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A hybrid machine-learning model for solar irradiance forecasting

Clean Energy 2024年第1期8卷 100-110页

作者： Ameera M.Almarzooqi mahe. maalouf Tarek H.M.El-Fouly Vasileios E.Katzourakis Mohamed S.El Moursi Constantinos V.Chrysikopoulos Department of Industrial and Systems Engineering Khalifa UniversityAbu DhabiPO Box 127788UAE Electrical Engineering and Computer Science Department Khalifa University Abu DhabiUAE Department of Civil Infrastructure and Environmental Engineering Khalifa UniversityAbu DhabiPO Box 127788UAE School of Chemical and Environmental Engineering Technical University of CreteChaniaGreece

Nowcasting and forecasting solar irradiance are vital for the optimal prediction of grid-connected solar photovoltaic(PV)power *** plants face operational challenges and scheduling dispatch difficulties due to the fluctuating nature of their power *** the generation capacity within the electric grid increases,accurately predicting this output becomes increasingly essential,especially given the random and non-linear characteristics of solar irradiance under variable weather *** study presents a novel prediction method for solar irradiance,which is directly in correlation with PV power output,targeting both short-term and medium-term forecast *** proposed hybrid framework employs a fast trainable statistical learning technique based on the truncated-regularized kernel ridge regression *** proposed method excels in forecasting solar irradiance,especially during highly intermittent weather periods.A key strength of our model is the incorporation of multiple historical weather parameters as inputs to generate accurate predictions of future solar irradiance values in its scalable *** evaluated the performance of our model using data sets from both cloudy and sunny days in Seattle and Medford,USA and compared it against three forecasting models:persistence,modified 24-hour persistence and least *** on three widely accepted statistical performance metrics(root mean squared error,mean absolute error and coefficient of determination),our hybrid model demonstrated superior predictive accuracy in varying weather conditions and forecast horizons.

关键词： solar power generation kernel ridge regression hybrid model forecasting

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Solitary fibrous tumor:A case report of this multifaceted tumor

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World Journal of Clinical Cases 2024年第25期12卷 5791-5797页

作者： Hani maalouf Ribal Aby Hadeer Souad Ghattas Omar Tabbikha Hasan Numan Raja Wakim Department of General Surgery University of BalamandBeirut 100Lebanon Department of General Surgery Mount Lebanon Hospital University Medical CenterBeirut 7031Lebanon

BACKGROUND Solitary fibrous tumor(SFT)is a remarkably uncommon mesenchymal ***6 level and a combination of clinical,pathological,and molecular features are required to arrive at a proper *** SUMMARY In this report,we present an intriguing case involving a 43-year-old woman who initially exhibited symptoms of a bleeding retroperitoneal tumor,initially resembling a gastrointestinal stromal tumor,but later confirmed as an ***,a year later,what was initially believed to be a recurrence of her SFT was instead identified as a desmoid *** Distinguishing SFT from other tumors was *** misdiagnoses of tumor type initially and of recurrence later was necessary for appropriate treatment of the correct desmoid type.

关键词： Solitary fibrous tumor Retroperitoneal tumor Soft tissue neoplasms Sarcoma NAB2-STAT6 Case report

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测定畦灌渗透特性的最优化技术

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农业新技术新方法译丛 1989年第4期 10-15页

作者： mahe.,BL 陈世勇

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Techno-economic analysis of the Li-ion batteries and reversible fuel cells as energy-storage systems used in green and energy-efficient buildings

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Clean Energy 2021年第2期5卷 273-287页

作者： Ahmad Mayyas Assia AChadly Iman Khaleel mahe. maalouf Khalifa University of Science and Technology Abu DhabiUAE

Green buildings have become broadly adopted in commercial and residential sectors with the objective of minimizing environmental impacts through reductions in energy usage and water usage and,to a lesser extent,minimizing environmental disturbances from the building *** this paper,we develop and discuss a techno-economic model for a green commercial building that is 100%powered by a photovoltaic(PV)system in stand-alone configuration.A medium-sized office building in El Paso,TX was modelled to rely on a photovoltaic system to supply all of its electricity needs either directly from the PV system or through an energy-storage system(ESS)using Li-ion batteries(LIBs)or reversible fuel cells(RFCs).Cost results show that a 400-kW PV system can generate electricity at a cost of 2.21 cents/kWh in El Paso,TX and the average levelized cost of energy storage(LCOS)using 450-kW RFC is~31.3 cents/kWh,while this could reach as low as 25.5 cents/kWh using a small LIB *** the RFC provides the flexibility required to meet building-energy demand,LIBs may not be able to meet building needs unless the storage size is increased substantially,which in turn incurs more energy-storage cost,making LIBs less favourable from an economic *** analysis revealed that capital cost,discount rate and expected system lifetime play key roles in shaping the LCOS in both systems.

关键词： green-building energy-storage systems fuel cell hydrogen Li-ion batteries reversible fuel cells

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第三纪或白垩纪巴伦支陆架的斯匹次卑尔根逆掩褶皱带

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国外地质与勘测 1996年第3期 9-15页

作者： mahe.,HD 张传林

有几篇发表的论文提出斯匹次卑尔根逆掩褶皱带形成主期为晚白垩世，而不过去认为的第三纪。之于地壳对转换挤压板块运动的相应模型，问题是关键的。

关键词：第三纪白垩纪陆架巴伦支陆架褶皱带

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A FULL CURRENT AC-MODULATION EXPERIMENT IN CT-6B TOKAMAK

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Chinese Physics Letters 1990年第10期7卷 449-452页

作者： HAN Gonghe QI Xiazhi WANG Wenshu ZHENG Shaobai LIU mahe Institute of Physics Academia SinicaBeijing 100080 University of Science and Technology of China Hefei 230026

A full current ac-modulating tokamak discharges have been achieved in the CT-6B *** modulating changes are observed in plasma current,loop voltage,soft X-ray radiations,electron density,Hαline emission,and hard X-ray radiations when the modulating pulse is *** continuous tokamak operation with many cycles of low frequency modulating plasma current indicates the possibility of steady state tokamak operation.

关键词： tokamak TOKAMAK pulse

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Food legume production in China

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The Crop Journal 2017年第2期5卷 115-126页

作者： Ling Li Tao Yang Rong Liu Bob Redden Fouad maalouf Xuxiao Zong Institute of Crop Science Chinese Academy of Agricultural Sciences Beijing China Liaoning Research Institute of Cash Crops Liaoyang China Australian Grains Oenebank Grains Innovation Parle Department of Economic Development Horsham Australia International Center for Agricultural Research in the Dry Areas Terbol Lebanon

Food legumes comprise all legumes grown for human food in China as either dry grains or vegetables,except for soybean and *** has a vast territory with complex ecological ***,intercropping,and mixed cropping involving pulses are normal cropping systems in *** indigenous or introduced crops,pulses have played an important role in Chinese cropping systems and made an important contribution to food resources for humans since ancient *** six major food legume species(pea,faba bean,common bean,mung bean,adzuki bean,and cowpea) are the most well-known pulses in China,as well as those with more local distributions;runner bean,lima bean,chickpea,lentil,grass pea,lupine,rice bean,black gram,hyacinth bean,pigeon pea,velvet bean,winged bean,guar bean,sword bean,and jack *** has remained the world's leading producer of peas,faba beans,mung beans,and adzuki beans in recent decades,as documented by FAO statistics and China Agriculture Statistical *** demand for food legumes as a healthy food will markedly increase with the improvement of living standards in *** China officially joined the World Trade Organization(WTO) in2001,imports of pea from Canada and Australia have rapidly increased,resulting in reduced prices for dry pea and other food *** reduced profits for food legume crops,their sowing area and total production has decreased within *** the same time,the rising consumer demand for vegetable food legumes as a healthy food has led to attractive market prices and sharp production increases in *** food legumes have reduced growing duration and enable flexibility in cropping *** the future,production of dry food legumes will range from stable to slowly decreasing,while production of vegetable food legumes will continue to increase.

关键词： Food legumes Production Cropping systems Trends China

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瞬变电磁法在Okiep铜矿区用于间接找浸染矿

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物探化探译丛 1989年第1期 19-22页

作者： mahe.,MJ 聂馨五

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Redefining pandemic preparedness:Multidisciplinary insights from the CERP modelling workshop in infectious diseases,workshop report

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Infectious Disease Modelling 2024年第2期9卷 501-518页

作者： Marta C.Nunes Edward Thommes Holger Fröhlich Antoine Flahault Julien Arino Marc Baguelin Matthew Biggerstaff Gaston Bizel-Bizellot Rebecca Borchering Giacomo Cacciapaglia Simon Cauchemez Alex Barbier--Chebbah Carsten Claussen Christine Choirat Monica Cojocaru Catherine Commaille-Chapus Chitin Hon Jude Kong Nicolas Lambert Katharina B.Lauer Thorsten Lehr Cédric mahe.Vincent Marechal Adel Mebarki Seyed Moghadas Rene Niehus Lulla Opatowski Francesco Parino Gery Pruvost Andreas Schuppert Rodolphe Thiébaut Andrea Thomas-Bachli Cecile Viboud Jianhong Wu Pascal Crépey PascalCrepey Center of Excellence in Respiratory Pathogens(CERP) Hospices Civils de Lyon(HCL)and Centre International de Recherche en Infectiologie(CIRI)Équipe SantéPubliqueÉpidémiologie etÉcologieÉvolutive des Maladies Infectieuses(PHE3ID)Inserm U1111CNRS UMR5308ENS de LyonUniversitéClaude Bernard Lyon 1LyonFrance South African Medical Research Council Vaccines&Infectious Diseases Analytics Research UnitFaculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa New Products and Innovation(NPI) Sanofi Vaccines(Global)TorontoOntarioCanada Department of Mathematics and Statistics University of GuelphGuelphOntarioCanada Fraunhofer Institute for Algorithms and Scientific Computing(SCAI) Department of BioinformaticsSchloss BirlinghovenSankt AugustinGermany University of Bonn Bonn-Aachen International Center for IT(b-it)BonnGermany Institute of Global Health Faculty of MedicineUniversity of GenevaGenevaSwitzerland and Swiss School of Public HealthZürichSwitzerland Department of Mathematics University of ManitobaWinnipegManitobaCanada MRC Centre for Global Infectious Disease Analysis School of Public HealthImperial College LondonLondonUK Centre for Mathematical Modelling of Infectious Diseases Department of Infectious Disease EpidemiologyLondon School of Hygiene&Tropical MedicineLondonUK National Center for Immunization and Respiratory Diseases(NCIRD) US Centers for Disease Control and Prevention(CDC)AtlantaGAUSA Departement of Computational Biology Departement of Global HealthInstitut PasteurParisFrance Institut de Physique des Deux Infinis de Lyon(IP2I) UMR5822IN2P3/CNRSUniversitéClaude Bernard Lyon 1VilleurbanneFrance Mathematical Modelling of Infectious Diseases Unit Institut PasteurUniversitéParis CitéUMR2000 CNRSParisFrance Decision and Bayesian Computation Institut PasteurUniversitéParis CitéCNRS UMR 3571France Fraunhofer-Institute for Translational Medicine and Pharmacology HamburgGermany Institute of Global Health Faculty of MedicineUniversity of

In July 2023,the Center of Excellence in Respiratory Pathogens organized a two-day workshop on infectious diseases modelling and the lessons learnt from the Covid-19 *** report summarizes the rich discussions that occurred during the *** workshop participants discussed multisource data integration and highlighted the benefits of combining traditional surveillance with more novel data sources like mobility data,social media,and wastewater *** advancements were noted in the development of predictive models,with examples from various countries showcasing the use of machine learning and artificial intelligence in detecting and monitoring disease *** role of open collaboration between various stakeholders in modelling was stressed,advocating for the continuation of such partnerships beyond the pandemic.A major gap identified was the absence of a common international framework for data sharing,which is crucial for global pandemic ***,the workshop underscored the need for robust,adaptable modelling frameworks and the integration of different data sources and collaboration across sectors,as key elements in enhancing future pandemic response and preparedness.

关键词： Modelling Covid-19 Infectious diseases Pandemic preparedness Workshop

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2014-2018年新疆人感染H7N9禽流感分子流行病学特征分析

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中国人兽共患病学报 2024年第8期40卷 774-781页

作者：郜振国马合木提赵俊黄佳张璇陈媛丽娜·吐尔逊巴依李泉希马鑫新疆维吾尔自治区疾病预防控制中心新疆病媒传染病重点实验室乌鲁木齐830002

目的分析2014-2018年新疆14例人感染H7N9禽流感病例的分子流行病学特征,为防控及治疗提供科学依据。方法提取核酸后采用高通量基因测序技术获得基因组序列,并用生物信息学分析软件对基因组序列进行同源性分析、进化分析、变异位点分析... 详细信息

目的分析2014-2018年新疆14例人感染H7N9禽流感病例的分子流行病学特征,为防控及治疗提供科学依据。方法提取核酸后采用高通量基因测序技术获得基因组序列,并用生物信息学分析软件对基因组序列进行同源性分析、进化分析、变异位点分析及同源建模。结果14例人感染H7N9禽流感病毒HA基因核苷酸同源性介于97.39%~100%,氨基酸同源性介于98.38%~100%;NA基因核苷酸同源性介于97.73%~100%,氨基酸同源性介于97.73%~100%,均属于长江三角洲谱系和低致病性禽流感病毒,分属于2个亚分支,与A/Hunan/02650/2016疫苗株最为接近。HA蛋白G186V、T160A全部发生了变异,Q226L中13株病毒发生了变异,NA蛋白4个关键的神经氨酸酶抑制剂耐药位点全部未发生变异。M2蛋白S31N和V27A位点全部发生了突变,PB1蛋白T368V位点全部发生了突变,PA蛋白位点K356R全部发生了突变。结论新疆H7N9禽流感病毒具有双受体结合性,对金刚烷胺类药物耐药,对神经氨酸酶抑制剂敏感,可在疾病发生早期及时使用神经氨酸酶抑制剂。需加强禽流感病毒基因组变化的监测,做好基因突变的应对措施。

关键词：禽流感 H7N9 分子流行病学

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