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Analysis of international and national standards on logistics tracking and monitoring and their application
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作者 Meng Shu Bao Qifan +2 位作者 Jiang Xia Peng Deyan Ren Guohua 《China Standardization》 2019年第6期60-67,共8页
From the scope and technical system perspective, this paper sums up the history and current situation of logistics tracking and monitoring standards under international standards and national standards system. Taking ... From the scope and technical system perspective, this paper sums up the history and current situation of logistics tracking and monitoring standards under international standards and national standards system. Taking the first international standard developed by China in the field of logistics and Internet of Things as an example, it analyzes the status quo and trend of monitoring in logistics, presenting valuable experience for standards development in logistics tracking and monitoring in China. 展开更多
关键词 logistics TRACKING and monitoring INTERNATIONAL STANDARD
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Optimization Model of Cold-Chain Logistics Network for Fresh Agricultural Products —Taking Guangdong Province as an Example 被引量:2
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作者 Kaihao Liang Wenfeng Zhang Meng Zhang 《Journal of Applied Mathematics and Physics》 2019年第3期476-485,共10页
Cold-chain demand of fresh agricultural products is increasing in China, while network layout of cold-chain logistics is in disorder and its cost is huge. To address this problem, this paper casts an optimal model of ... Cold-chain demand of fresh agricultural products is increasing in China, while network layout of cold-chain logistics is in disorder and its cost is huge. To address this problem, this paper casts an optimal model of cold-chain logistics network and tackles it with genetic algorithms. This optimal model takes running total cost of logistics network as the objective, and embeds a nonlinear mixed integer programming including two assignment issues. The model determines optimal layout and logistics management for pre-cooling stations and logistics center for fresh agricultural products. Our main contribution is to consider construction cost and operation cost of cold chain logistics simultaneously. Case study illustrates the effectiveness of the model. 展开更多
关键词 cold-chain logistics NETWORK Layout GENETIC Algorithms
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Stackelberg Game-Based Resource Allocation with Blockchain for Cold-Chain Logistics System 被引量:1
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作者 Yang Zhang Chaoyang Li Xiangjun Xin 《Computers, Materials & Continua》 SCIE EI 2023年第5期2429-2442,共14页
Cold-chain logistics system(CCLS)plays the role of collecting and managing the logistics data of frozen food.However,there always exist problems of information loss,data tampering,and privacy leakage in traditional ce... Cold-chain logistics system(CCLS)plays the role of collecting and managing the logistics data of frozen food.However,there always exist problems of information loss,data tampering,and privacy leakage in traditional centralized systems,which influence frozen food security and people’s health.The centralized management form impedes the development of the cold-chain logistics industry and weakens logistics data availability.This paper first introduces a distributed CCLS based on blockchain technology to solve the centralized management problem.This system aggregates the production base,storage,transport,detection,processing,and consumer to form a cold-chain logistics union.The blockchain ledger guarantees that the logistics data cannot be tampered with and establishes a traceability mechanism for food safety incidents.Meanwhile,to improve the value of logistics data,a Stackelberg game-based resource allocation model has been proposed between the logistics data resource provider and the consumer.The competition between resource price and volume balances the resource supplement and consumption.This model can help to achieve an optimal resource price when the Stackelberg game obtains Nash equilibrium.The two participants also can maximize their revenues with the optimal resource price and volume by utilizing the backward induction method.Then,the performance evaluations of transaction throughput and latency show that the proposed distributed CCLS is more secure and stable.The simulations about the variation trend of data price and amount,optimal benefits,and total benefits comparison of different forms show that the resource allocation model is more efficient and practical.Moreover,the blockchain-based CCLS and Stackelberg game-based resource allocation model also can promote the value of logistic data and improve social benefits. 展开更多
关键词 cold-chain logistics resource allocation Stackelberg game blockchain
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Application of IoT Technology in Smart Logistics Systems
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作者 Zhenhua Yang 《地球科学期刊(中英文版)》 2024年第1期1-4,共4页
As Internet of Things(IoT)technology rapidly advances,its application within smart logistics systems has become increasingly widespread,significantly enhancing the efficiency and precision of logistics management.This... As Internet of Things(IoT)technology rapidly advances,its application within smart logistics systems has become increasingly widespread,significantly enhancing the efficiency and precision of logistics management.This paper comprehensively discusses the core components of IoT,its specific applications,the improvements and outcomes it brings,as well as the challenges faced and solutions proposed.Through real-time data collection,efficient information processing,and automation,IoT technology not only optimizes supply chain management but also enhances customer service levels while reducing operational costs.Studies indicate that IoT technology effectively meets modern logistics demands and drives the logistics industry towards smarter,more efficient operations. 展开更多
关键词 Internet of Things Smart logistics Real-Time Data monitoring Automated Warehousing Supply Chain Optimization
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Quantum Secure Undeniable Signature for Blockchain-Enabled Cold-Chain Logistics System
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作者 Chaoyang Li Hongxue Shen +1 位作者 Xiayang Shi Hui Liang 《Computers, Materials & Continua》 SCIE EI 2023年第5期3941-3956,共16页
Data security and user privacy are two main security concerns in the cold-chain logistics system(CCLS).Many security issues exist in traditional CCLS,destroying data security and user privacy.The digital signature can... Data security and user privacy are two main security concerns in the cold-chain logistics system(CCLS).Many security issues exist in traditional CCLS,destroying data security and user privacy.The digital signature can provide data verification and identity authentication based on the mathematical difficulty problem for logistics data sharing in CCLS.This paper first established a blockchain-enabled cold-chain logistics system(BCCLS)based on union blockchain technology,which can provide secure data sharing among different logistics nodes and guarantee logistics data security with the untampered blockchain ledger.Meanwhile,a lattice-based undeniable signature scheme is designed to strengthen the security of logistics data and user privacy against quantum attacks.This scheme is based on the lattice assumption,which can provide anti-quantum security for BCCLS in the future quantum computer age.It also establishes the undeniable mechanism that guarantees that the actual signer cannot deny a valid signature.Then,security proof shows that this undeniable signature scheme is correct and safe,and an efficiency comparison shows that it is more efficient than other schemes in similar literature.The performance evaluations of transaction throughput and latency show that the proposed BCCLS is efficient and practical.This work can improve the security and efficiency of logistics data management and promote the reform and development of the logistics industry. 展开更多
关键词 Undeniable signature cold-chain logistics system blockchain PRIVACY-PRESERVING
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The Construction of Cold-Chain Logistics Park of Agricultural Products in Sanshui from Two-stage Perspective
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作者 Jianhui HUANG Wei WANG Quan LI 《Asian Agricultural Research》 2015年第3期39-43,共5页
This paper firstly analyzed the operation model,market positioning,market demand forecast as well as market competition and challenges,park site selection,and transportation conditions for construction of the Cold-Cha... This paper firstly analyzed the operation model,market positioning,market demand forecast as well as market competition and challenges,park site selection,and transportation conditions for construction of the Cold-Chain Logistics Park of Agricultural Products in Sanshui.Then,it presented the overall planning scheme for construction of the Cold-Chain Logistics Park of Agricultural Products from a progressive two-stage perspective of overall planning and stage-by-stage implementation.The first stage mainly performs the function as a transaction platform of agricultural products and meanwhile provides customers with agricultural products storage and inspection services.The second stage adds value-added services such as distribution processing,modified atmosphere storage,freezing and refrigeration,market price information distribution,E-commerce of agricultural products and personalized services.It is expected to provide references and suggestions for the construction of the Cold-Chain Logistics Park of Agricultural Products. 展开更多
关键词 cold-chain logistics logistics PARK AGRICULTURAL p
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Research on the Challenges of Cold-chain Logistics and the Combination Ways with Logistics O2O Operation
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作者 Lifen Zhang 《International Journal of Technology Management》 2016年第6期17-19,共3页
In this paper, we conduct research on challenges of cold-chain logistics and combination ways with logistics O2O operation. Because of the cold chain logistics to the high requirement of the equipment, technology as c... In this paper, we conduct research on challenges of cold-chain logistics and combination ways with logistics O2O operation. Because of the cold chain logistics to the high requirement of the equipment, technology as caused the high cost of cold chain logistics. In the overall cost of China’s logistics is on the high side, under the condition of low profi t, many enterprises to enter and don’t have much interest in the field of cold chain logistics. So-called cold chain logistics is frozen food in the production, storage, transportation, sales, remain the regulations to the consumption of each link in the cold chain environment, to ensure the food quality, reduce loss of food and system engineering. Under this basis, we propose the O2O based logistics pattern that will solve the issues well. 展开更多
关键词 cold-chain logistics COMBINATION WAYS logistics O2O CHALLENGES Operation
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Construction and Implementation of Logistics Tracking Management System of Tropical Agricultural Products Based on Supply Chain 被引量:5
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作者 徐杰 刘鹏飞 +2 位作者 周正 张俊 杨宝祝 《Agricultural Science & Technology》 CAS 2011年第9期1308-1312,共5页
[Objective] The paper is to construct the logistics tracking management system of tropical agricultural products based on supply chain.[Method] With tropical agricultural products in Hainan as study object,based on lo... [Objective] The paper is to construct the logistics tracking management system of tropical agricultural products based on supply chain.[Method] With tropical agricultural products in Hainan as study object,based on logistics supply chain files and electronic tag coding of agricultural products,cold chain temperature and humidity monitoring,vehicle transportation positioning,data exchange of XML Web services and role-based permission dynamic allocation,the multi-level multi-permission and multi-role logistics tracking management system of tropical agricultural products has been established.[Result] The system constructs information exchange platform for various links of logistics supply chain of tropical agricultural products,which realizes the entire quality monitoring and information tracing of agricultural products,thus enhancing the competitiveness of supply chain in company.[Conclusion] The system has good application and extension prospect. 展开更多
关键词 Tropical agricultural products Supply chain logistics tracking Quality monitoring Information tracing
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Temporal-spatial Distribution Model of Cold Chain Logistics for Vegetables
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作者 陈绍慧 张鹏 +1 位作者 鲁晓翔 李江阔 《Agricultural Science & Technology》 CAS 2012年第5期1115-1118,共4页
[Objective] The aim was to study on temporal-spatial distribution model of cold chain logistics for vegetables. [Method] Broccoli was taken as an example. Detailedly, time-space distribution model of cold chain logist... [Objective] The aim was to study on temporal-spatial distribution model of cold chain logistics for vegetables. [Method] Broccoli was taken as an example. Detailedly, time-space distribution model of cold chain logistics for broccoli was proposed from standpoints of costs and benefits based on changes of time and space, and a comprehensive evaluation was made on timeliness, efficiency, risks, added- value of products and satisfaction of information in cold-chain logistics. [Result] The efficiency of cold chain logistics for vegetable can be greatly improved by temporal- spatial distribution model of cold chain logistics. [Conclusion] Costs and benefits of vegetables in temporal-apstial distribution could be evaluated by the model. 展开更多
关键词 VEGETABLE cold-chain logistics Temporal-spatial distribution BROCCOLI
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An Analysis of the Cold Chain Logistics concerning Agricultural Products in Chongqing City 被引量:2
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作者 Bo CHEN Ao ZHOU 《Asian Agricultural Research》 2016年第1期19-21,32,共4页
Agriculture is the foundation of the national economy. On the one hand,there is increasing demand for fresh and safe refrigerated agricultural products; on the other hand,the current cold chain logistics is relatively... Agriculture is the foundation of the national economy. On the one hand,there is increasing demand for fresh and safe refrigerated agricultural products; on the other hand,the current cold chain logistics is relatively underdeveloped and has many problems. This paper does a research on the major large-scale agricultural cold-chain logistics companies in Chongqing,and finds that cold-chain logistics in Chongqing has some problems such as incomplete industrial chain,relatively backward infrastructure,lack of talents,and high logistics costs. Some solutions to these problems are put forward: improving chain logistics infrastructure; strengthening personnel training; building information platform to create a new model of the cold-chain logistics in the Internet era; seeking government's policy and financial support. 展开更多
关键词 AGRICULTURAL PRODUCTS cold-chain logistics System
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Classifying Machine Learning Features Extracted from Vibration Signal with Logistic Model Tree to Monitor Automobile Tyre Pressure 被引量:1
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作者 P.S.Anoop V.Sugumaran 《Structural Durability & Health Monitoring》 EI 2017年第2期191-208,共18页
Tyre pressure monitoring system(TPMS)is compulsory in most countries like the United States and European Union.The existing systems depend on pressure sensors strapped on the tyre or on wheel speed sensor data.A diffe... Tyre pressure monitoring system(TPMS)is compulsory in most countries like the United States and European Union.The existing systems depend on pressure sensors strapped on the tyre or on wheel speed sensor data.A difference in wheel speed would trigger an alarm based on the algorithm implemented.In this paper,machine learning approach is proposed as a new method to monitor tyre pressure by extracting the vertical vibrations from a wheel hub of a moving vehicle using an accelerometer.The obtained signals will be used to compute through statistical features and histogram features for the feature extraction process.The LMT(Logistic Model Tree)was used as the classifier and attained a classification accuracy of 92.5%with 10-fold cross validation for statistical features and 90.5% with 10-fold cross validation for histogram features.The proposed model can be used for monitoring the automobile tyre pressure successfully. 展开更多
关键词 Machine learning Vibration ACCELEROMETER Statistical Features Histogram Features logistic model tree(LMT) Tyre pressure monitoring system
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The Application of Automatic Routing Technology in the Logistics System based on Intemet of Things 被引量:1
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作者 Zhang Nanbing 《International Journal of Technology Management》 2014年第8期90-93,共4页
According to the development trend of intelligent logistics in our country, combining database, communication, GIS (Geography lnfolrnation System) technology, the paper study the key core technology of each module m... According to the development trend of intelligent logistics in our country, combining database, communication, GIS (Geography lnfolrnation System) technology, the paper study the key core technology of each module monitoring platform for vehicle monitoring system, and establish logistics transport vehicle monitoring platform that oriented small and medium-sized logistics enterprises, to realize the whole process of real-time monitoring for logistics and transport the vehicle from the warehouse to transportation, promote the informationization of logistics and transport. 展开更多
关键词 The Intemet of things logistics and transport Vehicle monitoring system GIS
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Research and application of the logistics information system based on GPS
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《International English Education Research》 2013年第12期33-35,共3页
The study of the logistics system mode based on the city construction is mainly according to the concrete characteristics of the logistics operation, to sum up the characteristics of the logistics system in the area o... The study of the logistics system mode based on the city construction is mainly according to the concrete characteristics of the logistics operation, to sum up the characteristics of the logistics system in the area of the set of the logistics information system, which aims to design a reasonable response model fi'amework of the logistics system. This research is mainly based on the research on the GPS system, and deepening the logistics information system is to design and construct the function combination of the countermeasures of the logistics information technology, which is to design a complete system framework of the working state, hi addition to the related GIS technology, and the implementation of the monitoring and the control of the logistics information system, and the implementation of the navigation guidance in a reasonable range, provide the reference for the conslraction plan of the whole system, which lays a theoretical foundation for the healthy and effective operation of the countermeasures of the logistics information technology 展开更多
关键词 GPS/GIS logistics information system monitoring system navigation system
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信息量模型与Logistic回归模型耦合方法在新安江流域地质灾害易发性评价中的应用
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作者 杨春明 张建新 《测绘标准化》 2024年第3期121-125,共5页
遥感数据结合数学模型评价流域地质灾害易发性,可用于辅助开展地质灾害预警工作。本文利用信息量模型与Logistic回归模型耦合的方法,基于地理国情数据、多源卫星遥感影像数据、数字高程模型等基础数据,以及地质、土壤、地质灾害等方面... 遥感数据结合数学模型评价流域地质灾害易发性,可用于辅助开展地质灾害预警工作。本文利用信息量模型与Logistic回归模型耦合的方法,基于地理国情数据、多源卫星遥感影像数据、数字高程模型等基础数据,以及地质、土壤、地质灾害等方面的专题数据,选取地质灾害影响因子,对新安江流域地质灾害易发性情况进行分区评价。结果表明,信息量模型与Logistic回归模型耦合方法在地质灾害易发性评价中能够较好地考虑到影响因子间的相关性,保证了地质灾害易发性评价结果的可靠性。信息量模型与Logistic回归模型耦合方法进行新安江流域地质灾害易发性分区的评价表明,高易发区和较高易发区主要分布在人类活动强度较大的河流两岸和道路沿线,该结果与实际地质灾害点分布特征较为吻合,可为新安江流域防灾、减灾工作提供参考。 展开更多
关键词 遥感监测 信息量模型 logistIC回归模型 影响因子 易发性
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肉品冷链物流监控技术研究进展
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作者 韩彬 冷冬梅 +6 位作者 徐毓谦 沈建洋 李欣 郑晓春 王卫 张德权 侯成立 《食品工业科技》 北大核心 2025年第3期19-30,共12页
我国是肉类生产与消费大国,冷链物流是保证肉品品质的重要手段。随着科技的发展和“十四五”冷链物流规划政策的逐步实施,数字化、信息化和可视化已成为冷链物流发展的重点。然而,实际操作中,冷链物流过程中的温度波动并不能完全避免,... 我国是肉类生产与消费大国,冷链物流是保证肉品品质的重要手段。随着科技的发展和“十四五”冷链物流规划政策的逐步实施,数字化、信息化和可视化已成为冷链物流发展的重点。然而,实际操作中,冷链物流过程中的温度波动并不能完全避免,特别是在长距离运输和极端气候条件下,引发“断链”“伪冷链”等问题,导致冷链物流过程肉品品质下降。随着工业4.0技术的快速发展,大数据、物联网和人工智能等先进技术得到了广泛应用。这些技术与各类传感设备的结合,在监控肉品冷链过程中尤其有效,已成为解决相关问题的有效手段。本文从信息感知、信息处理等冷链物流监控关键环节,对肉品冷链物流监控技术进展进行综述,并结合传感器、窄带物联网、机器学习和区块链等新型信息技术,探讨肉品冷链物流监控技术的未来发展趋势,以期为我国肉品冷链物流监控技术的研究与应用提供理论支撑。 展开更多
关键词 肉品 冷链物流 断链 监控技术 追溯
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基于Logistic模型估算江安河武侯区水污染经济损失 被引量:5
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作者 刘耀源 邹长武 +3 位作者 郭光义 杜朗 周媛媛 罗茜 《中国农村水利水电》 北大核心 2011年第12期33-35,共3页
在对江安河武侯区段水质进行监测的基础上,应用Logistic模型对江安河水污染造成的经济损失进行了估算。结果表明:江安河武侯区段水污染经济总损失率高达99.99%,其中SS造成的污染损失率达到99.86%;总体经济损失为从2009年的42.33亿元逐... 在对江安河武侯区段水质进行监测的基础上,应用Logistic模型对江安河水污染造成的经济损失进行了估算。结果表明:江安河武侯区段水污染经济总损失率高达99.99%,其中SS造成的污染损失率达到99.86%;总体经济损失为从2009年的42.33亿元逐年增大至2011年的65.15亿元。因此必须加强水环境监测与污染控制力度。 展开更多
关键词 江安河 logistIC模型 经济损失率 水质监测
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运输远程监控中基于Logistic映射的混沌加密算法 被引量:3
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作者 贾科进 梁杰 +3 位作者 杜太行 王金伟 王刚 张子汉 《化工自动化及仪表》 CAS 2012年第12期1632-1636,共5页
简单地介绍了运输远程监控系统的构成和目的,分析了GPRS网络传输数据的工作原理,针对其中的薄弱环节加入混沌加密算法进行安全性防范。介绍了混沌的概念,基于Logistic映射的混沌加密方法和加密流程,根据GPRS网络传输的数据格式,对该算... 简单地介绍了运输远程监控系统的构成和目的,分析了GPRS网络传输数据的工作原理,针对其中的薄弱环节加入混沌加密算法进行安全性防范。介绍了混沌的概念,基于Logistic映射的混沌加密方法和加密流程,根据GPRS网络传输的数据格式,对该算法进行改进后应用于其中,主要是安全性较低的设备终端。给出了该算法的C++程序实例,并验证了该算法对初值的敏感性。 展开更多
关键词 运输远程监控 数据传输 logistIC映射 混沌加密
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Logistic回归及ROC曲线综合评价CA15-3、CA125、CK19、CEA、AFP和CA199在乳腺癌术后监测中的应用价值 被引量:7
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作者 范海燕 孟凡云 +2 位作者 章阳 魏仲香 关众 《重庆医科大学学报》 CAS CSCD 北大核心 2010年第11期1693-1696,共4页
目的:应用Logistic回归模型及受试者工作特征曲线(Receiver operating characteristic curve,ROC曲线)探讨多种血清肿瘤标志物在乳腺癌术后监测中的应用价值。方法:采用化学发光免疫分析法测定34例术后复发转移患者及76例无复发患者的血... 目的:应用Logistic回归模型及受试者工作特征曲线(Receiver operating characteristic curve,ROC曲线)探讨多种血清肿瘤标志物在乳腺癌术后监测中的应用价值。方法:采用化学发光免疫分析法测定34例术后复发转移患者及76例无复发患者的血清CA15-3、CA125、CK19、CEA、AFP、CA199水平,通过组间均值比较和Logistic逐步回归分析筛选出有效指标,并通过ROC曲线评价其在术后复发转移判断中的诊断价值。结果:其中3项血清肿瘤标志物CA15-3、CK19和CEA入选Logistic回归方程,对应的曲线下面积分别为0.974、0.922、0.913,阳性检出率分别为82.4%、73.5%和64.7%。结论:肿瘤标志物CA15-3、CK19、CEA在术后复发或转移诊断中有较高的应用价值,可作为乳腺癌术后监测复发转移的有效指标。 展开更多
关键词 乳腺肿瘤 logistic模型 ROC曲线 肿瘤标志 CA15-3 CK19 CEA 术后监测
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基于Logistic-Verhulst模型的云岭隧道围岩位移预测 被引量:2
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作者 王晓睿 王元汉 《昆明理工大学学报(理工版)》 CAS 2007年第5期57-60,72,共5页
隧道围岩的变形是一个非常复杂的非线性演化过程,按照数学思想依据自然界生物生长动态过程建立Logistic-Verhulst模型,模拟计算围岩应力重分布过程的位移.通过在十漫公路云岭隧道实地监测验证,得到在复杂地质条件下,施工过程中软弱围岩... 隧道围岩的变形是一个非常复杂的非线性演化过程,按照数学思想依据自然界生物生长动态过程建立Logistic-Verhulst模型,模拟计算围岩应力重分布过程的位移.通过在十漫公路云岭隧道实地监测验证,得到在复杂地质条件下,施工过程中软弱围岩变形的超前预报值、收敛趋于稳定的值和趋于稳定的时间,以较高的预测精度,证明了Logistic-Verhulst模型在隧道围岩位移监测应用中的可行性和可靠性. 展开更多
关键词 隧道围岩 logistIC模型 位移监测
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管网在线-人工监测系统余氯预测Logistic回归模型 被引量:1
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作者 田一梅 秦琦 王杨 《深圳大学学报(理工版)》 EI CAS 北大核心 2007年第2期200-205,共6页
根据国内管网水质监测现状,对南方某城市供水管网多项水质指标进行检测,选择余氯为预测指标,以在线监测水质指标为影响变量,建立在线-人工监测系统的Logistic回归模型,对管网末梢余氯达标与否进行概率预测.经实例验证,预测结果达到了较... 根据国内管网水质监测现状,对南方某城市供水管网多项水质指标进行检测,选择余氯为预测指标,以在线监测水质指标为影响变量,建立在线-人工监测系统的Logistic回归模型,对管网末梢余氯达标与否进行概率预测.经实例验证,预测结果达到了较高的准确度,可通过少量在线监测点预测并了解整个管网水质状况. 展开更多
关键词 供水管网 余氯 logistIC回归 在线-人工监测 预测模型
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