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Study on the off situ reconstruction of the core neutron field based on dual-task hybrid network architecture
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作者 Pei Cao Hui Ding +2 位作者 Cheng-Long Cao Zi-Hui Yang Guo-Min Sun 《Nuclear Science and Techniques》 2025年第1期175-191,共17页
The off situ accurate reconstruction of the core neutron field is an important step in realizing real-time reactor monitoring.The existing off situ reconstruction method of the neutron field is only applicable to case... The off situ accurate reconstruction of the core neutron field is an important step in realizing real-time reactor monitoring.The existing off situ reconstruction method of the neutron field is only applicable to cases wherein a single region changes at a specified location of the core.However,when the neutron field changes are complex,the accurate identification of the individual changed regions becomes challenging,which seriously affects the accuracy and stability of the neutron field recon-struction.Therefore,this study proposed a dual-task hybrid network architecture(DTHNet)for off situ reconstruction of the core neutron field,which trained the outermost assembly reconstruction task and the core reconstruction task jointly such that the former could assist the latter in the reconstruction of the core neutron field under core complex changes.Furthermore,to exploit the characteristics of the ex-core detection signals,this study designed a global-local feature upsampling module that efficiently distributed the ex-core detection signals to each reconstruction unit to improve the accuracy and stability of reconstruction.Reconstruction experiments were performed on the simulation datasets of the CLEAR-I reactor to verify the accuracy and stability of the proposed method.The results showed that when the location uncertainty of a single region did not exceed nine and the number of multiple changed regions did not exceed five.Further,the reconstructed ARD was within 2%,RD_(max)was maintained within 17.5%,and the number of RD≥10%was maintained within 10.Furthermore,when the noise interference of the ex-core detection signals was within±2%,although the average number of RD≥10%increased to 16,the average ARD was still within in 2%,and the average RD_(max)was within 22%.Collectively,these results show that,theoretically,the DTHNet can accurately and stably reconstruct most of the neutron field under certain complex core changes. 展开更多
关键词 real-time reactor monitoring Core neutron field reconstruction Dual-task hybrid network architecture Global-local feature upsampling module
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Improvement Design for Distributed Real-Time Stream Processing Systems 被引量:4
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作者 Wei Jiang Liu-Gen Xu +1 位作者 Hai-Bo Hu Yue Ma 《Journal of Electronic Science and Technology》 CAS CSCD 2019年第1期3-12,共10页
In the era of Big Data, typical architecture of distributed real-time stream processing systems is the combination of Flume, Kafka, and Storm. As a kind of distributed message system, Kafka has the characteristics of ... In the era of Big Data, typical architecture of distributed real-time stream processing systems is the combination of Flume, Kafka, and Storm. As a kind of distributed message system, Kafka has the characteristics of horizontal scalability and high throughput, which is manly deployed in many areas in order to address the problem of speed mismatch between message producers and consumers. When using Kafka, we need to quickly receive data sent by producers. In addition, we need to send data to consumers quickly. Therefore, the performance of Kafka is of critical importance to the performance of the whole stream processing system. In this paper, we propose the improved design of real-time stream processing systems, and focus on improving the Kafka's data loading process.We use Kafka cat to transfer data from the source to Kafka topic directly, which can reduce the network transmission. We also utilize the memory file system to accelerate the process of data loading, which can address the bottleneck and performance problems caused by disk I/O. Extensive experiments are conducted to evaluate the performance, which show the superiority of our improved design. 展开更多
关键词 Kafka Kafka CAT memory FILE SYSTEM MESSAGE QUEUE real-time STREAM processing SYSTEM
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High Resolution Radar Real-Time Signal and Information Processing 被引量:7
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作者 Teng Long Tao Zeng +8 位作者 Cheng Hu Xichao Dong Liang Chen Quanhua Liu Yizhuang Xie Zegang Ding Yang Li Yanhua Wang Yan Wang 《China Communications》 SCIE CSCD 2019年第2期105-133,共29页
Radar is an electronic device that uses radio waves to determine the range, angle, or velocity of objects. Real-time signal and information processor is an important module for real-time positioning, imaging, detectio... Radar is an electronic device that uses radio waves to determine the range, angle, or velocity of objects. Real-time signal and information processor is an important module for real-time positioning, imaging, detection and recognition of targets. With the development of ultra-wideband technology, synthetic aperture technology, signal and information processing technology, the radar coverage, detection accuracy and resolution have been greatly improved, especially in terms of one-dimensional(1D) high-resolution radar detection, tracking, recognition, and two-dimensional(2D) synthetic aperture radar imaging technology. Meanwhile, for the application of radar detection and remote sensing with high resolution and wide swath, the amount of data has been greatly increased. Therefore, the radar is required to have low-latency and real-time processing capability under the constraints of size, weight and power consumption. This paper systematically introduces the new technology of high resolution radar and real-time signal and information processing. The key problems and solutions are discussed, including the detection and tracking of 1D high-resolution radar, the accurate signal modeling and wide-swath imaging for geosynchronous orbit synthetic aperture radar, and real-time signal and information processing architecture and efficient algorithms. Finally, the latest research progress and representative results are presented, and the development trends are prospected. 展开更多
关键词 1D high resolutionradar geosynchronous synthetic aperture radar real-time signal and information processing
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Compute Unified Device Architecture Implementation of Euler/Navier-Stokes Solver on Graphics Processing Unit Desktop Platform for 2-D Compressible Flows
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作者 Zhang Jiale Chen Hongquan 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2016年第5期536-545,共10页
Personal desktop platform with teraflops peak performance of thousands of cores is realized at the price of conventional workstations using the programmable graphics processing units(GPUs).A GPU-based parallel Euler/N... Personal desktop platform with teraflops peak performance of thousands of cores is realized at the price of conventional workstations using the programmable graphics processing units(GPUs).A GPU-based parallel Euler/Navier-Stokes solver is developed for 2-D compressible flows by using NVIDIA′s Compute Unified Device Architecture(CUDA)programming model in CUDA Fortran programming language.The techniques of implementation of CUDA kernels,double-layered thread hierarchy and variety memory hierarchy are presented to form the GPU-based algorithm of Euler/Navier-Stokes equations.The resulting parallel solver is validated by a set of typical test flow cases.The numerical results show that dozens of times speedup relative to a serial CPU implementation can be achieved using a single GPU desktop platform,which demonstrates that a GPU desktop can serve as a costeffective parallel computing platform to accelerate computational fluid dynamics(CFD)simulations substantially. 展开更多
关键词 graphics processing unit(GPU) GPU parallel computing compute unified device architecture(CUDA)Fortran finite volume method(FVM) acceleration
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Low-Power Operational Amplifier for Real-Time Signal Processing System of Micro Air Vehicle
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作者 王竹萍 仲顺安 聂丹丹 《Journal of Beijing Institute of Technology》 EI CAS 2010年第3期353-356,共4页
A low-power complementary metal oxide semiconductor(CMOS) operational amplifier (op-amp) for real-time signal processing of micro air vehicle (MAV) is designed in this paper.Traditional folded cascode architectu... A low-power complementary metal oxide semiconductor(CMOS) operational amplifier (op-amp) for real-time signal processing of micro air vehicle (MAV) is designed in this paper.Traditional folded cascode architecture with positive channel metal oxide semiconductor(PMOS) differential input transistors and sub-threshold technology are applied under the low supply voltage.Simulation results show that this amplifier has significantly low power,while maintaining almost the same gain,bandwidth and other key performances.The power required is only 0.12 mW,which is applicable to low-power and low-voltage real-time signal acquisition and processing system. 展开更多
关键词 microelectromechanical system(MEMS) operational amplifier(op-amp) LOW-POWER real-time signal processing system micro air vehicle(MAV)
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Real-Time Discrete Adaptive Control of Robot Arm Based on Digital Signal Processing
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作者 龙绪明 《Journal of Southwest Jiaotong University(English Edition)》 2008年第1期24-29,共6页
A discrete model reference adaptive controller of robot arm is obtained by integrating the reduced dynamic model of robot, model reference adaptive control (MRAC) and digital signal processing (DSP) computer syste... A discrete model reference adaptive controller of robot arm is obtained by integrating the reduced dynamic model of robot, model reference adaptive control (MRAC) and digital signal processing (DSP) computer system into an electromechanical system. With the DSP computer system, the control signal of each joint of the robot arm can be processed in real time and independently. The simulation and experiment results show that with the control strategy, the robot achieved a good trajectory following precision, a good decoupling performance and a high real-time adaptivity. 展开更多
关键词 ROBOT Model reference adaptive control (MRAC) Digital signal processing (DSP) real-time control
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Sedimentary characteristics and internal architecture of a river-dominated delta controlled by autogenic process:implications from a flume tank experiment 被引量:3
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作者 Wen-Jie Feng Chang-Min Zhang +5 位作者 Tai-Ju Yin Yan-Shu Yin Jun-Ling Liu Rui Zhu Qing-Hai Xu Zhe Chen 《Petroleum Science》 SCIE CAS CSCD 2019年第6期1237-1254,共18页
Autogenic processes are widely found in various sedimentary systems and they play an important role in the depositional evolution and corresponding sedimentary architecture.However,autogenic processes are often affect... Autogenic processes are widely found in various sedimentary systems and they play an important role in the depositional evolution and corresponding sedimentary architecture.However,autogenic processes are often affected by changing allogenic factors and are difficult to be identified and analyzed from modern and ancient records.Through the flume tank experiment under constant boundary conditions,the depositional process,evolution principles,and the sedimentary architecture of a river-dominated delta was presented,and a corresponding sedimentary architecture model was constructed.The evolution of river-dominated delta controlled only by autogenic process is obviously periodic,and each autogenic cycle can be divided into an initial progradational stage,a middle retrogratational stage,and a late aggradational–progradational stage.In the initial progradational stage,one feeder channel incised into the delta plain,mouth bar(s)was formed in front of the channel mouth,and small-scale crevasse splays were formed on the delta plain.In the middle retrogradational stage,the feeder channel was blocked by the mouth bar(s)which grew out of water at the end of the initial stage,and a set of large-scale distributary splay complexes were formed on the delta plain.These distributary splay complexes were retrogradationally overlapped due to the continuous migration of the bifurcation point of the feeder channel.In the late aggradational–progradational stage,the feeder channel branched into several radial distributary channels,overlapped distributary channels were formed on the delta plain,and terminal lobe complexes were formed at the end of distributary channels.The three sedimentary layers formed in the three stages constituted an autogenic succession.The experimental delta consisted of six autogenic depositional successions.Dynamic allocation of accommodation space and the following adaptive sediments filling were the two main driving factors of the autogenic evolution of deltas. 展开更多
关键词 River-dominated delta Autogenic process Depositional process Sedimentary architecture Flume tank experiment
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Label-Free and Real-Time Monitor of Binding and Dissociation Processes between Protein A and Swine IgG by Oblique-Incidence Reflectivity Difference Method
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作者 何立平 刘爽 +6 位作者 戴俊 吴琳 刘国振 韦汉福 吕惠宾 金奎娟 杨国桢 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第2期35-38,共4页
Life science has a need for detection methods that are label-free and real-time. In this paper, we have selected staphylococcal protein A (SPA) and swine immunoglobulin G (IgG), and monitor the bindings between SP... Life science has a need for detection methods that are label-free and real-time. In this paper, we have selected staphylococcal protein A (SPA) and swine immunoglobulin G (IgG), and monitor the bindings between SPA and swine IgG with different concentrations, as well as the dissociations of SPA-swine IgG complex in different pH values of phosphate buffer by oblique-incidence reflectivity difference (OIRD) in a label-free and real-time fashion. We obtain the ON and OFF reaction dynamic curves corresponding to the bindings and dissociations of SPA and swine IgG. Through our analysis of the experimental results, we have been able to obtain the damping coefficients and the dissociation time of SPA and swine IgG for different pH values of the phosphate buffer. The results prove that the OIRD technique is a competing method for monitoring the dynamic processes of biomolecule interaction and achieving the quantitative information of reaction kinetics. 展开更多
关键词 SPA pH Label-Free and real-time Monitor of Binding and Dissociation processes between Protein A and Swine IgG by Oblique-Incidence Reflectivity Difference Method IGG
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Application of TMS320C80 in Image Processing
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作者 邓峰 戴擎宇 +2 位作者 杨占昕 何佩琨 毛二可 《Journal of Beijing Institute of Technology》 EI CAS 2000年第2期189-194,共6页
To study the application of TMS320C80 in image processing, an image processing system was designed based on this device, and the task of real time image processing was well accomplished on the hardware platform. TMS3... To study the application of TMS320C80 in image processing, an image processing system was designed based on this device, and the task of real time image processing was well accomplished on the hardware platform. TMS320C80 architecture's high degree of on chip integration and software flexibility will make it widely used in image processing that requires high processing speeds. 展开更多
关键词 TMS320C80 real-time image processing parallel processing
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Research of Crossbar Switch of High Performance Network of Signal Processing System 被引量:1
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作者 何宾 韩月秋 《Journal of Beijing Institute of Technology》 EI CAS 2006年第1期85-90,共6页
The new type of embedded signal processing system based on the packet switched network is achieved. According to the application field and the-characteristics of signal processing system, the RapidIO protocol is used ... The new type of embedded signal processing system based on the packet switched network is achieved. According to the application field and the-characteristics of signal processing system, the RapidIO protocol is used to solve the high-speed interconnection of multi-digital signal processor (DSP). Based on this protocol, a kind of crossbar switch module which is used to interconnect multi-DSP in the system is introduced. A route strategy, some flow control rules and error control rules, which adapt to different RapidIO network topology are also introduced. Crossbar switch performance is analyzed in detail by the probability module. By researching the technique of crossbar switch and analyzing the system performance, it has a significant meaning for building the general signal processing system. 展开更多
关键词 RapidlO protocol crossbar switch signal processing system computer architecture
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Locality Aware Optimal Task Scheduling Algorithm for TriBA —— A Novel Scalable Architecture
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作者 KHAN Haroon-Ur-Rashid 石峰 《Journal of Beijing Institute of Technology》 EI CAS 2008年第3期294-299,共6页
An optimal algorithmic approach to task scheduling for, triplet based architecture(TriBA), is proposed in this paper. TriBA is considered to be a high performance, distributed parallel computing architecture. TriBA ... An optimal algorithmic approach to task scheduling for, triplet based architecture(TriBA), is proposed in this paper. TriBA is considered to be a high performance, distributed parallel computing architecture. TriBA consists of a 2D grid of small, programmable processing units, each physically connected to its three neighbors. In parallel or distributed environment an efficient assignment of tasks to the processing elements is imperative to achieve fast job turnaround time. Moreover, the sojourn time experienced by each individual job should be minimized. The arriving jobs are comprised of parallel applications, each consisting of multiple-independent tasks that must be instantaneously assigned to processor queues, as they arrive. The processors independently and concurrently service these tasks. The key scheduling issues is, when some queue backlogs are small, an incoming job should first spread its tasks to those lightly loaded queues in order to take advantage of the parallel processing gain. Our algorithmic approach achieves optimality in task scheduling by assigning consecutive tasks to a triplet of processors exploiting locality in tasks. The experimental results show that tasks allocation to triplets of processing elements is efficient and optimal. Comparison to well accepted interconnection strategy, 2D mesh, is shown to prove the effectiveness of our algorithmic approach for TriBA. Finally we conclude that TriBA can be an efficient interconnection strategy for computations intensive applications, if tasks assignment is carried out optimally using algorithmic approach. 展开更多
关键词 multiprocessor architecture task scheduling MAPPING parallel processing SPEEDUP
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Real-time measurement of high rotational projectile axial acceleration based on 2-axis acceleration sensor
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作者 郭泽荣 吴日恒 李世义 《Journal of Beijing Institute of Technology》 EI CAS 2011年第4期451-455,共5页
The real-time measurement principle of high rotational projectile's angular velocity based on 2-axis acceleration sensor and the axial acceleration measurement error caused by the installation error are discussed.The... The real-time measurement principle of high rotational projectile's angular velocity based on 2-axis acceleration sensor and the axial acceleration measurement error caused by the installation error are discussed.The 2-axis acceleration sensor is applied to measure the high rotational projectile's angular velocity and the measurement value of axial acceleration,the axial acceleration of the high rotational projectile equals the measurement value of axial acceleration subtracting the centrifugal acceleration component,so that the high-accuracy real-time measurement of axial acceleration is realized.The memory test has confirmed the strike tally of the theoretical analysis and the test result.The measurement technique can satisfy the high-accuracy measurement of the high rotational projectile axial acceleration in the self-determination course correction fuze projectile. 展开更多
关键词 course correction fuze high rotational projectile angular velocity axial acceleration real-time signal process
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Partitioned k-Exclusion Real-Time Locking Protocol Motivated by Multicore Multi-GPU Systems
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作者 Mao-Lin Yang Hang Lei +1 位作者 Yong Liao Ze-Wei Chen 《Journal of Electronic Science and Technology》 CAS CSCD 2016年第3期193-198,共6页
Graphic processing units (GPUs) have been widely recognized as cost-efficient co-processors with acceptable size, weight, and power consumption. However, adopting GPUs in real-time systems is still challenging, due ... Graphic processing units (GPUs) have been widely recognized as cost-efficient co-processors with acceptable size, weight, and power consumption. However, adopting GPUs in real-time systems is still challenging, due to the lack in framework for real-time analysis. In order to guarantee real-time requirements while maintaining system utilization ~in modern heterogeneous systems, such as multicore multi-GPU systems, a novel suspension-based k-exclusion real-time locking protocol and the associated suspension-aware schedulability analysis are proposed. The proposed protocol provides a synchronization framework that enables multiple GPUs to be efficiently integrated in multicore real-time systems. Comparative evaluations show that the proposed methods improve upon the existing work in terms of schedulability. 展开更多
关键词 Embedded systems graphic processing units(GPUs) heterogeneous systems locking protocols MULTICORE real-time systems
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Design and Implementation a Distributed Complex-Event Processing Engine
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作者 Ping Lu Yuming Qian Kezhi Zhu 《ZTE Communications》 2014年第1期52-56,共5页
A high-performance, distributed, complex-event processing en- gine with improved scalability is proposed. In this new engine, the stateless proeessing node is combined with distributed stor- age so that scale and perf... A high-performance, distributed, complex-event processing en- gine with improved scalability is proposed. In this new engine, the stateless proeessing node is combined with distributed stor- age so that scale and performance can be linearly expanded. This design prevents single node failure and makes the system highly reliable. 展开更多
关键词 CEP stream processing M2M sliding window real-time pro-cessing
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Experimental Study on Real-Time Control System Testing
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作者 Jin-He Wang Nan Zhang Qing-Gang He 《Journal of Electronic Science and Technology of China》 2009年第4期399-403,共5页
An experimental study on the testing of process control for a real-time control system is presented. Several indexes, such as the capability of system approximation output, the ramp rates, the smoothness and stability... An experimental study on the testing of process control for a real-time control system is presented. Several indexes, such as the capability of system approximation output, the ramp rates, the smoothness and stability of output, and control of temperature overshoot, are selected as performance parameters. With these indexes, the thermal performance of thermal cyelers is validated, analyzed, and monitored. A testing prototype is designed and fabricated as a supplementary instrument for the experimental study. A tracking temperature algorithm with feedforward and feedback controls are also introduced to improve the efficiency of system performance testing. 展开更多
关键词 Feedback control process control real-time control system
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Software Architecture for Modeling and Simulation of Underwater Acoustic Information Systems
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作者 王希敏 蔡志明 《Defence Technology(防务技术)》 SCIE EI CAS 2009年第1期52-59,共8页
The simulation of underwater acoustic information flow is an important way to research sonar performance and its engagement effectiveness in the ocean environment.This paper analyzes the significance of modeling an op... The simulation of underwater acoustic information flow is an important way to research sonar performance and its engagement effectiveness in the ocean environment.This paper analyzes the significance of modeling an open and sophisticated simulation software architecture by object-oriented method,and introduces the modeling processes and expression method of simulation architecture.According to the requirements of simulation system and the underwater acoustic information flow,the logical architecture of simulation software system is modeled by the object-oriented method.A use-case view captured the system requirements.The logical view shows the logical architecture of software system.The simulation software is decomposed into the loose coupling constituent parts by layering and partitioning the packages for maintainability.The design patterns enabled the simulation software to have good expansibility and reusability.The simulation system involving multi-targets and multi-sonar is developed based on the architecture model.Practices show that the model meets the needs for simulating an open and sophisticated system. 展开更多
关键词 体系结构建模 软件体系结构 仿真系统 信息系统 水下 逻辑结构 面向对象 软件系统
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基于双网络双服务器架构的碱回收智能控制系统及优化方法
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作者 汤伟 郑晓虎 +3 位作者 王孟效 王其林 周国庆 高启帆 《中国造纸》 北大核心 2025年第2期16-25,86,共11页
目前,大部分制浆造纸厂的减排脱碳效果不佳,信息化水平较低。本研究以碱回收工段为例,提出了基于双网络双服务器架构的碱回收智能控制系统。该系统基于双环以太网双冗余服务器架构,下位机选用西门子S7-400系列PLC控制器,CPU和I/O模块等... 目前,大部分制浆造纸厂的减排脱碳效果不佳,信息化水平较低。本研究以碱回收工段为例,提出了基于双网络双服务器架构的碱回收智能控制系统。该系统基于双环以太网双冗余服务器架构,下位机选用西门子S7-400系列PLC控制器,CPU和I/O模块等硬件均采用冗余设计,对碱回收蒸发、燃烧和苛化工段进行稳定可靠的分散控制;上位机配备Web服务器、企业办公互联网和远程服务通道,不仅可以增强系统内部的信息共享能力,还可实现对系统的远程诊断与维护;最后,采用高级控制算法对各工段的重要参数进行优化控制。实际应用结果表明,该系统不仅可有效提升黑液的处理效率,还可以减少生产过程的能量损失,并为碱回收工段智能化和信息化转型升级提供依据。 展开更多
关键词 碱回收工艺流程 双网络双服务器架构 高级控制算法 软测量 粒子群优化
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影响预训练语言模型数据泄露的因素研究
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作者 钱汉伟 彭季天 +4 位作者 袁明 高光亮 刘晓迁 王群 朱景羽 《信息安全研究》 北大核心 2025年第2期181-188,共8页
当前广泛使用的预训练语言模型是从海量训练语料中学习通用的语言表示.自然语言处理领域的下游任务在使用预训练语言模型后性能得到显著提升,但是深度神经网络过拟合现象使得预训练语言模型可能存在泄露训练语料隐私的风险.选用T5,GPT-2... 当前广泛使用的预训练语言模型是从海量训练语料中学习通用的语言表示.自然语言处理领域的下游任务在使用预训练语言模型后性能得到显著提升,但是深度神经网络过拟合现象使得预训练语言模型可能存在泄露训练语料隐私的风险.选用T5,GPT-2,OPT等广泛使用的预训练语言模型作为研究对象,利用模型反演攻击探索影响预训练语言模型数据泄露的因素.实验过程中利用预训练语言模型生成大量样本,以困惑度等指标选取最有可能发生数据泄露风险的样本进行验证,证明了T5等不同模型均存在不同程度的数据泄露问题;同一种模型,模型规模越大数据泄露可能性越大;添加特定前缀更容易获取泄露数据等问题.对未来数据泄露问题及其防御方法进行了展望. 展开更多
关键词 自然语言处理 预训练语言模型 隐私数据泄露 模型反演攻击 模型架构
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曲线建筑立体绿化景观营建技术研究——以深圳市科技馆(新馆)为例
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作者 陈平宇 陈锋 +8 位作者 陆燕妮 张树连 林棉伟 徐开升 郑雅之 栾毅 刘焰生 崔先斌 王佳 《绿色建筑》 2025年第1期178-181,共4页
以深圳市科技馆(新馆)项目为例,研究其施工过程中的柔性种植毯铺贴式立体景观工艺技术,以充分实现曲面立体绿化景观和三星级绿色建筑建设目标。该技术集生态、科技、艺术、绿色景观于一体,具备固碳释氧、滞尘降噪、隔热降温、控制雨水... 以深圳市科技馆(新馆)项目为例,研究其施工过程中的柔性种植毯铺贴式立体景观工艺技术,以充分实现曲面立体绿化景观和三星级绿色建筑建设目标。该技术集生态、科技、艺术、绿色景观于一体,具备固碳释氧、滞尘降噪、隔热降温、控制雨水径流等功能,有利于降低建筑能耗、减少城市热岛效应和缓解城市排水压力等,为助力低碳环保星级绿色建筑打造起到良好的示范和参考意义。 展开更多
关键词 曲面建筑 立体绿化 柔性种植毯 铺贴式工艺 景观营建
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建筑玻璃光谱数据批处理方法及程序实现
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作者 程励辉 丁可 邓东明 《广东建材》 2025年第2期84-87,共4页
为规范建筑玻璃光谱测试的原始数据处理流程、提高处理效率,本文分析建筑光谱原始数据的处理要求及存在的问题,提出一种普遍适用的原始光谱文件命名约定、数据批处理方法和流程。本文提出的处理方法将数据处理划分为原始光谱文件分组整... 为规范建筑玻璃光谱测试的原始数据处理流程、提高处理效率,本文分析建筑光谱原始数据的处理要求及存在的问题,提出一种普遍适用的原始光谱文件命名约定、数据批处理方法和流程。本文提出的处理方法将数据处理划分为原始光谱文件分组整理和合成标准光谱文件两个阶段,使用正则表达式从原始光谱文件名提取样品编号、试样编号、测试波段等信息、识别文件,进而实现自动、批量完成原始光谱文件分组和合成标准光谱文件。批处理程序应用结果表明本文提出的光谱原始文件命名约定、匹配表达式具有普遍适用性,优化后的光谱数据处理时间基本与试样数量无关、效率远远高于目前采用的数据模板处理方式,处理方法和批处理程序具有一定的参考价值和推广意义。 展开更多
关键词 建筑玻璃 光谱数据 批处理
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