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Solving Multi-Area Environmental/Economic Dispatch by Pareto-Based Chemical-Reaction Optimization Algorithm

IEEE/CAA Journal of Automatica Sinica 2019年第5期6卷 1240-1250页

作者： Junqing Li Quanke Pan Peiyong Duan Hongyan Sang Kaizhou Gao the School of Computer Science Liaocheng UniversityLiaocheng 252059China the School of Mechatronic Engineering and Automation Shanghai UniversityShanghai 200072China the School of Information Science and Engineering Shandong Normal UniversityJinan 250014China the Macao Institute of Systems Engineering Macao University of Science and TechnologyMacao 999078China

In this study, we present a Pareto-based chemicalreaction optimization(PCRO) algorithm for solving the multiarea environmental/economic dispatch optimization *** objectives are minimized simultaneously, i.e., total fuel cost and emission. In the proposed algorithm, each solution is represented by a chemical molecule. A novel encoding mechanism for solving the multi-area environmental/economic dispatch optimization problems is designed to dynamically enhance the performance of the proposed algorithm. Then, an ensemble of effective neighborhood approaches is developed, and a selfadaptive neighborhood structure selection mechanism is also embedded in PCRO to increase the search ability while maintaining population diversity. In addition, a grid-based crowding distance strategy is introduced, which can obviously enable the algorithm to easily converge near the Pareto front. Furthermore,a kinetic-energy-based search procedure is developed to enhance the global search ability. Finally, the proposed algorithm is tested on sets of the instances that are generated based on realistic production. Through the analysis of experimental results, the highly effective performance of the proposed PCRO algorithm is favorably compared with several algorithms, with regards to both solution quality and diversity.

关键词： Chemical-reaction optimization algorithm gridbased crowding distance multi-area environmental/economic dispatch (MAEED) problem multi-objective optimization

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Two-dimensional encoding schema and genetic operators

Two-dimensional encoding schema and genetic operators

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9th Joint Conference on information Sciences, JCIS 2006

作者： Tsai, Ming-Wen Hong, Tzung-Pei Liu, Tung-Kuan Department of Management Information Systems National Chengchi University Department of Computer Science and Information Engineering National University of Kaohsiung Department of Mechanical and Automation Engineering National Kaohsiung First University of Science and Technology

ISBN: (纸本)9078677015

In this paper, we propose a new genetic algorithm based on the two-dimensional encoding method. Appropriate two-dimensional crossover and mutation operations are designed based on the two-dimensional representation to generate the next generations. A two-dimensional repairing mechanism is also proposed to adjust infeasible chromosomes into feasible ones. Experiments are finally made to show the effectiveness of the proposed genetic algorithm.

关键词： Gene encoding

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A Method for Quality Evaluation of Multi-exposure Fusion Images with Multi-scale Gradient Magnitude 17th

A Method for Quality Evaluation of Multi-exposure Fusion Ima...

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17th Chinese Intelligent systems Conference, CISC 2021

作者： Zhu, Zhiqin Liang, Huahua Li, Yuanyuan Qi, Guanqiu Automation College Chongqing University of Posts and Telecommunications Chongqing400065 China Computer Information Systems Department Buffalo State College BuffaloNY14222 United States

ISBN: (纸本)9789811663239

Multi-exposure fusion (MEF) combines multiple images with different exposures taken in the same scene into a more detailed image. Aiming at the problems of messy structure, brightness and color distortion of MEF images obtained by different fusion algorithms. The gradient is more sensitive to the distortion of the image structure, so we propose a full-reference quality evaluation method called the multi-scale gradient magnitude similarity quality evaluation method (MGMS). In a single scale, from the perspective of reference image fusion, a quality evaluation algorithm for multi-exposure fusion images based on gradient amplitude is obtained. The quality evaluation values of each scale are weighted and combined to obtain the final multi-exposure fusion image quality evaluation result. The experimental results show that the Pearson linear correlation coefficient (PLCC) and Spearman rank-order correlation coefficient (SROCC) of this method are about 0.8782 and 0.8670, respectively, which are better than the existing MEF image quality evaluation method, more in line with reality, and human visual perception. © 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Image fusion

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Maturity Evaluation of SDKs for I4.0 Digital Twins 28

Maturity Evaluation of SDKs for I4.0 Digital Twins

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28th IEEE International Conference on Emerging Technologies and Factory automation, ETFA 2023

作者： Braunisch, Nico Lehmann, Robert Wollschlaeger, Martin Ristin, Marko Van De Venn, Hans Wernher Otto, Björn Kleinert, Tobias TU Dresden Institute of Applied Computer Science Dresden Germany Institute of Mechatronic Systems Zurich Switzerland Otto von Guericke University Institute for Automation & Communication Magdeburg Germany RWTH Aachen University Information and Automation Systems for Process and Material Technology Aachen Germany

ISBN: (纸本)9798350339918

Digital twins, the virtual representations of physical assets, processes or systems, are becoming increasingly important in cyber-physical systems. They are a foundational block of Industry 4.0, the movement to digitalize industrial *** Asset Administration Shell (AAS) has been established as the preferable model to capture interoperable digital twins in the context of Industry 4.0. As asset administration shells become more prevalent, so does the need for specialized software development kits (SDKs) to manage *** intertwined Industry 4.0 value chains are highly dependent on interoperability. The SDKs for AAS are often the direct interface between the components, and the malfunctioning of the SDKs leads to the breakage of the value chain. It is therefore important that we have the tools to determine how individual SDKs behave, and detect when they malfunction. In this work, we implement an approach to assessing the maturity of the SDKs for managing asset administration shells, and perform a thorough survey and evaluation of the existing SDKs. © 2023 IEEE.

关键词： Shells (structures)

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The Chinese ‘‘HumanFlesh’’ Web:the first decade and beyond

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Chinese Science Bulletin 2014年第26期59卷 3352-3361页

作者： Fei-Yue Wang Daniel Zeng Qingpeng Zhang James A. Hendler Jianping Cao The State Key Laboratory of Management and Control for Complex Systems Institute of Automation Chinese Academy of Sciences Department of Management Information Systems The University of Arizona Tucson Department of Systems Engineering and Engineering Management City University of Hong Kong Tetherless World Constellation Department of Computer Science Rensselaer Polytechnic Institute Troy The Research Center for Computational Experiments and Parallel Systems National University of Defense Technology

Human flesh search(HFS), a Web-enabled crowdsourcing phenomenon, originated in China a decade ago. In this article, we present the first comprehensive empirical analysis of HFS, focusing on the scope of HFS activities, the patterns of HFS crowd collaboration process, and the characteristics of HFS participant networks. A survey of HFS participants was conducted to provide an in-depth understanding of the HFS community and various factors that motivate these participants to contribute. This article also advocates a new stream of Web science and social computing research that will be important in predicting the future growth and use of the World Wide Web.

关键词：中国人网址肉 Web功能实证分析参与者共同体万维网

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Blockchain-based EVs Charging Right Trading Model 6

Blockchain-based EVs Charging Right Trading Model

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6th IEEE International Electrical and Energy Conference, CIEEC 2023

作者： Li, Yuanyuan Ma, You Zhu, Zhiqin Qi, Guanqiu Zhou, Zhihao Huang, Xin College of Automation Chongqing University of Posts and Telecommunications Chongqing China State University of New York at Buffalo State Computer Information Systems Department Buffalo United States

ISBN: (纸本)9798350346671

The traditional charging transaction model between electric vehicles (EVs) and the grid has low transparency and difficult settlement. To address this problem, this paper designs a demand-side response charging right transaction mechanism based on blockchain technology. First, a trinity of blockchain transaction system of power distribution network (PDN)-charging station (CS)-EVs is constructed. Second, a charging reservation mechanism and a creditworthiness evaluation mechanism is established to schedule the power quota of CS. Finally, the test results show the fairness and efficiency of the proposed charging right trading model. © 2023 IEEE.

关键词： Blockchain

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Sensitivity analysis of digital filters using the continued fraction expansion 1

Sensitivity analysis of digital filters using the continued ...

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1st Moscow Workshop on Electronic and Networking Technologies, MWENT 2018

作者： Lesnikov, V. Naumovich, T. Chastikov, A. Department of Radioelectronic Means Faculty of Automation and Computer Engineering Institute of Mathematics and Information Systems Vyatka State University Moscow str. 36 Kirov610000 Russia

ISBN: (纸本)9781538634974

It is known that many structural schemes can be used to implement digital filters. Some structures of digital filters are characterized by low sensitivity of the characteristics to the accuracy of the representation of the coefficients. A separate group of methods for the structural synthesis of digital filters is based on the expansion of rational fractions, including transfer functions, into continued fractions. Because of this decomposition, ladder structures are obtained. The sensitivity of such ladder structures is analyzed in this paper. As a measure of the structure sensitivity, estimations of the partial derivatives of the transfer function coefficients with respect to the expansion coefficients in continued fraction were used. The analysis showed that the sensitivity of the transfer function coefficients to some expansion coefficients is very small. However, the presented examples show that the sensitivity to certain coefficients of expansion can exceed the sensitivity of the classical direct and the canonic forms. © 2018 IEEE.

关键词： IIR filters

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Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking 31

Learning Attentions: Residual Attentional Siamese Network fo...

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31st IEEE/CVF Conference on computer Vision and Pattern Recognition (CVPR)

作者： Wang, Qiang Teng, Zhu Xing, Junliang Gao, Jin Hu, Weiming Maybank, Stephen University of Chinese Academy of Sciences Beijing China School of Computer and Information Technology Beijing Jiaotong University Beijing China National Laboratory of Pattern Recognition Institute of Automation Chinese Academy of Sciences Beijing China Department of Computer Science and Information Systems Birkbeck College University of London UK

ISBN: (纸本)9781538664209

Offline training for object tracking has recently shown great potentials in balancing tracking accuracy and speed. However, it is still difficult to adapt an offline trained model to a target tracked online. This work presents a Residual Attentional Siamese Network (RASNet) for high performance object tracking. The RASNet model reformulates the correlation filter within a Siamese tracking framework, and introduces different kinds of the attention mechanisms to adapt the model without updating the model online. In particular, by exploiting the offline trained general attention, the target adapted residual attention, and the channel favored feature attention, the RASNet not only mitigates the over-fitting problem in deep network training, but also enhances its discriminative capacity and adaptability due to the separation of representation learning and discriminator learning. The proposed deep architecture is trained from end to end and takes full advantage of the rich spatial temporal information to achieve robust visual tracking. Experimental results on two latest benchmarks, OTB-2015 and VOT2017, show that the RASNet tracker has the state-of-the-art tracking accuracy while runs at more than 80 frames per second.

关键词： Target tracking Correlation Feature extraction Training Adaptation models Visualization Object tracking

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An open standards-based service infrastructure for industrial telematics

An open standards-based service infrastructure for industria...

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IEEE International Conference on Industrial Informatics (INDIN)

作者： S.A. Sierla J.P. Peltola M. Mattila K.O. Koskinen Information and Computer Systems in Automation Helsinki University of Technology Finland

The business opportunities in after-sales services such as condition based maintenance were noticed by many vendors of process and automation equipment before adequate standards and architectures became available. Consequently, at a client's premises there are many units of process equipment, software modules and Internet connections that have been installed by different vendors, and this uncoordinated work has created serious interoperability, maintainability and security problems. This paper proposes an open standards-based service architecture for industrial telematics that supports interoperability, software component lifecycle management and secure execution and communication of components in a multi-vendor environment

关键词： Telematics automation Wide area networks Business Internet Security computer architecture computer industry Remote monitoring Product design

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On the peculiarities of the exchange of data between applications in high-level languages and matlab functions 1

On the peculiarities of the exchange of data between applica...

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1st Workshop computer Science and Engineering in the framework of the 5th International Scientific-Methodical Conference "Problems of Mathematical and Natural-Scientific Training in Engineering Education, CSITinMNSTinEE 2018

作者： Krasnovidov, Alexander V. Khomonenko, Anatoly D. Zabrodin, Andrew V. Smirnov, Alexander V. Department of Information and Computer Systems Emperor Alexander I St. Petersburg State Transport University St. Petersburg Russia Laboratory of Computer Aided Integrated Systems St.Petersburg Institute for Informatics and Automation of the RAS Saint Petersburg Russia

The possibilities of data exchange between functions in the language of the Matlab system with applications in high-level languages are considered. Programs in high-level languages appropriately to use in conjunction with mathematical packages to collect data, control various technological processes, and perform other similar actions. The instrumental means of organizing such an exchange are characterized. It had been shown the feasibility of integrating applications in high-level languages and the M-function of the Matlab system, if necessary, to organize input / output of large amounts of data. Copyright © by the papers’ authors.

关键词： Electronic data interchange

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