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A hybrid machine learning approach based study of production forecasting and factors influencing the multiphase flow through surface chokes

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Petroleum 2024年第2期10卷 354-371页

作者： Waquar kaleem saurabh Tewari Mrigya Fogat Dmitriy A.Martyushev Department of Industrial and Manufacturing Engineering The Pennsylvania State UniversityUniversity ParkPA16802United States Department of Data sciences Gyan Ganga Institute of Technology and SciencesJabalpur482002India Department of Petroleum and Geo-Engineering Rajiv Gandhi Institute of Petroleum Technology JaisBahadurpur229304India Department of Oil and Gas Technologies Perm National Research Polytechnic UniversityPerm614990Russia

surface chokes are widely utilized equipment installed on wellheads to control hydrocarbon flow *** correlations have been suggested to model the multiphase flow of oil and gas via surface ***,substantial errors have been reported in empirical fitting models and correlations to estimate hydrocarbon flow because of the reservoir's heterogeneity,anisotropism,variance in reservoir fluid characteristics at diverse subsurface depths,which introduces complexity in production ***,the estimation of daily oil and gas production rates is still challenging for the petroleum ***,hybrid data-driven techniques have been reported to be effective for estimation problems in various aspects of the petroleum *** paper investigates hybrid ensemble data-driven approaches to forecast multiphase flow rates through the surface choke(*** generalization and voting architectures),followed by an assessment of the impact of input production control ***,machine learning models are also trained and tested individually on the production data of hydrocarbon wells located in North *** engineering has been properly applied to select the most suitable contributing control variables for daily production rate *** study provides a chronological explanation of the data analytics required for the interpretation of production *** test results reveal the estimation performance of the stacked generalization architecture has outperformed other significant paradigms considered for production forecasting.

关键词： Machine learning Tree-based methods stacking ensemble Multiphase flow Data analytics Wellhead choke variables

Electrochemical performance of a symmetric supercapacitor device designed using laser-induced multilayered graphene

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新型炭材料(中英文) 2024年

作者： Gargi Dhiman kavita kumari Bon-Heun koo Faheem Ahmed Nagih M.shaalan saurabh Dalela Parvez A.Alvi Ranjeet kumar Brajpuriya shalendra kumar Department of Physics School of Advanced EngineeringUPES Industrial Technology Research Institute Changwon National University Changwon Department of Applied sciences and Humanities Faculty of Engineering and Technology Jamia Millia Islamia Department of Physics College of Science King Faisal University Physics Department Faculty of Science Assiut University Department of Pure & Applied Physics University of Kota Department of Physical science

This study demonstrates a facile and economical approach for fabricating laser-induced graphene（LIG）, which results in improved electrochemical performance. Polyimide polymer was used as a starting material for LIG synthesis and irradiated under ambient conditions using a CO2laser. The prepared LIG samples were characterized by Raman spectroscopy and FTIR, which validated the formation of multilayered graphene containing sp2 hybridized C=C bonds. The FE-sEM revealed three-dimensional sheetlike structures, while HR-TEM images displayed lattice planes with an interplanar spacing of approximately 0.33 nm, corresponding to the（002） plane of graphene. The electrochemical performance of the as-prepared LIG samples demonstrated a remarkable areal specific capacitance（CA） of 51 mF cm-2(170 F g-1) at 1 mA cm-2(3.3 A g-1) in a three-electrode configuration with 1M kOH as the aqueous electrolyte. The LIG electrodes produced an energy density of ～3.5 μWh cm-2and a power density of ～350 μW cm-2,demonstrating significant energy storage capabilities. Additionally, the electrodes exhibited excellent cyclic stability, retaining 87%of their specific capacitance after 3 000 cycles at 1 mA/cm2. The symmetric supercapacitor fabricated with LIG electrodes and the tested 1M kOH electrolyte showed a specific capacitance of 23 mF cm-2and maintained excellent retention after 10,000 cycles,showing LIG's potential for supercapacitor applications.

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structural, electronic, and mechanical properties of cubic TiO_2:A first-principles study

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Chinese Physics B 2018年第1期27卷 492-500页

作者： Debashish Dash Chandan k Pandey saurabh Chaudhury susanta k Tripathy Department of Electrical Engineering National Institute of TechnologySilchar Assam Department of Electronics and Communication Engineering National Institute of TechnologySilchar Assam

We present an analysis of structural, electronic, and mechanical properties of cubic titanium dioxide （TiO2） using an all electron orthogonalzed linear combinations of atomic orbitals （OLCAO） basis set under the framework of density functional theory （DFT）. The structural property, especially the lattice constant a, and the electronic properties such as the band diagram and density of states （DOs） are studied and analyzed. The mechanical properties such as bulk moduli, shear moduli, Young＇s Moduli, and Poison＇s ratio are also investigated thoroughly. The calculations are carried out on shear moduli and anisotropy factor for cubic TiO2. The Vickers hardness is also tested for fluorite and pyrite cubic-structured TiO2. Furthermore, the results are compared with the previous theoretical and experimental results. It is found that DFT- based simulation produces results which are approximation to experimental results, whereas the calculated elastic constants are better than the previous theoretical and experimental values.

关键词： density functional theory cubic TiO2 structural electronic and mechanical properties

Effect of deep cryogenic treatment on the microstructural,mechanical and ballistic properties of AA7075-T6 aluminum alloy

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Defence Technology（防务技术） 2023年第12期30卷 101-110页

作者： s.Dharani kumar U.Magarajan saurabh s kumar Rodríguez-Millan M Centre for Machining and Material Testing KPR Institute of Engineering and TechnologyCoimbatoreIndia Department of Mechanical Engineering Sri Venkateswara College of EngineeringChennaiIndia scientific Officer Ballistic Research Centre&Testing RangeNational Forensic Sciences UniversityGandhi NagarIndia Department of Mechanical Engineering University Carlos Ⅲ of MadridLeganesMadridSpain

The study focused on investigating the effect of Deep Cryogenic Treatment(DCT)on the mechanical and ballistic properties of AA7075-T6 aluminum *** microstructure,microhardness,tensile strength,and impact strength of the Base Material(BM)and DCT-treated 7075 samples were analyzed through metallographic analysis and mechanical *** microstructure of the DCT-treated 7075 samples revealed fine grains and a distribution of secondary phase *** tensile strength,impact strength,and microhardness of DCT-treated samples increased by 7.41%,4%,and 9.68%,respectively,compared to the BM *** fractography analysis of the tensile samples showed cleavage facets,microvoids,and dimples in both the *** ballistic behavior of the BM and DCT target plates were studied by impacting hard steel core projectiles at a velocity of 750±10 m/*** target plates failed due to petaling and ductile hole enlargement,and the depth of penetration(DOP)of the DCT target was less than that of the BM target,indicating a higher ballistic *** post-ballistic microstructure examination of the target plates showed the formation of an Adiabatic shear Band(AsB)without any *** was concluded that the DCT treatment improved the mechanical and ballistic properties of the aluminum alloy due to grain refinement and high dislocation density.

关键词： Deep cryogenic treatment AA7075-T6 Mechanical properties Ballistic Adiabatic shear band

Revisiting novel symmetries in coupled N=2 supersymmetric quantum systems:examples and supervariable approach

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Communications in Theoretical Physics 2020年第10期72卷 103-112页

作者： Aditi Pradeep Anjali s Binu M Nair saurabh Gupta Department of Physics and Astronomy University of British ColumbiaVancouver Campus325-6224 Agricultural RoadVancouverBC V6T 1Z1Canada Department of Physics National Institute of Technology Calicut

We revisit the novel symmetries in N=2 supersymmetric quantum mechanical models by considering specific examples of coupled ***,we extend our analysis to a general case and list out all the novel *** each case,we show the existence of two sets of discrete symmetries that correspond to the Hodge duality operator of differential ***,we are able to provide a proof of the conjecture which points out the existence of more than one set of discrete symmetry transformations corresponding to the Hodge duality ***,we derive on-shell nilpotent symmetries for a generalized superpotential within the framework of supervariable approach.

关键词： N=2 sUsY quantum mechanical system continuous and discrete symmetries de Rham cohomological operators (anti-)chiral supervariable approach sUsY invariant restrictions

Metformin reduces testosterone level in type 2 diabetes mellitus patients and its therapy by traditional medicine

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Clinical Traditional Medicine and Pharmacology 2024年第4期5卷 19-26页

作者： Gorika Tomar Mitushi singh Isha sharma Anuj Nautiyal saurabh Aggarwal subhash Chandra Havagiray R.Chitme Cassio Rocha Medeiros Micheline de Azevedo Lima Lucia Raquel de Lima Henrique Douglas Melo Coutinho Bhavna kumar Department of Pharmacy Practice School of Pharmaceutical SciencesSGRR UniversityPatel NagarDehradun 248001UttarakhandIndia Department of Medicine Shri MahantIndiresh HospitalSGRR UniversityPatel NagarDehradun 248001UttarakhandIndia Department of Pharmaceutical Chemistry School of Pharmaceutical SciencesSGRR UniversityPatel NagarDehradun 248001UttarakhandIndia Department of Pharmacology and Toxicology Amity Institute of PharmacyAmity UniversitySector-125Noida 201313 UPGwaliorIndia CECAPE College Av.Padre Cícero3917-São JoséJuazeiro do Norte 63024-015CEBrazil Department of Molecular Biology Federal University of Paraiba-UFPBJoao Pessoa 58051-900ParaibaBrazil Department of Biological Chemistry Regional University of Cariri-URCACrato 63105-000CEBrazil Department of Pharmaceutics DIT UniversityDehradun 248009UttarakhandIndia

Background:Type 2 Diabetes Mellitus(T2DM)is a chronic metabolic disorder characterized by insulin resistance and ***,a commonly prescribed treatment for T2DM,is known for its effectiveness in improving glycemic *** studies suggest that metformin may also influence testosterone levels in male patients,a hormone crucial for male reproductive health,muscle mass maintenance,and overall quality of *** plants were traditionally used for influencing the testosterone level in the body which may be given as a therapy for the side–effects of metformin ***:To assess the impact of metformin treatment on testosterone levels in male patients with T2DM compared to non-diabetic males,and to evaluate the potential implications of traditional medical treatments in managing the consequences of reduced testosterone ***:This study is a prospective observational investigation conducted among a total of 60 patients,divided into two groups:30 males taking metformin as a hyperglycaemic agent with T2DM and 30 males without any diabetic *** study was be carried out in different outpatient department of shri Mahant Indiresh Hospital,Patel Nagar,Dehradun to assess the level of testosterone in male patients with T2DM taking metformin and in non-Diabetic *** on these findings,potential traditional medicines methods for reducing testosterone levels were ***:It was demonstrated that male patients with T2DM undergoing metformin treatment exhibited significant reduction in testosterone serum levels compared to non-diabetic *** plants were examinedand,and clinical studies were conducted on *** was discovered that these plants have been effective in increasingtestosterone level,suggesting their potential use as therapy for ***:This study shows reduction in the testosterone levels,which may lead to low sex drives and induction of low testosterone induced erectile dy

关键词： Type 2 diabetes mellitus Testosterone Metformin Erectile dysfunction Hyperglycaemia

Capture the variation of the pore pressure with different geological age from seismic inversion study in the Jaisalmer sub-basin,India

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Petroleum science 2020年第6期17卷 1556-1578页

作者： Raman Chahal saurabh Datta Gupta Department of Applied Geophysics Indian Institute of Technology(Indian School of Mines)DhanbadDhanbadJharkhand 826004India

Geoscientific evidence shows that various parameters such as compaction,buoyancy effect,hydrocarbon maturation,gas effect and tectonic activities control the pore pressure of sub-surface *** controlled geoscientific data in the tectonically active areas is significantly useful for robust estimation of pre-drill pore *** reservoir which is tectonically complex and pore pressure is changing frequently that circumference motivated us to conduct this *** changes in pore pressure have been captured from the fine-scale to the broad scale in the Jaisalmer *** pressure variation has been distinctly observed in pre-and post-Jurassic age based on the current ***-stack seismic inversion study was conducted to capturing the variation of pore *** of low-frequency spectrum and integrated interval velocity model provided a detailed feature of pore pressure in each compartment of the study *** pressure estimated from well log data was correlated with seismic inversion based *** on the current study one well has been proposed where pore pressure was estimated and two distinguished trends are identified in the study *** approaches of the current study were analysed thoroughly and it will be highly useful in complex reservoir condition where pore pressure varies frequently.

关键词： Pore pressure seismic inversion Clastic and carbonate reservoir

synthesis and evaluation of novel analogues of mangiferin as potent antipyretic

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Asian Pacific Journal of Tropical Medicine 2011年第11期4卷 866-869页

作者： shashi kant singh saurabh k s.nha sk Prasad R kumar Bhawani s Bithu s sadish kumar P singh Varanasi College of Pharmacy Uttar PradeshVaranasiIndia Department of Pharmaceutics Institute of TechnologyBanaras Hindu UniversityVaranasiUttar PradeshIndia Institute of Technology and sciences Paramedical College(Pharmacy)MuradnagarUttar PradeshIndia Uday Pratap College VaranasiUttar PradeshIndia

Objective:To screen different analogues of mangiferin pharmacologically for antipyretic activity. Methods:The naturally occurring xanthone glycoside mangiferin was isolated by column chromatography from the elhanolic extract of stem bark of Mangifera *** was further converted to 5-(N-phenylamino methyleno) mangiferin.5-(N-p-chlorophenylamino methyleno) mangiferin,5-(N-2-methyl phenylamino methyleno) mangiferin.5-(N-p-methoxy phenylamino methyleno) mangiferin.5-(N,N-diphenylamino methyleno) mangiferin,5-(N-α-napthylamino methyleno) mangiferin and 5-(N-4-methyl phenylamino methyleno) mangiferin *** synthesized compounds were further screened for antipyretic activity along with mangiferin at a dose level of 100 and 200 tng/*** and its analogues were characterized by melting point and R_f value determination and through spectral technique like UV,IR,and NMR spectral ***:The antipyretic activity of mangiferin as well as all analogues was found to be more significant in at higher dose ie.200 mg/kg which was depicted thmugh a decrease in rectal temperature up to 3 ***:The antipyretic activity of mangiferin and its analogues may be attributed to inhibition in synthesis of TNF-αand anti-oxidant activity associated with amelioration of inflammatory actions of cytokines.

关键词： Mangifera indica Mangiferin Antipyretic

Performance analysis and design of MIMO-OFDM system using concatenated forward error correction codes

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Journal of Central south University 2017年第6期24卷 1322-1343页

作者： Arun Agarwal saurabh N.Mehta PhD scholar School of Electrical EngineeringDepartment of Information TechnologyAMET UniversityTamil NaduChennai 603112India Department of Electronics and Telecommunication Engineering Vidyalankar Institute of TechnologyMumbai-400037MaharashtraIndia

This work investigates the performance of various forward error correction codes, by which the MIMO-OFDM system is deployed. To ensure fair investigation, the performance of four modulations, namely, binary phase shift keying(BPsk), quadrature phase shift keying(QPsk), quadrature amplitude modulation(QAM)-16 and QAM-64 with four error correction codes(convolutional code(CC), Reed-solomon code(RsC)+CC, low density parity check(LDPC)+CC, Turbo+CC) is studied under three channel models(additive white Guassian noise(AWGN), Rayleigh, Rician) and three different antenna configurations(2×2, 2×4, 4×4). The bit error rate(BER) and the peak signal to noise ratio(PsNR) are taken as the measures of performance. The binary data and the color image data are transmitted and the graphs are plotted for various modulations with different channels and error correction codes. Analysis on the performance measures confirm that the Turbo + CC code in 4×4 configurations exhibits better performance.

关键词： bit error rate (BER) convolutional code (CC) forward error correction peak signal to noise ratio (PsNR) Turbo code