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基于闭环聚类和多目标优化的风电短期功率预测方法
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作者 郭琦 闫军 +5 位作者 郝乾鹏 韩东 杨志豪 闫馨月 张海鹏 李然 《上海交通大学学报》 北大核心 2026年第2期246-255,共10页
在区域风电短期功率组合预测领域,常用深度学习预测模型虽然能够充分学习各单一模型的预测特征,但样本数据规模较小时,深度学习模型容易对训练数据分布产生依赖,从而产生过拟合现象;此外,虽然聚类方法被用来提升区域级预测的精度,但现... 在区域风电短期功率组合预测领域,常用深度学习预测模型虽然能够充分学习各单一模型的预测特征,但样本数据规模较小时,深度学习模型容易对训练数据分布产生依赖,从而产生过拟合现象;此外,虽然聚类方法被用来提升区域级预测的精度,但现有方法的聚类目标通常为不同类中风电场的差异最小化,而未考虑与预测目标的一致性.为解决以上问题,提出一种基于闭环聚类和多目标优化的风电短期功率预测方法.首先,通过闭环聚类算法将风电场分为多类;对于每类中的风电场数据,运用Bootstrap方法从原始数据集中随机有放回地抽取N组训练子集;然后,利用N组子集数据分别训练卷积神经网络模型;最后,采用多目标优化算法对N个卷积神经网络的预测结果进行集成.基于中国内蒙古地区的实际风电场数据开展算例验证,所提方法在均方根误差方面相比长短期记忆网络模型降低33.81%,相比基于卷积神经网络的组合预测模型降低24.08%,相比基于K-means聚类方法的预测降低14.05%. 展开更多
关键词 新能源预测 聚类 多目标优化 深度学习
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Mechanical properties and microstructure evolution of 1800 MPa grade low alloy ultrahigh strength steel during quenching and tempering process 被引量:1
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作者 Tong Wang Yang-xin Wang +2 位作者 Chun-dong Hu Peng-min Cao han dong 《Journal of Iron and Steel Research International》 2025年第6期1691-1700,共10页
The characterization techniques were employed like transmission electron microscope,X-ray diffraction and microstructural characterization to investigate microstructural evolution and impact of precipitate-phase preci... The characterization techniques were employed like transmission electron microscope,X-ray diffraction and microstructural characterization to investigate microstructural evolution and impact of precipitate-phase precipitation on strength and toughness of a self-developed 32Si_(2)CrNi_(2)MoVNb steel during the quenching and tempering process.Research outputs indicated that the steel microstructure under the quenching state could be composed of martensite with a high dislocation density,a small amount of residual austenite,and many dispersed spherical MC carbides.In details,after tempering at 200℃,fine needle-shapedε-carbides would precipitate,which may improve yield strength and toughness of the steel.However,as compared to that after tempering at 200℃,the average length of needle-shapedε-carbides was found to increase to 144.1±4 from 134.1±3 nm after tempering at 340℃.As a result,the yield strength may increase to 1505±40 MPa,and the impact absorption energy(V-notch)may also decrease.Moreover,after tempering at 450℃,thoseε-carbides in the steel may transform into coarse rod-shaped cementite,and dislocation recoveries at such high tempering temperature may lead to decrease of strength and toughness of the steel.Finally,the following properties could be obtained:a yield strength of 1440±35 MPa,an ultimate tensile strength of 1864±50 MPa and an impact absorption energy of 45.9±4 J,by means of rational composition design and microstructural control. 展开更多
关键词 STRENGTH TOUGHNESS CARBIDE Microstructure Evolution mechanism
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从依赖到韧性:双循环战略下中国粮食进口安全转型路径研究
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作者 李光泗 陈思思 韩冬 《农村经济》 北大核心 2026年第1期30-39,共10页
全球粮食贸易格局的深刻调整和不确定性加剧,促使粮食进口安全成为双循环格局构建的重要任务。基于供应链韧性理论和全球价值链理论,粮食进口在提升国内粮食安全和优化全球资源配置中具有重要战略价值。然而,尽管中国粮食进口规模持续扩... 全球粮食贸易格局的深刻调整和不确定性加剧,促使粮食进口安全成为双循环格局构建的重要任务。基于供应链韧性理论和全球价值链理论,粮食进口在提升国内粮食安全和优化全球资源配置中具有重要战略价值。然而,尽管中国粮食进口规模持续扩大,进口来源却相对集中,且议价能力不足,并同时面临国际粮价持续波动、贸易运输渠道单一、进口来源集中与供应商多样化不足、国际粮食贸易话语权缺失及全球粮食贸易规则区域化保护主义与工具化趋势等多重挑战。为增强中国粮食进口韧性,需要完善金融风险对冲与储备调控策略,以稳定国内粮价;构建多模式物流与数字化运输体系,增强粮食供应网络弹性;优化进口布局并推动海外产业延伸,以提升国际粮食价值链主动权;增强粮食国际贸易话语权并培育跨国粮商,以强化全球市场竞争力。此外,中国应通过深化多边合作与加强内循环防护,应对国际贸易保护主义冲击,实现从对外依赖向韧性增强的转型,为粮食安全体系的长期可持续发展奠定坚实基础。 展开更多
关键词 双循环发展 粮食安全战略 供应链韧性 全球价值链理论
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Correction:Enhanced Hydrogen Embrittlement Resistance in a Vanadium-Alloyed 42CrNiMoV Steel for High-Strength Wind Turbine Bolts
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作者 Jiang Liu Fengping Zhao +2 位作者 Wen Shi han dong Xiaofei Guo 《Acta Metallurgica Sinica(English Letters)》 2025年第12期2316-2317,共2页
In the sentence beginning'and more irreversible hydrogentrapping sites….'in this article,the value'0.38×10^(25) cm^(-3)'should have read'0.68×10^(20) cm^(-3)'.These corrections do no... In the sentence beginning'and more irreversible hydrogentrapping sites….'in this article,the value'0.38×10^(25) cm^(-3)'should have read'0.68×10^(20) cm^(-3)'.These corrections do not alter the primary conclusion that the irreversible hydrogen trap density in 42CrNiMoV steel is nearly twice that of 40CrNiMo steel. 展开更多
关键词 wind turbine bolts hydrogen trap density irreversible hydrogen trapping sites hydrogen embrittlement irreversible hydrogentrapping irreversible hydrogen trap vanadium alloyed crnimov steel
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Enhanced Hydrogen Embrittlement Resistance in a Vanadium-Alloyed 42CrNiMoV Steel for High-Strength Wind Turbine Bolts
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作者 Jiang Liu Fengping Zhao +2 位作者 Wen Shi han dong Xiaofei Guo 《Acta Metallurgica Sinica(English Letters)》 2025年第12期2300-2315,共16页
Hydrogen embrittlement(HE)remains a critical challenge for high-strength steels.This study comparatively investigates the HE behavior and hydrogen diffusion characteristics of a vanadium-micro-alloyed 42CrNiMoV steel ... Hydrogen embrittlement(HE)remains a critical challenge for high-strength steels.This study comparatively investigates the HE behavior and hydrogen diffusion characteristics of a vanadium-micro-alloyed 42CrNiMoV steel against conventional 40CrNiMo steel through slow strain rate testing(SSRT),hydrogen thermal desorption,and hydrogen permeation measurements.The 42CrNiMoV steel demonstrated better mechanical properties and improved HE resistance under SSRT with both hydrogen pre-charged and in situ charging conditions.Microstructural analysis revealed that vanadium micro-alloying leads to grain refinement and reduces hydrogen diffusivity through vanadium carbides.Fractographic investigations revealed the environment-dependent fracture mechanisms,transitioning from ductile-to brittle-dominated failure modes under different hydrogen-charging conditions.These findings validate that vanadium micro-alloying represents a promising,cost-effective strategy for developing hydrogen-resistant high-strength steels,while emphasizing the crucial need for rigorous hydrogen ingress control in practical applications. 展开更多
关键词 High-strength bolt steel Hydrogen embrittlement Vanadium micro-alloying Hydrogen diffusion Fracture mechanisms
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饲料中添加不同来源的虾青素对虹鳟生长性能、肉色、抗氧化能力和抗急性亚硝酸盐胁迫的影响
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作者 邹羽羽 刘昊昆 +6 位作者 陈鉴 金俊琰 韩冬 张志敏 朱晓鸣 杨云霞 解绶启 《水生生物学报》 北大核心 2026年第1期71-82,共12页
研究以虹鳟(Oncorhynchus mykiss)为研究对象,探究饲料中添加不同来源的虾青素对虹鳟的生长性能、肉色、抗氧化能力和抗急性亚硝酸盐胁迫的影响。实验配制4种饲料,分别为不添加虾青素的基础饲料(CON)和在基础饲料中添加3.0 g/kg副球菌(... 研究以虹鳟(Oncorhynchus mykiss)为研究对象,探究饲料中添加不同来源的虾青素对虹鳟的生长性能、肉色、抗氧化能力和抗急性亚硝酸盐胁迫的影响。实验配制4种饲料,分别为不添加虾青素的基础饲料(CON)和在基础饲料中添加3.0 g/kg副球菌(PC)、2.4 g/kg雨生红球藻(HP)和0.6 g/kg加丽素粉红(CP)的实验饲料(折算虾青素含量均为60 mg/kg)。随机挑选480尾初始体重为(6.17±0.08)g的虹鳟,平均分成4个处理组,每组4个重复,开展为期30d的养殖实验。实验结果显示:与对照组相比,虾青素类添加剂组虹鳟在生长性能上无显著性差异(P>0.05)。虾青素类添加剂组虹鳟肌肉的红度、黄度和虾青素含量显著高于对照组(P>0.05),其中加丽素粉红添加组的肌肉虾青素含量最高。急性亚硝酸盐胁迫前后各虾青素添加处理组的肝脏超氧化物歧化酶活性、总抗氧化能力和过氧化氢酶活性均显著高于对照组,并且丙二醛含量显著低于对照组(P<0.05)。在急性亚硝酸盐胁迫后,虾青素添加剂组的血浆皮质醇、葡萄糖和乳酸含量显著低于对照组(P<0.05)。饲料中虾青素类添加处理显著提高肝脏nrf2和sod的表达水平,并显著降低bcl2和caspase9的表达水平。综上,饲料中添加3种不同来源的虾青素均可以改善虹鳟肉色和体色,增强机体抗氧化和抗应激能力,但是副球菌和加丽素粉红增强虹鳟的抗氧化能力强于雨生红球藻,而缓解虹鳟细胞凋亡能力弱于雨生红球藻。 展开更多
关键词 虾青素 肉色 抗氧化能力 亚硝酸盐胁迫 虹鳟
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限制摄食对大口黑鲈生长性能和糖代谢的影响
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作者 杨喆 韩冬 +5 位作者 张志敏 刘昊昆 金俊琰 杨云霞 朱晓鸣 解绶启 《饲料工业》 北大核心 2026年第5期106-113,共8页
试验旨在探究通过限制摄食对大口黑鲈的生长性能以及糖代谢的影响。将420尾体重相近[(26.0±0.15)g]的大口黑鲈随机分为7组饱食组、85%饱食组、80%饱食组、75%饱食组、70%饱食组、65%饱食组、60%饱食组,每组3个重复,每个重复20尾。... 试验旨在探究通过限制摄食对大口黑鲈的生长性能以及糖代谢的影响。将420尾体重相近[(26.0±0.15)g]的大口黑鲈随机分为7组饱食组、85%饱食组、80%饱食组、75%饱食组、70%饱食组、65%饱食组、60%饱食组,每组3个重复,每个重复20尾。试验期8周,试验结束分析限制摄食对大口黑鲈生长性能、体组成、糖代谢和血浆生化指标的影响。结果显示:大口黑鲈的特定生长率随投喂水平的升高而升高,投喂水平与特定生长率符合直线回归模型。生长性能方面,限制摄食会使大口黑鲈增重率、饲料系数显著下降(P<0.05),饲料转化率显著上升(P<0.05)。体成分方面,相较于饱食组,60%饱食度组大口黑鲈粗脂肪显著降低(P<0.05);85%、60%饱食度组大口黑鲈水分显著上升(P<0.05)。形体指标方面,相较于饱食组,60%饱食组肥满度显著降低(P<0.05)。血浆生化指标方面,相较于饱食组,85%、75%、60%饱食组的ALT显著降低(P<0.05);80%、75%、70%、65%、60%饱食组的AST显著降低(P<0.05);65%、60%饱食组的ALP显著降低(P<0.05)。糖代谢相关基因方面,相较于饱食组,60%饱食组的gys2相对表达量显著上调;80%饱食组的fbp1b、pepck相对表达量显著上调(P<0.05);70%饱食组的fbp1b相对表达量显著上调(P<0.05);60%饱食组的fbp1b、g6pc相对表达量显著上调(P<0.05)。糖代谢相关酶方面,限制摄食会磷酸烯醇丙酮酸羧化激酶PEPCK活性显著上升(P<0.05);相较于饱食组,85%、70%饱食组的葡萄糖激酶显著降低。同时,相较于饱食组,80%、60%饱食组的肝糖原含量显著下降(P<0.05)。因此,综合生长性能、体成分、糖代谢和机体健康等因素,大口黑鲈在适温下适宜的投喂水平推荐值应为85%~饱食。 展开更多
关键词 大口黑鲈 饱食 限食 生长 糖耐受
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玉米植株三维点云茎叶分割与表型解析
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作者 梁亚杰 韩冬 +2 位作者 张志斌 赵梦迪 杨斯 《农业机械学报》 北大核心 2026年第1期104-113,共10页
植物表型分析在精细农业、作物育种及生产管理中具有重要意义,其中玉米表型研究对于提升产量与品质、推动农业现代化发展具有重要作用。三维点云技术因其高精度与丰富的结构信息,逐渐成为植物表型研究的重要手段。相比传统二维图像方法... 植物表型分析在精细农业、作物育种及生产管理中具有重要意义,其中玉米表型研究对于提升产量与品质、推动农业现代化发展具有重要作用。三维点云技术因其高精度与丰富的结构信息,逐渐成为植物表型研究的重要手段。相比传统二维图像方法,三维点云能够更准确地描述作物器官的空间形态,为植株生长监测与表型特征提取提供了新的技术支撑。然而,现有点云分割方法在处理玉米茎叶时仍存在挑战,尤其是在顶部新叶识别、相互重叠叶片分割以及茎秆与叶领边界划分等方面,影响了表型参数测量的精度。为此,提出了一种基于距离场的玉米点云茎叶分割方法。在茎秆提取环节引入Quickshift++算法与闵可夫斯基距离场,结合带约束因子的中值归一化生长分割策略,实现了茎秆的精确提取;同时改进了基于点云骨架与最优传输距离的分割框架,以提升茎叶边界识别的准确性。利用自建点云数据集和公开数据集进行了实验验证。结果表明,该方法能够有效提升茎叶分割的准确性,并显著提高茎高、茎径、叶长及叶宽等表型特征的提取精度。研究成果可为玉米表型学研究提供技术支撑,并为农业智能化与作物精准管理提供参考。 展开更多
关键词 玉米表型 三维点云 茎叶分割 距离场 特征提取
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现场快检技术在爆炸物检测领域的研究进展
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作者 韩冬 张冠男 +1 位作者 孙振文 刘耀 《化学研究与应用》 北大核心 2026年第1期11-21,共11页
爆炸物及其残留物的现场快速检测是预防和打击涉爆案件的重要技术手段。现场快检技术凭借快速、灵敏、操作简便等优势,在爆炸现场应急处置中发挥着重要作用。本文系统梳理了近年来各类快检技术在爆炸物检测领域的应用现状,并对该领域在... 爆炸物及其残留物的现场快速检测是预防和打击涉爆案件的重要技术手段。现场快检技术凭借快速、灵敏、操作简便等优势,在爆炸现场应急处置中发挥着重要作用。本文系统梳理了近年来各类快检技术在爆炸物检测领域的应用现状,并对该领域在新材料研发、多种分析设备联用、设备和性能优化、数据处理算法优化等方面的发展趋势进行了展望,旨在为提升各级公安机关技术人员爆炸现场处置能力提供有益借鉴和参考。 展开更多
关键词 公共安全 现场快检技术 爆炸物检测
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颈动脉磁共振血管成像对TIA病人短期并发急性脑梗死的预测价值
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作者 孙媛 韩栋 窦志杰 《河北医学》 2026年第2期273-277,共5页
目的:分析颈动脉磁共振血管成像(MRA)预测短暂性脑缺血发作(TIA)病人短期并发急性脑梗死的价值。方法:选择2021年1月至2022年6月我院就诊的150例TIA患者,根据并发急性脑梗死情况分为并发组(n=32)与非并发组(n=118)。观察两组颈动脉MRA... 目的:分析颈动脉磁共振血管成像(MRA)预测短暂性脑缺血发作(TIA)病人短期并发急性脑梗死的价值。方法:选择2021年1月至2022年6月我院就诊的150例TIA患者,根据并发急性脑梗死情况分为并发组(n=32)与非并发组(n=118)。观察两组颈动脉MRA检查结果,通过多因素Logistic回归分析筛选并发ACI的独立预测指标,并评估其单独及联合预测价值。结果:合并动脉粥样硬化患者严重狭窄程度、斑块内出血、坏死脂肪核、纤维帽破裂等数值占比,高于非并发(P<0.05),最小管腔面积比非并发组更小(P<0.05),且最大管壁厚度比非并发组更大(P<0.05)。多因素分析显示,斑块内出血(OR=8.72,95%CI:2.34~32.48)、纤维帽破裂(OR=6.95,95%CI:1.89~25.61)及最大管壁厚度(OR=1.42,95%CI:1.05~1.92)是并发ACI的独立预测因素。联合预测模型的灵敏度为90.6%,特异度为88.1%,高于单一指标检测。结论:颈动脉MRA检测中,斑块内出血、纤维帽破裂及最大管壁厚度是TIA并发ACI的独立预测指标,联合应用可显著提高预测效能,具有重要临床意义。 展开更多
关键词 急性脑梗死 颈动脉磁共振血管成像 短暂性脑缺血发作
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人工智能在公共卫生应急管理中的应用及挑战
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作者 张世红 史森 +3 位作者 白玲 杨小冉 韩冬 胡红濮 《医学信息学杂志》 2026年第1期33-39,共7页
目的/意义分析人工智能等信息技术在公共卫生应急管理中的应用,为智慧公共卫生应急管理体系构建提供参考。方法/过程基于公共卫生应急管理的智慧化需求,深入分析人工智能在公共卫生应急管理中的应用场景及面临的挑战。结果/结论人工智... 目的/意义分析人工智能等信息技术在公共卫生应急管理中的应用,为智慧公共卫生应急管理体系构建提供参考。方法/过程基于公共卫生应急管理的智慧化需求,深入分析人工智能在公共卫生应急管理中的应用场景及面临的挑战。结果/结论人工智能在公共卫生应急预防与准备、监测与预警、处置与救援、恢复与重建等阶段发挥着关键作用,但也存在数据治理、模型算法与隐私保护等方面挑战,以及管理和技术适配性问题,应采取相应措施,降低人工智能应用风险,提升其在公共卫生应急管理中的应用价值。 展开更多
关键词 人工智能 公共卫生应急管理 应用场景
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Influences of Austenization Temperature and Annealing Time on Duplex Ultrafine Microstructure and Mechanical Properties of Medium Mn Steel 被引量:8
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作者 Chang WANG Wen-quan CAO +3 位作者 Yun han Cun-yu WANG Chong-xiang HUANG han dong 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2015年第1期42-47,共6页
A duplex ultrafine microstructure in a medium manganese steel (0.2C-5Mn) was produced by austenite re- verted transformation annealing (ART-annealing). The microstructural evolution during annealing was examined b... A duplex ultrafine microstructure in a medium manganese steel (0.2C-5Mn) was produced by austenite re- verted transformation annealing (ART-annealing). The microstructural evolution during annealing was examined by scanning electron microscopy (SEM), transmission electron microscopy (TEM) and X-ray diffraction (XRD). Based on the microstructure examination, it was found that some M3C type carbides appeared in the martensitic matrix at the beginning of the ART-annealing. But with further increasing annealing time, these carbides would be dissolved and finally disappeared. Meanwhile, the austenite lath was developed in the ART-annealing process and the volume fraction of austenite increosed with the increase of the annealing time, which resulted in a duplex microstructure con- sisting of ultrafine-grained ferrite and large fraction of reverted austenite after long time annealing. The mechanical property examinations by uniaxial tensile tests showed that ART-annealing (6 h, 650 ℃) resulted in a superhigh product of strength to elongation up to 42 GPa ·%. 展开更多
关键词 medium Mn steel microstructure mechanical property austenization ANNEALING
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Intercritical Rolling Induced Ultrafine Lamellar Structure and Enhanced Mechanical Properties of Medium-Mn Steel 被引量:6
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作者 Wei Zhan Li-qiang CAO +3 位作者 Jun HU Wen-quan CAO Jian LI han dong 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2014年第5期551-558,共8页
The medium-Mn steel with ferrite and austenite structure was rolled in the intercritical region down to dif- ferent rolling reduction. The microstructure and mechanical properties of the rolled steels were investigate... The medium-Mn steel with ferrite and austenite structure was rolled in the intercritical region down to dif- ferent rolling reduction. The microstructure and mechanical properties of the rolled steels were investigated by scan- ning electron microscopy, transmission electron microscopy, X-ray diffraction and tensile tests. It was found that the ferrite and austenite structure gradually evolved into an ultrafine structure from the random directional lath structure to lamellar structure with lath longitudinal direction parallel to the rolling direction with increasing rolling strain. It was found that the thickness of the laths was gradually refined with increasing rolling strain. The lath thickness is about 0. 15 9m stored with high density dislocations and the austenite volume fraction of the steel is about 24% after 80% rolling reduction. Furthermore, it was interesting to find that yield strength, tensile strength and total elongation of the 80% rolled medium-Mn steel are about 1000 MPa, 1250 MPa and 24%, respectively, demonstrating an excellent combination of the strength and ductility. Based on the microstructure examination, it was proposed that the grain refinement of the medium-Mn steels could be attributed to the duplex structure and the low rolling temperature. Analysis of the relationship between the microstructure and the mechanical properties indicated that the high yield strength mainly resulted from the ultrafine grain size and the high density dislocation, but the improved ductili- ty may be attributed to the large fractions of austenite retained after intercritical rolling. 展开更多
关键词 intercriticaI roiling medium manganese steel rolling reduction ultrafine lameUar structure
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Spatial Coupling Relationship and Driving Mechanism of Population and Economy in Rural Areas in Qinling-Daba Mountains,China 被引量:3
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作者 XIAO Jie QIAO Jiajun +2 位作者 han dong LIU Yang PAN Tao 《Chinese Geographical Science》 SCIE CSCD 2023年第5期779-795,共17页
Addressing the issue of the healthy and coordinated development of the population and economic factors in rural areas will not only help consolidate and expand the achievements of poverty alleviation,but will also lay... Addressing the issue of the healthy and coordinated development of the population and economic factors in rural areas will not only help consolidate and expand the achievements of poverty alleviation,but will also lay a foundation for comprehensive rural revitalization.In this paper,the spatial coupling relationship between the population and economic factors in rural areas in the QinlingDaba Mountains,China,is explored to provide a reference for rural revitalization and regional sustainable development in poverty areas.Sixty-eight county units in rural areas in the Qinling-Daba Mountains,as well as the population and economic factors in rural areas,are used to study the spatial coupling relationship between population and economy,as well as the driving mechanism,in rural areas in the Qinling-Daba Mountains from 2010 to 2020.The results show that a population contraction phenomenon occurred in the rural areas in the Qinling-Daba Mountains,and the spatial agglomeration trends of the population and economic factors were consistent.The agglomeration was mainly located in the suburban areas of the municipal area,and the agglomeration degree was significantly higher in these areas than in other areas.In terms of the spatial distribution,the economic development level of the rural areas in the northeastern part of the Qinling-Daba Mountains was generally higher than that in the central and western parts,and the unbalanced trends of the population and economic spatial differentiation in the eastern and western regions were significant.The spatial coupling relationship between the population and economy changed from coordinated development to economic advancement.This was mainly due to the mutual restriction and joint actions of the industrial structure,capital situation,natural environment,policies,and institutional regulations,among which the industrial structure and capital status had significant effects. 展开更多
关键词 rural poverty population distribution economic development pattern spatial coupling influencing factors rural revitalization Qinling-Daba Mountains China
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预煮食材冷藏过程中品质变化研究 被引量:1
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作者 王颖 韩东 张春晖 《中国调味品》 北大核心 2025年第4期20-26,96,共8页
为探究食材经热加工后在冷藏过程中的品质变化,该实验将不同种类蔬菜与肉经预煮处理后,在4℃冷藏条件下进行贮藏,并在不同时间点(0,1,3,5,7 d)采集样品,对其色泽、pH值、硫代巴比妥酸反应物(thiobarbituric acid reactive substances,TB... 为探究食材经热加工后在冷藏过程中的品质变化,该实验将不同种类蔬菜与肉经预煮处理后,在4℃冷藏条件下进行贮藏,并在不同时间点(0,1,3,5,7 d)采集样品,对其色泽、pH值、硫代巴比妥酸反应物(thiobarbituric acid reactive substances,TBARS)值、挥发性盐基氮(total volatile basic nitrogen,TVB-N)含量、菌落总数、硝酸盐含量和亚硝酸盐含量等品质指标进行测定分析。结果表明,在冷藏期间,随着贮藏时间的延长,预煮食材的品质发生显著变化(P<0.05)。具体表现为:预煮食材整体色泽逐渐变暗;pH值升高;畜禽肉中的TBARS值、TVB-N含量逐渐增加,猪肉在第3天时发生氧化酸败,牛肉和羊肉在第7天时发生氧化酸败;菌落总数在贮藏期间不断上升;硝酸盐含量和亚硝酸盐含量逐渐增加,叶菜类蔬菜中亚硝酸盐含量在贮藏第3天时均超过国家限量标准(≥4 mg/kg)。综上所述,预煮后的食材在冷藏过程中随着时间的延长呈现明显的外观劣化,同时伴随着脂质氧化、蛋白质分解、微生物活动、有害物质生长等现象,致使其品质严重下降,不宜食用,这一发现为预制菜的品质安全提供了重要的参考信息。 展开更多
关键词 预煮食材 冷藏 品质变化 硝酸盐 亚硝酸盐
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Influence of a TiAlN Coating on the Mechanical Properties of a Heat Resistant Steel at Room Temperature and 650℃ 被引量:2
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作者 张程煜 CAO Huawei +2 位作者 han dong QIAO Shengru 郭永 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2013年第5期1029-1033,共5页
A TiA1N coating was deposited on a heat resistant steel X12CrMoWVNbN10-1-1 by vacuum arc ion plating. The tensile and fatigue properties of the coated steel were investigated at room temperature (RT) and 650 ℃. The... A TiA1N coating was deposited on a heat resistant steel X12CrMoWVNbN10-1-1 by vacuum arc ion plating. The tensile and fatigue properties of the coated steel were investigated at room temperature (RT) and 650 ℃. The results reveal that the TiA1N coating is compact, on which a small number of large particle and pits are present. The Ti/Al atomic ratio in the coating is about 0.94. The average hardness of the coating is 1 868 HV0.1 and the interface bonding force between TiAIN coating and the substrate is about 3 l N. The elastic modulus and the strength of the steel are improved by the deposition of TiAIN coating. The influence of the TiA1N coating on the tensile properties of the steel can be ignored at both RT and 650 ℃. Moreover, there is no obvious decrease of the fatigue limit of substrate when the steel is coated by the coating at the investigated temperature. 展开更多
关键词 TiA1N coating TENSILE FATIGUE vacuum arc ion plating
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基于改进BERT和轻量化CNN的业务流程合规性检查方法 被引量:1
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作者 田银花 杨立飞 +1 位作者 韩咚 杜玉越 《计算机工程》 北大核心 2025年第7期199-209,共11页
业务流程合规性检查可以帮助企业及早发现潜在问题,保证业务流程的正常运行和安全性。提出一种基于改进BERT(Bidirectional Encoder Representations from Transformers)和轻量化卷积神经网络(CNN)的业务流程合规性检查方法。首先,根据... 业务流程合规性检查可以帮助企业及早发现潜在问题,保证业务流程的正常运行和安全性。提出一种基于改进BERT(Bidirectional Encoder Representations from Transformers)和轻量化卷积神经网络(CNN)的业务流程合规性检查方法。首先,根据历史事件日志中的轨迹提取轨迹前缀,构造带拟合情况标记的数据集;其次,使用融合相对上下文关系的BERT模型完成轨迹特征向量的表示;最后,使用轻量化CNN模型构建合规性检查分类器,完成在线业务流程合规性检查,有效提高合规性检查的准确率。在5个真实事件日志数据集上进行实验,结果表明,该方法相比Word2Vec+CNN模型、Transformer模型、BERT分类模型在准确率方面有较大提升,且与传统BERT+CNN相比,所提方法的准确率最高可提升2.61%。 展开更多
关键词 业务流程 合规性检查 表示学习 事件日志 卷积神经网络
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基于前缀轨迹表示学习和注意力机制的业务流程绝对剩余时间预测方法 被引量:1
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作者 田银花 庞孝文 +3 位作者 杨瑞敏 韩咚 王路 杜玉越 《计算机集成制造系统》 北大核心 2025年第5期1762-1778,共17页
剩余时间预测可以提升企业的风险应对能力,现有的预测方法存在轨迹刻画中语料库不丰富难以捕捉关键信息、应用的深度学习模型单一且通用性不足以及需要根据不同长度训练多个模型等问题。针对上述问题,提出一种基于前缀轨迹表示学习方法... 剩余时间预测可以提升企业的风险应对能力,现有的预测方法存在轨迹刻画中语料库不丰富难以捕捉关键信息、应用的深度学习模型单一且通用性不足以及需要根据不同长度训练多个模型等问题。针对上述问题,提出一种基于前缀轨迹表示学习方法和注意力机制的绝对剩余时间预测模型。首先,设计一种前缀轨迹表示学习方法获取表示向量,然后结合注意力机制提出PTr-Transformer模型。最后,该模型在5个真实事件日志中进行实验,结果表明针对大规模数据集可以有效提升剩余时间预测精度,最高可提升8.3%。 展开更多
关键词 剩余时间预测 业务流程管理 前缀轨迹 注意力机制 表示学习
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Thermal stability of retained austenite and mechanical properties of medium-Mn steel during tempering treatment 被引量:5
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作者 Xiao-li Zhao Yong-jian Zhang +2 位作者 Cheng-wei Shao Wei-jun Hui han dong 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2017年第8期830-837,共8页
The thermal stability of retained austenite(RA)and the mechanical properties of the quenched and intercritical annealed 0.1C-5Mn steel with the starting ultrafine lamellar duplex structure of ferrite and retained au... The thermal stability of retained austenite(RA)and the mechanical properties of the quenched and intercritical annealed 0.1C-5Mn steel with the starting ultrafine lamellar duplex structure of ferrite and retained austenite during tempering within the range from 200 to 500°C were studied by X-ray diffraction(XRD),transmission electron microscopy(TEM)and tensile testing.The results showed that there was a slight decrease in the RA volume fraction with increasing tempering temperature up to 400°C.This caused a slight increase in the ultimate tensile strength(UTS)and a slight decrease in the total elongation(TE);thus,the product of UTS to TE(UTS×TE)as high as 31GPa·% was obtained and remained nearly unchanged.However,aportion of the RA began to decompose when tempered at 500°C and thus caused a^35% decrease of the RA fraction and a^16%decrease of the value of UTS×TE.It is concluded that the ultrafine lamellar duplex structure is rather stable and the excellent combination of strength and ductility could be retained with tempering temperature up to 400°C.Thus,thermal processes such as galvanization are feasible for the tested steel provided that their temperatures are not higher than 400°C. 展开更多
关键词 Medium-manganese transformation-induced plasticity steel Tempering Microstructure Mechanical property Retained austenite
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失速先兆与叶尖端壁流场特性的关联性试验
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作者 马彩东 韩冬 +3 位作者 程邦勤 尉洋 张小博 张斐 《航空动力学报》 北大核心 2025年第3期414-421,共8页
为了研究失速先兆与转子叶尖端壁流场特性的关联性,对一台单转子低速轴流压气机进行了节流特性试验,采用转子叶尖端壁周向和弦向布置动态压力传感器的方法,测得了整个节流过程的动态压力信号,系统分析了失速先兆前后叶尖端壁流场特性的... 为了研究失速先兆与转子叶尖端壁流场特性的关联性,对一台单转子低速轴流压气机进行了节流特性试验,采用转子叶尖端壁周向和弦向布置动态压力传感器的方法,测得了整个节流过程的动态压力信号,系统分析了失速先兆前后叶尖端壁流场特性的变化规律,结果表明:近失速工况点,叶片通道中存在叶顶泄漏流与叶顶二次泄漏流两种不同的泄漏流形态,失速先兆形成前叶顶泄漏流稳定在叶尖前缘;形成突尖型失速先兆时,失速扰动区域的叶顶泄漏流在叶尖前缘摆动;突尖型失速先兆的形成与叶尖局部区域叶顶泄漏流的不稳定性相关,是叶顶泄漏流不稳定性的外在表象;压气机失速后,失速扰动区域的叶顶泄漏流从叶尖前缘溢出,失速扰动演变为周向传播的失速团。试验测量过程中,动态压力传感器的布置方法可有效捕捉产生失速先兆时叶尖端壁的流场特性。 展开更多
关键词 轴流压气机 失速先兆 节流特性 叶顶泄漏流 失速团
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