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When Communication Networks Meet Federated Learning for Intelligence Interconnecting:A Comprehensive Survey and Future Perspective
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作者 Sha Zongxuan Huo Ru +3 位作者 Sun Chuang Wang Shuo Huang Tao F.Richard Yu 《China Communications》 2025年第7期74-94,共21页
With the rapid development of network technologies,a large number of deployed edge devices and information systems generate massive amounts of data which provide good support for the advancement of data-driven intelli... With the rapid development of network technologies,a large number of deployed edge devices and information systems generate massive amounts of data which provide good support for the advancement of data-driven intelligent models.However,these data often contain sensitive information of users.Federated learning(FL),as a privacy preservation machine learning setting,allows users to obtain a well-trained model without sending the privacy-sensitive local data to the central server.Despite the promising prospect of FL,several significant research challenges need to be addressed before widespread deployment,including network resource allocation,model security,model convergence,etc.In this paper,we first provide a brief survey on some of these works that have been done on FL and discuss the motivations of the Communication Networks(CNs)and FL to mutually enable each other.We analyze the support of network technologies for FL,which requires frequent communication and emphasizes security,as well as the studies on the intelligence of many network scenarios and the improvement of network performance and security by the methods based on FL.At last,some challenges and broader perspectives are explored. 展开更多
关键词 communication networks federated learning intelligence interconnecting machine learning privacy preservation
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3D laser structuring of supermetalphobic microstructures inside elastomer for multilayer high-density interconnect soft electronics
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作者 Chengjun Zhang Qing Yang +5 位作者 Haoyu Li Zexiang Luo Yu Lu Jialiang Zhang Cheng Li Feng Chen 《International Journal of Extreme Manufacturing》 2025年第3期337-348,共12页
High-density interconnect(HDI)soft electronics that can integrate multiple individual functions into one miniaturized monolithic system is promising for applications related to smart healthcare,soft robotics,and human... High-density interconnect(HDI)soft electronics that can integrate multiple individual functions into one miniaturized monolithic system is promising for applications related to smart healthcare,soft robotics,and human-machine interactions.However,despite the recent advances,the development of three-dimensional(3D)soft electronics with both high resolution and high integration is still challenging because of the lack of efficient manufacturing methods to guarantee interlayer alignment of the high-density vias and reliable interlayer electrical conductivity.Here,an advanced 3D laser printing pathway,based on femtosecond laser direct writing(FLDW),is demonstrated for preparing liquid metal(LM)-based any layer HDI soft electronics.FLDW technology,with the characteristics of high spatial resolution and high precision,allows the maskless fabrication of high-resolution embedded LM microchannels and high-density vertical interconnect accesses for 3D integrated circuits.High-aspect-ratio blind/through LM microstructures are formed inside the elastomer due to the supermetalphobicity induced during laser ablation.The LM-based HDI circuit featuring high resolution(~1.5μm)and high integration(10-layer electrical interconnection)is achieved for customized soft electronics,including various customized multilayer passive electric components,soft multilayer circuit,and cross-scale multimode sensors.The 3D laser printing method provides a versatile approach for developing chip-level soft electronics. 展开更多
关键词 3D soft electronics liquid metal high-density interconnection femtosecond laser direct writing supermetalphobicity
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DSP-free coherent receivers in frequency-synchronous optical networks for next-generation data center interconnects
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作者 Lei Liu Feng Liu +2 位作者 Cheng Peng Bo Xue William Shieh 《Advanced Photonics Nexus》 2025年第3期141-148,共8页
Propelled by the rise of artificial intelligence,cloud services,and data center applications,next-generation,low-power,local-oscillator-less,digital signal processing(DSP)-free,and short-reach coherent optical communi... Propelled by the rise of artificial intelligence,cloud services,and data center applications,next-generation,low-power,local-oscillator-less,digital signal processing(DSP)-free,and short-reach coherent optical communication has evolved into an increasingly prominent area of research in recent years.Here,we demonstrate DSP-free coherent optical transmission by analog signal processing in frequency synchronous optical network(FSON)architecture,which supports polarization multiplexing and higher-order modulation formats.The FSON architecture that allows the numerous laser sources of optical transceivers within a data center can be quasi-synchronized by means of a tree-distributed homology architecture.In conjunction with our proposed pilot-tone assisted Costas loop for an analog coherent receiver,we achieve a record dual-polarization 224-Gb/s 16-QAM 5-km mismatch transmission with reset-free carrier phase recovery in the optical domain.Our proposed DSP-free analog coherent detection system based on the FSON makes it a promising solution for next-generation,low-power,and high-capacity coherent data center interconnects. 展开更多
关键词 digital signal processing-free data center interconnect frequency synchronous optical network analog signal processing
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Machine learning facilitates the development of interconnecting layers for perovskite/silicon heterojunction tandem solar cells with proof-of-concept efficiency>38%
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作者 Xuejiao Wang Guanlan Chen +12 位作者 Ying Liu Guangyi Wang Wei Han Jin Wang Pengfei Liu Jilei Wang Shaojuan Bao Bo Yu Ying Liu Xinliang Chen Shengzhi Xu Ying Zhao Xiaodan Zhang 《Journal of Semiconductors》 2025年第11期77-86,共10页
As the development of single-junction solar cells reaches a bottleneck,tandem solar cells have emerged as a critical pathway to further enhance power conversion efficiency.Among them,monolithic perovskite/silicon hete... As the development of single-junction solar cells reaches a bottleneck,tandem solar cells have emerged as a critical pathway to further enhance power conversion efficiency.Among them,monolithic perovskite/silicon heterojunction tandem solar cells are currently the fastest-growing technology,achieving the highest efficiencies at relatively low costs.The intercon-necting layer,which connects the two sub-cells,plays a crucial role in tandem cell performance.It collects electrons and holes from the respective sub-cells and facilitates recombination and tunneling at the interface.Therefore,the properties of the inter-connecting layer are pivotal to the overall device performance.In this work,we applied statistical analysis and machine learn-ing algorithms to systematically analyze the interconnecting layer.A comprehensive dataset on interconnecting layer parame-ters was established,and predictive modeling was performed using Lasso linear regression,random forest,and multilayer per-ceptron(a type of neural network).The analysis revealed key feature importance for experimental parameters,providing valu-able insights into the application of interconnecting layers in perovskite/silicon heterojunction tandem solar cells.The final opti-mized interconnecting layer can achieve a proof-of-concept efficiency of 38.17%,providing guidance and direction for the devel-opment of monolithic perovskite/silicon tandem solar cells. 展开更多
关键词 perovskite/silicon heterojunction tandem solar cells interconnecting layer machine learning
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Enhanced interconnection and damping assignment passivity-based control for PM synchronous motors
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作者 Mohamed Azzi Lotfi Baghli +2 位作者 Ehsan Jamshidpour Phatiphat Thounthong Noureddine Takorabet 《Global Energy Interconnection》 2025年第4期657-667,共11页
Permanent Magnet Synchronous Motors(PMSMs)are widely employed in high-performance drive applications due to their superior efficiency and dynamic capabilities.However,their control remains challenging owing to nonline... Permanent Magnet Synchronous Motors(PMSMs)are widely employed in high-performance drive applications due to their superior efficiency and dynamic capabilities.However,their control remains challenging owing to nonlinear dynamics,parameter variations,and unmeasurable external disturbances,particularly load torquefluctuations.This study proposes an enhanced Interconnection and Damp-ing Assignment Passivity-Based Control(IDA-PBC)scheme,formulated within the port-controlled Hamiltonian(PCH)framework,to address these limitations.A nonlinear disturbance observer is embedded to estimate and compensate,in real time,for lumped mis-matched disturbances arising from parameter uncertainties and external loads.Additionally,aflatness-based control strategy is employed to generate the desired current references within the nonlinear drive system,ensuring accurate tracking of time-varying speed commands.This integrated approach preserves the system’s energy-based structure,enabling systematic stability analysis while enhancing robustness.The proposed control architecture also maintains low complexity with a limited number of tunable parameters,facilitating practical implementation.Simulation and experimental results under various operating conditions demonstrate the effectiveness and robustness of the proposed method.Comparative analysis with conventional proportional-integral(PI)control and standard IDA-PBC strategies confirms its capability to handle disturbances and maintain dynamic performance. 展开更多
关键词 Hamiltonian energy control interconnection and damping assignment passivity-based control IDA-PBC Motor drives Permanent-magnet synchronous machine(PMSM) Speed control
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Design and conductivity optimization of La_(0.3)Sr_(0.7)TiO_(3)/L_(a0.8)Sr_(0.2)MnO_(3) bi-layer structures as tubular segmented-in-series solid oxide fuel cell interconnect
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作者 Rui Shi Yan'an Li +5 位作者 Jiutao Gao Ziyang Chen Xin Zhang Shanlin Zhang Zaheer Ud Din Babar Chengxin Li 《Journal of Rare Earths》 2025年第9期1920-1928,共9页
This study focused on meeting the stringent stability requirements of tubular segmented-in-series solid oxide fuel cells(SOFCs) in reducing and oxidizing atmospheres.To address this challenge,a bi-layer perovskite cer... This study focused on meeting the stringent stability requirements of tubular segmented-in-series solid oxide fuel cells(SOFCs) in reducing and oxidizing atmospheres.To address this challenge,a bi-layer perovskite ceramic interconnect was designed by controlling the oxygen partial pressure,because of the strong correlation between the conductivity of strontium-doped lanthanum titanate(LST) and the oxygen partial pressure.The LST powder was prepared using solid-phase and sol-gel methods,and their influence on particle size and sintering behavior was compared.LST/lanthanum strontium manganite(LSM) bi-layer ceramic interconnects with varying thicknesses were fabricated through screen printing and co-sintering.The results demonstrate favorable interfacial bonding and excellent chemical compatibility between the ceramic layers.The conductivity of the bi-layer interconnect exhibits a temperature-dependent behavior,peaking at 550℃.Simulation calculations and research findings validate that the co nductivity of the bi-layer interconnect is determined by the thickness of the LSM layer and the oxygen partial pressure at the interconnect interface.Optimal conductivity is achieved with a bilayer interconnect consisting of approximately 15 μm of LST and 4 μm of LSM.This can be attributed to the efficient regulation of oxygen partial pressure at the interface,effectively mitigating LSM decomposition caused by low oxygen partial pressure and the subsequent reduction in conductivity.These results provide valuable fundamental data and methodology for the development of high-performance interconnects for tubular segmented-in-series SOFCs. 展开更多
关键词 Tubular SOFCs interconnects BI-LAYER La_(0.3)Sr_(0.7)TiO_(3)/L_(a0.8)Sr_(0.2)MnO_(3) Electrical conductivity Rareearths
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Silicon-based optoelectronic heterogeneous integration for optical interconnection 被引量:2
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作者 李乐良 李贵柯 +5 位作者 张钊 刘剑 吴南健 王开友 祁楠 刘力源 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第2期1-9,共9页
The performance of optical interconnection has improved dramatically in recent years.Silicon-based optoelectronic heterogeneous integration is the key enabler to achieve high performance optical interconnection,which ... The performance of optical interconnection has improved dramatically in recent years.Silicon-based optoelectronic heterogeneous integration is the key enabler to achieve high performance optical interconnection,which not only provides the optical gain which is absent from native Si substrates and enables complete photonic functionalities on chip,but also improves the system performance through advanced heterogeneous integrated packaging.This paper reviews recent progress of silicon-based optoelectronic heterogeneous integration in high performance optical interconnection.The research status,development trend and application of ultra-low loss optical waveguides,high-speed detectors,high-speed modulators,lasers and 2D,2.5D,3D and monolithic integration are focused on. 展开更多
关键词 silicon-based heterogeneous integration heterogeneous integrated materials heterogeneous integrated packaging optical interconnection
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Research on Scheduling Strategy of Flexible Interconnection Distribution Network Considering Distributed Photovoltaic and Hydrogen Energy Storage 被引量:1
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作者 Yang Li Jianjun Zhao +2 位作者 Xiaolong Yang He Wang Yuyan Wang 《Energy Engineering》 EI 2024年第5期1263-1289,共27页
Distributed photovoltaic(PV)is one of the important power sources for building a new power system with new energy as the main body.The rapid development of distributed PV has brought new challenges to the operation of... Distributed photovoltaic(PV)is one of the important power sources for building a new power system with new energy as the main body.The rapid development of distributed PV has brought new challenges to the operation of distribution networks.In order to improve the absorption ability of large-scale distributed PV access to the distribution network,the AC/DC hybrid distribution network is constructed based on flexible interconnection technology,and a coordinated scheduling strategy model of hydrogen energy storage(HS)and distributed PV is established.Firstly,the mathematical model of distributed PV and HS system is established,and a comprehensive energy storage system combining seasonal hydrogen energy storage(SHS)and battery(BT)is proposed.Then,a flexible interconnected distribution network scheduling optimization model is established to minimize the total active power loss,voltage deviation and system operating cost.Finally,simulation analysis is carried out on the improved IEEE33 node,the NSGA-II algorithm is used to solve specific examples,and the optimal scheduling results of the comprehensive economy and power quality of the distribution network are obtained.Compared with the method that does not consider HS and flexible interconnection technology,the network loss and voltage deviation of this method are lower,and the total system cost can be reduced by 3.55%,which verifies the effectiveness of the proposed method. 展开更多
关键词 Seasonal hydrogen storage flexible interconnection AC/DC distribution network photovoltaic absorption scheduling strategy
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Secure optical interconnects using orbital angular momentum beams multiplexing/multicasting 被引量:2
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作者 Yifan Zhao Jun Liu +8 位作者 Shuhui Li Andong Wang Long Zhu Yan Luo Shi Chen Nan Zhou Shuang Zheng Jing Du Jian Wang 《Advanced Photonics Nexus》 2024年第1期26-35,共10页
Orbital angular momentum(OAM),described by an azimuthal phase term expej lθT,has unbound orthogonal states with different topological charges l.Therefore,with the explosive growth of global communication capacity,esp... Orbital angular momentum(OAM),described by an azimuthal phase term expej lθT,has unbound orthogonal states with different topological charges l.Therefore,with the explosive growth of global communication capacity,especially for short-distance optical interconnects,light-carrying OAM has proved its great potential to improve transmission capacity and spectral efficiency in the space-division multiplexing system due to its orthogonality,security,and compatibility with other techniques.Meanwhile,100-m freespace optical interconnects become an alternative solution for the“last mile”problem and provide interbuilding communication.We experimentally demonstrate a 260-m secure optical interconnect using OAM multiplexing and 16-ary quadrature amplitude modulation(16-QAM)signals.We study the beam wandering,power fluctuation,channel cross talk,bit-error-rate performance,and link security.Additionally,we also investigate the link performance for 1-to-9 multicasting at the range of 260 m.Considering that the power distribution may be affected by atmospheric turbulence,we introduce an offline feedback process to make it flexibly controllable. 展开更多
关键词 orbital angular momentum free-space optical interconnects security space-division multiplexing MULTICASTING
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Efficient PbS quantum dots tandem solar cells through compatible interconnection layer
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作者 Gomaa Mohamed Gomaa Khalaf Xinzhao Zhao +6 位作者 Mingyu Li Chunxia Li Salman Ali Tianjun Ma Hsien-Yi Hsu Jianbin Zhang Haisheng Song 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2024年第11期47-57,共11页
Lead sulfide quantum dots(PbS QDs) hold unique characteristics, including bandgap tunability, solutionprocessability etc., which make them highly applicable in tandem solar cells(TSCs). In all QD TSCs, its efficiency ... Lead sulfide quantum dots(PbS QDs) hold unique characteristics, including bandgap tunability, solutionprocessability etc., which make them highly applicable in tandem solar cells(TSCs). In all QD TSCs, its efficiency lags much behind to their single junction counterparts due to the deficient interconnection layer(ICL) and defective subcells. To improve TSCs performance, we developed three kinds of ICL structures based on 1.34 and 0.96 e V PbS QDs subcells. The control, 1,2-ethanedithiol capped PbS QDs(PbS-EDT)/Au/tin dioxide(SnO_(2))/zinc oxide(Zn O), utilized SnO_(2) layer to obtain high surface compactness.However, its energy level mismatch causes incomplete recombination. Bypassing it, the second ICL(PbS-EDT/Au/Zn O) removed SnO_(2) and boosted the power conversion efficiency(PCE) from 5.75% to 8.69%. In the third ICL(PbS-EDT/poly[bis(4-phenyl)(2,4,6-trimethylphenyl)amine](PTAA)/Au/Zn O), a thin layer of PTAA can effectively fill fissures on the surface of PbS-EDT and also protect the front cells from solvent penetration. This TSC obtained a PCE of 9.49% with an open circuit voltage of 0.91 V, a short circuit current density of 15.47 m A/cm~2, and a fill factor of 67.7%. To the best of our knowledge, this was the highest PCE achieved by all PbS QD TSCs reported to date. These TSCs maintained stable performance for a long working time under ambient conditions. 展开更多
关键词 Quantum dots Tandem solar cell interconnection layer HYSTERESIS DEFECT
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Decentralized Optimal Control and Stabilization of Interconnected Systems With Asymmetric Information
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作者 Na Wang Xiao Liang +1 位作者 Hongdan Li Xiao Lu 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第3期698-707,共10页
The paper addresses the decentralized optimal control and stabilization problems for interconnected systems subject to asymmetric information.Compared with previous work,a closed-loop optimal solution to the control p... The paper addresses the decentralized optimal control and stabilization problems for interconnected systems subject to asymmetric information.Compared with previous work,a closed-loop optimal solution to the control problem and sufficient and necessary conditions for the stabilization problem of the interconnected systems are given for the first time.The main challenge lies in three aspects:Firstly,the asymmetric information results in coupling between control and estimation and failure of the separation principle.Secondly,two extra unknown variables are generated by asymmetric information(different information filtration)when solving forward-backward stochastic difference equations.Thirdly,the existence of additive noise makes the study of mean-square boundedness an obstacle.The adopted technique is proving and assuming the linear form of controllers and establishing the equivalence between the two systems with and without additive noise.A dual-motor parallel drive system is presented to demonstrate the validity of the proposed algorithm. 展开更多
关键词 Asymmetric information decentralized control forwardbackward stochastic difference equations interconnected system stalibization
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Heuristic-Based Optimal Load Frequency Control with Offsite Backup Controllers in Interconnected Microgrids
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作者 Aijia Ding Tingzhang Liu 《Energy Engineering》 EI 2024年第12期3735-3759,共25页
The primary factor contributing to frequency instability in microgrids is the inherent intermittency of renewable energy sources.This paper introduces novel dual-backup controllers utilizing advanced fractional order ... The primary factor contributing to frequency instability in microgrids is the inherent intermittency of renewable energy sources.This paper introduces novel dual-backup controllers utilizing advanced fractional order proportional integral derivative(FOPID)controllers to enhance frequency and tie-line power stability in microgrids amid increasing renewable energy integration.To improve load frequency control,the proposed controllers are applied to a two-area interconnectedmicrogrid system incorporating diverse energy sources,such as wind turbines,photovoltaic cells,diesel generators,and various storage technologies.A novelmeta-heuristic algorithm is adopted to select the optimal parameters of the proposed controllers.The efficacy of the advanced FOPID controllers is demonstrated through comparative analyses against traditional proportional integral derivative(PID)and FOPID controllers,showcasing superior performance inmanaging systemfluctuations.The optimization algorithm is also evaluated against other artificial intelligent methods for parameter optimization,affirming the proposed solution’s efficiency.The robustness of the intelligent controllers against system uncertainties is further validated under extensive power disturbances,proving their capability to maintain grid stability.The dual-controller configuration ensures redundancy,allowing them to operate as mutual backups,enhancing system reliability.This research underlines the importance of sophisticated control strategies for future-proofing microgrid operations against the backdrop of evolving energy landscapes. 展开更多
关键词 Fractional order PID interconnected microgrids load frequency control meta-heuristic algorithm parameter optimization
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Optimizing Power Flow in Northern Cameroon’s Interconnected Grid: Challenges and Solutions
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作者 Jean Ndoumbe Ivan Basile Kabeina +1 位作者 Michael Koumbou Piembe Martin Ndjock 《Journal of Power and Energy Engineering》 2024年第9期63-83,共21页
This paper presents an analysis of the power flow within the Northern Interconnected Grid of Cameroon. The Newton-Raphson method has been performed, known for its accuracy, under MATLAB software, to model and solve co... This paper presents an analysis of the power flow within the Northern Interconnected Grid of Cameroon. The Newton-Raphson method has been performed, known for its accuracy, under MATLAB software, to model and solve complex power flow equations. This study simulates a series of outage scenarios to evaluate the responsiveness of the grid. The results obtained underline the crucial importance of reactive power management and highlight the urgent need to consolidate the grid infrastructure of North Cameroon. To increase grid resilience and stability, the paper recommends the strategic integration of renewables and the development of interconnections with other power grids. These measures are presented as viable solutions to meet current and future energy distribution challenges, ensuring a reliable and sustainable power supply for Cameroon. 展开更多
关键词 Power Flow Northern interconnected Grid NEWTON-RAPHSON MATLAB Grid Stability
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低空智能网联体系 被引量:8
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作者 张学军 刘法旺 +1 位作者 张祖耀 田野 《北京航空航天大学学报》 北大核心 2025年第6期1793-1815,共23页
近日,低空产业联盟对外发布《低空智能网联体系参考架构(2024版)》报告,该报告作为框架性的文件,旨在用最精确简短的内容体现低空智能网联体系的关键构成,但缺乏对体系背后隐含的科学方法、理论基础、实现途径等内容的详细描述。基于此... 近日,低空产业联盟对外发布《低空智能网联体系参考架构(2024版)》报告,该报告作为框架性的文件,旨在用最精确简短的内容体现低空智能网联体系的关键构成,但缺乏对体系背后隐含的科学方法、理论基础、实现途径等内容的详细描述。基于此,围绕该报告的内容,对低空智能网联体系发展现状、架构设计思路、关键技术等进行了全面的阐述,旨在对报告涉及的内容做进一步的分析和解读,为后续围绕低空智能网联体系的开发和建设工作提供科学的理论参考。 展开更多
关键词 低空智能网联体系运行概念 低空智能网联体系架构设计 低空智能网联应用服务系统 低空智能网联数据与服务支撑网络 低空智能网联机载终端与基础设施 低空智能网联体系关键技术
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贯通运营下市域铁路与地铁列车开行方案协同优化 被引量:3
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作者 彭其渊 刘思源 +3 位作者 江山 冯涛 陈垚 张永祥 《交通运输系统工程与信息》 北大核心 2025年第2期36-47,共12页
区域多制式轨道交通贯通运营下列车开行方案的协同优化对于提升线网的整体运输效率具有重要意义。本文建立贯通运营下市域铁路与地铁列车开行方案编制和客流分配一体化优化模型,以最小化乘客出行费用与企业运营费用之和为目标,考虑通过... 区域多制式轨道交通贯通运营下列车开行方案的协同优化对于提升线网的整体运输效率具有重要意义。本文建立贯通运营下市域铁路与地铁列车开行方案编制和客流分配一体化优化模型,以最小化乘客出行费用与企业运营费用之和为目标,考虑通过能力和列车载客能力、车底资源以及列车服务数量等实际约束,同时设计改进的自适应大规模邻域搜索算法进行求解,确定全线的列车开行交路,以及各交路上的列车开行频率、编组类型和停站方案,并验证算法在不同客流需求水平案例下的有效性。研究结果表明:相较于两阶段法,改进的自适应大规模邻域搜索算法能以平均234 s的计算时间得到满意解,目标函数值平均下降3.6%;与独立运营相比,贯通运营后,企业运营费用平均降低了11.3%,全线乘客和跨线乘客出行费用分别平均降低了3.9%和10.7%,跨线乘客换乘次数平均减少了18.7%,车底使用数量平均减少了14.4%;与站站停模式相比,市域铁路本线和贯通列车采用灵活停站的运营模式后,全线乘客出行费用平均降低了4.2%。本文提出的方法能够为市域铁路与地铁贯通运营开行方案编制提供辅助决策支持。 展开更多
关键词 城市交通 贯通运营 改进自适应大规模邻域搜索 列车开行方案 市域铁路 地铁
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市域铁路与城市轨道交通贯通运行条件下的列车运行图编制策略研究 被引量:1
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作者 何必胜 石宇航 +2 位作者 黄永龙 张光远 王蔚 《铁道运输与经济》 北大核心 2025年第7期86-96,共11页
随着我国城市轨道交通互联互通程度的不断加深,贯通运行已成为提升运输效率的重要方向。针对市域铁路与城市轨道交通在功能定位与系统架构上的差异所带来的运行图编制难题,提出了一种基于介观路网的列车运行图编制策略,通过构建介观路... 随着我国城市轨道交通互联互通程度的不断加深,贯通运行已成为提升运输效率的重要方向。针对市域铁路与城市轨道交通在功能定位与系统架构上的差异所带来的运行图编制难题,提出了一种基于介观路网的列车运行图编制策略,通过构建介观路网模型,精准描述列车的运行过程及其对轨道资源的占用与释放关系,结合列车子路径策略,实现列车越行、折返、停站、过轨等操作,并引入车底运用策略,提高车底资源调度效率。在此基础上,以重庆江跳线与城市轨道交通5号线贯通运行为案例,验证了所提方法在列车运行组织与资源协调中的适用性与可行性。研究表明,该策略可有效协调多制式系统在运行图编制中的冲突,为市域铁路与城市轨道交通的高效衔接提供了重要的理论支撑。 展开更多
关键词 公共交通 轨道交通 互联互通 多网融合 列车调度
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低压配电台区移动柔性互联:可行性分析、应用场景及展望 被引量:3
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作者 张璐 陈雪寒 +1 位作者 唐巍 张博 《电力系统自动化》 北大核心 2025年第5期1-12,共12页
基于智能软开关的低压柔性互联技术可以实现台区间的功率互济与灵活转移,从而提升负荷承载与分布式发电消纳能力。然而,受功率周期性变化影响,当前固定式柔性互联方案仅在部分时段作用效果明显,导致台区柔性互联设备利用率较低。为解决... 基于智能软开关的低压柔性互联技术可以实现台区间的功率互济与灵活转移,从而提升负荷承载与分布式发电消纳能力。然而,受功率周期性变化影响,当前固定式柔性互联方案仅在部分时段作用效果明显,导致台区柔性互联设备利用率较低。为解决上述问题,提出了移动式智能软开关(MSOP)柔性互联理念。首先,根据工程经验,总结现有低压柔性互联技术面临的挑战,从施工条件和MSOP的体积、重量及合解环策略等方面分析了低压台区移动柔性互联的可行性。其次,建立了低压移动柔性互联的成本-效益模型,分析了移动距离、移动次数对移动柔性互联效果的影响,探讨了移动柔性互联的临界条件。在此基础上,总结了移动柔性互联的应用场景。最后,对MSOP在低压配电网柔性互联领域的潜在研究方向进行了展望。 展开更多
关键词 柔性互联 低压配电台区 智能软开关 优化调度 成本效益分析 电力电子
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芯粒互联技术综述
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作者 王浩 王勇 +3 位作者 冯长磊 盖伟新 吴鹏 钱江 《计算机研究与发展》 北大核心 2025年第11期2651-2662,共12页
作为摩尔定律的“破局者”,芯粒(Chiplet)技术被业界寄予了厚望.芯粒技术能够将多个具有特定功能的“小芯粒”通过高速互联技术组合成一个“小芯粒”集成芯片,其技术核心是能够实现芯粒组合扩展的芯粒互联技术.从芯粒互联协议、互联架... 作为摩尔定律的“破局者”,芯粒(Chiplet)技术被业界寄予了厚望.芯粒技术能够将多个具有特定功能的“小芯粒”通过高速互联技术组合成一个“小芯粒”集成芯片,其技术核心是能够实现芯粒组合扩展的芯粒互联技术.从芯粒互联协议、互联架构、容错机制、典型互联芯粒、基于互联芯粒的可测性设计5个方面进行了分析与讨论.首先详细对比分析了国内外芯粒互联协议,给出了各协议的分层及功能.然后介绍了3种典型的芯粒互联架构,分析了各种架构的特点及优势.之后介绍了芯粒容错机制,介绍了互联接口容错编码、容错拓扑和容错路由等容错途径.接着给出了可编程互联芯粒、路径可编程互联芯粒以及专用互联芯粒3种设计方案.最后介绍了基于互联芯粒的可测试性设计与测试方案.以芯粒互联为主题,旨在帮助读者对芯粒互联技术进行系统性了解. 展开更多
关键词 芯粒 互联 互联芯粒 架构 容错机制 可测性设计
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面向典型应急场景的知识图谱构建与应用研究 被引量:1
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作者 何建佳 孙锦 《安全与环境学报》 北大核心 2025年第4期1477-1489,共13页
为促进应急产业快速发展,从产业层面为应急管理提供场景化数据支撑,同时提高信息检索效率,提出面向典型应急场景的知识图谱构建方法。首先,以应急管理领域规范性文件、案例、学术资料为依据,整合场景要素,设计本体模型;其次,应用深度学... 为促进应急产业快速发展,从产业层面为应急管理提供场景化数据支撑,同时提高信息检索效率,提出面向典型应急场景的知识图谱构建方法。首先,以应急管理领域规范性文件、案例、学术资料为依据,整合场景要素,设计本体模型;其次,应用深度学习技术实施知识抽取,并借助Neo4j图数据库实现知识存储;最后,对知识图谱构建结果进行可视化展示,并从信息检索与基于python Web的QA系统等维度验证所构建的应急场景知识图谱在信息组织和应急产业互联领域的应用价值。结果表明,所构建的知识表示模型能够较好地表征各类应急场景多主体协作与资源供应关系。该成果可为推动我国应急管理从“事件-应对”到“场景-应对”的范式转变提供实践参考,同时为促进智慧应急建设提供新的研究视角。 展开更多
关键词 公共安全 应急场景 产业互联 知识图谱
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科技成果转化“分权异构”模式——基于校企协同孵化与风险投资互联的多案例研究 被引量:2
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作者 郭庆磊 李宇 《管理案例研究与评论》 北大核心 2025年第1期43-59,共17页
在完善科技创新体系、加快实施创新驱动发展战略的时代背景下,高校与企业作为国家科技创新体系的重要组成部分,能否在创新生态系统中深度融合,是提高科技成果转化和产业化水平的关键。以四所高校的科技成果转化实践为案例,系统地探索了... 在完善科技创新体系、加快实施创新驱动发展战略的时代背景下,高校与企业作为国家科技创新体系的重要组成部分,能否在创新生态系统中深度融合,是提高科技成果转化和产业化水平的关键。以四所高校的科技成果转化实践为案例,系统地探索了高校科技成果转化模式与过程机制。研究发现:高校科技成果转化“分权异构”模式存在科学边界、边界融合和市场边界三种构型,以应对科技成果转化制度逻辑的复杂性;校企协同孵化和风险投资互联构成了高校科技成果转化的生态环境,校企协同孵化是指高校与企业在同一创新平台直接交互与协同,高校的知识创新向后延伸至孵化阶段,企业的技术创新向前延伸至成果研发阶段;风险投资互联作为知识中介,以多种形式参与科技成果转化,包括内部风投、外部风投和联合风投三种形式。研究结论对高校科技成果转化实践有一定的指导意义。 展开更多
关键词 科技成果转化 “分权异构”模式 校企协同孵化 风险投资互联 科技创新
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