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Recent advancements in continuously scalable conversion-ratio switched-capacitor converter
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作者 Mo Huang Yuanfei Wang +1 位作者 Rui P.Martins Yan Lu 《Journal of Semiconductors》 EI CAS CSCD 2024年第4期8-11,共4页
Switched-capacitor(SC)DC-DC converter[1]is an impor-tant alternative to inductive DC-DC converter,in terms of removing the bulky power inductor.Hence,it is widely used in low-profile,low-power applications,such as the... Switched-capacitor(SC)DC-DC converter[1]is an impor-tant alternative to inductive DC-DC converter,in terms of removing the bulky power inductor.Hence,it is widely used in low-profile,low-power applications,such as the internet of things(IoT)sensor nodes and energy harvesting[2].Mean-while,considering that capacitor has a much higher energy density than inductor,high-power applications. 展开更多
关键词 converter SWITCHED removing
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Modeling the System for Hybrid Renewable Energy Using Highly Efficient Converters and Generator
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作者 Tefera Kitaba 《CES Transactions on Electrical Machines and Systems》 EI CSCD 2024年第3期356-366,共11页
High-efficient isolated DC/DC converters with a high-efficiency synchronous reluctance generator(SRG)are the ultimate solutions in DC microgrid systems.The design and modeling of isolated DC/DC converters with the per... High-efficient isolated DC/DC converters with a high-efficiency synchronous reluctance generator(SRG)are the ultimate solutions in DC microgrid systems.The design and modeling of isolated DC/DC converters with the performance of SRG are carried out.On the generator side,reactive and active powers are used as pulse width modulation(PWM)control variables.Further,the flux estimator is used.Three-phase PWM rectifier is used by applying space vector modulation(SVM)with a constant switching frequency for direct power control.Further,the paper also includes the experimental validation of the results.The paper also proposes that highly efficient power converters and synchronous reluctance generators are required to achieve high performance for hybrid renewable energy systems applications. 展开更多
关键词 DC-DC Duty ratio Isolated DTC SRG converterS
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A real-time calibration method based on time-to-digital converter for accelerator timing system
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作者 Qi-Hao Duan Liang Ge +2 位作者 Yan-Hao Jia Jie-Yu Zhu Wei Zhang 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2024年第9期127-140,共14页
The high-intensity heavy-ion accelerator facility(HIAF)is a scientific research facility complex composed of multiple cas-cade accelerators of different types,which pose a scheduling problem for devices distributed ov... The high-intensity heavy-ion accelerator facility(HIAF)is a scientific research facility complex composed of multiple cas-cade accelerators of different types,which pose a scheduling problem for devices distributed over a certain range of 2 km,involving over a hundred devices.The white rabbit,a technology-enhancing Gigabit Ethernet,has shown the capability of scheduling distributed timing devices but still faces the challenge of obtaining real-time synchronization calibration param-eters with high precision.This study presents a calibration system based on a time-to-digital converter implemented on an ARM-based System-on-Chip(SoC).The system consists of four multi-sample delay lines,a bubble-proof encoder,an edge controller for managing data from different channels,and a highly effective calibration module that benefits from the SoC architecture.The performance was evaluated with an average RMS precision of 5.51 ps by measuring the time intervals from 0 to 24,000 ps with 120,000 data for every test.The design presented in this study refines the calibration precision of the HIAF timing system.This eliminates the errors caused by manual calibration without efficiency loss and provides data support for fault diagnosis.It can also be easily tailored or ported to other devices for specific applications and provides more space for developing timing systems for particle accelerators,such as white rabbits on HIAF. 展开更多
关键词 HIAF White rabbit Calibration system Time-to-digital converter(TDC)
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Robust optical mode converter based on topological waveguide arrays
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作者 徐宇翔 唐文剑 +4 位作者 姜力炜 吴德兴 王恒 许冰聪 陈林 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第6期197-203,共7页
Optical mode converters are essential for enhancing the capacity of optical communication systems. However, fabrication errors restrict the further improvement of conventional mode converters. To address this challeng... Optical mode converters are essential for enhancing the capacity of optical communication systems. However, fabrication errors restrict the further improvement of conventional mode converters. To address this challenge, we have designed an on-chip TE0–TE1mode converter based on topologically protected waveguide arrays. The simulation results demonstrate that the converter exhibits a mode coupling efficiency of 93.5% near 1550 nm and can tolerate a relative fabrication error of 30%. Our design approach can be extended to enhance the robustness for other integrated photonic devices, beneficial for future development of optical network systems. 展开更多
关键词 on-chip integrated photonic devices topological photonics mode converter ROBUSTNESS
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Energy-Efficient Implementation of BCD to Excess-3 Code Converter for Nano-Communication Using QCA Technology
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作者 Nuriddin Safoev Angshuman Khan +1 位作者 Khudoykulov Zarif Turakulovich Rajeev Arya 《China Communications》 SCIE CSCD 2024年第6期103-111,共9页
Code converters are essential in digital nano communication;therefore,a low-complexity optimal QCA layout for a BCD to Excess-3 code converter has been proposed in this paper.A QCA clockphase-based design technique wa... Code converters are essential in digital nano communication;therefore,a low-complexity optimal QCA layout for a BCD to Excess-3 code converter has been proposed in this paper.A QCA clockphase-based design technique was adopted to investigate integration with other complicated circuits.Using a unique XOR gate,the recommended circuit’s cell complexity has been decreased.The findings produced using the QCADesigner-2.0.3,a reliable simulation tool,prove the effectiveness of the current structure over earlier designs by considering the number of cells deployed,the area occupied,and the latency as design metrics.In addition,the popular tool QCAPro was used to estimate the energy dissipation of the proposed design.The proposed technique reduces the occupied space by∼40%,improves cell complexity by∼20%,and reduces energy dissipation by∼1.8 times(atγ=1.5EK)compared to the current scalable designs.This paper also studied the suggested structure’s energy dissipation and compared it to existing works for a better performance evaluation. 展开更多
关键词 BCD code converter Excess-3 nano communication QCA circuits
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Hydrodynamic Performance of An Integrated System of Breakwater and A Multi-Chamber OWC Wave Energy Converter
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作者 NING De-zhi ZHANG Xiang-yu +1 位作者 WANG Rong-quan ZHAO Ming 《China Ocean Engineering》 SCIE EI CSCD 2024年第4期543-556,共14页
A multi-chamber oscillating water column wave energy converter(OWC-WEC)integrated to a breakwater is investigated.The hydrodynamic characteristics of the device are analyzed using an analytical model based on the line... A multi-chamber oscillating water column wave energy converter(OWC-WEC)integrated to a breakwater is investigated.The hydrodynamic characteristics of the device are analyzed using an analytical model based on the linear potential flow theory.A pneumatic model is employed to investigate the relationship between the air mass flux in the chamber and the turbine characteristics.The effects of chamber width,wall draft and wall thickness on the hydrodynamic performance of a dual-chamber OWC-WEC are investigated.The results demonstrate that the device,with a smaller front wall draft and a wider rear chamber exhibits a broader effective frequency bandwidth.The device with a chamber-width-ratio of 1:3 performs better in terms of power absorption.Additionally,results from the analysis of a triplechamber OWC-WEC demonstrate that reducing the front chamber width and increasing the rearward chamber width can improve the total performance of the device.Increasing the number of chambers from 1 to 2 or 3 can widen the effective frequency bandwidth. 展开更多
关键词 oscillating water column power extraction efficiency potential flow theory wave energy converter multi-chamber
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Negative Stiffness Mechanism on An Asymmetric Wave Energy Converter by Using A Weakly Nonlinear Potential Model
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作者 Sunny Kumar POGULURI Dongeun KIM Yoon Hyeok BAE 《China Ocean Engineering》 SCIE EI CSCD 2024年第4期689-700,共12页
Salter's duck,an asymmetrical wave energy converter(WEC)device,showed high efficiency in extracting energy from 2D regular waves in the past;yet,challenges remain for fluctuating wave conditions.These can potentia... Salter's duck,an asymmetrical wave energy converter(WEC)device,showed high efficiency in extracting energy from 2D regular waves in the past;yet,challenges remain for fluctuating wave conditions.These can potentially be addressed by adopting a negative stiffness mechanism(NSM)in WEC devices to enhance system efficiency,even in highly nonlinear and steep 3D waves.A weakly nonlinear model was developed which incorporated a nonlinear restoring moment and NSM into the linear formulations and was applied to an asymmetric WEC using a time domain potential flow model.The model was initially validated by comparing it with published experimental and numerical computational fluid dynamics results.The current results were in good agreement with the published results.It was found that the energy extraction increased in the range of 6%to 17%during the evaluation of the effectiveness of the NSM in regular waves.Under irregular wave conditions,specifically at the design wave conditions for the selected test site,the energy extraction increased by 2.4%,with annual energy production increments of approximately 0.8MWh.The findings highlight the potential of NSM in enhancing the performance of asymmetric WEC devices,indicating more efficient energy extraction under various wave conditions. 展开更多
关键词 asymmetric wave energy converter negative stiffness mechanism weakly nonlinear potential flow POWER
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Extreme Responses of An Integrated System with A Semi-Submersible Wind Turbine and Four Torus-Shaped Wave Energy Converters in Different Survival Modes
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作者 WANG Kai LI Yu-meng +3 位作者 ONG Muk Chen WAN Ling LI Liang-bi CHENG Zhengshun 《China Ocean Engineering》 SCIE EI CSCD 2024年第5期877-892,共16页
Offshore wind power is a kind of important clean renewable energy and has attracted increasing attention due to the rapid consumption of non-renewable energy.To reduce the high cost of energy,a possible try is to util... Offshore wind power is a kind of important clean renewable energy and has attracted increasing attention due to the rapid consumption of non-renewable energy.To reduce the high cost of energy,a possible try is to utilize the combination of wind and wave energy considering their natural correlation.A combined concept consisting of a semi-submersible wind turbine and four torus-shaped wave energy converters was proposed and numerically studied under normal operating conditions.However,the dynamic behavior of the integrated system under extreme sea conditions has not been studied yet.In the present work,extreme responses of the integrated system under two different survival modes are evaluated.Fully coupled time-domain simulations with consideration of interactions between the semi-submersible wind turbine and the torus-shaped wave energy converters are performed to investigate dynamic responses of the integrated system,including mooring tensions,tower bending moments,end stop forces,and contact forces at the Column-Torus interface.It is found that the addition of four tori will reduce the mean motions of the yaw,pitch and surge.When the tori are locked at the still water line,the whole integrated system is more suitable for the survival modes. 展开更多
关键词 combined wind and wave energy concept wave energy converter survival mode extreme response
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ANovel Non-Isolated Cubic DC-DC Converter with High Voltage Gain for Renewable Energy Power Generation System
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作者 Qin Yao Yida Zeng Qingui Jia 《Energy Engineering》 EI 2024年第1期221-241,共21页
In recent years,switched inductor(SL)technology,switched capacitor(SC)technology,and switched inductor-capacitor(SL-SC)technology have been widely applied to optimize and improve DC-DC boost converters,which can effec... In recent years,switched inductor(SL)technology,switched capacitor(SC)technology,and switched inductor-capacitor(SL-SC)technology have been widely applied to optimize and improve DC-DC boost converters,which can effectively enhance voltage gain and reduce device stress.To address the issue of low output voltage in current renewable energy power generation systems,this study proposes a novel non-isolated cubic high-gain DC-DC converter based on the traditional quadratic DC-DC boost converter by incorporating a SC and a SL-SC unit.Firstly,the proposed converter’s details are elaborated,including its topology structure,operating mode,voltage gain,device stress,and power loss.Subsequently,a comparative analysis is conducted on the voltage gain and device stress between the proposed converter and other high-gain converters.Then,a closed-loop simulation system is constructed to obtain simulation waveforms of various devices and explore the dynamic performance.Finally,an experimental prototype is built,experimental waveforms are obtained,and the experimental dynamic performance and conversion efficiency are analyzed.The theoretical analysis’s correctness is verified through simulation and experimental results.The proposed converter has advantages such as high voltage gain,low device stress,high conversion efficiency,simple control,and wide input voltage range,achieving a good balance between voltage gain,device stress,and power loss.The proposed converter is well-suited for renewable energy systems and holds theoretical significance and practical value in renewable energy applications.It provides an effective solution to the issue of low output voltage in renewable energy power generation systems. 展开更多
关键词 Cubic DC-DC converter high voltage gain low device stress high efficiency renewable energy
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Study and Production of a Two-Stage DC/DC DC/AC Converter for Generating an Alternating Voltage from a Direct Voltage Supplied by a Photovoltaic Array
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作者 Modou Badiane Waly Fall +1 位作者 Mamadou Kouyate Fabe Idrissa Barro 《Circuits and Systems》 2024年第4期45-55,共11页
This article presents an ongoing study of the design of a DC-AC inverter using a single renewable energy source. The proposed approach makes it possible to produce an output with an H-bridge or full bridge and a singl... This article presents an ongoing study of the design of a DC-AC inverter using a single renewable energy source. The proposed approach makes it possible to produce an output with an H-bridge or full bridge and a single energy source. To this end, the performance of the inverter was studied first by means of a simulation and then with the implementation of an experimental device. 展开更多
关键词 INVERTER DC-AC converter Performance
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Performance Study of a Quadratic Boost Converter
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作者 Modou Badiane Prince Abdoul Aziz Honadia +1 位作者 Oumar Diallo Sadio Fabé Idrissa Barro 《Circuits and Systems》 2024年第2期13-27,共15页
Energy is the driving force behind all economic and industrial development. Africa is the least advanced continent in terms of energy consumption and production. Paradoxically, it is the sunniest continent, which is w... Energy is the driving force behind all economic and industrial development. Africa is the least advanced continent in terms of energy consumption and production. Paradoxically, it is the sunniest continent, which is why our objective is to exploit this energy potential in order to produce and use sufficient energy. To achieve this, we are carrying out a series of studies aimed at developing a device capable of converting solar photovoltaic energy into electrical energy. This device is a two-stage converter, the first of which is a quadratic boost and the second a full bridge. Initially, this paper is devoted to studying the performance of the quadratic boost. 展开更多
关键词 Solar Energy PHOTOVOLTAIC EFFICIENCY Quadratic Boost converter
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Analysis of Modeling the Influence of Electromagnetic Fields Radiated by Industrial Static Converters and Impacts on Operators Using Maxwell’s Equations
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作者 Anthony Bassesuka Sandoka Nzao Tuka Biaba Samuel Garcia +2 位作者 Obed Bitala Arsène Kasereka Kibwana Emmanuel Ndaye Kibuayi 《Open Journal of Applied Sciences》 2024年第8期2320-2350,共31页
The study of Electromagnetic Compatibility is essential to ensure the harmonious operation of electronic equipment in a shared environment. The basic principles of Electromagnetic Compatibility focus on the ability of... The study of Electromagnetic Compatibility is essential to ensure the harmonious operation of electronic equipment in a shared environment. The basic principles of Electromagnetic Compatibility focus on the ability of devices to withstand electromagnetic disturbances and not produce disturbances that could affect other systems. Imperceptible in most work situations, electromagnetic fields can, beyond certain thresholds, have effects on human health. The objective of the present article is focused on the modeling analysis of the influence of geometric parameters of industrial static converters radiated electromagnetic fields using Maxwell’s equations. To do this we used the analytical formalism for calculating the electromagnetic field emitted by a filiform conductor, to model the electromagnetic radiation of this device in the spatio-temporal domain. The interactions of electromagnetic waves with human bodies are complex and depend on several factors linked to the characteristics of the incident wave. To model these interactions, we implemented the physical laws of electromagnetic wave propagation based on Maxwell’s and bio-heat equations to obtain consistent results. These obtained models allowed us to evaluate the spatial profile of induced current and temperature of biological tissue during exposure to electromagnetic waves generated by this system. The simulation 2D results obtained from computer tools show that the temperature variation and current induced by the electromagnetic field can have a very significant influence on the life of biological tissue. The paper provides a comprehensive analysis using advanced mathematical models to evaluate the influence of electromagnetic fields. The findings have direct implications for workplace safety, potentially influencing standards and regulations concerning electromagnetic exposure in industrial settings. 展开更多
关键词 MODELING Electromagnetic Field Power converters Geometric Parameters Biological Tissue Maxwell Equation Bio-Heat Equation Thermal Model
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Robust Nonlinear Current Sensorless Control of the Boost Converter with Constant Power Load
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作者 Said Oucheriah Abul Azad 《Circuits and Systems》 2024年第3期29-43,共15页
The boost converter feeding a constant power load (CPL) is a non-minimum phase system that is prone to the destabilizing effects of the negative incremental resistance of the CPL and presents a major challenge in the ... The boost converter feeding a constant power load (CPL) is a non-minimum phase system that is prone to the destabilizing effects of the negative incremental resistance of the CPL and presents a major challenge in the design of stabilizing controllers. A PWM-based current-sensorless robust sliding mode controller is developed that requires only the measurement of the output voltage. An extended state observer is developed to estimate a lumped uncertainty signal that comprises the uncertain load power and the input voltage, the converter parasitics, the component uncertainties and the estimation of the derivative of the output voltage needed in the implementation of the controller. A linear sliding surface is used to derive the controller, which is simple in its design and yet exhibits excellent features in terms of robustness to external disturbances, parameter uncertainties, and parasitics despite the absence of the inductor’s current feedback. The robustness of the controller is validated by computer simulations. 展开更多
关键词 Boost converter Robust Sliding Mode Control Constant Power Load (CPL) Current-Sensorless Control Extended State Observer
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An Adaptive Control Strategy for Energy Storage Interface Converter Based on Analogous Virtual Synchronous Generator
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作者 Feng Zhao Jinshuo Zhang +1 位作者 Xiaoqiang Chen Ying Wang 《Energy Engineering》 EI 2024年第2期339-358,共20页
In the DC microgrid,the lack of inertia and damping in power electronic converters results in poor stability of DC bus voltage and low inertia of the DC microgrid during fluctuations in load and photovoltaic power.To ... In the DC microgrid,the lack of inertia and damping in power electronic converters results in poor stability of DC bus voltage and low inertia of the DC microgrid during fluctuations in load and photovoltaic power.To address this issue,the application of a virtual synchronous generator(VSG)in grid-connected inverters control is referenced and proposes a control strategy called the analogous virtual synchronous generator(AVSG)control strategy for the interface DC/DC converter of the battery in the microgrid.Besides,a flexible parameter adaptive control method is introduced to further enhance the inertial behavior of the AVSG control.Firstly,a theoretical analysis is conducted on the various components of the DC microgrid,the structure of analogous virtual synchronous generator,and the control structure’s main parameters related to the DC microgrid’s inertial behavior.Secondly,the voltage change rate tracking coefficient is introduced to adjust the change of the virtual capacitance and damping coefficient flexibility,which further strengthens the inertia trend of the DC microgrid.Additionally,a small-signal modeling approach is used to analyze the approximate range of the AVSG’s main parameters ensuring system stability.Finally,conduct a simulation analysis by building the model of the DC microgrid system with photovoltaic(PV)and battery energy storage(BES)in MATLAB/Simulink.Simulation results from different scenarios have verified that the AVSG control introduces fixed inertia and damping into the droop control of the battery,resulting in a certain level of inertia enhancement.Furthermore,the additional adaptive control strategy built upon the AVSG control provides better and flexible inertial support for the DC microgrid,further enhances the stability of the DC bus voltage,and has a more positive impact on the battery performance. 展开更多
关键词 Adaptive control analogous virtual synchronous generator DC/DC converter inertia of DC microgrid DC microgrid with PV and BES BATTERY DC bus voltage
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Application of Power Electronics Converters in Renewable Energy
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作者 Tao Cheng 《Journal of Electronic Research and Application》 2024年第4期101-107,共7页
Against the backdrop of global energy shortages and increasingly severe environmental pollution,renewable energy is gradually becoming a significant direction for future energy development.Power electronics converters... Against the backdrop of global energy shortages and increasingly severe environmental pollution,renewable energy is gradually becoming a significant direction for future energy development.Power electronics converters,as the core technology for energy conversion and control,play a crucial role in enhancing the efficiency and stability of renewable energy systems.This paper explores the basic principles and functions of power electronics converters and their specific applications in photovoltaic power generation,wind power generation,and energy storage systems.Additionally,it analyzes the current innovations in high-efficiency energy conversion,multilevel conversion technology,and the application of new materials and devices.By studying these technologies,the aim is to promote the widespread application of power electronics converters in renewable energy systems and provide theoretical and technical support for achieving sustainable energy development. 展开更多
关键词 Power electronics converters Renewable energy Photovoltaic power generation Wind power generation Energy storage systems High-efficiency energy conversion Multilevel conversion New materials New devices
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网络协议软件漏洞挖掘技术综述 被引量:4
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作者 喻波 苏金树 +7 位作者 杨强 黄见欣 盛周石 刘润昊 卢建君 梁晨 陈晨 赵磊 《软件学报》 EI CSCD 北大核心 2024年第2期872-898,共27页
网络协议软件部署和应用非常广泛,在网络空间提供了诸如通信、传输、控制、管理等多样化的功能.近年来,其安全性逐渐受到学术界和工业界的重视,及时发现和修补网络协议软件漏洞,成为一项重要的课题.网络协议软件由于部署形态多样、协议... 网络协议软件部署和应用非常广泛,在网络空间提供了诸如通信、传输、控制、管理等多样化的功能.近年来,其安全性逐渐受到学术界和工业界的重视,及时发现和修补网络协议软件漏洞,成为一项重要的课题.网络协议软件由于部署形态多样、协议交互过程复杂、相同协议规范的多个协议实现存在功能差异等特点,使得其漏洞挖掘技术面临诸多挑战.首先对网络协议软件漏洞挖掘技术进行分类,对已有关键技术的内涵进行界定.其次,进一步综述网络协议软件漏洞挖掘4个方面的技术进展,包括网络协议描述方法、挖掘对象适配技术、模糊测试技术和基于程序分析的漏洞挖掘方法,通过对比分析归纳不同方法的技术优势及评价维度.最后,总结网络协议软件漏洞挖掘的技术现状和挑战,并提炼5个潜在研究方向. 展开更多
关键词 网络协议软件 漏洞挖掘 模糊测试 程序分析 符号执行
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基于建构主义理论的软件工程实训课程思政探究 被引量:3
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作者 王乐球 陈建国 +2 位作者 毛明志 郑子彬 王焱林 《计算机教育》 2024年第4期101-104,共4页
针对现有中山大学软件工程实训课程学情和课程内容问题,基于建构主义学习理论,融入课程思政进行了系统课程设计,提出“一个点、两条线、三个面、九个元素”的软件工程实训课程思政体系,分享课程总体安排和8个思政案例,开展课程思政教学... 针对现有中山大学软件工程实训课程学情和课程内容问题,基于建构主义学习理论,融入课程思政进行了系统课程设计,提出“一个点、两条线、三个面、九个元素”的软件工程实训课程思政体系,分享课程总体安排和8个思政案例,开展课程思政教学的具体实践,实践表明软件工程实训课程教学改革显著提高了课程思政学习效果。 展开更多
关键词 建构主义 软件工程实训 课程思政 课程建设
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“力学+软件工程”交叉人才能力体系的构建研究 被引量:1
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作者 蒋文涛 李艳 +3 位作者 王宠 刘永杰 李亚兰 王清远 《四川师范大学学报(自然科学版)》 CAS 2024年第1期136-142,共7页
以新工科建设理念为指导,创新性地提出力学与软件工程跨专业交叉人才培养新模式,培养未来力学CAE软件产业发展需求的专门人才.针对这一跨专业交叉融合培养新模式,采用扎根理论,通过两次调研,构建了“力学+软件工程”交叉人才的能力体系... 以新工科建设理念为指导,创新性地提出力学与软件工程跨专业交叉人才培养新模式,培养未来力学CAE软件产业发展需求的专门人才.针对这一跨专业交叉融合培养新模式,采用扎根理论,通过两次调研,构建了“力学+软件工程”交叉人才的能力体系,包括4个一级指标和8个二级指标.重构的能力体系符合力学CAE软件领域本科生培养和用人需求.以能力体系为导向,可完善培养过程和课程体系的重构,为培养满足国家需要和业界需求的交叉专业人才提供有力支撑,也可为相关高等院校的新工科人才培养提供参考. 展开更多
关键词 交叉人才 力学CAE软件 扎根理论 能力体系 新工科建设
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分布式软件定义网络中多域流量工程的路由优化方法 被引量:1
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作者 王坤 吕光宏 +2 位作者 胥林 杨晗 邓慧 《重庆大学学报》 CAS CSCD 北大核心 2024年第7期110-124,共15页
针对分布式软件定义网络(software-defined networking,SDN)中流量管理调度不均衡的流量工程问题,提出一种基于负载均衡的多控制域流量路由优化的解决方案。首先分析控制消息流量的组成、域内通信及域间通信规则;然后基于4种控制消息定... 针对分布式软件定义网络(software-defined networking,SDN)中流量管理调度不均衡的流量工程问题,提出一种基于负载均衡的多控制域流量路由优化的解决方案。首先分析控制消息流量的组成、域内通信及域间通信规则;然后基于4种控制消息定义控制链路流量的构成,明确链路承载流量分为控制消息流量和业务流量,建立平衡控制器负载和最小化最大链路利用率的优化模型;最后基于域内通信和域间通信提出两层路由算法。为提高模型求解精度,进一步提出改进离散萤火虫算法求解最优路由。结合ABILENE网络和GEANT网络,分析控制消息流量、控制器负载和链路负载等评价指标。实验结果表明,优化模型能有效实现控制器和链路负载均衡,控制消息流量是流量工程重要组成部分。相比集中控制模式,扁平分布式控制模式的平均控制器负载降低47.3%,最大链路利用率相差不超过15%。 展开更多
关键词 软件定义网络 流量工程 多控制域 离散萤火虫算法
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基于样本嵌入的挖矿恶意软件检测方法 被引量:1
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作者 傅建明 姜宇谦 +3 位作者 何佳 郑锐 苏日古嘎 彭国军 《计算机科学》 CSCD 北大核心 2024年第1期327-334,共8页
加密货币挖矿恶意软件的高盈利性和匿名性,对计算机用户造成了巨大威胁和损失。为了对抗挖矿恶意软件带来的威胁,基于软件静态特征的机器学习检测器通常选取单一类型的静态特征,或者通过集成学习来融合不同种类静态特征的检测结果,忽略... 加密货币挖矿恶意软件的高盈利性和匿名性,对计算机用户造成了巨大威胁和损失。为了对抗挖矿恶意软件带来的威胁,基于软件静态特征的机器学习检测器通常选取单一类型的静态特征,或者通过集成学习来融合不同种类静态特征的检测结果,忽略了不同种类静态特征之间的内在联系,其检测率有待提升。文章从挖矿恶意软件的内在层级联系出发,自下而上提取样本的基本块、控制流程图和函数调用图作为静态特征,训练三层模型以将这些特征分别嵌入向量化,并逐渐汇集从底层到高层的特征,最终输入分类器实现对挖矿恶意软件的检测。为了模拟真实环境中的检测情形,先在一个小的实验数据集上训练模型,再在另一个更大的数据集上测试模型的性能。实验结果表明,三层嵌入模型在挖矿恶意软件检测上的性能领先于近年提出的机器学习模型,在召回率和准确率上相比其他模型分别提高了7%和3%以上。 展开更多
关键词 挖矿恶意软件 静态分析 机器学习 图嵌入
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