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MULTIDIMENSIONAL MULTI-KNOTS PIECEWISE LINEAR SPECTRAL SEQUENCES 被引量:2
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作者 Yan Gu Rui Wang Dunyan Yan 《Analysis in Theory and Applications》 2010年第4期367-382,共16页
Motivated by representing multidimensional periodic nonlinear and non-stationary signals(functions),we study a class of orthonormal exponential basis for L2(Id)with I:=[0,1),whose exponential parts are piecewise linea... Motivated by representing multidimensional periodic nonlinear and non-stationary signals(functions),we study a class of orthonormal exponential basis for L2(Id)with I:=[0,1),whose exponential parts are piecewise linear spectral sequences with p-knots.It is widely applied in time-frequency analysis. 展开更多
关键词 multidimensional piecewise linear spectral sequence orthonormal exponen-tial basis non-constant frequency
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Note on the Product Inequalities for Sequences of Multidimensional Integers
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作者 MA Li WANG Ru HAN Xin-fangi 《Chinese Quarterly Journal of Mathematics》 2020年第4期397-400,共4页
For multi-dimensional integer-valued sequence, a new proof of the upper-bound and lower-bound estimations on the product of all its components is given in this paper. Those estimations are very important to characteri... For multi-dimensional integer-valued sequence, a new proof of the upper-bound and lower-bound estimations on the product of all its components is given in this paper. Those estimations are very important to characterize the Kondratiev space of random test function, in which space it is convenient to study random distribution,random partial differential equation and other problems. 展开更多
关键词 multidimensional integer value sequence Product inequality The upper-bound and lower-bound estimates
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Pseudo-Random Sequences Generator Based on Discrete Hyperchaotic Systems 被引量:1
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作者 Li Changgang & Han Zhengzhi Department of Automation, Shanghai Jiaotong University, Shanghai 200030, P. R. China 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2003年第4期84-89,共6页
We first design a discrete hyperchaotic system via piece-wise linear state feedback. The states of the closed loop system are locally expanding in two directions but absolutely bounded on the whole, which implies hype... We first design a discrete hyperchaotic system via piece-wise linear state feedback. The states of the closed loop system are locally expanding in two directions but absolutely bounded on the whole, which implies hyperchaos. Then, we use three suchlike hyperchaotic systems with different feedback gain matrices to design a pseudo-random sequence generator (PRSG). Through a threshold function, three sub-sequences generated from the output of piecewise linear functions are changed into 0-1 sequences. Then, followed by XOR operation, an unpredictable pseudo-random sequence (PRS) is ultimately obtained. The analysis and simulation results indicate that the PRS, generated with hyperchaotic systems, has desirable statistical features. 展开更多
关键词 discrete hyperchaotic system piecewise linear state feedback pseudo-random sequences.
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HIERACHICAL STRUCTURES FOR GENERATING PSEUDO-RANDOM SEQUENCES AND ARRAYS
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作者 Shi Wenhong Chen Jinguang(Department of Radio Engineering, Fuzhou University, Fuzhou 350002) 《Journal of Electronics(China)》 1997年第1期20-26,共7页
This paper proposes new hierarchical structures for generating pseudorandom sequences and arrays. The principle of the structures is based on a new concept-multi-interleaving. It is the generalization of normal sequen... This paper proposes new hierarchical structures for generating pseudorandom sequences and arrays. The principle of the structures is based on a new concept-multi-interleaving. It is the generalization of normal sequence decimation(sampling). The kernal of the structures is a lower speed linear feedback shift register together with several high speed time-division multiplexers arranged hierarchically. These new structures have much higher speed compared with that of other schemes proposed before. 展开更多
关键词 pseudo-random sequenceS pseudo-random ARRAYS High-speed generation sequence DECIMATION
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Adding Pseudo-Random Test Sequence Generator in the Test Simulator for DFT Approach
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作者 Afaq Ahmad Dawood Al-Abri Sayyid Samir AI-Busaidi 《Computer Technology and Application》 2012年第7期463-470,共8页
This paper presents modified version of a realistic test tool suitable to Design For Testability (DFT) and Built-ln Self Test (BIST) environments. A comprehensive tool is developed in the form of a test simulator.... This paper presents modified version of a realistic test tool suitable to Design For Testability (DFT) and Built-ln Self Test (BIST) environments. A comprehensive tool is developed in the form of a test simulator. The simulator is capable of providing a required goal of test for the Circuit Under Test (CUT). The simulator uses the approach of fault diagnostics with fault grading procedures to provide the optimum tests. The current version of the simulator embeds features of exhaustive and pseudo-random test generation schemes along with the search solutions of cost effective test goals. The simulator provides facilities of realizing all possible pseudo-random sequence generators with all possible combinations of seeds. The tool is developed on a common Personal Computer (PC) platform and hence no special software is required. Thereby, it is a low cost tool hence economical. The tool is very much suitable for determining realistic test sequences for a targeted goal of testing for any CUT. The developed tool incorporates flexible Graphical User Interface (GUI) procedures and can be operated without any special programming skill. The tool is debugged and tested with the results of many bench mark circuits. Further, this developed tool can be utilized for educational purposes for many courses such as fault-tolerant computing, fault diagnosis, digital electronics, and safe-reliable-testable digital logic designs. 展开更多
关键词 Digital system testing built-in self test design for testability test vector pseudo-random test sequence linear feedbackshift registers fault diagnosis fault collapsing realistic test fault cover iteration.
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PERFECT PUNCTURED BINARY SEQUENCE PAIRS 被引量:15
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作者 JiangTing ZhaoXiaoqun HouLantian 《Journal of Electronics(China)》 2003年第4期285-288,共4页
This paper presents the definition of perfect punctured binary sequence pair and the combinatorial admissible conditions for searching the perfect punctured binary sequence pairs and proves that all of the pseudo-rand... This paper presents the definition of perfect punctured binary sequence pair and the combinatorial admissible conditions for searching the perfect punctured binary sequence pairs and proves that all of the pseudo-random binary sequences satisfy these conditions. Computer calculation verifies that the pseudo-random binary sequences with length up to N=127 can be easily turned into perfect punctured binary sequence pairs. 展开更多
关键词 Information theory Perfect sequences CODES pseudo-random binary sequence
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Variant Map System to Simulate Complex Properties of DNA Interactions Using Binary Sequences 被引量:1
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作者 Jeffrey Zheng Weiqiong Zhang +2 位作者 Jin Luo Wei Zhou Ruoyu Shen 《Advances in Pure Mathematics》 2013年第7期5-24,共20页
Stream cipher, DNA cryptography and DNA analysis are the most important R&D fields in both Cryptography and Bioinformatics. HC-256 is an emerged scheme as the new generation of stream ciphers for advanced network ... Stream cipher, DNA cryptography and DNA analysis are the most important R&D fields in both Cryptography and Bioinformatics. HC-256 is an emerged scheme as the new generation of stream ciphers for advanced network security. From a random sequencing viewpoint, both sequences of HC-256 and real DNA data may have intrinsic pseudo-random properties respectively. In a recent decade, many DNA sequencing projects are developed on cells, plants and animals over the world into huge DNA databases. Researchers notice that mammalian genomes encode thousands of large noncoding RNAs (lncRNAs), interact with chromatin regulatory complexes, and are thought to play a role in localizing these complexes to target loci across the genome. It is a challenge target using higher dimensional visualization tools to organize various complex interactive properties as visual maps. The Variant Map System (VMS) as an emerging scheme is systematically proposed in this paper to apply multiple maps that used four Meta symbols as same as DNA or RNA representations. System architecture of key components and core mechanism on the VMS are described. Key modules, equations and their I/O parameters are discussed. Applying the VM System, two sets of real DNA sequences from both sample human (noncoding DNA) and corn (coding DNA) genomes are collected in comparison with pseudo DNA sequences generated by HC-256 to show their intrinsic properties in higher levels of similar relationships among relevant DNA sequences on 2D maps. Sample 2D maps are listed and their characteristics are illustrated under controllable environment. Visual results are briefly analyzed to explore their intrinsic properties on selected genome sequences. 展开更多
关键词 pseudo-random Number Generator STREAM CIPHER HC-256 Binary to DNA Pseudo DNA sequence Large Noncoding DNA Analysis 2D MAP Visual Distribution VARIANT MAP System
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Autocorrelation of Sequences Generated by Single Cycle T-Functions
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作者 王艳 胡予濮 +1 位作者 李顺波 杨旸 《China Communications》 SCIE CSCD 2011年第5期144-150,共7页
Cryptographic properties of the single cycle T-function's output sequences are investigated.Bounds of autocorrelation functions of the kth coordinate sequence and bounds of state output sequence are calculated res... Cryptographic properties of the single cycle T-function's output sequences are investigated.Bounds of autocorrelation functions of the kth coordinate sequence and bounds of state output sequence are calculated respectively.The Maximum Sidelobe Ratio(MSR) of the kth coordinate sequence and the MSR of state output sequence are given respectively.The bounds of autocorrelation functions show that the values of autocorrelation functions are large when shifts are small.Comparisons of the autocorrelations between the state output sequence and coordinate output sequence are illustrated.The autocorrelation properties demonstrate that T-functions have cryptographic weaknesses and the illustration result shows coordinate output sequences have better autocorrelation than that of state output sequences. 展开更多
关键词 CRYPTOGRAPHY pseudo-random sequences AUTOCORRELATION single cycle T-function
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Binary Sequences from a Pair of Elliptic Curves
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作者 CHEN Zhixiong ZHANG Ning XIAO Guozhen 《Wuhan University Journal of Natural Sciences》 CAS 2006年第6期1511-1515,共5页
A family of binary sequences were constructed by using an elliptic curve and its twisted curves over finite fields. It was shown that these sequences possess "good" cryptographie properties of 0-1 distribution, long... A family of binary sequences were constructed by using an elliptic curve and its twisted curves over finite fields. It was shown that these sequences possess "good" cryptographie properties of 0-1 distribution, long period and large linear complexity. The results indicate that such se quences provide strong potential applications in cryptography. 展开更多
关键词 pseudo-random sequences elliptic curves stream ciphers elliptic curve cryptography
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Multi-Value Sequence Generated over Sub Extension Field and Its Properties
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作者 Md. Arshad Ali Yuta Kodera +3 位作者 Takuya Kusaka Satoshi Uehara Yasuyuki Nogami Robert H. Morelos-Zaragoza 《Journal of Information Security》 2019年第3期130-154,共25页
Pseudo-random sequences with long period, low correlation, high linear complexity, and uniform distribution of bit patterns are widely used in the field of information security and cryptography. This paper proposes an... Pseudo-random sequences with long period, low correlation, high linear complexity, and uniform distribution of bit patterns are widely used in the field of information security and cryptography. This paper proposes an approach for generating a pseudo-random multi-value sequence (including a binary sequence) by utilizing a primitive polynomial, trace function, and k-th power residue symbol over the sub extension field. All our previous sequences are defined over the prime field, whereas, proposed sequence in this paper is defined over the sub extension field. Thus, it’s a new and innovative perception to consider the sub extension field during the sequence generation procedure. By considering the sub extension field, two notable outcomes are: proposed sequence holds higher linear complexity and more uniform distribution of bit patterns compared to our previous work which defined over the prime field. Additionally, other important properties of the proposed multi-value sequence such as period, autocorrelation, and cross-correlation are theoretically shown along with some experimental results. 展开更多
关键词 pseudo-random sequence Trace Function Power RESIDUE Symbol SUB Extension Field AUTOCORRELATION CROSS-CORRELATION Linear Complexity Distribution of Bit Patterns
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Development of multidimensional sequence operation theory with applications to risk evaluation in power system generation scheduling 被引量:6
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作者 ChongQing Kang GaoFeng Yang Qing Xia 《Science China(Technological Sciences)》 SCIE EI CAS 2008年第6期724-734,共11页
Sequence operation theory (SOT) is a powerful tool for solving complex probabilistic problems in power system. However, the basic single dimension SOT cannot satisfy the requirement of multi-state; multi-attribute ana... Sequence operation theory (SOT) is a powerful tool for solving complex probabilistic problems in power system. However, the basic single dimension SOT cannot satisfy the requirement of multi-state; multi-attribute analysis, which is often the case in actual power system practice. To address this problem, multidimensional sequence operation theory (MSOT) is developed. On the basis of previous research, this paper first categorizes the situations by the number of state variables; the number of attribute values,; defines the multidimensional sequence for single state variable; multiple attribute values, as well as the multidimensional sequence for multiple state variables; multiple attribute values. Corresponding to those definitions, four types of operations between two discrete multidimensional sequences are derived respectively. Therefore, the sequence is extended from single dimensional to multidimensional, establishing an integrated theory of multidimensional sequence operation. In particular, the basic single dimension SOT can be viewed as a special case of MSOT with only one state variable; one attribute value. Finally, the paper demonstrates the effectiveness of MSOT through an example of risk evaluation in power system generation scheduling. 展开更多
关键词 power system multidimensional sequence operation theory VECTOR HADAMARD products UNCERTAINTY
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Blind reconnaissance of the pseudo-random sequence in DS/SS signal with negative SNR 被引量:7
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作者 HUANG XianGao HUANG Wei +2 位作者 WANG Chao LU ZeJun HU YanHua 《Science in China(Series F)》 2007年第3期510-520,共11页
This paper introduces a new theory and algorithm that can be used in blind detection of the carrier wave signal and the pseudo-random sequence of the direct sequence spread spectrum (DS/SS) signal with negative SNR.... This paper introduces a new theory and algorithm that can be used in blind detection of the carrier wave signal and the pseudo-random sequence of the direct sequence spread spectrum (DS/SS) signal with negative SNR. First, without any a priori knowledge of the DS/SS signal, the carrier wave signal can be detected from DS/SS signal with negative SNR by using stochastic differential equations and energy detection method. Based on this, the pseudo-random sequence can also be blindly detected in DS/SS signal with negative SNR by reducing noise of the nonlinear signal and the algorithm of wavelet multiscale decomposition algorithm. Finally, the computer simulation shows that we can detect the carrier wave signal with SNR=-27 dB and the pseudo-random sequence under error code ratio 10^-4with SNR =-10 dB. 展开更多
关键词 DS/SS signal SNR the pseudo-random sequence RECONNAISSANCE DETECTION
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Pseudo-randomness of the fourth class of GSS sequences 被引量:4
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作者 HU Yupu XIAO Guozhen 《Science in China(Series F)》 2004年第2期170-183,共14页
This paper discusses pseudo-randomness of a periodic sequence, named the fourth class of GSS sequence. We get the following results: ① Its least period always reaches the maximum (that is, 2n-1). ② Its least period ... This paper discusses pseudo-randomness of a periodic sequence, named the fourth class of GSS sequence. We get the following results: ① Its least period always reaches the maximum (that is, 2n-1). ② Its least period and linear complexity keep robust under single-symbol-substitution. ③ It has good low-degree-auto-correlation feature. ④ It has good short-length-run-distribution. 展开更多
关键词 GSS sequence M-sequence pseudo-randomNESS stream cipher.
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基于多维能耗数据的用能行为聚类分析及数据降维方法
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作者 罗帅 王洋 +3 位作者 项添春 周进 李娜 张来 《太赫兹科学与电子信息学报》 2025年第7期692-698,共7页
长期的能耗数据记录和分析有助于发现能源消耗的趋势和规律,为制定碳减排策略提供重要参考。重点碳排放监测用户的能耗数据涉及多种类型,不仅要对用户的能耗数据聚类进行分析,还需研究更加精确的聚类结果可视化方法。对此,本文提出一种... 长期的能耗数据记录和分析有助于发现能源消耗的趋势和规律,为制定碳减排策略提供重要参考。重点碳排放监测用户的能耗数据涉及多种类型,不仅要对用户的能耗数据聚类进行分析,还需研究更加精确的聚类结果可视化方法。对此,本文提出一种基于Tent混沌序列灰狼优化的模糊C-均值算法(TGWO-FCM),对用户的能耗数据进行分析。将用户能耗数据的聚类中心看作灰狼个体进行寻优,解决FCM算法对初始聚类中心位置敏感、容易陷入局部最优的缺点;采用均匀流形逼近与投影(UMAP)的数据降维方法降低能耗数据的复杂度,将高维能耗数据映射到二维或三维空间中,从而实现对数据的直观可视化。实验结果表明,本文方法可将具有相似能耗模式的用户归为同一类别,不仅揭示了用户间的能耗模式差异,还为制定针对性的节能减排政策提供了科学依据。 展开更多
关键词 混沌序列 灰狼算法 聚类 多维能耗数据 数据降维
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Pseudo-random sequence generator based on the generalized Henon map 被引量:2
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作者 ZHENG Fan TIAN Xiao-jian SONG Jing-yi LI Xue-yan 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2008年第3期64-68,共5页
By analysis and comparison of several chaotic systems that are applied to generate pseudo-random sequence, the generalized Henon map is proposed as a pseudo-random sequence generator. A new algorithm is created to sol... By analysis and comparison of several chaotic systems that are applied to generate pseudo-random sequence, the generalized Henon map is proposed as a pseudo-random sequence generator. A new algorithm is created to solve the problem of non-uniform distribution of the sequence generated by the generalized Henon map. First, move the decimal point of elements in the sequence to the fight; then, cut off the integer; and finally, quantify it into a binary sequence. Statistical test, security analysis, and the application of image encryption have strongly supported the good random statistical characteristics, high linear complexity, large key space, and great sensitivity of the binary sequence. 展开更多
关键词 pseudo-random sequence CHAOS the generalized Henon map
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Chaotic block iterating method for pseudo-random sequence generator 被引量:1
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作者 CHEN Shuai ZHONG Xian-xin 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2007年第1期45-48,共4页
A pseudo-random sequence generator is a basic tool for cryptography. To realize a pseudo-random sequence generator, a new block iterating method using shifter, multiplier, and adder operations has been introduced. By ... A pseudo-random sequence generator is a basic tool for cryptography. To realize a pseudo-random sequence generator, a new block iterating method using shifter, multiplier, and adder operations has been introduced. By increasing the iteration of the counter and by performing calculations based on the initial value, an approximate pseudo-random sequence was obtained after exchanging bits. The algorithm and the complexity of the generator were introduced. The result obtained from the calculation shows that the self-correlation of the "m" block sequence is two-valued; the block field value is [0, 2^m - 1 ], and the block period is 2^m+8 - 1. 展开更多
关键词 pseudo-random sequence GENERATOR algorithm calculation
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Pseudo-Randomness of Certain Sequences of k Symbols with Length pq 被引量:1
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作者 陈智雄 杜小妮 吴晨煌 《Journal of Computer Science & Technology》 SCIE EI CSCD 2011年第2期276-282,共7页
The theory of finite pseudo-random binary sequences was built by C. Mauduit and A. Sarkozy and later extended to sequences of k symbols (or k-ary sequences). Certain constructions of pseudo-random sequences of k sym... The theory of finite pseudo-random binary sequences was built by C. Mauduit and A. Sarkozy and later extended to sequences of k symbols (or k-ary sequences). Certain constructions of pseudo-random sequences of k symbols were presented over finite fields in the literature. In this paper, two families of sequences of k symbols are constructed by using the integers modulo pq for distinct odd primes p and q. The upper bounds on the well-distribution measure and the correlation measure of the families sequences are presented in terms of certain character sums over modulo pq residue class rings. And low bounds on the linear complexity profile are also estimated. 展开更多
关键词 stream ciphers pseudo-random sequences well-distribution measure correlation measure discrete logarithm modulo pq residue class rings character sums
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基于多维灰色组合模型的CPI预测应用研究
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作者 王旻燕 王兴龙 汪亚 《软件》 2025年第2期37-39,共3页
CPI能够反映一定时期内人们购买一组代表性商品和服务总花费的变化情况。为提高多维灰色模型对区间数序列预测的精确度,本文将两个多维区间数序列灰色模型MINGM(0,2)、MINGM(1,2)进行组合。首先,分别建立两个单一模型并根据二者自身的... CPI能够反映一定时期内人们购买一组代表性商品和服务总花费的变化情况。为提高多维灰色模型对区间数序列预测的精确度,本文将两个多维区间数序列灰色模型MINGM(0,2)、MINGM(1,2)进行组合。首先,分别建立两个单一模型并根据二者自身的拟合及预测结果确定变权系数,从而建立新的多维灰色组合模型;其次,用我国2008—2024年CPI数据作为系统特征序列,将衣着类居民消费价格指数作为相关因素序列,对组合模型的准确性进行评价。结果表明,改进后的多维灰色组合模型不论是拟合还是预测精度都得到了显著提升。 展开更多
关键词 多维灰色模型 区间数序列 变权组合预测 CPI
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基于多维Hausdorff距离算法的二次回路电流错接线远距离同步检测方法
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作者 苏玉忠 赵通汉 +1 位作者 赵志东 付强 《微型电脑应用》 2025年第4期101-105,共5页
电网中二次回路电流错接线故障会对线路造成较大损失,采用合理方法判断电流接线状态可以有效降低故障维修成本,为此,提出基于多维Hausdorff距离算法的二次回路电流错接线远距离同步检测方法。利用变电站实际二次回路电流连接特点,采集... 电网中二次回路电流错接线故障会对线路造成较大损失,采用合理方法判断电流接线状态可以有效降低故障维修成本,为此,提出基于多维Hausdorff距离算法的二次回路电流错接线远距离同步检测方法。利用变电站实际二次回路电流连接特点,采集二次回路电流错接线数据,提取电流在本组绕组内两相混接的故障特征。利用多维Hausdorff距离算法获取二次回路电流数据集,进行二次回路电流错接线远距离同步检测,若距离异常,则表明二次回路电流存在错接线故障。实验表明,所提方法能够有效分析错接线发生时相电流的波动变化,A相、B相零序电流在错接线时的电流值分别在80 mA至-80 mA、40 mA至-40 mA上下波动,检测准确率较高,可为定位实际故障点提供帮助。 展开更多
关键词 多维Hausdorff距离 二次回路 电流错接线 故障位置 零序电流
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结合因果卷积的非平稳学习倒置Transformer的时间序列预测模型
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作者 李子烨 乔钢柱 《计算机系统应用》 2025年第4期184-194,共11页
针对当前时间序列预测任务中存在多维特征建模困难、数据非平稳、预测准确性要求高等问题,提出结合因果卷积的非平稳学习倒置Transformer模型.该模型首先利用倒置嵌入时间序列数据交换注意力机制和前馈神经网络原有功能,使用注意力机制... 针对当前时间序列预测任务中存在多维特征建模困难、数据非平稳、预测准确性要求高等问题,提出结合因果卷积的非平稳学习倒置Transformer模型.该模型首先利用倒置嵌入时间序列数据交换注意力机制和前馈神经网络原有功能,使用注意力机制学习时间序列数据的多元相关性,前馈神经网络学习时间序列的时间依赖性,在多维时间序列时间及变量上建模,增强模型在时间维度和变量间关系的泛化能力,从而提高模型的可解释性.然后,利用序列平稳化模块解决数据非平稳性问题以提高模型的可预测能力.最后使用结合因果卷积的非平稳学习注意力机制将平稳化模块中消失的关键特征与信息重新引入,从而提高模型的预测准确性.与PatchTST、iTransformer、Crossformer等多个主流基准模型进行比较,所提模型在Exchange等4个数据集上的均方误差平均下降了6.2%–65.0%.通过消融实验表明本文的倒置嵌入模块、结合因果卷积的非平稳学习注意力模块能有效提升时间序列预测的准确度. 展开更多
关键词 多维时间序列 倒置嵌入 序列平稳化 因果卷积 非平稳学习
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