.

关键词： Necrotizing enterocolitis Packed red blood cells Transfusions Very low birth weight infants

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