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Edge Computing-Based Joint Client Selection and Networking Scheme for Federated Learning in Vehicular IoT 被引量:6
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作者 Wugedele Bao Celimuge Wu +3 位作者 Siri Guleng Jiefang Zhang Kok-Lim Alvin Yau Yusheng Ji 《China Communications》 SCIE CSCD 2021年第6期39-52,共14页
In order to support advanced vehicular Internet-of-Things(IoT)applications,information exchanges among different vehicles are required to find efficient solutions for catering to different application requirements in ... In order to support advanced vehicular Internet-of-Things(IoT)applications,information exchanges among different vehicles are required to find efficient solutions for catering to different application requirements in complex and dynamic vehicular environments.Federated learning(FL),which is a type of distributed learning technology,has been attracting great interest in recent years as it performs knowledge exchange among different network entities without a violation of user privacy.However,client selection and networking scheme for enabling FL in dynamic vehicular environments,which determines the communication delay between FL clients and the central server that aggregates the models received from the clients,is still under-explored.In this paper,we propose an edge computing-based joint client selection and networking scheme for vehicular IoT.The proposed scheme assigns some vehicles as edge vehicles by employing a distributed approach,and uses the edge vehicles as FL clients to conduct the training of local models,which learns optimal behaviors based on the interaction with environments.The clients also work as forwarder nodes in information sharing among network entities.The client selection takes into account the vehicle velocity,vehicle distribution,and the wireless link connectivity between vehicles using a fuzzy logic algorithm,resulting in an efficient learning and networking architecture.We use computer simulations to evaluate the proposed scheme in terms of the communication overhead and the information covered in learning. 展开更多
关键词 vehicular IoT federated learning client selection networking scheme
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Evaluation of Scheme Design of Blast Furnace Based on Artificial Neural Network 被引量:3
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作者 TANG Hong LI Jing-min +2 位作者 YAO Bi-qiang LIAO Hong-fu YAO Jin 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2008年第3期1-4,36,共5页
Blast furnace scheme design is very important, since it directly affects the performance, cost and configuration of the blast furnace. An evaluation approach to furnace scheme design was brought forward based on artif... Blast furnace scheme design is very important, since it directly affects the performance, cost and configuration of the blast furnace. An evaluation approach to furnace scheme design was brought forward based on artificial neural network. Ten independent parameters which determined a scheme design were proposed. The improved threelayer BP network algorithm was used to build the evaluation model in which the 10 independent parameters were taken as input evaluation indexes and the degree to which the scheme design satisfies the requirements of the blast furnace as output. It was trained by the existing samples of the scheme design and the experts' experience, and then tested by the other samples so as to develop the evaluation model. As an example, it is found that a good scheme design of blast furnace can be chosen by using the evaluation model proposed. 展开更多
关键词 blast furnace artificial neural network scheme design
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SEMANTIC NETWORK PRESENTATION OF MECHANICAL MOTION SCHEME AND ITS MECHANISM TYPES SELECTION METHOD 被引量:2
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作者 Ye Zhigang Zou Huijun +1 位作者 Zhang Qing Tian Yongli School of Mechanical Engineering,Shanghai Jiaotong University,Shanghai 200030, China 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2004年第2期253-256,共4页
The presentation method of the mechanical motion scheme must support thewhole process of conceptual design. To meet the requirement, a semantic network method is selectedto represent process level, action level, mecha... The presentation method of the mechanical motion scheme must support thewhole process of conceptual design. To meet the requirement, a semantic network method is selectedto represent process level, action level, mechanism level and relationships among them. Computeraided motion cycle chart exploration can be realized by the representation and revision of timecoordination of mechanism actions and their effect on the design scheme. The uncertain reasoningtechnology based on semantic network is applied in the mechanism types selection of the needledriving mechanism of industrial sewing mechanism, and the application indicated it is correct,useful and advance. 展开更多
关键词 Semantic network scheme design Closeness degree Motion cycle chart Mechanical motion scheme
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CONTROL SCHEMES FOR CMAC NEURAL NETWORK-BASED VISUAL SERVOING 被引量:1
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作者 Wang HuamingXi WenmingZhu JianyingDepartment of Mechanical andElectrical Engineering,Nanjing University of Aeronauticsand Astronautics,Nanjing 210016, China 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2003年第3期256-259,共4页
In IBVS (image based visual servoing), the error signal in image space should be transformed into the control signal in the input space quickly. To avoid the iterative adjustment and complicated inverse solution of im... In IBVS (image based visual servoing), the error signal in image space should be transformed into the control signal in the input space quickly. To avoid the iterative adjustment and complicated inverse solution of image Jacobian, CMAC (cerebellar model articulation controller) neural network is inserted into visual servo control loop to implement the nonlinear mapping. Two control schemes are used. Simulation results on two schemes are provided, which show a better tracking precision and stability can be achieved using scheme 2. 展开更多
关键词 CMAC Neural network Control scheme Visual servoing
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A Transductive Scheme Based Inference Techniques for Network Forensic Analysis 被引量:1
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作者 TIAN Zhihong JIANG Wei LI Yang 《China Communications》 SCIE CSCD 2015年第2期167-176,共10页
Network forensics is a security infrastructure,and becomes the research focus of forensic investigation.However many challenges still exist in conducting network forensics:network has produced large amounts of data;th... Network forensics is a security infrastructure,and becomes the research focus of forensic investigation.However many challenges still exist in conducting network forensics:network has produced large amounts of data;the comprehensibility of evidence extracting from collected data;the efficiency of evidence analysis methods,etc.To solve these problems,in this paper we develop a network intrusion forensics system based on transductive scheme that can detect and analyze efficiently computer crime in networked environments,and extract digital evidence automatically.At the end of the paper,we evaluate our method on a series of experiments on KDD Cup 1999 dataset.The results demonstrate that our methods are actually effective for real-time network forensics,and can provide comprehensible aid for a forensic expert. 展开更多
关键词 network forensics transductive scheme security digital evidence
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Defending Against Link Failure in Virtual Network Embedding Using a Hybrid Scheme 被引量:3
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作者 Jianjian Ai Hongchang Chen +1 位作者 Zehua Guo Guozhen Cheng 《China Communications》 SCIE CSCD 2019年第1期129-138,共10页
Nowadays network virtualization is utterly popular.As a result,how to protect the virtual networks from attacking on the link is increasingly important.Existing schemes are mainly backup-based,which suffer from data l... Nowadays network virtualization is utterly popular.As a result,how to protect the virtual networks from attacking on the link is increasingly important.Existing schemes are mainly backup-based,which suffer from data loss and are helpless to such attacks like data tampering.To offer high security level,in this paper,we first propose a multipath and decision-making(MD) scheme which applies multipath simultaneously delivery and decision-making for protecting the virtual network.Considering different security requirement for virtual link,we devise a hybrid scheme to protect the virtual links.For the critical links,MD scheme is adopted.For the other links,we adopt the Shared Backup Scheme.Our simulation results indicate the proposed scheme can significantly increase the security level of the critical link high in the loss of less acceptance ratio. 展开更多
关键词 network VIRTUALIZATION VIRTUAL LINK security MULTIPATH and DECISION-MAKING hybrid scheme
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Development of Virtual Reference Station in Kinematic Schemes of Geodetic GPS Network Using the Method of Maximum Informative Zone
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作者 Arif Shafayat Mehdiyev Ramiz Ahmed Eminov Hikmat Hamid Asadov 《Positioning》 2013年第4期267-270,共4页
The factual data on error of positioning in VRS GPS networks have been analyzed, where the mobile receiver is provided with VRS. The method of highly informative zone is suggested for removal of initial vagueness in s... The factual data on error of positioning in VRS GPS networks have been analyzed, where the mobile receiver is provided with VRS. The method of highly informative zone is suggested for removal of initial vagueness in selection of reference stations for purposes of development of VRS on the basis of minimum GPS network, composed of three reference stations. The recommendations on use of suggested method are given. 展开更多
关键词 GPS Receiver Virtual Reference STATION KINEMATIC schemeS POSITIONING GEODETIC network
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Performance Analysis of an Enhanced Load Balancing Scheme for Wireless Sensor Networks
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作者 Adeniran Oluwaranti Dauda Ayanda 《Wireless Sensor Network》 2011年第8期275-282,共8页
Research interest in sensor networks routing largely considers minimization of energy consumption as a major performance criterion to provide maximum sensors network lifetime. When considering energy conservation, rou... Research interest in sensor networks routing largely considers minimization of energy consumption as a major performance criterion to provide maximum sensors network lifetime. When considering energy conservation, routing protocols should also be designed to achieve fault tolerance in communications. Moreover, due to dynamic topology and random deployment, incorporating reliability into protocols for WSNs is very important. Hence, we propose an improved scalable clustering-based load balancing scheme (SCLB) in this paper. In SCLB scheme, scalability is achieved by dividing the network into overlapping multihop clusters each with its own cluster head node. Simulation results show that the proposed scheme achieves longer network lifetime with desirable reliability at the initial state compare with the existing multihop load balancing approach. 展开更多
关键词 Wireless Sensor networks Energy CONSUMPTION SCALABLE Clustering-Based LOAD Balancing scheme Reliability
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Incentive Schemes of Nodes for Ad Hoc and Multi-hop Cellular Networks
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作者 Wang Kun Wu Meng 《China Communications》 SCIE CSCD 2007年第4期79-88,共10页
Nodes cooperation is a significant prerequisite for the realization of the relaying Ad Hoc.While with the development of multi-hop cellular networks, how to stimulate intermediate nodes to do the packet-forwarding des... Nodes cooperation is a significant prerequisite for the realization of the relaying Ad Hoc.While with the development of multi-hop cellular networks, how to stimulate intermediate nodes to do the packet-forwarding deserves more concerning.At present research,the incentive schemes in pure Ad Hoc and multi-hop cellular networks are analyzed and compared to classify the strengths and drawbacks of each scheme.We explain in particular what the key issues are to implement incentive schemes for cooperation. Finally,an incentive scheme based on integration of reputation and charging systems is proposed not only to block the existence of selfish nodes,but to satisfy the rational requirement of nodes. 展开更多
关键词 node cooperation INCENTIVE scheme in-depth SUMMARY MULTI-HOP cellular networks Ad HOC security
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A Dual-Channel Secure Transmission Scheme for Internet-Based Networked Control Systems
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作者 田德振 戴亚平 +1 位作者 胡敬炉 平泽宏太郎 《Journal of Beijing Institute of Technology》 EI CAS 2010年第2期183-190,共8页
Two significant issues in Internet-based networked control systems ( INCSs), transport performance of different protocols and security breach from Internet side, are investigated. First, for improving the performanc... Two significant issues in Internet-based networked control systems ( INCSs), transport performance of different protocols and security breach from Internet side, are investigated. First, for improving the performance of data transmission, user datagram protocol (UDP) is adopted as the main stand for controllers and plants using INCSs. Second, a dual-channel secure transmission scheme (DCSTS)based on data transmission characteristics of INCSs is proposed, in which a raw UDP channel and a secure TCP (transmission control protocol) connection making use of SSL/TLS (secure sockets layer/transport layer security) are included. Further, a networked control protocol (NCP) at application layer for supporting DCSTS between the controllers and plants in INCSs is designed, and it also aims at providing a universal communication mechanism for interoperability of devices among the networked control laboratories in Beijing Institute of Technology of China, Central South University of China and Tokyo University of Technology of Japan. By means of a networked single-degree-of-free- dom robot arm, an INCS under the new protocol and security environment is created. Compared with systems such as IPSec or SSL/TLS, which may cause more than 91% network throughput deduction, the new DCSTS protocol may yield results ten times better, being just 5.67%. 展开更多
关键词 Internet-based networked control system (INCS) networked control protocol(NCP) dual-channel secure transmission scheme(DCSTS)
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多网融合下都市圈轨道交通清分方法改进研究
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作者 朱炜 张炜晗 +2 位作者 郁叶萍 费佳莹 商泰峰 《铁道运输与经济》 北大核心 2026年第2期42-48,118,共8页
在我国都市圈快速发展及轨道交通多网融合的背景下,各大城市积极推进多制式轨道交通系统的协同运营管理,传统城市轨道交通客流清分方法在新网络条件下面临诸多挑战。首先梳理了当前我国都市圈轨道交通发展趋势与客流清分现状,系统分析... 在我国都市圈快速发展及轨道交通多网融合的背景下,各大城市积极推进多制式轨道交通系统的协同运营管理,传统城市轨道交通客流清分方法在新网络条件下面临诸多挑战。首先梳理了当前我国都市圈轨道交通发展趋势与客流清分现状,系统分析了多网融合条件下不同换乘模式与票价方案对乘客出行选择的影响,以及对现有客流清分模型适用性的冲击,明确了模式与方案的适配关系。在此基础上,结合都市圈轨道交通多网融合建设目标,重点揭示现有清分模型在“无感换乘”与“差异化票价”组合场景中的局限性,并针对性提出了未来模型的改进方向。研究成果可为多网融合背景下轨道交通系统的运营调度与收益分配提供理论支撑,推动多制式轨道交通系统安全高效运行。 展开更多
关键词 都市圈轨道交通 多网融合 互联互通 票价方案 清分方法
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基于5G专网技术的轨道交通装备车间网络组网方案研究
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作者 傅煜 陶春松 +2 位作者 毛云轩 费爱松 岳彩昂 《计算机应用文摘》 2026年第4期173-175,共3页
作为新一代移动互联网技术,5G通信与云计算、大数据、物联网、人工智能等深度融合,为各行各业的数字化转型提供了新的机遇。文章基于轨道交通装备制造业的实际需求,分析了两个典型离散型制造车间中的设备连接需求及5G技术优势,提出一种... 作为新一代移动互联网技术,5G通信与云计算、大数据、物联网、人工智能等深度融合,为各行各业的数字化转型提供了新的机遇。文章基于轨道交通装备制造业的实际需求,分析了两个典型离散型制造车间中的设备连接需求及5G技术优势,提出一种基于分布式皮基站的5G专网组网方案,作为传统有线以太网和Wi-Fi的补充。测试结果显示,该方案能够有效覆盖车间,满足新增智能化设备的接入需求。 展开更多
关键词 离散型制造 轨道交通装备 车间5G专网 分布式皮基站 组网方案
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Two-Phase Bidirectional Dual-Relay Selection Strategy for Wireless Relay Networks 被引量:1
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作者 Samer Alabed Issam Maaz Mohammad Al-Rabayah 《Computers, Materials & Continua》 SCIE EI 2021年第10期539-553,共15页
In this article,we introduce a new bi-directional dual-relay selection strategy with its bit error rate(BER)performance analysis.During the first step of the proposed strategy,two relays out of a set of N relay-nodes ... In this article,we introduce a new bi-directional dual-relay selection strategy with its bit error rate(BER)performance analysis.During the first step of the proposed strategy,two relays out of a set of N relay-nodes are selected in a way to optimize the system performance in terms of BER,based on the suggested algorithm which checks if the selected relays using the maxmin criterion are the best ones.In the second step,the chosen relay-nodes perform an orthogonal space-time coding scheme using the two-phase relaying protocol to establish a bi-directional communication between the communicating terminals,leading to a significant improvement in the achievable coding and diversity gain.To further improve the overall system performance,the selected relay-nodes apply also a digital network coding scheme.Furthermore,this paper discusses the analytical approximation of the BER performance of the proposed strategy,where we prove that the analytical results match almost perfectly the simulated ones.Finally,our simulation results show that the proposed strategy outperforms the current state-of-the-art ones. 展开更多
关键词 Two-way wireless relay networks cooperative diversity techniques distributed space-time coding relay selection strategies network coding schemes
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Attribute-Based Re-Encryption Scheme in the Standard Model 被引量:4
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作者 GUO Shanqing ZENG Yingpei +1 位作者 WEI Juan XU Qiuliang 《Wuhan University Journal of Natural Sciences》 CAS 2008年第5期621-625,共5页
In this paper, we propose a new attribute-based proxy re-encryption scheme, where a semi-trusted proxy, with some additional information, can transform a ciphertext under a set of attributes into a new ciphertext unde... In this paper, we propose a new attribute-based proxy re-encryption scheme, where a semi-trusted proxy, with some additional information, can transform a ciphertext under a set of attributes into a new ciphertext under another set of attributes on the same message, but not vice versa, furthermore, its security was proved in the standard model based on decisional bilinear Diffie-Hellman assumption. This scheme can be used to realize fine-grained selectively sharing of encrypted data, but the general proxy rencryption scheme severely can not do it, so the proposed schemecan be thought as an improvement of general traditional proxy re-encryption scheme. 展开更多
关键词 ATTRIBUTE-BASED re-encryption scheme standard model network storage
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Protection Strategies against Cascading Failure for Power Systems of Ring Network 被引量:1
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作者 Arun Kumar Hnin Yu Shwe Peter Han Joo Chong 《Communications and Network》 2016年第2期67-78,共12页
Power grid vulnerability is a key issue with large blackouts, causing power disruption for millions of people. The complexity of power grid, together with excessive number of components, makes it difficult to be model... Power grid vulnerability is a key issue with large blackouts, causing power disruption for millions of people. The complexity of power grid, together with excessive number of components, makes it difficult to be modeled. Currently, researchers use complex networks to model and study the performance of power grids. In fact, power grids can be modeled into a complex network by making use of ring network topology, with substations and transmission lines denoted as nodes and edges, respectively. In this paper, three protection schemes are proposed and their effectiveness in protecting the power network under high and low-load attacks is studied. The proposed schemes, namely, Cascaded Load Cut-off (CLC), Cascaded Load Overflow (CLO) and Adaptive-Cascaded Load Overflow (A-CLO), improve the robustness of the power grids, i.e., decrease the value of critical tolerance. Simulation results show that CLC and CLO protection schemes are more effective in improving the robustness of networks than the A-CLO protection scheme. However, the CLC protection scheme is effective only at the expense that certain percentage of the network will have no power supply. Thus, results show that the CLO protection scheme dominates the other protection schemes, CLC and A-CLO, in terms of the robustness of the network, improved with the precise amount of load cut-off determined. 展开更多
关键词 Electric Power Grid Cascading Failure Protection schemes networkS
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A Beamforming Technique Using Rotman Lens Antenna for Wireless Relay Networks
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作者 Samer Alabed Mohammad Al-Rabayah Wael Hosny Fouad Aly 《Computers, Materials & Continua》 SCIE EI 2022年第12期5641-5653,共13页
Rotman lens,which is a radio frequency beam-former that consists of multiple input and multiple output beam ports,can be used in industrial,scientific,and medical applications as a beam steering device.The input ports... Rotman lens,which is a radio frequency beam-former that consists of multiple input and multiple output beam ports,can be used in industrial,scientific,and medical applications as a beam steering device.The input ports collect the signals to be propagated through the lens cavity toward the output ports before being transmitted by the antenna arrays to the destination in order to enhance the error performance by optimizing the overall signal to noise ratio(SNR).In this article,a low-cost Rotman lens antenna is designed and deployed to enhance the overall performance of the conventional cooperative communication systems without needing any additional power,extra time or frequency slots.In the suggested system,the smart Rotman lens antennas generate a beam steering in the direction of the destination to maximize the received SNR at the destination by applying the proposed optimal beamforming technique.The suggested optimal beamforming technique enjoys high diversity,as well as,low encoding and decoding complexity.Furthermore,we proved the advantages of our suggested strategy through both theoretical results and simulations using Monte Carlo runs.The Monte Carlo simulations show that the suggested strategy enjoys better error performance compared to the current state-of-the-art distributed multiantenna strategies.In addition,the bit error rate(BER)curves drawn from the analytical results are closely matching to those drawn from our conducted Monte Carlo simulations. 展开更多
关键词 Performance analysis smart antenna Rotman lens antenna multiantenna systems wireless relay networks cooperative diversity schemes digital network coding relay selection schemes
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A Comprehensive Review of Protection Schemes for Distributed Generation 被引量:1
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作者 Umair Shahzad Sohrab Asgarpoor 《Energy and Power Engineering》 2017年第8期430-463,共34页
Due to the increasing demand of energy and the need for nonconventional energy sources, distributed generation (DG) has come into play. The trend of unidirectional power flow has been gradually shifting. With new tech... Due to the increasing demand of energy and the need for nonconventional energy sources, distributed generation (DG) has come into play. The trend of unidirectional power flow has been gradually shifting. With new technology comes new challenges, the introduction of DG into the conventional power system brings various challenges;one of the major challenges is system protection under DG sources. These sources pose a significant challenge due to bidirectional flows from DGs as well as lower fault current contribution from inverter interfaced DGs. This paper reviews existing protection schemes that have been suggested for active distribution networks. Most of these protection strategies apply only to smaller distribution systems implying that they may need to be extended to larger systems with a much higher penetration of distributed generation. In the end, a potential protection scheme has also been recommended as a future work. 展开更多
关键词 Distributed Generation (DG) Energy PROTECTION schemeS ACTIVE DISTRIBUTION networks
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复杂构造区常压页岩气压裂缝网模拟与应用实践 被引量:1
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作者 张国荣 倪振玉 +2 位作者 吴公益 王伟 倪锋 《油气地质与采收率》 北大核心 2025年第5期100-111,共12页
压裂缝网模拟是定量评价压裂缝网几何尺寸和缝网导流能力的关键技术,对页岩气井网优化部署及压裂参数优化具有重要意义。针对复杂构造区常压页岩气构造、应力等多因素复杂的地质特点,建立真厚度域水平井井控复杂构造建模方法,基于泥浆... 压裂缝网模拟是定量评价压裂缝网几何尺寸和缝网导流能力的关键技术,对页岩气井网优化部署及压裂参数优化具有重要意义。针对复杂构造区常压页岩气构造、应力等多因素复杂的地质特点,建立真厚度域水平井井控复杂构造建模方法,基于泥浆漏失、溢流等钻井动态与地震属性相关性,形成井震结合天然缝网预测方法,通过局部加密刻画复杂应力下储层变形特征,开展压裂缝网扩展模拟研究。研究结果表明:地应力大小及方位的变化均会影响压裂缝网的延伸形态,天然裂缝发育有助于形成复杂缝网,注液强度对增加水力裂缝的长度、扩大改造体积起关键性作用,加砂强度决定了有效支撑的裂缝长度和导流能力,而适度减少单段簇数可有效提升常压页岩气井的单井控制储量和开发效益。在布井时,减小水平段与最小主应力夹角、优选地应力适中的天然裂缝发育区是常压页岩气井实现高产的前提;在压裂时,提高加砂强度和注液强度、减小射孔簇数则是增加改造体积、形成复杂缝网的有效途径。通过地质工程一体化分析缝网扩展影响因素,提高缝网体积,提升单井产能和常压页岩气藏开发效益。 展开更多
关键词 复杂构造区 常压页岩气 缝网模拟 方案优化 导流能力
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Synchronization of impulsively coupled complex networks
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作者 孙文 陈忠 陈士华 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第5期126-132,共7页
We investigate the synchronization of complex networks,which are impulsively coupled only at discrete instants.Based on the comparison theory of impulsive differential systems,a distributed impulsive control scheme is... We investigate the synchronization of complex networks,which are impulsively coupled only at discrete instants.Based on the comparison theory of impulsive differential systems,a distributed impulsive control scheme is proposed for complex dynamical networks to achieve synchronization.The proposed scheme not only takes into account the influence of all nodes to network synchronization,which depends on the weight of each node in the network,but also provides us with a flexible method to select the synchronized state of the network.In addition,it is unnecessary for the impulsive coupling matrix to be symmetrical.Finally,the proposed control scheme is applied to a chaotic Lorenz network and Chua's circuit network.Numerical simulations are used to illustrate the validity of this control scheme. 展开更多
关键词 complex network impulsive control scheme SYNCHRONIZATION
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Distributed Adaptive Synchronization of Complex Dynamical Network with Unknown Time-varying Weights 被引量:1
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作者 Hui-Na Feng Jun-Min Li 《International Journal of Automation and computing》 EI CSCD 2015年第3期323-329,共7页
A new approach of adaptive distributed control is proposed for a class of networks with unknown time-varying coupling weights. The proposed approach ensures that the complex dynamical networks achieve asymptotical syn... A new approach of adaptive distributed control is proposed for a class of networks with unknown time-varying coupling weights. The proposed approach ensures that the complex dynamical networks achieve asymptotical synchronization and all the closed-loop signals are bounded. Furthermore, the coupling matrix is not assumed to be symmetric or irreducible and asymptotical synchronization can be achieved even when the graph of network is not connected. Finally, a simulation example shows the feasibility and effectiveness of the approach. 展开更多
关键词 Complex dynamical network SYNCHRONIZATION distributed control adaptive scheme unknown time-varying parameters.
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