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Aquaporin-4-IgG-seropositive neuromyelitis optica spectrum disorders:progress of experimental models based on disease pathogenesis
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作者 Li Xu Huiming Xu Changyong Tang 《Neural Regeneration Research》 SCIE CAS 2025年第2期354-365,共12页
Neuromyelitis optica spectrum disorders are neuroinflammatory demyelinating disorders that lead to permanent visual loss and motor dysfunction.To date,no effective treatment exists as the exact causative mechanism rem... Neuromyelitis optica spectrum disorders are neuroinflammatory demyelinating disorders that lead to permanent visual loss and motor dysfunction.To date,no effective treatment exists as the exact causative mechanism remains unknown.Therefore,experimental models of neuromyelitis optica spectrum disorders are essential for exploring its pathogenesis and in screening for therapeutic targets.Since most patients with neuromyelitis optica spectrum disorders are seropositive for IgG autoantibodies against aquaporin-4,which is highly expressed on the membrane of astrocyte endfeet,most current experimental models are based on aquaporin-4-IgG that initially targets astrocytes.These experimental models have successfully simulated many pathological features of neuromyelitis optica spectrum disorders,such as aquaporin-4 loss,astrocytopathy,granulocyte and macrophage infiltration,complement activation,demyelination,and neuronal loss;however,they do not fully capture the pathological process of human neuromyelitis optica spectrum disorders.In this review,we summarize the currently known pathogenic mechanisms and the development of associated experimental models in vitro,ex vivo,and in vivo for neuromyelitis optica spectrum disorders,suggest potential pathogenic mechanisms for further investigation,and provide guidance on experimental model choices.In addition,this review summarizes the latest information on pathologies and therapies for neuromyelitis optica spectrum disorders based on experimental models of aquaporin-4-IgG-seropositive neuromyelitis optica spectrum disorders,offering further therapeutic targets and a theoretical basis for clinical trials. 展开更多
关键词 AQUAPORIN-4 experimental model neuromyelitis optica spectrum disorder PATHOGENESIS
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基于24Model的动火作业事故致因文本挖掘 被引量:1
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作者 牛茂辉 李威君 +1 位作者 刘音 王璐 《中国安全科学学报》 北大核心 2025年第3期151-158,共8页
为探究工业动火作业事故的根源,提出一种基于“2-4”模型(24Model)的文本挖掘方法。首先,收集整理220篇动火作业事故报告,并作为数据集,构建基于来自变换器的双向编码器表征量(BERT)的24Model分类器,使用预训练模型训练和评估事故报告... 为探究工业动火作业事故的根源,提出一种基于“2-4”模型(24Model)的文本挖掘方法。首先,收集整理220篇动火作业事故报告,并作为数据集,构建基于来自变换器的双向编码器表征量(BERT)的24Model分类器,使用预训练模型训练和评估事故报告数据集,构建分类模型;然后,通过基于BERT的关键字提取算法(KeyBERT)和词频-逆文档频率(TF-IDF)算法的组合权重,结合24Model框架,建立动火作业事故文本关键词指标体系;最后,通过文本挖掘关键词之间的网络共现关系,分析得到事故致因之间的相互关联。结果显示,基于BERT的24Model分类器模型能够系统准确地判定动火作业事故致因类别,通过组合权重筛选得到4个层级关键词指标体系,其中安全管理体系的权重最大,结合共现网络分析得到动火作业事故的7项关键致因。 展开更多
关键词 “2-4”模型(24model) 动火作业 事故致因 文本挖掘 指标体系
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基于24Model-D-ISM的地铁站火灾疏散影响因素研究 被引量:1
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作者 孙世梅 张家严 《中国安全科学学报》 CAS CSCD 北大核心 2024年第4期153-159,共7页
为预防地铁站火灾事故,深入了解地铁站火灾人员疏散影响因素间的内在联系与层次结构,基于第6版“2-4”模型(24Model)分析63起地铁站火灾疏散事故,充分考虑各个因素之间的交互作用,提取19个影响地铁站人员疏散的关键因素,建立地铁站火灾... 为预防地铁站火灾事故,深入了解地铁站火灾人员疏散影响因素间的内在联系与层次结构,基于第6版“2-4”模型(24Model)分析63起地铁站火灾疏散事故,充分考虑各个因素之间的交互作用,提取19个影响地铁站人员疏散的关键因素,建立地铁站火灾人员疏散影响因素指标体系;采用算子客观赋权法(C-OWA)改进决策试验与评价实验法(DEMATEL),确定地铁站火灾人员疏散的重要影响因素;在此基础上,采用解释结构模型(ISM)分析各个因素间的层次结构及相互作用路径,构建地铁站火灾人员疏散影响因素的多级递阶结构模型。研究结果表明:疏散引导、恐慌从众行为、人员拥挤为地铁站火灾人员疏散的关键影响因素;地铁站火灾人员疏散受表层因素、中间层因素、深层因素共同作用的影响,其中,疏散教育与培训、设施维护与检查、疏散预案等因素是根源影响因素,重视根源影响因素的改善有利于从本质上预防和控制事故的发生。 展开更多
关键词 “2-4”模型(24model) 决策试验与评价实验法(DEMATEL) 解释结构模型(ISM) 地铁站 火灾疏散 影响因素
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24Model与LCM原因因素定义对比研究 被引量:4
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作者 袁晨辉 傅贵 +1 位作者 吴治蓉 赵金坤 《中国安全科学学报》 CAS CSCD 北大核心 2024年第1期27-34,共8页
为探究损失致因模型(LCM)原因因素定义与事故致因“2-4”模型(24Model)存在的异同和优缺点,梳理2个模型各层面原因和结果的定义,对比定义内容及其对事故原因分析等安全实务的指导作用,并以一起瓦斯爆炸事故为例加以实证分析,获得二者分... 为探究损失致因模型(LCM)原因因素定义与事故致因“2-4”模型(24Model)存在的异同和优缺点,梳理2个模型各层面原因和结果的定义,对比定义内容及其对事故原因分析等安全实务的指导作用,并以一起瓦斯爆炸事故为例加以实证分析,获得二者分析结果之间的差异。研究结果表明:LCM是首个将管理因素纳入事故致因分析的一维事件序列模型,可明确各层面原因因素的定义和因素间的逻辑关系,但部分定义存在交叉重复的问题,并没有揭示安全工作指导思想等深层次事故致因因素;24Model作为系统性事故致因模型,对各类因素的定义均以组织为主体,描述事件、事故、安全的概念内涵,划分个体安全动作、安全能力和组织安全管理体系的类别并给出含义解析,探究组织安全文化层面的问题并以32个元素体现;2个模型的事故原因分析方法均建立在对各层级原因因素定义的基础上,并适用于模型理论体系本身。 展开更多
关键词 “2-4”模型(24model) 损失致因模型(LCM) 事故致因模型 原因因素定义 对比研究
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生成式AI大模型的风险问题与规制进路:以GPT-4为例 被引量:7
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作者 王晓丽 严驰 《北京航空航天大学学报(社会科学版)》 2025年第2期17-27,共11页
生成式人工智能的发展为人类社会带来了深层次和颠覆性的挑战。GPT-4在技术更新的同时也引发了底层算法、训练数据、知识产权方面的风险。在底层算法上,尽管GPT-4中潜藏着算法歧视的风险,但算法公开殊无必要,应借鉴类脑研究思路,推动GP... 生成式人工智能的发展为人类社会带来了深层次和颠覆性的挑战。GPT-4在技术更新的同时也引发了底层算法、训练数据、知识产权方面的风险。在底层算法上,尽管GPT-4中潜藏着算法歧视的风险,但算法公开殊无必要,应借鉴类脑研究思路,推动GPT-4走向通用人工智能;在训练数据上,GPT-4背后的海量数据存在较大的合规风险,应设立数据销毁制度,维护意识形态安全,探索中国特色发展方案;在知识产权上,GPT-4带来了一系列侵权风险,引发了生成物的作品属性认定争议,但尚无法构成对人类的作者主体资格的挑战。为更好地应对生成式人工智能大模型技术发展风险,应及时制定合适的规制方案,在元规制理论下,借鉴欧盟《数字服务法》中的制度设计,结合已有算法治理实践,寻求数字时代的自主创新,助力人工智能产业安全发展。 展开更多
关键词 人工智能 GPT-4 大模型 算法歧视 数据安全 知识产权
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基于GPT-4语言模型分析“互联网+护理服务”现状及发展趋势
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作者 郭小妹 邹文娟 +2 位作者 王芹 詹玲 董丽娟 《循证护理》 2025年第4期767-770,共4页
目的:基于GPT-4语言模型分析我国当前“互联网+护理服务”的现状及发展趋势。方法:基于GPT-4语言模型拟定“互联网+护理服务”现状及发展趋势调查问卷,于2023年7月—9月选取护理专业具有副高级及以上职称的18名专家进行2轮德尔菲专家函... 目的:基于GPT-4语言模型分析我国当前“互联网+护理服务”的现状及发展趋势。方法:基于GPT-4语言模型拟定“互联网+护理服务”现状及发展趋势调查问卷,于2023年7月—9月选取护理专业具有副高级及以上职称的18名专家进行2轮德尔菲专家函询,进而分析我国“互联网+护理服务”的现状及发展趋势。结果:2轮专家函询的问卷回收有效率分别为78%和100%;第2轮专家函询的专家权威系数为0.883,表明专家意见协调性较好。最终得出目前我国“互联网+护理服务”的服务项目包括慢性病护理、康复护理、专科护理、健康教育、安宁疗护5个方面,具有便捷、可定制、信息化、资源共享的优点,但也面临护患安全、供需不平衡、服务事故分责、经济需求差异等方面的困难,且存在技术、专业、角色、支持4个方面的阻碍因素。未来应从国家政策支持、增加市场需求、技术创新、加强行业竞争等方面进行改进。结论:目前,虽然我国“互联网+护理服务”仍面临一些问题,但已初见成效,未来应继续进行更深入且广泛的发展。 展开更多
关键词 延续性护理 “互联网+护理服务” 德尔菲法 GPT-4语言模型 护理
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小儿支原体肺炎合并腹泻对IL-4/IL-6等细胞因子的影响及预测模型的构建与验证
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作者 赵婵 高原 《广东医学》 2025年第5期653-658,共6页
目的 探究小儿支原体肺炎合并腹泻对白细胞介素(IL)-4/IL-6等细胞因子的影响,构建并发腹泻的列线图预测模型,并进行验证。方法 纳入于2021年9月至2023年9月诊治的支原体肺炎患儿为研究对象,采用随机数字表法随机抽取临床资料完整的患儿... 目的 探究小儿支原体肺炎合并腹泻对白细胞介素(IL)-4/IL-6等细胞因子的影响,构建并发腹泻的列线图预测模型,并进行验证。方法 纳入于2021年9月至2023年9月诊治的支原体肺炎患儿为研究对象,采用随机数字表法随机抽取临床资料完整的患儿300例,分为建模集200例及验证集100例;根据是否并发腹泻分为两组,建模集中不腹泻组150例,腹泻组50例;验证集中不腹泻组76例,腹泻组24例,收集临床数据,采用受试者工作特征(ROC)曲线分析连续性变量的预测价值;采用logistic回归分析相关因素;采用R语言构建Nomogram预测模型;采用ROC、校准曲线和决策曲线评价模型;并分析相关细胞因子的变化。结果 与不腹泻组相比,发热峰值≥40℃、低补体状态腹泻组占比更多(P<0.05),病程、发热持续时间、抗生素应用时间、IL-4、IL-6、肿瘤坏死因子-α(TNF-α)水平腹泻组均更大(P<0.05),为危险性因素。由此类因素构建的列线图预测模型区分能力较强且预测小儿支原体肺炎合腹泻风险效果良好,其C指数为0.997(0.992~1.003);且DCA结果显示,当其风险阅值>0.12时,该模型可以较好地提供标准化净收益,模型表现良好。结论 发热峰值是否≥40℃、是否为低补体状态腹泻组更少,病程、发热持续时间、抗生素应用时间、IL-4、IL-6、TNF-α水平为危险性因素,且模型拥有较好的预测能力。 展开更多
关键词 小儿支原体肺炎 白细胞介素-4 白细胞介素-6 预测模型
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24 Model在道路运输事故成因中的应用 被引量:2
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作者 刘晓露 梁志星 +2 位作者 吴君安 严玉琼 张苏 《汽车安全与节能学报》 CAS CSCD 北大核心 2024年第2期185-192,共8页
为预防道路运输事故,基于事故致因“2-4”(24 Model)模型,对2015—2021年发生的215起道路运输事故的行为原因进行研究。从个人层面和组织层面分析导致事故发生的直接原因、间接原因、根本原因及其根源原因。结果表明:发生频次最多的不... 为预防道路运输事故,基于事故致因“2-4”(24 Model)模型,对2015—2021年发生的215起道路运输事故的行为原因进行研究。从个人层面和组织层面分析导致事故发生的直接原因、间接原因、根本原因及其根源原因。结果表明:发生频次最多的不安全动作是驾驶员超速行驶(占10.67%);22.33%的道路运输事故存在管理者违章安排无资质员工上岗作业;管理者和领导者对57.67%的道路运输事故的发生有重要影响;由人为因素产生的不安全物态占比达71.53%;驾驶员、车辆安全生产管理制度欠缺或执行不到位在根本原因中尤为突出(占20.92%)。基于此,提出道路运输事故预防对策并构建出道路运输系统各因素关系图。 展开更多
关键词 汽车主动安全 道路运输事故 事故致因 “2-4”模型(24 model) 对策
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Role of methoxy and C_(α)-based substituents in electrochemical oxidation mechanisms and bond cleavage selectivity of β-O-4 lignin model compounds 被引量:1
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作者 Yang Zhou Qiang Zeng +3 位作者 Hongyan He Kejia Wu Fuqiao Liu Xuehui Li 《Green Energy & Environment》 SCIE EI CAS CSCD 2024年第1期114-125,共12页
In order to better understand the specific substituent effects on the electrochemical oxidation process of β-O-4 bond, a series of methoxyphenyl type β-O-4 dimer model compounds with different localized methoxyl gro... In order to better understand the specific substituent effects on the electrochemical oxidation process of β-O-4 bond, a series of methoxyphenyl type β-O-4 dimer model compounds with different localized methoxyl groups, including 2-(2-methoxyphenoxy)-1-phenylethanone, 2-(2-methoxyphenoxy)-1-phenylethanol, 2-(2-methoxyphenoxy)-1-(4-methoxyphenyl)ethanone, 2-(2-methoxyphenoxy)-1-(4-methoxyphenyl)ethanol, 2-(2,6-dimethoxyphenoxy)-1-(4-methoxyphenyl)ethanone, 2-(2,6-dimethoxyphenoxy)-1-(4-methoxyphenyl)ethanol have been selected and their electrochemical properties have been studied experimentally by cyclic voltammetry, and FT-IR spectroelectrochemistry. Combining with electrolysis products distribution analysis and density functional theory calculations, oxidation mechanisms of all six model dimers have been explored. In particular, a total effect from substituents of both para-methoxy(on the aryl ring closing to Cα) and Cα-OH on the oxidation mechanisms has been clearly observed, showing a significant selectivity on the Cα-Cβbond cleavage induced by electrochemical oxidations. 展开更多
关键词 Lignin model compounds β-O-4 dimers Electrochemical oxidation Oxidation mechanisms Substituent effect
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IFAM与24Model的对比研究 被引量:2
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作者 刘晓露 严玉琼 +2 位作者 张苏 高梦瑶 聂晓琴 《中国安全生产科学技术》 CAS CSCD 北大核心 2024年第9期233-240,共8页
为完善和推动事故致因理论的发展,提高事故防控水平,在对信息流事故致因模型(IFAM)和事故致因2-4模型(24Model)理论基础、组成要素和分析过程对比研究的基础上,通过实例分析辨识二者之间的异同。研究结果表明:IFAM与24Model都有较强的... 为完善和推动事故致因理论的发展,提高事故防控水平,在对信息流事故致因模型(IFAM)和事故致因2-4模型(24Model)理论基础、组成要素和分析过程对比研究的基础上,通过实例分析辨识二者之间的异同。研究结果表明:IFAM与24Model都有较强的理论基础,部分组成要素存在对应关系,但原因类别划分存在差异。IFAM以信息流和组织为研究对象,研究过程相对复杂,更适用于分析单起事故;24Model以组织为研究对象,事故原因模块通用性和逻辑性强,适用于分析单起或某类事故。在实际应用中,IFAM与24Model均可用于事故调查分析和事故分级定责,具有一定的理论和实践价值。IFAM通过信息流表征事故致因,直观描述组织外部原因因素,但对个体能力的深入研究欠缺;而24Model认为组织外部因素需要通过组织内部原因模块的欠缺体现,认为个体能力是引发事故的间接原因并进行细致分析,但对组织间相关关系的探究欠缺。研究结果可为事故预防工作提供新视角和理论支撑。 展开更多
关键词 信息流事故致因模型(IFAM) 事故致因2-4模型(24model) 事故致因 道路交通事故 对比研究
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Comparative study of HFACS and the 24Model accident causation models 被引量:7
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作者 Gui Fu Jia-Lin Cao +1 位作者 Lin Zhou Yuan-Chi Xiang 《Petroleum Science》 SCIE CAS CSCD 2017年第3期570-578,共9页
A comparative study is conducted to compare the theory and application effect of two accident causation models, the human factors analysis and classification system(HFACS) and the accident causation "2-4" model(2... A comparative study is conducted to compare the theory and application effect of two accident causation models, the human factors analysis and classification system(HFACS) and the accident causation "2-4" model(24 Model), as well as to provide a reference for safety researchers and accident investigators to select an appropriate accident analysis method. The two models are compared in terms of their theoretical foundations, cause classifications, accident analysis processes, application ranges, and accident prevention strategies. A coal and gas outburst accident is then analyzed using both models, and the application results are compared. This study shows that both the 24 Model and HFACS have strong theoretical foundations, and they can each be applied in various domains. In addition, the cause classification in HFACS is more practical, and its accident analysis process is more convenient. On the other hand, the 24 Model includes external factors, which makes the cause analysis more systematic and comprehensive. Moreover, the 24 Model puts forward more corresponding measures to prevent accidents. 展开更多
关键词 HFACS Accident causation "2-4 model Comparative study Unsafe acts External causes Coaland gas outburst accident
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Molecular models of different states of the human multidrug resistance protein 4(MRP4/ABCC4)
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作者 陈亚 金宏威 +1 位作者 张亮仁 刘振明 《Journal of Chinese Pharmaceutical Sciences》 CAS CSCD 2016年第6期428-437,共10页
ATP-binding cassette(ABC) transporter multidrug resistance protein 4(MRP4, ABCC4) is involved in multidrug resistance(MDR), which is an increasing challenge to the treatment of cancers and infections. MRP4 is ov... ATP-binding cassette(ABC) transporter multidrug resistance protein 4(MRP4, ABCC4) is involved in multidrug resistance(MDR), which is an increasing challenge to the treatment of cancers and infections. MRP4 is overexpressed in several types of cancers, and MRP4 inhibition shows striking effects against cancer progression and drug resistance. However, the structural knowledge of this protein remains unclear due to lack of an MRP4 X-ray structure, and homology modeling approach is an effective way to obtain three-dimensional structure of MRP4. We constructed three molecular models of human MRP4 mainly based on the inward facing Caenorhabditis elegans P-glycoprotein(P-gp), the Thermotoga maritima heterodimeric ABC transporter TM287-TM288(TM287/288) and the outward facing Staphylococcus aureus Sav1866 crystal structures, which represented substrate uptake, transport and release state, respectively. The structures were further energy minimized and optimized by molecular dynamic simulations(MDS). All the models were validated by various tools and servers, and the results showed that the quality of the models was reasonable and acceptable. These MRP4 models could be used as working tools for experimental studies on the structure and functions of MRP4 and designing more specific membrane transport modulating agents(MTMA). 展开更多
关键词 MRP4 Homology modeling Molecular dynamic simulations
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基于24Model的煤炭企业安全文化提升实践研究 被引量:4
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作者 崔义 刘振宇 +6 位作者 闫寿庆 王冰山 秦东立 姜琦 郭洁 张磊 赵金坤 《煤矿安全》 CAS 北大核心 2024年第2期250-256,共7页
为了发挥安全文化在事故预防中的重要作用,运用基于事故致因“2-4”模型的安全文化水平提升方法研究某煤炭企业的安全文化建设现状并提出改进措施。首先,明确了24Model视域下的安全文化水平提升方法在我国的适用性;然后,从安全文化水平... 为了发挥安全文化在事故预防中的重要作用,运用基于事故致因“2-4”模型的安全文化水平提升方法研究某煤炭企业的安全文化建设现状并提出改进措施。首先,明确了24Model视域下的安全文化水平提升方法在我国的适用性;然后,从安全文化水平现状和安全理念2方面开展了针对该企业的实践研究;最后,提出改进措施。结果表明:该企业安全文化水平总体上要比国内或同行业的安全业绩较差的企业好,比安全业绩较好的企业差;该企业安全理念涉及32元素的13个方面;一线人员、班组长、专业人员和领导层对部分元素的理解程度不佳,并且这些元素中仅有元素3、元素4、元素6、元素13、元素16的内容在企业的安全理念有所体现。提出了14条改进的安全理念用于提高企业的安全文化水平。 展开更多
关键词 安全文化 事故致因“2-4”模型 安全理念 事故预防 安全制度 安全认知
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A zebrafish tufm mutant model for the COXPD4 syndrome of aberrant mitochondrial function
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作者 Ting Li Tursunjan Aziz +3 位作者 Guangyuan Li Lin Zhang Jihua Yao Shunji Jia 《Journal of Genetics and Genomics》 SCIE CAS CSCD 2024年第9期922-933,共12页
Mitochondrial dysfunction is a critical factor leading to a wide range of clinically heterogeneous and often severe disorders due to its central role in generating cellular energy.Mutations in the TUFM gene are known ... Mitochondrial dysfunction is a critical factor leading to a wide range of clinically heterogeneous and often severe disorders due to its central role in generating cellular energy.Mutations in the TUFM gene are known to cause combined oxidative phosphorylation deficiency 4(COXPD4),a rare mitochondrial disorder characterized by a comprehensive quantitative deficiency in mitochondrial respiratory chain(MRC)complexes.The development of a reliable animal model for COXPD4 is crucial for elucidating the roles and mechanisms of TUFM in disease pathogenesis and benefiting its medical management.In this study,we construct a zebrafish tufm−/−mutant that closely resembles the COXPD4 syndrome,exhibiting compromised mitochondrial protein translation,dysfunctional mitochondria with oxidative phosphorylation defects,and significant metabolic suppression of the tricarboxylic acid cycle.Leveraging this COXPD4 zebrafish model,we comprehensively validate the clinical relevance of TUFM mutations and identify probucol as a promising therapeutic approach for managing COXPD4.Our data offer valuable insights for understanding mitochondrial diseases and developing effective treatments. 展开更多
关键词 Tufm MITOCHONDRIA COXPD4 Disease model ZEBRAFISH
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Constitutive modeling of compression behavior of TC4 tube based on modified Arrhenius and artificial neural network models 被引量:5
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作者 Zhi-Jun Tao He Yang +2 位作者 Heng Li Jun Ma Peng-Fei Gao 《Rare Metals》 SCIE EI CAS CSCD 2016年第2期162-171,共10页
Warm rotary draw bending provides a feasible method to form the large-diameter thin-walled(LDTW)TC4 bent tubes, which are widely used in the pneumatic system of aircrafts. An accurate prediction of flow behavior of ... Warm rotary draw bending provides a feasible method to form the large-diameter thin-walled(LDTW)TC4 bent tubes, which are widely used in the pneumatic system of aircrafts. An accurate prediction of flow behavior of TC4 tubes considering the couple effects of temperature,strain rate and strain is critical for understanding the deformation behavior of metals and optimizing the processing parameters in warm rotary draw bending of TC4 tubes. In this study, isothermal compression tests of TC4 tube alloy were performed from 573 to 873 K with an interval of 100 K and strain rates of 0.001, 0.010 and0.100 s^(-1). The prediction of flow behavior was done using two constitutive models, namely modified Arrhenius model and artificial neural network(ANN) model. The predictions of these constitutive models were compared using statistical measures like correlation coefficient(R), average absolute relative error(AARE) and its variation with the deformation parameters(temperature, strain rate and strain). Analysis of statistical measures reveals that the two models show high predicted accuracy in terms of R and AARE. Comparatively speaking, the ANN model presents higher predicted accuracy than the modified Arrhenius model. In addition, the predicted accuracy of ANN model presents high stability at the whole deformation parameter ranges, whereas the predictability of the modified Arrhenius model has some fluctuation at different deformation conditions. It presents higher predicted accuracy at temperatures of 573-773 K, strain rates of 0.010-0.100 s^(-1)and strain of 0.04-0.32, while low accuracy at temperature of 873 K, strain rates of 0.001 s^(-1)and strain of 0.36-0.48.Thus, the application of modified Arrhenius model is limited by its relatively low predicted accuracy at some deformation conditions, while the ANN model presents very high predicted accuracy at all deformation conditions,which can be used to study the compression behavior of TC4 tube at the temperature range of 573-873 K and the strain rate of 0.001-0.100 s^(-1). It can provide guideline for the design of processing parameters in warm rotary draw bending of LDTW TC4 tubes. 展开更多
关键词 TC4 tube Compression behavior Constitutive model Modified Arrhenius model Neural network model
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Influence of material models on theoretical forming limit diagram prediction for Ti-6Al-4V alloy under warm condition 被引量:3
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作者 Nitin KOTKUNDE Sashank SRINIVASAN +2 位作者 Geetha KRISHNA Amit Kumar GUPTA Swadesh Kumar SINGH 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2016年第3期736-746,共11页
Forming limit diagram (FLD) is an important performance index to describe the maximum limit of principal strains that can be sustained by sheet metals till to the onset of localized necking. It offers a convenient and... Forming limit diagram (FLD) is an important performance index to describe the maximum limit of principal strains that can be sustained by sheet metals till to the onset of localized necking. It offers a convenient and useful tool to predict the forming limit in the sheet metal forming processes. In the present study, FLD has been determined experimentally for Ti?6Al?4V alloy at 400 °C by conducting a Nakazima test with specimens of different widths. Additionally, for theoretical FLD prediction, various anisotropic yield criteria (Barlat 1989, Barlat 1996, Hill 1993) and different hardening models viz., Hollomon power law (HPL), Johnson?Cook (JC), modified Zerilli–Armstrong (m-ZA), modified Arrhenius (m-Arr) models have been developed. Theoretical FLDs have been determined using Marciniak and Kuczynski (M?K) theory incorporating the developed yield criteria and constitutive models. It has been observed that the effect of yield model is more pronounced than the effect of constitutive model for theoretical FLDs prediction. However, the value of thickness imperfection factor (f0) is solely dependent on hardening model. Hill (1993) yield criterion is best suited for FLD prediction in the right hand side region. Moreover, Barlat (1989) yield criterion is best suited for FLD prediction in left hand side region. Therefore, the proposed hybrid FLD in combination with Barlat (1989) and Hill (1993) yield models with m-Arr hardening model is in the best agreement with experimental FLD. 展开更多
关键词 Ti-6Al-4V alloy yield criteria hardening model Marciniak and Kuczynski theory forming limit diagram
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Rain-Flow Modelling Using the GR4J Model for Flood Risk Management in the Oti Watershed (Togo)
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作者 Koungbanane Dambré Kodja Japhet Domiho +2 位作者 Lemou Faya Totin Vodounon Henri Sourou Amoussou Ernest 《Open Journal of Modern Hydrology》 CAS 2024年第4期213-230,共18页
In recent years, West Africa has been confronted with hydro-climatic disasters causing crises in both urban and rural areas. The tragedy in the occurrence of such events lies in the recurrent aspect of high water and ... In recent years, West Africa has been confronted with hydro-climatic disasters causing crises in both urban and rural areas. The tragedy in the occurrence of such events lies in the recurrent aspect of high water and associated floods. The devastating floods observed in Africa’s major rivers have revealed the need to understand the causes of these phenomena and to predict their behavior in order to improve the safety of exposed people and property. The aim of this study is to reproduce flood flows using the GR4J (Rural Engineering Four Daily Parameters) model to analyze flood risk in the Oti watershed in Togo. Daily data on flows (m3/s), potential evapotranspiration (mm/day) and average precipitation (mm) over the basin from 1961-2022 collected at the National Meteorological Agency of Togo (ANAMET) and the Department of Water Resources in Lome, were used with the R software package airGR. The Data from the West African Cordex program from 1961-2100 were used to analyze projected flows. The results obtained show the GR4J model’s effectiveness in reproducing flood flows, indicating that observed flows are well simulated during the calibration and validation periods, with KGE values ranging from 0.73 to 0.85 at calibration and 0.62 to 0.81 at validation. These KGE values reflect the good performance of the GR4J model in simulating flood flows in the watershed. However, a deterioration in the KGE value was observed over the second validation period. Under these conditions, there may be false or missed alerts for flood prediction, and the use of this model should be treated with the utmost caution for decision-support purposes. 展开更多
关键词 modeling Génie Rural à 4 Paramètres Journaliers (GR4J) Floods Kling-Gupta Efficiency (KGE) Oti Watershed RISK
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Modelling of Turbulent Nonpremixed CH4/H2 Flame Using Second-Moment Turbulence Closure Models 被引量:1
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作者 李国岫 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2005年第1期1-8,共8页
Turbulent nonpremixed CH4/H2 flame has been simulated using several typical differential secondmoment turbulence closure (SMTC) models. To clarify the applicability of the various models, the LRR-IP model,JM model, SS... Turbulent nonpremixed CH4/H2 flame has been simulated using several typical differential secondmoment turbulence closure (SMTC) models. To clarify the applicability of the various models, the LRR-IP model,JM model, SSG model as well as two modified LRR-IP models were tested. Some of above-mentioned SMTC models cannot provide the overall satisfactory predictions of this challenging case. It is confirmed again that the standard LRR-IP model considerably overpredict the centerline velocity decay rate, and therefore performs not well. Also it is interesting to observe that the JM model does not perform well in this challenging test case, although it has already been proved successful in other cases. The SSG model produces quite satisfactory prediction and performs equally well or better than the two modified LRR-IP models in the reacting case. It can be concluded that the modified LRR-IP models as well as the SSG model are superior to the other SMTC models in the turbulent nonpremixed CH4/H2 flame. 展开更多
关键词 modelLING nonpremixed CH_4/H_2 flame second-moment turbulence closure
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两种形貌纳米Co_(3)O_(4)的表征及其对喹啉的吸附性能
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作者 王涵 唐克 +4 位作者 洪新 房欣 秦悦 沈硕 李东娟 《石油学报(石油加工)》 北大核心 2025年第2期466-476,共11页
Co_(3)O_(4)具有吸附位点丰富、稳定性强、易回收等特点,可用于吸附脱除柴油中的碱性含氮化合物。采用水热合成法,通过改变原料配比制备了2种Co_(3)O_(4)样品(样品1和样品2);采用XRD、FT-IR、SEM、N_(2)吸附-脱附等手段对2种样品进行表... Co_(3)O_(4)具有吸附位点丰富、稳定性强、易回收等特点,可用于吸附脱除柴油中的碱性含氮化合物。采用水热合成法,通过改变原料配比制备了2种Co_(3)O_(4)样品(样品1和样品2);采用XRD、FT-IR、SEM、N_(2)吸附-脱附等手段对2种样品进行表征;同时考察吸附温度、吸附时间、吸附剂用量对Co_(3)O_(4)吸附脱除模拟柴油中喹啉的影响;利用Material Studio软件建立Co_(3)O_(4)团簇吸附喹啉分子的模型,模拟计算吸附距离、吸附能及喹啉分子尺寸。结果表明:2种Co_(3)O_(4)样品均为立方尖晶石结构,样品1为纳米颗粒堆积且无规则堆放形成的球状团簇,样品2为纳米颗粒无规则堆积形成的纳米线形,样品1和样品2的平均孔径分别为21.34和16.13 nm,比表面积分别为30.08和14.42 m^(2)/g,孔体积分别为0.19和0.07 cm^(3)/g;当模拟燃料用量15 mL时,不同吸附温度下样品1的吸附脱氮效果明显优于样品2,且样品1的最佳吸附脱氮条件为:吸附温度30℃,吸附时间40 min,吸附剂用量0.6 g。Co_(3)O_(4)中Co^(2+)吸附效果优于Co 3+,2种价态Co对于喹啉配位吸附结构的稳定性与吸附能力均优于π络合吸附,这是由于喹啉分子尺寸为0.7160 nm×0.4998 nm,可以进入到Co_(3)O_(4)孔结构中。 展开更多
关键词 Co_(3)O_(4) 模拟柴油 喹啉 吸附 脱除率 Material Studio软件
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基于24Model的房屋市政工程事故致因组态研究
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作者 任捷 王玮 李琴 《安全》 2024年第7期68-73,共6页
为探索房屋市政工程事故的影响因素与关联组态路径,依据案例的完整性、代表性与可靠性选取2018—2022年发生的70起较大及以上规模房屋市政工程生产安全事故作为研究对象,运用定性比较分析方法和“2-4”模型寻找该类事故的致因组态。研... 为探索房屋市政工程事故的影响因素与关联组态路径,依据案例的完整性、代表性与可靠性选取2018—2022年发生的70起较大及以上规模房屋市政工程生产安全事故作为研究对象,运用定性比较分析方法和“2-4”模型寻找该类事故的致因组态。研究结果表明:组织安全管理体系的执行情况是导致事故发生的重要影响因素;安全文化型和不安全动作型是事故的主要发生机制;事故致因与结果之间存在多重并发的因果关系。房屋市政工程生产安全管理需夯实安全管理体系,利用致因组态强化事故预防措施,以改善工程的经济与社会效益。 展开更多
关键词 房屋市政工程事故 事故致因组态 安全生产 定性比较分析方法(QCA) 事故致因“2-4”模型(24model)
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