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Discovery of unusual phloroglucinol-triterpenoid adducts from Leptospermum scoparium and Xanthostemon chrysanthus by building blocks-based molecular networking 被引量:3
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作者 Jinyan Zhang Fen Liu +7 位作者 Qian Jin Xueyi Li Qiong Zhan Mu Chen Sisi Wang Zhenlong Wu Wencai Ye Lei Wang 《Chinese Chemical Letters》 SCIE CAS CSCD 2024年第6期353-357,共5页
The first phloroglucinol-triterpenoid hybrids,myrtphlotritins A-E(1-5),were rapidly recognized and isolated from two species of Myrtaceae by employing the building blocks-based molecular network(BBMN)strategy.Compound... The first phloroglucinol-triterpenoid hybrids,myrtphlotritins A-E(1-5),were rapidly recognized and isolated from two species of Myrtaceae by employing the building blocks-based molecular network(BBMN)strategy.Compounds 1-5 featured new carbon skeletons in which phloroglucinol derivatives were coupled with lupane-and dammarane-type triterpenoids through different linkage patterns.Their structures and absolute configurations were elucidated by comprehensive analysis of spectroscopic data and quantum chemical calculations.Biosynthetic pathways for compounds 1-5 were proposed on the basis of the coexisting precursors.Guided by the biogenetic pathways,the biomimetic synthesis of compound 1 was also achieved.Additionally,compounds 2,3,and 5 exhibited potent antiviral activities against herpes simplex virus type-1(HSV-1)infection,and compounds 2 and 5 displayed significant anti-inflammatory activities on RAW264.7 cells. 展开更多
关键词 Phloroglucinol-triterpenoid adduct MYRTACEAE building blocks-based molecular network Biomimetic synthesis Antiviral activity Anti-inflammatory activity
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Design of Building Monitoring Systems Based on Wireless Sensor Networks 被引量:2
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作者 Qifen Dong Li Yu +2 位作者 Huanjia Lu Zhen Hong Yourong Chen 《Wireless Sensor Network》 2010年第9期703-709,共7页
Wireless Sensor Network provides a potential technique for monitoring the indoor environment. This paper presents a Building Monitoring system based on Wireless Sensor Networks. A clustering-based network specified fo... Wireless Sensor Network provides a potential technique for monitoring the indoor environment. This paper presents a Building Monitoring system based on Wireless Sensor Networks. A clustering-based network specified for building monitoring is proposed, which is inspired by LEACH (Low Energy Adaptive Cluster Hierarchy) method. Further, two key ideas are used to implement the clustering-based network. First, the configuration module of building management software is used to conduct all nodes in a room forming a local cluster. This cluster formation method does not consume node energy. Second, because cluster-heads cannot directly transmit packets to the sink node due to limited wireless communication range, the cluster-head communications are represented by a multi-hop tree rooted at the sink node. The experiment has been made to demonstrate the feasibility of the proposed results. 展开更多
关键词 WIRELESS SENSOR networkS buildING Monitoring LEACH CLUSTER
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Improved Implementation and Evaluation of Wireless Sensor Networks in Intelligent Building 被引量:3
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作者 段俊奇 张思东 郑涛 《China Communications》 SCIE CSCD 2011年第8期64-71,共8页
A complete study for the implementation of wireless sensor networks in the intelligent building is presented. We carry out some experiments to find out the factors affecting the network performance. Several vital para... A complete study for the implementation of wireless sensor networks in the intelligent building is presented. We carry out some experiments to find out the factors affecting the network performance. Several vital parameters which are related to the link quality are measured before deploying the actual system. And then, we propose an optimized routing protocol based on the analysis of the test data. We evaluate the deployment strategies to ensure the excellent performance of the wireless sensor networks under the real working conditions. And the evaluation results show that the presented system could satisfy the requirements of the applications in the intelligent building. 展开更多
关键词 wireless sensor networks deployment strategy network parameters routing protocol intelligent building
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A WiFi-ZigBee Building Area Network Design of High Traffics AMI for Smart Grid 被引量:1
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作者 Hoi Yan Tung Kim Fung Tsang +3 位作者 Hoi Ching Tung Veseline Rakocevic Kwok Tai Chui Yat Wah Leung 《Smart Grid and Renewable Energy》 2012年第4期324-333,共10页
A WiFi-ZigBee hybrid BAN solution, namely WiZBAN, is proposed and implemented to cater for the development of high traffic AMI for smart grid application. It is important to highlight that the major challenge of WiZBA... A WiFi-ZigBee hybrid BAN solution, namely WiZBAN, is proposed and implemented to cater for the development of high traffic AMI for smart grid application. It is important to highlight that the major challenge of WiZBAN is to handle the high density environment which results in heavy traffic loading and weak signal propagation. To overcome the captioned problem, Vertical Backbone Communication (VBC) and Horizontal Floor Communication (HFC) are defined for WiZBAN. The WiZBAN consists of WiZBAN Gateway (WiZGW), WiZBAN Meter Hub (WiZBAN) and WiZBAN In Home Display (WiZIHD) which caters for the smart grids services including smart metering and demand response. The WiZGW is the entrance of WiZBAN and connects WiZBAN to utilities. The WiZGW also teams up with WiZMH to enables VBC. On the other hand, WiZMH serves as the interception point of VBC and HFC. It interacts with smart meters and sets up the HFC together with WiZIHD to provide the user interface for end users. To shorten the transmission time, WiFi is adopted for VBC while ZigBee is applied to HCF to overcome the weak signal propagation. To investigate the performance of WiZBAN, a case study has been conducted based on an existing 23 floor residential building. From the measured and simulated results, the average round trip delay of demand response and smart metering are found to be 0.6 s and 9 s respectively. 展开更多
关键词 ADVANCE METERING INFRASTRUCTURE building Area network WIFI ZIGBEE Delay
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Seismic vulnerability assessment of urban buildings and traffic networks using fuzzy ordered weighted average 被引量:1
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作者 Yasaman ASADI Najmeh Neysani SAMANY Keyvan EZIMAND 《Journal of Mountain Science》 SCIE CSCD 2019年第3期677-688,共12页
Urban buildings and urban traffic network are considered as the vital arteries of cities which have particular effects especially after the crisis in the search and rescue operations. The aim of this study is to deter... Urban buildings and urban traffic network are considered as the vital arteries of cities which have particular effects especially after the crisis in the search and rescue operations. The aim of this study is to determine the vulnerability of urban areas especially, buildings and traffic networks using multicriteria geographic information systems and decisionmaking methods. As there are many effective criteria on the seismic vulnerability that they have uncertain and vague properties, the method of this paper is applying fuzzy ordered weighted average(OWA) to model the seismic vulnerability of urban buildings and traffic networks in the most optimistic and pessimistic states. The study area is district 6 of Tehran that is affected by the four major faults, and thus will be threatened by the earthquakes. The achieved results illustrated the vulnerability with different degrees of risk levels including very high, high, medium, low and very low. The results show that in the most optimistic case 14% and in the pessimistic case 1% of buildings tolerate in very low vulnerability. The vulnerability of urban street network also indicates that in the optimistic case 12% and in the pessimistic case at most 9% of the area are in appropriate condition and the North and NorthEast of the study area are more vulnerable than South of it. 展开更多
关键词 Earthquake Vulnerability Assessment URBAN buildINGS Traffic network MULTI-CRITERIA Decision Analysis(MCDA) Fuzzy-OWA
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ZTE to Build SDR Network for Portugal's Optimus
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作者 ZTE Corperation 《ZTE Communications》 2010年第1期12-12,共1页
ZTE Corporation, a leading global provider of telecommunications equipment and network solutions, announced on February 24, 2010 that Optimus will be deploying its software define radio (SDR) multi-mode solution, en... ZTE Corporation, a leading global provider of telecommunications equipment and network solutions, announced on February 24, 2010 that Optimus will be deploying its software define radio (SDR) multi-mode solution, enabling the operator to upgrade its GSM/UMTS network in Portugal and providing a smooth evolution path to LTE. ZTE's SDR network will include SDR RAN, network management system, and operation systems and software (NMS/OSS), enabling Optimus to optimize current 2G/3G services and smoothly upgrade to LTE. 展开更多
关键词 SDR UMTS ZTE to build SDR network for Portugal’s Optimus
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Neural Network Approach to Response of Buildings Due to Earthquake Excitation
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作者 Sayantan Chakraborty Prashant Kumar Swapan Kumar Chakraborty 《International Journal of Geosciences》 2012年第3期630-639,共10页
The present article investigates the physical phenomena associated with the wave passage effect into a building considering the ground floor as the soft floor with the conformity of the up-to-date scenario of the cons... The present article investigates the physical phenomena associated with the wave passage effect into a building considering the ground floor as the soft floor with the conformity of the up-to-date scenario of the construction of high rise buildings, due to shear excitation of the base. The aim of the study is to analyse the post-earthquake situation of the building in respect to its health. With this vision, the ensuing problem on two-dimensional building models, non-incorporating soil-structure interaction, is being tackled by both analytical and neural network approaches. Computational results from both ends (of the approaches) show that the wave energy does not always propagate from the ground into the building, but for lower frequency range it sails to the building without any disturbances. However, for higher frequency range, the computational results show that the building experiences large “torsional” deformations, as a result the building may collapse. Finally, both the approaches maintain a good agreement among themselves. The present investigation may lead to a long way in contributing to better and more rational, simplified design criteria. 展开更多
关键词 NEURAL network ANISOTROPIC building SOFT Ground FLOOR
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ZTE to Build IMS Core Network for China Mobile
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作者 ZTE Corporation 《ZTE Communications》 2010年第2期24-24,共1页
ZTE Corporation, a leading global provider of telecommunications equipment and network solutions, announced on April 26, 2010 that it has been chosen by China Mobile to deliver its IMS core network in key Chinese prov... ZTE Corporation, a leading global provider of telecommunications equipment and network solutions, announced on April 26, 2010 that it has been chosen by China Mobile to deliver its IMS core network in key Chinese provinces. The China Mobile' s commercial IMS network will boast 1.4 million lines when it is completed in three months. According to the comprehensive evaluation process by China Mobile, ZTE was ranked among the tier one IMS supplier group for the project this time. 展开更多
关键词 ZTE to build IMS Core network for China Mobile IMS CORE
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Zapp Selects ZTE to Build 3G Network in Romania
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《ZTE Communications》 2008年第2期14-14,共1页
ZTE, a leading global provide of telecommunications equipment and network sulutions, announced on May 29, 2008 that it has been selected by Zapp, Romania’s fourth largest mobile operator, to roll-out a WCDMA/HSDPA co... ZTE, a leading global provide of telecommunications equipment and network sulutions, announced on May 29, 2008 that it has been selected by Zapp, Romania’s fourth largest mobile operator, to roll-out a WCDMA/HSDPA commercial network. This deal reinforces ZTE position in Europe. Zapp plans on launching its 3G commercial services in early autumn 2008 and the network should be completed by 2011. 展开更多
关键词 ZTE Zapp Selects ZTE to build 3G network in Romania WCDMA
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ZTE Softswitch the Working Solution to Build the New Generation Network
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作者 ZTE CORPORATION 《ZTE Communications》 2003年第2期7-7,共1页
ZTE Softswitch supports the interoperability and convergence oflegacy PSTN/ISDN, PLMN, IN, and the Internet, allowing operatorsor service providers to offer diversified services to any subscriber atany time on a ZTE S... ZTE Softswitch supports the interoperability and convergence oflegacy PSTN/ISDN, PLMN, IN, and the Internet, allowing operatorsor service providers to offer diversified services to any subscriber atany time on a ZTE Softswitch network.With powerful C4 and C5 features, ZTE Softswitch effectivelysolves the evolution problems in the existing networks, protectinglegacy network investment and reducing future investment to a prof-itable level for providers. 展开更多
关键词 ZTE Softswitch the Working Solution to build the New Generation network in on for TIME
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China Builds Optical Fibre Tele-trunk Network
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作者 Wang Hualong 《China's Foreign Trade》 1995年第8期31-31,共1页
In early 1995 China began to build eight optical fibre cable trunks, including the 4,532km-long Hangzhou-Fuzhou-Guiyang-Chengdu trunk in southern China, the 2,133km-long Beijing-Hohhot-Yinchuan-Lanzhou trunk in the no... In early 1995 China began to build eight optical fibre cable trunks, including the 4,532km-long Hangzhou-Fuzhou-Guiyang-Chengdu trunk in southern China, the 2,133km-long Beijing-Hohhot-Yinchuan-Lanzhou trunk in the northern part of the country, and the 3,000km-long Beijing-Wuhan-Guangzhou trunk across the country. They will be put into use by the end of the year, thus finalizing the construction of 22 A- 展开更多
关键词 China builds Optical Fibre Tele-trunk network LINE
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Hubei: Building a Modern Communications Network
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《China Today》 2000年第10期22-25,共4页
关键词 CO building a Modern Communications network HUBEI
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Fault Diagnosis of an Intelligent Building Facility Using Bayesian Networks
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作者 ZHANG Qi-ding XU Jin-yu BAI Er-lei 《International Journal of Plant Engineering and Management》 2008年第1期26-31,共6页
There is great significance to diagnose the fault of an intelligent building facility for fault controlling, repairing, eliminating and preventing. As an example, this paper established a Bayesian networks model f or ... There is great significance to diagnose the fault of an intelligent building facility for fault controlling, repairing, eliminating and preventing. As an example, this paper established a Bayesian networks model f or fault diagnosis of the refrigeration system of an intelligent building facility, gave the networks parameters, and analyzed the reasoning mechanism. Based on the model, some data was analyzed and diagnosed by adopting Bayesian networks reasoning platform GeNIe. The result shows that the diagnosis effect is more comprehensive and reasonable than the other method. 展开更多
关键词 intelligent building facility refrigeration system fault diagnosis Bayesian networks
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安全疏散导向的城市深层地下空间建筑模型构建
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作者 南又源 李超 +1 位作者 杨瑞航 周铁军 《世界建筑》 2026年第1期94-100,共7页
针对城市深层地下空间复杂结构与灾害突发性强等带来的安全疏散挑战,本文以安全疏散为导向,结合本质安全理论与复杂网络理论,构建以硐室与亚安全区为节点、疏散路径为线的疏散网络体系。结合地下工程规范中的空间参数标准,集成了硐室、... 针对城市深层地下空间复杂结构与灾害突发性强等带来的安全疏散挑战,本文以安全疏散为导向,结合本质安全理论与复杂网络理论,构建以硐室与亚安全区为节点、疏散路径为线的疏散网络体系。结合地下工程规范中的空间参数标准,集成了硐室、水平疏散通道、竖向疏散设施与亚安全区的分级与容量阈值等要素,实现了模型与工程规范的双向兼容。研究为深层地下空间的安全疏散设计提供了兼具理论系统性与工程实践性的解决方案。 展开更多
关键词 深层地下空间 安全疏散 基本形态 立体疏散网络 建筑模型
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面向高层建筑电气火灾的风险预测预警方法
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作者 彭曙蓉 李元书 +3 位作者 黄浩宇 唐程 王娜 苏盛 《安全与环境学报》 北大核心 2026年第2期576-583,共8页
针对高层建筑电气系统因运况复杂多变导致的火灾预警难题,提出了一种融合长短期记忆(Long Short-Term Memory,LSTM)网络与Kolmogorov-Arnold网络(Kolmogorov-Arnold Network,KAN)的电气火灾风险预警方法。通过分析正常工况下电气线路负... 针对高层建筑电气系统因运况复杂多变导致的火灾预警难题,提出了一种融合长短期记忆(Long Short-Term Memory,LSTM)网络与Kolmogorov-Arnold网络(Kolmogorov-Arnold Network,KAN)的电气火灾风险预警方法。通过分析正常工况下电气线路负荷电流与环境温度变化规律,构建LSTM-KAN温度预测模型,计算预测值与实测值残差,并利用高斯核密度函数拟合残差值的概率分布确定预警阈值,最终采用异常情况下的数据进行验证。试验结果表明,与LSTM、双向长短期记忆(Bidirectional Long Short-Term Memory,BiLSTM)网络模型和单维温度输入的LSTM-KAN模型相比,该模型温度预测平均绝对误差降低至0.836℃,均方根误差为1.014℃,预测精度显著提升,且未出现误报情况,实现了电气火灾风险的有效预警。 展开更多
关键词 安全工程 电气火灾 风险预警 高层建筑 长短期记忆网络 Kolmogorov-Arnold网络
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上海全科医学科研网络中基层医务人员的研究环境和回报偏好:一项混合方法研究
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作者 汪洋 潘莹 +3 位作者 金花 杨辉 Helen Elizabeth Smith 于德华 《中国全科医学》 北大核心 2026年第1期24-34,共11页
背景全科医学科研网络(PBRN)将医务人员与研究人员连接,共同开展以全科医学和社区健康为导向的研究。自2023年以来,我国已创建了多个本土PBRN,但对其中的基层医务人员所处的科研环境及其所期望的回报仍了解不足。目的本研究旨在探索在... 背景全科医学科研网络(PBRN)将医务人员与研究人员连接,共同开展以全科医学和社区健康为导向的研究。自2023年以来,我国已创建了多个本土PBRN,但对其中的基层医务人员所处的科研环境及其所期望的回报仍了解不足。目的本研究旨在探索在初创的上海全科医学科研网络(SGPRN)中,对从事全科医学和基本医疗研究怀有兴趣的基层医务人员所面临的科研环境,以及其希望通过相关科研活动获得的回报。上述工作将为我国PBRN的组织构建、科研能力提升及科研设计提供相应信息,从而支持制订相应的策略。方法本研究采用混合方法研究的解释性时间序列设计。定量部分通过目的性抽样,于2024-10-12,对SGPRN中有意参与科研活动的145名基层医务人员进行了在线电子问卷调查,收集背景信息、科研能力、所处的科研环境及参加PBRN组织的相关研究时希望得到的回报相关的信息,并使用描述统计分析和卡诺模型(Kano Model)对其进行分析和分类。定性部分在定量部分的被调查者中,选取了24名基层医务人员,运用定性描述方法进行了1次焦点小组访谈和21次半结构式访谈,并对访谈数据进行迭代分析,以对定量数据进行验证和补充。最终通过联合展示和元合成的方法整合了定量和定性数据。结果在参与调查的基层医务人员中,84.83%(123/145)报告所在的社区卫生服务中心提供了有利于开展科研工作的环境,68.97%(100/145)报告科研工作与临床工作可以紧密结合,66.89%(97/145)报告易于获得学习科研知识和技能的资源,60.00%(87/145)报告拥有开展科研工作所需的资源,50.34%(73/145)报告可以找到科研合作伙伴,42.75%(62/145)报告拥有充足的科研时间。定性结果确证了全部定量结果,并对其进行了一定程度的拓展性补充。基层医务人员最希望从科研网络获得的回报,包括获得开展科研工作的知识和技能、主持完成对自己感兴趣的问题的研究、获得主要的作者署名、在可以运用数据的情况下获得共享数据,上述回报均与社区卫生服务中心乃至医疗卫生体系的科研激励政策设计密切相关。此外,定性结果还强调,前置、公开、透明的合作规则,以及参与者之间的相互信任,是吸引基层医务人员参与PBRN组织的科研工作的必要条件。结论本研究发现,SGPRN中的社区医务人员所处的科研环境处于中性而略偏有利的情况,并被当前医疗卫生机构科研激励和职业发展政策显著影响。基层医务人员希望在科研工作中取得的回报,聚焦于突破自身专业科研知识和技能不足的限制,以取得科研绩效产出这一根本目的。上述发现提示,我国PBRN未来的发展应在借鉴国际成熟经验,为基层医务人员提供支持其提升科研知识和技能的系统资源的同时,制订相应策略,以缓解和克服当前科研政策对全科医学和基本医疗研究的消极影响,并开展以改进实践、造福患者为主要导向的,求真、务实、高质量的研究。 展开更多
关键词 基本医疗研究 全科医学科研网络 科研能力建设 全科医生 科研合作 全科医学
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基于改进Unet++网络的遥感图像建筑物分割方法
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作者 于双双 康帅 +2 位作者 张建军 靳满 俞叶 《科学技术与工程》 北大核心 2026年第4期1607-1615,共9页
由于建筑物周围的环境复杂以及建筑物尺度各异,当建筑物尺度较小时,建筑物容易出现漏分割或分割不完整现象,从而导致提取结果的精度降低。为了解决上述困难,提出一种基于Unet++架构的改进模型(REUnet++),通过引入残差网络ResNet34作为... 由于建筑物周围的环境复杂以及建筑物尺度各异,当建筑物尺度较小时,建筑物容易出现漏分割或分割不完整现象,从而导致提取结果的精度降低。为了解决上述困难,提出一种基于Unet++架构的改进模型(REUnet++),通过引入残差网络ResNet34作为编码器结构,从而提升模型的表现。然后在模型内部加入注意力模块SE,增强模型对数据集中重要特征的提取能力。通过在公开数据集xBD上进行实验研究。实验结果表明:REUnet++模型在特征提取和复杂场景分割精度方面均超越现有的其他模型,与Unet++模型相比较,F1得分提升了3.08%,交并比得分增加了4.68%,同时其他相关性能指标也得到了显著提升。最后通过WHU建筑物数据集进一步验证了模型的泛化性能。 展开更多
关键词 遥感图像 Unet++ 残差网络 注意力模块 建筑物提取
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贸易网络嵌入特征与全球价值链分工地位
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作者 玛尔江·胡安别克 古丽娜尔·玉素甫 夏子惠 《调研世界》 2026年第1期82-96,共15页
本文基于生产分解模型测得全球182个经济体25个行业全球价值链(GVC)分工地位,并利用社会网络分析法得到贸易网络多维度嵌入特征指标,研究其对GVC分工地位的影响效应及机制。研究结果表明:贸易网络中心性和嵌入强度的提升能够促进GVC分... 本文基于生产分解模型测得全球182个经济体25个行业全球价值链(GVC)分工地位,并利用社会网络分析法得到贸易网络多维度嵌入特征指标,研究其对GVC分工地位的影响效应及机制。研究结果表明:贸易网络中心性和嵌入强度的提升能够促进GVC分工地位提升,而贸易网络集聚性与GVC分工地位呈倒U型关系,且贸易网络的影响主要通过技术扩散和贸易成本机制实现;具体地,入度中心性对GVC分工地位的影响在发达经济体和劳动密集型行业更强,而出度中心性的影响只呈现在发达经济体和劳动密集型行业;入强度的影响主要呈现在劳动密集型行业,且在发达经济体更强,而出强度的影响只体现在发展中经济体中,不存在明显的行业差异;进口网络集聚性与GVC分工地位之间的倒U型关系在发达经济体和资本密集型行业更为明显,出口网络集聚性与GVC分工地位之间的倒U型关系在发展中经济体和劳动密集型行业更强。本文的研究结论为中国进一步扩大高水平对外开放、实现价值链跃升,并利用贸易大国优势赋能贸易强国建设提供有益的启示。 展开更多
关键词 全球价值链分工 贸易网络 贸易强国建设 技术扩散 贸易成本
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基于混合神经网络的建筑能耗预测方法研究
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作者 童宇行 熊奕 《现代信息科技》 2026年第1期164-168,共5页
准确预测建筑能耗对能源管理和政策制定至关重要,但因多种因素复杂交互,预测面临诸多挑战。文章提出一种融合卡尔曼滤波器、连续小波变换和长短期记忆神经网络的混合预测模型(KCL),综合了各技术在去噪、时频分析和时间序列建模方面的优... 准确预测建筑能耗对能源管理和政策制定至关重要,但因多种因素复杂交互,预测面临诸多挑战。文章提出一种融合卡尔曼滤波器、连续小波变换和长短期记忆神经网络的混合预测模型(KCL),综合了各技术在去噪、时频分析和时间序列建模方面的优势。基于公开建筑用电数据集的实验表明,KCL模型在多项评价指标上均显著优于传统LSTM及其他基于小波的模型,预测精度显著提升,从而验证了该模型在建筑能耗预测中的有效性与鲁棒性。 展开更多
关键词 建筑能耗 神经网络 LSTM 智能建筑
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基于特征增强图神经网络的BIM建筑图构建方法研究
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作者 王俊锋 杨启亮 +1 位作者 陈寅 李井卓 《土木建筑工程信息技术》 2026年第1期14-19,共6页
随着建筑智能化不断发展,建筑信息模型(BIM)虽然整合了建筑几何形态、构件属性以及空间关系等关键信息,但在进行建筑结构分析与智能设计时,缺乏建筑空间特征的有效表征,导致难以直观呈现构件间的相邻关系及建筑整体布局。建筑构件的连... 随着建筑智能化不断发展,建筑信息模型(BIM)虽然整合了建筑几何形态、构件属性以及空间关系等关键信息,但在进行建筑结构分析与智能设计时,缺乏建筑空间特征的有效表征,导致难以直观呈现构件间的相邻关系及建筑整体布局。建筑构件的连接关系(建筑图)是空间特征的重要体现,然而现有研究均未能有效提取该关系。鉴于此,本文提出一种基于特征增强图神经网络(GNN)的建筑图构建方法,研究流程由建筑图构建、图神经网络的设计和训练组成。该方法有效克服了建筑图获取时相邻关系不易获取的问题。实验结果表明,本方法在获取建筑构件相邻关系方面的准确率达97.23%,为从BIM到建筑图数据的高效生成及下游任务的开展提供了有力支持。 展开更多
关键词 图神经网络 BIM 建筑图生成 相邻关系获取
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