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检索条件"任意字段=4th International Conference on Art, Science, and Engineering of Programming, Programming 2020"

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Rearch on AI industry prediction based on Markov model 22

Rearch on AI industry prediction based on Markov model

引用

Proceedings of the 4th international conference on Advanced Information science and System

作者： Li Xu Lu Jian Xun Zhang School of Information Technology and Engineering Tianjin University of Technology and Education China

ISBN: (纸本)9781450397933

artificial intelligence has become the core driving force of a new round of industrial transformation, and scientific and accurate artificial intelligence industry development prediction is of great strategic significance for improving the quality of industrial development and future industrial chain development planning. Taking the development of artificial intelligence industry in Tianjin as an example, the future development trend of artificial intelligence industry is predicted and analyzed by the quantitative comparison and analysis of Markov linear programming mathematical model. Using variable substitution method, the quadratic programming model is transformed into a linear programming model, which not only has mature solution software, but also can be solved analytically, which is more convenient and reliable. the Markov property programming model reduces the time, simplifies the complexity, reduces the difficulty of model solving, and the prediction accuracy value is high, with the average error value accounting for 2.96%, 2.07%, and 5.03%. Finally, combined with the artificial intelligence refinement industry, the countermeasures to cultivate and accelerate the development of artificial intelligence industry in Tianjin are discussed from three levels: basic industry support, technology industry innovation and application industry expansion.

关键词： artificial intelligence industry forecast Markov linear programming model analysis

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An N-1 Short-Time Security Constrained Dispatch for Hybrid AC/DC Power Systems: Chance Constrained Approach

An N-1 Short-Time Security Constrained Dispatch for Hybrid A...

引用

IEEE conference on Energy Internet and Energy System Integration (EI2)

作者： Huiying Wang Yi Tan Yijia Cao Yong Li Changfeng Liao College of Electrical and Information Engineering Hunan University Changsha China Changsha University of Science and Technology Changsha China

ISBN: (数字)9781728196060

ISBN: (纸本)9781728196077

this paper proposes an optimal power flow model for hybrid AC/DC power systems based on chance constrained programming. the safe operation constraint set of hybrid AC/DC power systems is constructed with consideration of both the N-l post-contingency short-time and long-time security operation. Our model is to nearly optimize the expectation of the sum of the weighted generation costs in the normal operation and the post-contingency long-time period. the proposed stochastic model is solved by using the point estimate method and the equivalent formulations of chance constraints. Finally, the effectiveness of the proposed model is validated by investigating different factors such as the uncertainty level.

关键词： Uncertainty Stochastic processes programming Wind power generation Hybrid power systems Security Load flow

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An Interval programming Based OPF Model Considering N-1 Security Criterion for Hybrid AC/DC Power Systems

An Interval Programming Based OPF Model Considering N-1 Secu...

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IEEE conference on Energy Internet and Energy System Integration (EI2)

作者： Huiying Wang Yi Tan Changfeng Liao Yijia Cao Yong Li College of Electrical and Information Engineering Hunan University Changsha China Changsha University of Science and Technology Changsha China

ISBN: (数字)9781728196060

ISBN: (纸本)9781728196077

In this paper, an interval programming based optimal power flow model is proposed to consider the interval uncertainty of wind power in the operation of hybrid AC and DC power systems. In the proposed model, the prediction error of the wind power and the uncertainties of the realistic limits of the branch flow are treated as interval numbers. Also, both the post-contingency short-term and long-term security operation are considered to achieve a more secure power system operation by the fast control of voltage source converters. the proposed uncertain optimization model is transformed into a deterministic optimization one by using the interval order relationship conversion. Finally, the proposed model is validated by the simulations on the modified IEEE 14-bus system.

关键词： Predictive models Wind power generation Hybrid power systems Security Optimization Load modeling Load flow

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Efficient Privacy-Preserving Binary Tree Search 3rd

Efficient Privacy-Preserving Binary Tree Search

引用

3rd international conference on Machine Learning for Cyber Security, ML4CS 2020

作者： Yang, Ruidi Sun, Maohua School of Management and Engineering Capital University of Economics and Business Beijing100070 China Grant Numbers: CIT CUEB Supporting Plan for the Youth Backbone Teachers Beijing China

ISBN: (纸本)9783030622220

Binary search tree is a common structure in computer programming and is currently widely used in many scenarios, such as routing search engine in routers, massive data concurrent query, set/multiset, map in C++ STL, and Linux Such technology is applied to memory management and the like. However, with the development of network technology, people’s demand for privacy protection has gradually increased. the leakage of many key information will cause serious consequences, and also restrict the application and development of network technology. In the process of binary tree search, it is easy to have such a problem: the searched party may only want to provide the location of the searched data without exposing all the data in the entire binary search tree;at the same time, the searcher does not want to expose itself the information you need to find. this leads to issues related to the privacy protection of binary search trees. In response to the above problems, we have proposed a binary tree search solution that can protect privacy, which is used to solve the data leakage problem that may exist during the search process of the binary tree. the feature of the scheme proposed in the text is that it integrates two technologies of binary search tree and obfuscation circuit, so as to effectively protect the binary search tree and perform the search without leaking data. And the security analysis shows that the protocol we proposed is very safe and efficient, which can protect the data beneficially. © 2020, Springer Nature Switzerland AG.

关键词： Timing circuits

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A Reflection-Based Approach for Reusing Software Architecture

A Reflection-Based Approach for Reusing Software Architectur...

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international conference on Wireless Communications, Networking and Mobile Computing (WiCom)

作者： Peng Ye Shi Ying Wen-Jie Yuan Jun-Feng Yao Ju-Bo Luo Lin-Lin Zhang College of Computer Science Wuhan University of Science and Engineering Wuhan Hubei P.R.China State Key Laboratory of Software Engineering Wuhan University Wuhan Hubei P.R. China School of Information Science and Engineering Xinjiang University Urumqi Xinjiang P.R. China

Reusing software architecture, which is a kind of coarse-grained software resources at design time, is always a very difficult problem in the realm of software engineer. We consider that the lack of information and techniques, which support the process of reusing software architecture, may result in this problem. So this paper proposes an approach, called ArchBean, which can provide information and technical support for the reuse of architectural level design. ArchBean includes two important basic constituents: RIM4RSA-reflective information model for reusing software architecture and R-ADL. In this paper, we firstly introduce RIM4RSA which can provide information support for creation of reusable architecture resource by modeling architectural information and meta- information. then we illustrate an architecture description language, called R-ADL, which can provide technical support for description of the reusable software architecture constructed in term of RIM4RSA. Moreover, we demonstrate the main implementation processes of ArchBean.

关键词： Software architecture Computer architecture Reflection Design engineering Software design Software systems Architecture description languages programming Laboratories Software engineering

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Study of Optimal Operation for Huai'an Parallel Pumping Stations with Adjustable-Blade Units Based on Two Stages Decomposition-Dynamic programming Aggregation Method

Study of Optimal Operation for Huai'an Parallel Pumping Stat...

引用

Computer and Computing Technologies in Agriculture IV——4th IFIP TC 12 conference(CCTA2010) Part III

作者： Yi Gong Jilin Cheng Rentian Zhang Lihua Zhang College of Hydraulic Science and Engineering Yangzhou University Jiangsu Surveying and Design Institute of Water Resources Co. Ltd.

ISBN: (纸本)9783642183539

Two-stage decomposition-dynamic programming aggregation method has been first proposed and introduced to solve the mathematical model of daily optimal operation for parallel pumping stations with adjustable-blade *** minimal daily electricity cost of single pump station as objective function,the water quantity pumped by each station as coordinated variable,by means of the type of the pump units this model is decomposed into several first-stage sub-model of daily optimal operation with adjustable-blade for single pump *** taking minimal daily electricity cost of single pump unit as objective function,the water quantity pumped by each unit as coordinated variable,the first-stage sub-model is decomposed into several second-stage sub-model of daily optimal operation with adjustable-blade for single pump unit which takes the blade angle as decision variable,the discrete values of water quantity pumped by each unit as state variable,and is solved by means of dynamic programming *** constructed aggregation model takes daily water quantity pumped by each pump unit as decision variable,the discrete values of water quantity pumped by parallel station group as state variable,and is also solved by dynamic programming *** aggregation process replaces the traditional method of constructing *** method has first solved the optimal operation issues for multi-units of parallel stations with various operation modes,time period division and daily average head of each station,and also provided theoretical support for the study on optimal operation of multi-stage pumping *** Huai'an No.1,No.2,and No.4 parallel pumping stations as a study case,a series of optimization results have been obtained.

关键词： parallel pumping stations decomposition aggregation dynamic programming optimization adjustable-blade

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Backstepping control of pure-feedback multi-input extremum seeking system

Backstepping control of pure-feedback multi-input extremum s...

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Electrical engineering and Control science (IC2ECS), international conference on

作者： Lei Zhang Yalei Liu China Coast Guard Academy Ningbo China

ISBN: (数字)9798331510107

ISBN: (纸本)9798331510114

To solve control problems of pure-feedback multi-input extremum seeking systems based on state feasible domain constraint, extremum seeking method, backstepping control and adaptive control were combined. Firstly, system states’ extremum reference trajectory was designed by extremum seeking method. Secondly, the controller was designed by appropriate Lyapunov function selected by backstepping control method. At last, unknown parameters estimation law was designed by adaptive control method. Objective function extremum was searched under the condition of feasible region constraint was satisfied. Simulation result shows that the proposed design method is effective.

关键词： Electrical engineering Backstepping Parameter estimation Simulation Design methodology Search problems Linear programming Trajectory Adaptive control Lyapunov methods

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Optimal Coordination of Dual-Setting Directional Overcurrent Relays in Microgrids

Optimal Coordination of Dual-Setting Directional Overcurrent...

引用

Workshop on Smart Grid and Renewable Energy (SGRE)

作者： Tareq Foqha Samer Alsadi Shady S. Refaat Department of Electrical Engineering Arab American University Jenin Palestine Department of Electrical Engineering Palestine Technical University-Kadoorie Tulkarm Palestine School of Physics Engineering and Computer Science University of Hertfordshire Hatfield United Kingdom

Microgrids are gaining popularity due to their improved reliability and resilience. However, their protection is challenging due to bidirectional current flow and varying fault current levels in different operating modes. this paper proposes the use of dual-setting directional overcurrent relays for microgrid protection. To demonstrate their effectiveness, a comparative analysis of dual-setting relays and conventional relays is conducted. the relay coordination problem is formulated as a nonlinear programming problem, and the settings of relays are optimally determined using genetic algorithm and an efficient hybrid optimization algorithm that combines the modified firefly algorithm and genetic algorithm to minimize the overall relay operating time for primary relays. the proposed scheme is implemented on the distribution section of the IEEE-14 bus system, demonstrating a reduction in total system operating time with dual-setting directional overcurrent relays.

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Design and Implementation of Marine Engine Room Monitoring and Alarm System

Design and Implementation of Marine Engine Room Monitoring a...

引用

Computer science, Electronic Information engineering and Intelligent Control Technology (CEI), IEEE international conference on

作者： Chunnan Wang Huibing Gan College of Marine Engineering Dalian Maritime University Dalian China

ISBN: (数字)9798350378542

ISBN: (纸本)9798350378559

this paper designs and realizes a marine engine room monitoring and alarm system based on the controller of Siemens PLC, introduces the design means and the practice process in detail, optimizes the system structure then uses the Profinet, carried out the monitor alarm system's each function with the monitoring and communication program which uses the PLC's trapezoidal chart language And with the Visual Studio 2022 as the developing platform, carried out the program in the position machine with the C# programming language. the system has been used in the experimental teaching, scientific research and real ship, and the results show that the system has the merits of better stability, stronger extension, better effect and so on.

关键词： Visualization Protocols Scalability Stability criteria Alarm systems Reliability Monitoring Engines Standards Remote control

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Multi-Time Constrained Dual-Resource Flexible Job Shop Scheduling Based on Multi-Objective Evolutionary Algorithm

Multi-Time Constrained Dual-Resource Flexible Job Shop Sched...

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Machine Learning and Intelligent Systems engineering (MLISE), international conference on

作者： Luda Yang Zhuoxuan Lv Baigang Du Jun Guo School of Mechanical and Electronic Engineering Wuhan University of Technology Wuhan China School of Computer Science Fudan University Fudan University Shanghai China

ISBN: (数字)9798350375077

ISBN: (纸本)9798350375084

this paper presents a new generalization of the uniform dual-resource constrained flexible job shop scheduling problem (DRCFJSP) for automated flexible manufacturing system, considering two multi-time constraints of setup time and transportation time. Design a mixed integer nonlinear programming model with multiple optimization objectives of minimizing maximum completion time, minimizing transportation time and minimizing setup time. And a hybrid multi-objective evolutionary algorithm (HMOEA) is proposed to solve the problem. through simulation experiments on different data sets and algorithm comparison, the effectiveness and feasibility of the proposed algorithm are verified. Finally, we designed thirteen processing cases under different conditions and compared them with four different comparison algorithms, and concluded that the HMOEA algorithm is superior in solving the DRCFJSP problem, which is of great significance to the use of algorithms for optimal design in actual production.

关键词： Machine learning algorithms Job shop scheduling Transportation Production Evolutionary computation programming Manufacturing

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