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Soft measurement model of ring's dimensions for vertical hot ring rolling process using neural networks optimized by genetic algorithm 被引量:2
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作者 汪小凯 华林 +3 位作者 汪晓旋 梅雪松 朱乾浩 戴玉同 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第1期17-29,共13页
Vertical hot ring rolling(VHRR) process has the characteristics of nonlinearity,time-variation and being susceptible to disturbance.Furthermore,the ring's growth is quite fast within a short time,and the rolled ri... Vertical hot ring rolling(VHRR) process has the characteristics of nonlinearity,time-variation and being susceptible to disturbance.Furthermore,the ring's growth is quite fast within a short time,and the rolled ring's position is asymmetrical.All of these cause that the ring's dimensions cannot be measured directly.Through analyzing the relationships among the dimensions of ring blanks,the positions of rolls and the ring's inner and outer diameter,the soft measurement model of ring's dimensions is established based on the radial basis function neural network(RBFNN).A mass of data samples are obtained from VHRR finite element(FE) simulations to train and test the soft measurement NN model,and the model's structure parameters are deduced and optimized by genetic algorithm(GA).Finally,the soft measurement system of ring's dimensions is established and validated by the VHRR experiments.The ring's dimensions were measured artificially and calculated by the soft measurement NN model.The results show that the calculation values of GA-RBFNN model are close to the artificial measurement data.In addition,the calculation accuracy of GA-RBFNN model is higher than that of RBFNN model.The research results suggest that the soft measurement NN model has high precision and flexibility.The research can provide practical methods and theoretical guidance for the accurate measurement of VHRR process. 展开更多
关键词 vertical hot ring rolling dimension precision soft measurement model artificial neural network genetic algorithm
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Deformation mechanism of cold ring rolling in view of texture evolution predicted by a newly proposed polycrystal plasticity model 被引量:3
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作者 李宏伟 冯璐 杨合 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2013年第12期3729-3738,共10页
An explicit polycrystal plasticity model was proposed to investigate the deformation mechanism of cold ring rolling in view of texture evolution. The model was created by deducing a set of linear incremental controlli... An explicit polycrystal plasticity model was proposed to investigate the deformation mechanism of cold ring rolling in view of texture evolution. The model was created by deducing a set of linear incremental controlling equations within the framework of crystal plasticity theory. It was directly solved by a linear algorithm within a two-level procedure so that its efficiency and stability were guaranteed. A subroutine VUMAT for ABAQUS/Explicit was developed to combine this model with the 3D FE model of cold ring rolling. Results indicate that the model is reliable in predictions of stress-strain response and texture evolution in the dynamic complicated forming process; the shear strain in RD of the ring is the critical deformation mode according to the sharp Goss component ({110}?100?) of deformed ring; texture and crystallographic structure of the ring blank do not affect texture type of the deformed ring;texture evolves rapidly at the later stage of rolling, which results in a dramatically increasing deformation of the ring. 展开更多
关键词 cold ring rolling crystal plasticity texture evolution explicit algorithm
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Detail-preserving ring artifact correction method for cone-beam CT
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作者 侯慧玲 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2016年第2期165-170,共6页
Ring artifact is the major factor that seriously influence quality of computed tomography(CT)image reconstruction,especially in testing large-scale workpieces.To remove ring artifact quickly and efficiently,a kind of ... Ring artifact is the major factor that seriously influence quality of computed tomography(CT)image reconstruction,especially in testing large-scale workpieces.To remove ring artifact quickly and efficiently,a kind of ring artifact correction method is improved based on the post-processing CT image reconstruction in this paper.At first,transform the CT image from the rectangular coordinates into polar coordinates.Next,design multidimensional filter to filter the image and calculate the mean and variance of each filtered pixel in polar coordinates.The location of artifact point is determined by the double precision.One is the comparison of calculated variance and variance threshold,and another is the comparison of pixel value and pixel value threshold.Then,process the artifact points in a reasonable manner and do details remain to CT image in particular.At last,convert corrected polar image into rectangular coordinates.The actual experiment shows that compared with the original method,improved method can better correct the ring artifacts and keep the image details for CT images.It is a kind of practical ring artifact correction methods for subsequent processing and quantitative analysis. 展开更多
关键词 cone beam computed tomography(CT) Feldkamp-Davis-Kress(FDK)algorithm ring artifacts detail-preserving
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Design and optimization of diffraction-limited storage ring lattices based on many-objective evolutionary algorithms 被引量:1
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作者 He-Xing Yin Jia-Bao Guan +1 位作者 Shun-Qiang Tian Ji-Ke Wang 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2023年第10期20-35,共16页
Multi-objective evolutionary algorithms(MOEAs) are typically used to optimize two or three objectives in the accelerator field and perform well. However, the performance of these algorithms may severely deteriorate wh... Multi-objective evolutionary algorithms(MOEAs) are typically used to optimize two or three objectives in the accelerator field and perform well. However, the performance of these algorithms may severely deteriorate when the optimization objectives for an accelerator are equal to or greater than four. Recently, many-objective evolutionary algorithms(MaOEAs)that can solve problems with four or more optimization objectives have received extensive attention. In this study, two diffraction-limited storage ring(DLSR) lattices of the Extremely Brilliant Source(ESRF-EBS) type with different energies were designed and optimized using three MaOEAs and a widely used MOEA. The initial population was found to have a significant impact on the performance of the algorithms and was carefully studied. The performances of the four algorithms were compared, and the results demonstrated that the grid-based evolutionary algorithm(GrEA) had the best performance.Ma OEAs were applied in many-objective optimization of DLSR lattices for the first time, and lattices with natural emittances of 116 and 23 pm·rad were obtained at energies of 2 and 6 GeV, respectively, both with reasonable dynamic aperture and local momentum aperture(LMA). This work provides a valuable reference for future many-objective optimization of DLSRs. 展开更多
关键词 Storage ring lattices Many-objective evolutionary algorithms GrEA algorithm NSGA
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Peritoneal seeding from appendiceal carcinoma:A case report and review of the literature 被引量:6
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作者 Valentina R Bertuzzo Federico Coccolini Antonio D Pinna 《World Journal of Gastrointestinal Surgery》 SCIE CAS 2010年第8期265-269,共5页
Non-carcinoid appendiceal malignancies are rare entities,representing less than 0.5% of all gastrointestinal malignancies.Because of their rarity and particular biological behavior,a substantial number of patients aff... Non-carcinoid appendiceal malignancies are rare entities,representing less than 0.5% of all gastrointestinal malignancies.Because of their rarity and particular biological behavior,a substantial number of patients affected by these neoplasms do not receive appropriate surgical resection.In this report,we describe a rare case of primary signetring cell carcinoma of the appendix with peritoneal seeding which occurred in a 40-year old man admitted at the Emergency Surgery Department with the clinical suspicion of acute appendicitis.After a surgical debulking and right hemicolectomy,the patient had systemic chemotherapy according to FOLFOX protocol.After completion of the latter,the patient underwent cytoreductive surgery plus hyperthermic intraperitoneal chemotherapy.This report offers a brief review of the literature and suggests an algorithm for the management of non-carci-noid appendiceal tumors with peritoneal dissemination. 展开更多
关键词 APPENDICEAL neoplasms Signetring cell CARCINOMA PERIToneAL CARCINOMATOSIS Hyperthermic intra-peritoneal chemotherapy Therapeutic algorithm
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Systematic calibration of a 2-m Ring Solar Telescope based on local interferometry and model comparison
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作者 Renai Liu Jinpeng Li +2 位作者 Zuozifei Song Changyu Zeng Yichun Dai 《Astronomical Techniques and Instruments》 2025年第3期175-185,共11页
To address the installation challenges of a 2-m ring Gregorian telescope system,and similar optical systems with a small width-to-radius ratio,we propose a detection method combining local interferometry with a compar... To address the installation challenges of a 2-m ring Gregorian telescope system,and similar optical systems with a small width-to-radius ratio,we propose a detection method combining local interferometry with a comparison model.This method enhances the precision of system calibration by establishing a dataset that delineates the relationship between secondary mirror misalignment and wavefront aberration,subsequently inferring the misalignment from interferometric detection results during the calibration process.For the 2-m ring telescope,we develop a detection model using five local sub-apertures,enabling a root-mean-square detection accuracy of 0:0225λ(λ=632:8 nm)for full-aperture wavefront aberration.The calibration results for the 2-m Ring Solar Telescope system indicate that the root-mean-square value of sub-aperture wavefront aberration reaches 0.104λ,and the root-mean-square value of spliced full-aperture measurement yields reaches 0.112λ.This method offers a novel approach for calibrating small width-toradius ratio telescope systems and can be applied to the calibration of other irregular-aperture optical systems. 展开更多
关键词 Local aperture Model comparison 2-m ring Solar Telescope System calibration Splicing algorithm
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Construction and validation of a machine learning algorithm-based predictive model for difficult colonoscopy insertion
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作者 Ren-Xuan Gao Xin-Lei Wang +6 位作者 Ming-Jie Tian Xiao-Ming Li Jia-Jia Zhang Jun-Jing Wang Jing Gao Chao Zhang Zhi-Ting Li 《World Journal of Gastrointestinal Endoscopy》 2025年第7期149-161,共13页
BACKGROUND Difficulty of colonoscopy insertion(DCI)significantly affects colonoscopy effectiveness and serves as a key quality indicator.Predicting and evaluating DCI risk preoperatively is crucial for optimizing intr... BACKGROUND Difficulty of colonoscopy insertion(DCI)significantly affects colonoscopy effectiveness and serves as a key quality indicator.Predicting and evaluating DCI risk preoperatively is crucial for optimizing intraoperative strategies.AIM To evaluate the predictive performance of machine learning(ML)algorithms for DCI by comparing three modeling approaches,identify factors influencing DCI,and develop a preoperative prediction model using ML algorithms to enhance colonoscopy quality and efficiency.METHODS This cross-sectional study enrolled 712 patients who underwent colonoscopy at a tertiary hospital between June 2020 and May 2021.Demographic data,past medical history,medication use,and psychological status were collected.The endoscopist assessed DCI using the visual analogue scale.After univariate screening,predictive models were developed using multivariable logistic regression,least absolute shrinkage and selection operator(LASSO)regression,and random forest(RF)algorithms.Model performance was evaluated based on discrimination,calibration,and decision curve analysis(DCA),and results were visualized using nomograms.RESULTS A total of 712 patients(53.8%male;mean age 54.5 years±12.9 years)were included.Logistic regression analysis identified constipation[odds ratio(OR)=2.254,95%confidence interval(CI):1.289-3.931],abdominal circumference(AC)(77.5–91.9 cm,OR=1.895,95%CI:1.065-3.350;AC≥92 cm,OR=1.271,95%CI:0.730-2.188),and anxiety(OR=1.071,95%CI:1.044-1.100)as predictive factors for DCI,validated by LASSO and RF methods.Model performance revealed training/validation sensitivities of 0.826/0.925,0.924/0.868,and 1.000/0.981;specificities of 0.602/0.511,0.510/0.562,and 0.977/0.526;and corresponding area under the receiver operating characteristic curves(AUCs)of 0.780(0.737-0.823)/0.726(0.654-0.799),0.754(0.710-0.798)/0.723(0.656-0.791),and 1.000(1.000-1.000)/0.754(0.688-0.820),respectively.DCA indicated optimal net benefit within probability thresholds of 0-0.9 and 0.05-0.37.The RF model demonstrated superior diagnostic accuracy,reflected by perfect training sensitivity(1.000)and highest validation AUC(0.754),outperforming other methods in clinical applicability.CONCLUSION The RF-based model exhibited superior predictive accuracy for DCI compared to multivariable logistic and LASSO regression models.This approach supports individualized preoperative optimization,enhancing colonoscopy quality through targeted risk stratification. 展开更多
关键词 COLONOSCOPY Difficulty of colonoscopy insertion Machine learning algorithms Predictive model Logistic regression Least absolute shrinkage and selection operator regression Random forest
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Synthesis of 4, 5, and 6-membered Aza Rings by Carbenoids Intramolecular N-H Insertion Catalyzed by Cu(acac)_2
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作者 候益华 吴鹏 王剑波 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 1999年第S1期136-136,共1页
关键词 acac and 6-membered Aza rings by Carbenoids Intramolecular N-H Insertion Catalyzed by Cu Synthesis of 4
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Algorithm for Visualization of Zero Divisor Graphs of the Ring ℤn Using MAPLE Coding
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作者 Nasir Ali 《Open Journal of Discrete Mathematics》 2024年第1期1-8,共8页
This research investigates the comparative efficacy of generating zero divisor graphs (ZDGs) of the ring of integers ℤ<sub>n</sub> modulo n using MAPLE algorithm. Zero divisor graphs, pivotal in the study ... This research investigates the comparative efficacy of generating zero divisor graphs (ZDGs) of the ring of integers ℤ<sub>n</sub> modulo n using MAPLE algorithm. Zero divisor graphs, pivotal in the study of ring theory, depict relationships between elements of a ring that multiply to zero. The paper explores the development and implementation of algorithms in MAPLE for constructing these ZDGs. The comparative study aims to discern the strengths, limitations, and computational efficiency of different MAPLE algorithms for creating zero divisor graphs offering insights for mathematicians, researchers, and computational enthusiasts involved in ring theory and mathematical computations. 展开更多
关键词 Zero Divisor Graph ring Theory Maple algorithm n Modulo n Graph Theory Mathematical Computing
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Analysis on the Characterization of the Twist Insertion Level and Its Effect of the Compact and Ring Spun Yarns 被引量:5
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作者 杨建平 傅婷 汪军 《Journal of Donghua University(English Edition)》 EI CAS 2011年第3期252-254,共3页
In this paper, the difference of the twist insertion levels of the compact and ring spun yarns of the same count is analyzed based on the relationship of the yarn twist factor to the twist angle and the bulk density. ... In this paper, the difference of the twist insertion levels of the compact and ring spun yarns of the same count is analyzed based on the relationship of the yarn twist factor to the twist angle and the bulk density. It is proposed that the relationship of the twist angle, twist level, and the yarn diameter should be synthetically considered when evaluating the twist insertion level of the compact yarn. The twist angle of the compact yarn is smaller than that of the ring yarn with the same twist insertion level. This results from the ordered fiber arrangement and compact structure of the compact yarn. Experiment was conducted to verify the conclusions. It is also discovered that the selection of the twist factor of the compact yarn, which can be usually lower than that of the ring yarn by 10%-15%, can be determined based on the yarn tensile strength. 展开更多
关键词 compact yarn ring yarn twist insertion level twist factor twist angle twist level
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Appropriate Combination of Crossover Operator and Mutation Operator in Genetic Algorithms for the Travelling Salesman Problem
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作者 Zakir Hussain Ahmed Habibollah Haron Abdullah Al-Tameem 《Computers, Materials & Continua》 SCIE EI 2024年第5期2399-2425,共27页
Genetic algorithms(GAs)are very good metaheuristic algorithms that are suitable for solving NP-hard combinatorial optimization problems.AsimpleGAbeginswith a set of solutions represented by a population of chromosomes... Genetic algorithms(GAs)are very good metaheuristic algorithms that are suitable for solving NP-hard combinatorial optimization problems.AsimpleGAbeginswith a set of solutions represented by a population of chromosomes and then uses the idea of survival of the fittest in the selection process to select some fitter chromosomes.It uses a crossover operator to create better offspring chromosomes and thus,converges the population.Also,it uses a mutation operator to explore the unexplored areas by the crossover operator,and thus,diversifies the GA search space.A combination of crossover and mutation operators makes the GA search strong enough to reach the optimal solution.However,appropriate selection and combination of crossover operator and mutation operator can lead to a very good GA for solving an optimization problem.In this present paper,we aim to study the benchmark traveling salesman problem(TSP).We developed several genetic algorithms using seven crossover operators and six mutation operators for the TSP and then compared them to some benchmark TSPLIB instances.The experimental studies show the effectiveness of the combination of a comprehensive sequential constructive crossover operator and insertion mutation operator for the problem.The GA using the comprehensive sequential constructive crossover with insertion mutation could find average solutions whose average percentage of excesses from the best-known solutions are between 0.22 and 14.94 for our experimented problem instances. 展开更多
关键词 Travelling salesman problem genetic algorithms crossover operator mutation operator comprehensive sequential constructive crossover insertion mutation
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Logical mistakes in NTRU compensation algorithm and improvement of encryption verification algorithm
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作者 QUAN Yi-ning LI Xin-she HU Yu-pu 《通讯和计算机(中英文版)》 2008年第6期35-41,共7页
关键词 逻辑错误 计算方法 解码 信息技术
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Proposal of Rip-up &Re-allocate Algorithm for Optical Layer-2 Switch Network
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作者 Masahiro NAKAGAWA Kyota HATTORI +2 位作者 Naoki KIMISHIMA Masaru KATAYAMA Akira MISAWA 《光子学报》 EI CAS CSCD 北大核心 2014年第7期34-41,共8页
We are developing an optical layer-2s witch network that uses both wavelength-division multiplexing and time-division multiplexing technologies for efficient traffic aggregation in metro networks.For efficient traffic... We are developing an optical layer-2s witch network that uses both wavelength-division multiplexing and time-division multiplexing technologies for efficient traffic aggregation in metro networks.For efficient traffic aggregation,path bandwidth control is key because it strongly affects bandwidth efficiency.For this paper,we propose a dynamic time-slot allocation method that uses periodic information of difference values of traffic variation.This method can derive near-optimal allocation with lower computational cost,which enlarges the maximum available network size compared with conventional time-slot allocation methods.Numerical results show that the proposed method enables dynamic path control in 1K-node-scale optical layer-2s witch network,which leads to cost-effective metro networks. 展开更多
关键词 交通聚集技术 地铁网络 成本效益 交通管理
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Path-Based Timing Optimization by Buffer Insertion with Accurate Delay Model
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作者 张轶谦 周强 +1 位作者 洪先龙 蔡懿慈 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2004年第5期520-525,共6页
An algorithm of path based timing optimization by buffer insertion is presented.The algorithm adopts a high order model to estimate interconnect delay and a nonlinear delay model based on look up table for gate dela... An algorithm of path based timing optimization by buffer insertion is presented.The algorithm adopts a high order model to estimate interconnect delay and a nonlinear delay model based on look up table for gate delay estimation.And heuristic method of buffer insertion is presented to reduce delay.The algorithm is tested by industral circuit case.Experimental results show that the algorithm can optimize the timing of circuit efficiently and the timing constraint is satisfied. 展开更多
关键词 buffer insertion timing optimization interconnect planning routing algorithm
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基于Ring-Sum-Expansion范式的Reed-Muller展开式算法 被引量:1
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作者 朱皖宁 陈汉武 +1 位作者 刘志昊 王冬 《东南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2010年第5期932-936,共5页
为了改善生成Reed-Muller展开式的灵活性,提出了基于RSE范式的Reed-Muller展开式算法.根据将析取主范式转化为Ring-Sum-Expansion范式的过程,先使用真值表输入项构造预处理表,再从真值表中抽取使输出项为真的二进制码,通过预处理表直接... 为了改善生成Reed-Muller展开式的灵活性,提出了基于RSE范式的Reed-Muller展开式算法.根据将析取主范式转化为Ring-Sum-Expansion范式的过程,先使用真值表输入项构造预处理表,再从真值表中抽取使输出项为真的二进制码,通过预处理表直接解出每一个输出项的Reed-Muller展开式.对算法进行复杂度分析比较表明,与通常所用的GRM递归算法和GRM矩阵相乘Reed-Muller展开式算法相比,该算法在生成展开式时具有更好的灵活性,可以单独生成指定输出项的Reed-Muller展开式,不同于常用算法必须要一次生成全部输出项的Reed-Muller展开式. 展开更多
关键词 ring-Sum-Expansion范式 Reed-Muller展开式 GRM递归算法 GRM矩阵算法
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基于Ring-Barrie相位的交叉口信号配时优化模型 被引量:7
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作者 林丽 蒋帅捷 《重庆交通大学学报(自然科学版)》 CAS CSCD 北大核心 2021年第1期12-16,共5页
为了将交叉口时空资源最大化利用,以Ring-Barrier相位运行规则为基础,建立了一种城市交叉口信号配时优化模型,该模型将求解交叉口整体延误最小值转化为非线性规划问题。通过选取交叉口平均延误作为优化目标,选取交叉口信号控制的周期时... 为了将交叉口时空资源最大化利用,以Ring-Barrier相位运行规则为基础,建立了一种城市交叉口信号配时优化模型,该模型将求解交叉口整体延误最小值转化为非线性规划问题。通过选取交叉口平均延误作为优化目标,选取交叉口信号控制的周期时长和各相位绿灯时间作为变量,选用分支定界算法作为此非线性规划问题的求解算法。为验证信号配时优化效果,选取南京市一交叉口作为实例,运用相关工具软件对模型进行了求解。结果表明:实施优化模型后,交叉口整体延误随着迭代次数不断降低并逐渐收敛,第39次迭代优化结果与Webster配时模型相比,交叉口平均延误减少了29.1%,有效的提升了交叉口整体运行效率。 展开更多
关键词 交通工程 配时优化 非线性规划 ring-Barrier相位 分支定界法
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An Optimization Design of a Weft Insertion Mechanism for Rapier Looms 被引量:5
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作者 竺志超 方志和 《Journal of Donghua University(English Edition)》 EI CAS 2003年第3期38-41,共4页
By analyzing a combined and spatial 6-bar linkage weft insertion mechanism, its practical model for optimization design is set up and the modification of penalty strategy is put forward so that the genetic algorithm c... By analyzing a combined and spatial 6-bar linkage weft insertion mechanism, its practical model for optimization design is set up and the modification of penalty strategy is put forward so that the genetic algorithm can be better used in optimization design for mechanisms with non- linear constraints. The design result is discussed. 展开更多
关键词 Combined mechanism weft insertion motion optimization design genetic algorithm
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Current status and progresses of SSRF project 被引量:25
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作者 XU Hongjie ZHAO Zhentang 《Nuclear Science and Techniques》 SCIE CAS CSCD 2008年第1期1-6,共6页
The Shanghai Synchrotron Radiation Facility (SSRF), a third generation light source, comprises a 3.5GeV electron storage ring, a full energy booster, a 150 MeV linac, and seven beamlines in Phase I of the project. Beg... The Shanghai Synchrotron Radiation Facility (SSRF), a third generation light source, comprises a 3.5GeV electron storage ring, a full energy booster, a 150 MeV linac, and seven beamlines in Phase I of the project. Beginning at the end of 2004 with a groundbreaking ceremony, the accelerators were installed in ten months from November 2006, and were successfully tested and commissioned in the past a couple of months. On December 21, 2007, storing electron beams in the storage ring was realized, and the first synchrotron radiations were observed three days later on the front-end of Beamline BL16B of the facility. Now, it runs 3 GeV 100 mA beams with a lifetime of 8~10 hours. Meanwhile, construction of the first seven beamlines (five ID beamlines and two bending magnet beamlines) is progressing on schedule. 展开更多
关键词 原子核物理 同步加速器 直线加速器 试运行
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基于ROF离群组检测的低压配电网拓扑校验 被引量:8
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作者 郭屾 林佳颖 +3 位作者 王鹏 张冀川 陈蕾 唐国静 《控制工程》 CSCD 北大核心 2020年第1期201-206,共6页
目前现有的低压配电网拓扑结构校验方法中,多是从高级量测体系(Advanced Metering Infrastructure,AMI)中获取待校验台区用户最近一段时间的电压序列数据,通过计算数据之间的相关系数来度量不同用户电压曲线之间的相似性。但是,用户是... 目前现有的低压配电网拓扑结构校验方法中,多是从高级量测体系(Advanced Metering Infrastructure,AMI)中获取待校验台区用户最近一段时间的电压序列数据,通过计算数据之间的相关系数来度量不同用户电压曲线之间的相似性。但是,用户是否属于同一台区的相关系数阈值难以确定,且现有的局部离群点检测(Local Outlier Factor,LOF)算法无法检测出离群组用户。因此,提出一种基于环域离群组检测(Ring Outliers Factor,ROF)的低压配电网拓扑校验算法,利用电压序列数据之间的相关系数作为ROF算法中的相关性度量,分析用户环域内的离群程度,从而校验出所属台区错误的用户组,可有效的验证电网GIS系统中用户与台区变压器拓扑连接关系的正确性。 展开更多
关键词 拓扑结构校验 相关系数 Rof离群组检测
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Multiscale anisotropic diffusion for ringing artifact suppression in geophysical deconvolution data
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作者 Boxin Zuo Xiangyun Hu Meixia Geng 《Earthquake Science》 CSCD 2016年第4期215-220,共6页
Ringing artifact degradations always appear in the deconvolution of geophysical data. To address this problem, we propose a postprocessing approach to suppress ringing artifacts that uses a novel anisotropic diffusion... Ringing artifact degradations always appear in the deconvolution of geophysical data. To address this problem, we propose a postprocessing approach to suppress ringing artifacts that uses a novel anisotropic diffusion based on a stationary wavelet transform (SWT) algorithm. In this paper, we discuss the ringing artifact suppression problem and analyze the characteristics of the deconvolu- tion ringing artifact. The deconvolution data containing ringing artifacts are decomposed into different SWT sub- bands for analysis, and a new multiscale adaptive aniso- tropic filter is developed to suppress these degradations. Finally, we demonstrate the performance of the proposed method and describe the experiments in detail. 展开更多
关键词 DECONVOLUTION ringing artifacts Anisotropicdiffusion Stationary wavelet transform algorithm Multiscale
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