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The Impact of Lean Manufacturing Practices on Sustainability Performance:A Natural Resource-Based View
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作者 Mohamed A.Abobakr Magdy G.Abdel-Kader Ahmed F.Elbayoumi 《Journal of Modern Accounting and Auditing》 2022年第3期115-130,共16页
Drawing upon a Natural Resource-Based View(NRBV),this paper aims to propose a quantitative model that could be used to investigate whether Lean Manufacturing(LM)practices/tools can improve the three aspects of corpora... Drawing upon a Natural Resource-Based View(NRBV),this paper aims to propose a quantitative model that could be used to investigate whether Lean Manufacturing(LM)practices/tools can improve the three aspects of corporate sustainability performance(economic,environmental,and social).This paper is based on a theoretical study to develop a new model by reviewing the literature and proposing new ideas according to the Natural Resource-Based View(NRBV).Reviewing the literature showed that there is a significant association between LM practices/tools implementation and the improvement on three aspects of corporate sustainability performance(economic,environmental,and social).This paper provides insights to manufacturing managers about the ability of LM practices to reduce cost of operations and maximize the value provided to customers.Further,it highlighted the importance of LM practices implementation to manage organizations’activities responsibly in terms of their environmental,social,and economic effects.By proposing such a quantitative model according to a NRBV,this study contributes to a broader understanding of how LM practices affect three pillars of sustainability. 展开更多
关键词 Lean Manufacturing(LM) SUSTAINABILITY economic performance environmental performance social performance Natural resource-based view(NRBV)
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现代检测技术与LabVIEW实验课程交叉融合的探索与改革
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作者 宋爱娟 张国荣 +1 位作者 袁重焕 孟范伟 《实验室科学》 2025年第1期67-72,77,共7页
随着科技进步以及学生求职需求,高校教学中学科的交叉与综合运用已经成为高等教育深化改革和发展的必然趋势。因此,基于东北大学自动化、测控技术与仪器等领域改革的成功经验,在实验教学探索过程中,将现代检测技术中的传感器检测与转换... 随着科技进步以及学生求职需求,高校教学中学科的交叉与综合运用已经成为高等教育深化改革和发展的必然趋势。因此,基于东北大学自动化、测控技术与仪器等领域改革的成功经验,在实验教学探索过程中,将现代检测技术中的传感器检测与转换实验同功能强大的虚拟仪器Lab VIEW软件实验课程相结合,搭建基于虚拟仪器技术的传感器综合实验平台,将平台的物理设备、计算机通信、软件设计和人机交互界面的建立与设计统筹为实验课程的全部内容。采用这个平台可以模拟科研及项目开发的完整过程,从而培养学生开发项目的实践能力、科研能力、创造能力,同时提高实验室设备的利用效率,使教育教学资源得到充分利用,改变了当下传统验证实验现象、与工程实践严重脱节的实验课程。 展开更多
关键词 传感器技术 Lab view 学科的交叉融合 实验课程改革
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Green transformation paths of resource-based cities in China from the configuration perspective
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作者 GONG Qunxi 《Regional Sustainability》 2024年第3期40-53,共14页
Green transformation is an unavoidable choice for resource-based cities(RBCs)that face resource depletion and environmental pollution.Existing research has focused primarily on specific RBCs,making it challenging to a... Green transformation is an unavoidable choice for resource-based cities(RBCs)that face resource depletion and environmental pollution.Existing research has focused primarily on specific RBCs,making it challenging to apply green transformation strategies universally across cities.The fuzzy set qualitative comparative analysis(fsQCA)is a combination of qualitative and quantitative analyses that can handle multiple concurrent causality problems and determine how different conditions combine into configurations and generate an outcome.Thus,to address this gap,in this study,we established a research framework for green transformation and utilized the fsQCA to examine the configurations of 113 RBCs in China.By incorporating the element of time,this study explored the dynamic evolution of solutions in 2013,2016,and 2019.The main findings indicate that individual elements do not constitute the necessary conditions for improving the green transformation efficiency(GTE),and the systematic combination of multiple conditions is an effective path for realizing the improvement of the GTE in RBCs.Green transformation paths of RBCs exhibit the same destination through different paths.Additionally,the combination of system environment elements and system structure elements is both complementary and alternative.Differences in RBCs have led to various factor combinations and development paths,but there are some similarities in the key elements of the factor combinations at different stages.Economic environment,government support,and technological innovation are key factors that universally enhance the GTE in RBCs.These insights can assist city managers in formulating policies to drive green transformation and contribute to a better theoretical understanding of green transformation paths in RBCs. 展开更多
关键词 Green transformation path Green transformation efficiency resource-based cities Configuration analysis Fuzzy set qualitative comparative analysis(fsQCA)
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基于LabVIEW软件的锂电池故障模拟检测系统设计
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作者 王彬 杨德亮 《北京工业职业技术学院学报》 2025年第1期6-11,共6页
电动汽车、可再生能源等领域迅速发展,锂离子电池作为核心能源储存和释放的组件,性能评估尤为重要。通过设计一种基于LabVIEW软件的锂电池故障模拟检测系统,实现对锂电池故障的模拟、检测和分析,为锂电池的研发、生产和维护提供技术支... 电动汽车、可再生能源等领域迅速发展,锂离子电池作为核心能源储存和释放的组件,性能评估尤为重要。通过设计一种基于LabVIEW软件的锂电池故障模拟检测系统,实现对锂电池故障的模拟、检测和分析,为锂电池的研发、生产和维护提供技术支持。设计的系统采用LabVIEW软件,结合数据采集卡、充放电设备等硬件,对锂电池充放电全流程中可能出现的各类工况进行模拟,监测各项电气参数,实时分析处理各类异常数据,完成故障诊断。 展开更多
关键词 LABview软件 模拟检测 数据采集 故障诊断
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Conceptualizing and Measuring Economic Resilience of Resource-based Cities: Case Study of Northeast China 被引量:32
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作者 TAN Juntao ZHANG Pingyu +2 位作者 LO Kevin LI Jing LIU Shiwei 《Chinese Geographical Science》 SCIE CSCD 2017年第3期471-481,共11页
This paper develops a conceptual model and an indicator system for measuring economic resilience of resource-based cities based on the theory of evolutionary resilience and the related concepts of persistence, adaptat... This paper develops a conceptual model and an indicator system for measuring economic resilience of resource-based cities based on the theory of evolutionary resilience and the related concepts of persistence, adaptation, and transformation. Nineteen resource-based cities in Northeast China were analyzed using the indicator system. The results showed that Liaoning and Jilin provinces had higher economic resilience than Heilongjiang Province. Panjin, Benxi, and Anshan in Liaoning Province were the top three cities, while Shuangyashan and other coal-based cities in Heilongjiang Province ranked last. Metals-and petroleum-based cities had significantly higher resilience than coal-based cities. The differences in persistence, adaptability, transformation, and resilience among resource-based cities decreased since the introduction of the Northeast Revitalization Strategy in 2003. Forestry-based cities improved the most in terms of resilience, followed by metals-based and multiple-resource cities; however, resilience dropped for coal-based cities, and petroleum-based cities falling the most. The findings illustrate the importance and the way to develop a differentiated approach to improve resilience among resource-based cities. 展开更多
关键词 resource-based cities economic resilience Northeast China
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基于Photo Sphere Viewer的轻量化可量测街景系统研究
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作者 刘一宁 王琳 岳照溪 《测绘通报》 CSCD 北大核心 2024年第S01期11-17,共7页
随着新型基础测绘体系发展,测绘技术和装备不断升级,大量街景数据随着车载激光扫描工作一并被采集。针对该数据路线随机性大、密集程度高等特点,以及传统街景地图系统插件受限、扩展性不强、无法量测等局限,本文设计了基于Photo Sphere ... 随着新型基础测绘体系发展,测绘技术和装备不断升级,大量街景数据随着车载激光扫描工作一并被采集。针对该数据路线随机性大、密集程度高等特点,以及传统街景地图系统插件受限、扩展性不强、无法量测等局限,本文设计了基于Photo Sphere Viewer的轻量化可量测街景系统,在开源插件的基础上实现了对其组件的扩充、实现了行进方向、地图交互等系统功能的设计优化,进一步实现了基于深度图的街景地图量测功能。生产作业队伍对系统的使用结果表明,该系统可以辅助生产作业队伍进行属性采集、纹理更新、数据检查等多项工作,操作灵活便捷,且具有较强的可扩展性,便于基于生产需求进行改进调整,提高了生产效率,为新型基础测绘成果进一步深化应用提供了良好的借鉴作用。 展开更多
关键词 Photo Sphere viewer 轻量化 街景量测 街景数据组织 新型基础测绘
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Countermeasures for Stressing Industry but Disregarding Agriculture in Resource-based Counties: A Case Study of Fugu County in Shaanxi Province 被引量:2
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作者 Shaowen ZHAN Jing ZHANG 《Asian Agricultural Research》 2013年第4期41-44,共4页
Industry re-feeding agriculture is an important strategy to boost agricultural modernization[1]. As to resource-based regions, the key thing is the way to implement the strategy of resource-based industry re-feeding a... Industry re-feeding agriculture is an important strategy to boost agricultural modernization[1]. As to resource-based regions, the key thing is the way to implement the strategy of resource-based industry re-feeding agriculture. In fact, as a typical resource-based county, Fugu County realizes its quick economic development mainly depending on the local resources and industrial development. And the agricultural development is relatively lagging in the county, more people are beginning to denote themselves to industrial development due to high return brought by resource exploitation, which results that the contradiction between industry and agriculture is gradually prominent in the county. Therefore, it is necessary to seek for a new way to develop industry and agriculture in resource-based counties. This article mainly introduces the mode and method of "industry re-feeding agriculture" in Fugu County, analyzes and summarizes the implementation effects and achievements of modes as well as discusses the problems produced in the course of policy implementation and tries to find countermeasures to coordinate the contradiction between industry and agriculture, then further discuss the development perspective of industry and agriculture in Fugu County. 展开更多
关键词 resource-based COUNTY CONTRADICTION between indust
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The Evolution and Differentiation of Economic Convergence of Resource-based Cities in Northeast China 被引量:6
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作者 HUANG Yue FANG Yangang +1 位作者 GU Guofeng LIU Jisheng 《Chinese Geographical Science》 SCIE CSCD 2018年第3期495-504,共10页
A key target of the overall strategy implementation for regional development since the 18th Party Congress of China has involved taking measures to narrow regional disparities. This is because resource-based cities... A key target of the overall strategy implementation for regional development since the 18th Party Congress of China has involved taking measures to narrow regional disparities. This is because resource-based cities' economic development has fallen below general levels due to resource exhaustion and an unbalanced industrial structure, among other factors. Further, an economic gap has long existed between Northeast China's large number of resource-based cities and non-resource-based cities. This article comprehensively studies the economic convergence of Northeast China's resource-based cities and non-resource-based cities from 1996 to 2015 by using a dynamic panel to analyze not only the economic development of different industries and types of cities, but also the main factors that influence economic development. The empirical results demonstrate that economic convergence exists in both resource-based and non-resource-based cities, but the economic gap between them has clearly narrowed since the implementation of a strategy to revitalize the Northeast's old industrial base. Shrinking cities are the fastest to converge, as mature cities are slower and regenerating cities are the slowest; regarding industry structure, the secondary industry dominates the economy in mature and shrinking cities, and the tertiary industry in regenerating cities. The primary stimulus in resource-based cities' economic development involves upgrading the industrial structure and investing in human capital. As China faces a ‘new normal' economy, resource-based cities in Northeast China should restructure the economy and perfect their market system to avoid again widening the economic gap. 展开更多
关键词 economic convergence regional differences resource-based cities Northeast China
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A Resource-Based Pricing Collaborative Approach for Mitigating DDoS Attack in Mobile Edge Computing
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作者 Lu Chen Hongbo Tang +1 位作者 Wei You Yi Bai 《China Communications》 SCIE CSCD 2022年第12期160-175,共16页
Resource-constrainted and located closer to users,edge servers are more vulnerable to Distributed Denial of Service(DDoS)attacks.In order to mitigate the impact of DDoS attacks on benign users,this paper designed a Re... Resource-constrainted and located closer to users,edge servers are more vulnerable to Distributed Denial of Service(DDoS)attacks.In order to mitigate the impact of DDoS attacks on benign users,this paper designed a Resource-based Pricing Collaborative approach(RPC)in mobile edge computing.By introducing the influence of resource prices on requester in economics,a collaboration model based on resource pricing was established,and the allocation of user request was regarded as a game strategy to obtain the overall minimum offloading cost of the user in network.The article theoretically proved the existence and rationality of the Nash equilibrium.Finally,simulation results verified the effectiveness and feasibility of the proposed approach in two experimental scenes.Experimental results shows that RPC can effectively improve the network ability to mitigate DDoS attacks,and alleviate the adverse effects of server attacks under delay constraints. 展开更多
关键词 mobile edge computing DDoS attacks resource-based pricing game theory Nash equilibrium
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Discussion on the Problems and Path of Characteristic Town Construction in Underdeveloped, Resource-Based Cities: A Case Study of Ganzhou City
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作者 HUANG Cuiping HU Xiying 《Journal of Landscape Research》 2018年第6期56-59,共4页
Characteristic towns as a characteristic industry are one of the important measures of China's new urbanization strategy. The construction of characteristic towns in different regions needs to pay attention to reg... Characteristic towns as a characteristic industry are one of the important measures of China's new urbanization strategy. The construction of characteristic towns in different regions needs to pay attention to regional differentiation. At present, the research on characteristic towns focuses on the developed the developed central and eastern regions. There are still few studies on characteristics towns in underdeveloped areas. Starting from the analysis of the concept of the characteristic town, this paper sorted out the general situation of the construction of characteristic towns in China based on the existing research literature, selected Ganzhou City for research, pointed out there were "two restrictions and two singles" in the construction of characteristic towns in Ganzhou City, and clarified that the characteristic towns of Ganzhou City should adhere to the construction path of "two characteristics and two integrations", with a view to providing a useful reference for in Ganzhou City the construction of characteristic towns, industrial transformation and upgrading, and poverty alleviation in such underdeveloped, resource-based cities. 展开更多
关键词 CHARACTERISTIC town UNDERDEVELOPED resource-based CITY Construction PATH
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Analysis of Industrial Transformation of Resource-based Towns in Qingyang City:Taking Qingcheng County as an Example
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作者 Dan WU 《Asian Agricultural Research》 2020年第6期13-15,共3页
As people exploit resources vigorously,the amount of exploitable resources is decreasing.Due to long-term unsustainable development,resource-based cities and towns have encountered problems such as lack of resources a... As people exploit resources vigorously,the amount of exploitable resources is decreasing.Due to long-term unsustainable development,resource-based cities and towns have encountered problems such as lack of resources and slow economic growth.Faced with the"resource curse"phenomenon,the transformation of resource-based cities and towns is an inevitable trend to achieve sustainable development.In this article,taking Qingcheng County as an example,by analyzing and researching the development status and existing problems of resource industry,the stage of industrial development in Qingcheng County is discussed to prove the importance of industrial transformation to the sustainable development of Qingcheng County,the experience and lessons that Qingcheng County can learn are summarized,and the objective laws and influencing factors in the acceleration of industrial transformation in Qingcheng County are analyzed in depth.Using SWOT analysis,specific countermeasures are explored to realize the industrial transformation of Qingcheng County. 展开更多
关键词 resource-based town Qingcheng County Industrial transformation SWOT analysis
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Analysis on the Transition of Resource-based Rural Land Use in the Context of Rural Revitalization:A Case Study of Taolingou Village,Yangquan City,Shanxi Province
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作者 Keyu WANG Zisheng YANG 《Asian Agricultural Research》 2021年第11期36-40,55,共6页
The key to the transformation of resource-based rural economy lies in the land use transition,which has important theoretical and practical significance for the reconstruction of rural values and the promotion of rura... The key to the transformation of resource-based rural economy lies in the land use transition,which has important theoretical and practical significance for the reconstruction of rural values and the promotion of rural revitalization.Taking Taolingou Village in Yangquan City,Shanxi Province as an example,on the basis of expounding the concept and connotation of land use transition,this paper analyzes the evolution trend of resource-based rural land use transition,explores the driving force of resource-based rural land use transition and clearly puts forward the measures to strengthen the transformation of resource-based rural land use in the context of rural revitalization.The analysis shows that the land use of Taolingou Village is transforming towards the trend of sustainability,putting people first and multi-function,which is consistent with the strategic goal of rural revitalization.The driving force of land use transition in Taolingou Village includes four aspects,namely,industrial structure,economic factors,development policy and contradiction between human and land.Adjusting and optimizing the industrial structure,protecting the ecological environment,perfecting relevant policies and regulations,and controlling the overall population are the effective measures for Taolingou Village to realize the land use transition.This case study is expected to provide a useful reference for the land use transition in other resource-based rural areas. 展开更多
关键词 resource-based rural areas Land use transition Taolingou Village
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Resource-based City Type and Reforming Strategy Discussion and Research
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作者 Xing Junwei 《International Journal of Technology Management》 2016年第10期41-44,共4页
The resource-based city can divides according to the Israeli resource type and development phase two big standards. The resource-based city economic transformation strategy first should from the macroscopic level, see... The resource-based city can divides according to the Israeli resource type and development phase two big standards. The resource-based city economic transformation strategy first should from the macroscopic level, seek for the regional economic development the new superiority, next should act according to the new regional development favorable condition that establishes the pattern of industrial transformation from the microscopic level. 展开更多
关键词 resource-based City TYPE Reforming Strategy.
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The Dynamics Mechanism of Vulnerability for Resource-based Enterprise Communities in China
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作者 Lichun Hou Zhenshan Lin +2 位作者 Ping Wang Fanyuan Zeng Chao Han 《Journal of Geographical Research》 2019年第4期22-29,共8页
This paper has analyzed the dynamics mechanism of resource enterprises community vulnerability,selected the key factor of resources to establish a nonlinear dynamical model.The model reveals the constrained relationsh... This paper has analyzed the dynamics mechanism of resource enterprises community vulnerability,selected the key factor of resources to establish a nonlinear dynamical model.The model reveals the constrained relationship between the number of vulnerable enterprises and resource shortage rate,and the same relationship between t vulnerable enterprise numbers and the owning rate of resource market by the biggest enterprise in resource-type enterprises community of China.The results showed that,the shortage rate of resources take up more percentage than the occupancy of resource rate of the strongest enterprises in Enterprise community when D>q.the characteristics and patterns of the Chinese enterprise evolution are as follows,(1)The strongest enterprises n1 will decline or transform in the enterprise community.(2)The enterprises which survived after the shortage of resources will go through three stages:①resistance stage;②recovery stage;③stable stage.We believe that there are three movements that can make sure the resource-based enterprises community keep growing continuously in the competitive market for resources,(1)understand the enterprise resources shortage rate and the strongest enterprises share in resource rate in enterprise community,(2)follow the even-odd symmetry or odd-even symmetry laws based on the familiarity of a resource economy,(3)put the enterprises in the suitable position. 展开更多
关键词 resource-based enterprise community VULNERABILITY Large enterprise NONLINEAR DYNAMICS
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Research Progress of Maternal Environmental Effects in Resource-based Regions
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作者 Li Yanjiao Tong Weishuang +2 位作者 Gao Huashan Zhao Yan Wang Limin 《Plant Diseases and Pests》 CAS 2020年第4期31-35,共5页
Heavy metal pollution is common in resource-based regions.However,the morphological,physiological and biochemical mechanisms of plants transmitting environmental information to their offspring in environments polluted... Heavy metal pollution is common in resource-based regions.However,the morphological,physiological and biochemical mechanisms of plants transmitting environmental information to their offspring in environments polluted by heavy metals have not been studied yet.Taking soybean,an annual self-pollinated plant in Huang-Huai-Hai region,as the research object,the morphological,physiological and biochemical indexes and heavy metal enrichment and distribution characteristics of plants under heavy metal stress were monitored continuously for about three generations,and the trans-generational differences of soybean reproduction,vegetative growth,stress resistance and life cycle in heavy metal stress environment were elucidated.The results will be helpful to better understand the long-term adaptive strategy of plants to heavy metal stress and provide the theory basis for ecological security of soybean and other crops under heavy metal stress. 展开更多
关键词 Maternal environmental effect Glycine max(L.)Merr. Heavy metal stress Plant life history resource-based regions Transgenerational plasticity
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基于单片机和LabVIEW的无线温度监测与控制系统设计
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作者 杨文宜 陈海滨 +1 位作者 徐东华 叶思灏 《广州航海学院学报》 2024年第2期75-78,共4页
本文设计了一个基于STC89C52单片机和LabVIEW的无线温度监测与控制系统.该系统采用上下位机的结构,其中下位机通过STC89C52单片机控制DS18B20采集实时温度,并利用控制模块实现加热或降温,同时,通过蓝牙模块实现与上位机的无线通信;上位... 本文设计了一个基于STC89C52单片机和LabVIEW的无线温度监测与控制系统.该系统采用上下位机的结构,其中下位机通过STC89C52单片机控制DS18B20采集实时温度,并利用控制模块实现加热或降温,同时,通过蓝牙模块实现与上位机的无线通信;上位机以LabVIEW作为开发平台,实现对温度的实时显示、处理、存储、阈值设定和温度控制等功能.该系统电路设计简单、成本低、扩展性强、人机界面友好,可用于智能大棚的温度控制等需要温度检测的场所,具有广阔的应用前景. 展开更多
关键词 温度采集 无线通信 Lab view
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Study on Correlative Issues about State-owned Enterprises Restructuring in Resource-based Cities in China
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作者 Youjun Li Cuijuan Gao 《Chinese Business Review》 2006年第4期48-53,共6页
The "sediment" formed in the process of long-term development of the resource-based cities not only restricts the economic structure trans/brmation, but also increases the difficulties for restructuring the state-ow... The "sediment" formed in the process of long-term development of the resource-based cities not only restricts the economic structure trans/brmation, but also increases the difficulties for restructuring the state-owned enterprises. Furthermore, it makes current ways of reforming staffs' identity replacement and managers' shareholding mode inefficient in state-owned enterprises reformation in resource-based cities. According to the characteristics of resource-based cities and property right reform theory, cash and share right compensation for the different staffs in the process of staffs' identity replacement have been identified. In addition, different profitable investment policies have also been suggested. For managers' share holding, the stimulant share ownership should be adopted principally, at the same time corresponding restrictions should be set up for managers' investment share ownership due to share ownership structure. 展开更多
关键词 managers' shareholding resource-based city staff' identity replacement state-owned enterprise restructuring
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Non-contact wide-field viewing system-assisted scleral buckling surgery for retinal detachment in silicone oilfilled eyes
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作者 Su-Lan Wu Yi-Qi Chen +7 位作者 Li-Jun Shen Jian-Bo Mao Li Lin Ji-Wei Tao Huan Chen Shi-An Zhang Jia-Feng Yu Chen-Xi Wang 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2024年第4期761-766,共6页
AIM:To evaluate scleral buckling(SB)surgery using a noncontact wide-field viewing system and 23-gauge intraocular illumination for the treatment of rhegmatogenous retinal detachment in silicone oil(SO)-filled eyes.MET... AIM:To evaluate scleral buckling(SB)surgery using a noncontact wide-field viewing system and 23-gauge intraocular illumination for the treatment of rhegmatogenous retinal detachment in silicone oil(SO)-filled eyes.METHODS:Totally 9 patients(9 eyes)with retinal detachment in SO-filled eyes were retrospectively analyzed.All patients underwent non-contact wide-field viewing system-assisted buckling surgery with 23-gauge intraocular illumination.SO was removed at an appropriate time based on recovery.The patients were followed up for at least 3mo after SO removal.Retinal reattachment,complications,visual acuity and intraocular pressure(IOP)before and after surgery were observed.RESULTS:Patients were followed up for a mean of 8.22mo(3-22mo)after SO removal.All patients had retinal reattachment.At the final follow-up,visual acuity showed improvement for 8 patients,and no change for 1 patient.The IOP was high in 3 patients before surgery,but it stabilized after treatment;it was not affected in the other patients.None of the patients had infections,hemorrhage,anterior ischemia,or any other complication.CONCLUSION:This new non-contact wide-field viewing system-assisted SB surgery with 23-gauge intraocular illumination is effective and safe for retinal detachment in SO-filled eyes. 展开更多
关键词 non-contact wide-field viewing system scleral buckling silicone oil-filled retinal detachment
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A Brief Overview of the Development and Significance of Modern Scientific Medicine in China:Take Chinese Academy of Medical Science and Peking Union Medical College as an Example
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作者 Pu-An Cui Zhe-Xi Gong Zhong He 《Chinese Medical Sciences Journal》 CAS CSCD 2024年第2期140-143,共4页
Since the early 20th century,China has gradually established a clinical,educational,and research system centered around modern scientific medicine,which has now become the dominant force in China's medical and hea... Since the early 20th century,China has gradually established a clinical,educational,and research system centered around modern scientific medicine,which has now become the dominant force in China's medical and health system and services,with the construction and development of the Chinese Academy of Medical Sciences and Peking Union Medical College as the most prominent symbol.The scientific medicine in the new era requires close cooperation across multiple disciplines and fields to build a high-quality and efficient medical and health service system.It also involves combining the excellent traditional Chinese culture with Western medicine to explore a unique path of modern scientific medicine with Chinese characteristics. 展开更多
关键词 modern scientific medicine cultural confidence multiple view
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The real-time dynamic liquid level calculation method of the sucker rod well based on multi-view features fusion
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作者 Cheng-Zhe Yin Kai Zhang +4 位作者 Jia-Yuan Liu Xin-Yan Wang Min Li Li-Ming Zhang Wen-Sheng Zhou 《Petroleum Science》 SCIE EI CAS CSCD 2024年第5期3575-3586,共12页
In the production of the sucker rod well, the dynamic liquid level is important for the production efficiency and safety in the lifting process. It is influenced by multi-source data which need to be combined for the ... In the production of the sucker rod well, the dynamic liquid level is important for the production efficiency and safety in the lifting process. It is influenced by multi-source data which need to be combined for the dynamic liquid level real-time calculation. In this paper, the multi-source data are regarded as the different views including the load of the sucker rod and liquid in the wellbore, the image of the dynamometer card and production dynamics parameters. These views can be fused by the multi-branch neural network with special fusion layer. With this method, the features of different views can be extracted by considering the difference of the modality and physical meaning between them. Then, the extraction results which are selected by multinomial sampling can be the input of the fusion layer.During the fusion process, the availability under different views determines whether the views are fused in the fusion layer or not. In this way, not only the correlation between the views can be considered, but also the missing data can be processed automatically. The results have shown that the load and production features fusion(the method proposed in this paper) performs best with the lowest mean absolute error(MAE) 39.63 m, followed by the features concatenation with MAE 42.47 m. They both performed better than only a single view and the lower MAE of the features fusion indicates that its generalization ability is stronger. In contrast, the image feature as a single view contributes little to the accuracy improvement after fused with other views with the highest MAE. When there is data missing in some view, compared with the features concatenation, the multi-view features fusion will not result in the unavailability of a large number of samples. When the missing rate is 10%, 30%, 50% and 80%, the method proposed in this paper can reduce MAE by 5.8, 7, 9.3 and 20.3 m respectively. In general, the multi-view features fusion method proposed in this paper can improve the accuracy obviously and process the missing data effectively, which helps provide technical support for real-time monitoring of the dynamic liquid level in oil fields. 展开更多
关键词 Dynamic liquid level Multi view Features fusion Sucker rod well Dynamometer cards
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