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Prediction of Success and Complex Event processing in E-Learning 2

Prediction of Success and Complex Event Processing in E-Lear...

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2nd international conference on Electrical, Communication and computer Engineering, ICECCE 2020

作者： Sudan, Berk Cansiz, Sergen Ogretici, Emre Aktas, Mehmet S. Morpa RD Center Istanbul Turkey YTU Computer Engineering Dept. Istanbul Turkey

ISBN: (纸本)9781728171166

Tracking, modelling and understanding user activities in e learning platforms have become an emerging need in recent years. Understanding the user's learning behavior will allow e learning platforms to produce actions that might improve the learning process for the users. This study is focusing on the design of distributed software architecture of a system, which could track, model, understand the user behavior and produce actions to help users to have a better learning experience. We provide a prototype implementation of the proposed architecture and evaluate its performance for varying message loads. The results indicate that the proposed system can perform well and its processing overhead is negligible. © 2020 IEEE.

关键词： E-learning

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Numerical simulation of Metal Particle Scattering Driven by Explosive Based on ANSYS/LS-DYNA

Numerical Simulation of Metal Particle Scattering Driven by ...

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Intelligent Computing and Human-computer Interaction (ICHCI), international conference on

作者： HuaLin Yang CeAn Guo WanJiang Zhao Quan Liu School of Equipment Engineering Shenyang Ligong University Shenyang Liaoning Liaoshen Industries Croup Co. Ltd Shenyang Liaoning School of materials science and engineering Shenyang Ligong University Shenyang Liaoning

ISBN: (纸本)9781665407656

In order to avoid the damage of ammunition to irrelevant personnel in modern war, low collateral damage has been more and more important in urban combat. This paper studied the key problems in the design of a controllable warhead with low collateral damage. In the design of a controlled warhead with low collateral damage, numerical simulation of explosive driven metal particle scattering was carried out based on ANSYS/LS-DYNA, and the acceleration process of explosive driven metal particles was obtained, and the curves of different mass metal particles with time were given. In addition, the scattering law of the same mass explosive of driving different mass metal particles was also summarized. The above research can provide theoretical basis for the design of a controllable warhead with low collateral damage.

关键词： Human computer interaction Powders Tungsten process control Particle scattering Reliability theory Numerical simulation

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FPGA Placement Optimization with Deep Reinforcement Learning

FPGA Placement Optimization with Deep Reinforcement Learning

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computer Engineering and Intelligent Control (ICCEIC) international conference on

作者： Junpeng Zhang Fang Deng Xudong Yang School of Computer Science Beijing University of Posts and Telecommunications Beijing China

ISBN: (纸本)9781665402132

The Simulated annealing algorithm has been widely used in FPGA placement. In this paper, we use deep reinforcement learning to enhance the simulation annealing algorithm. We use the Deep Q-Networks based on graph convolution to implement deep reinforcement learning algorithm instead of random method to select the moving block when placer swaps blocks. Experiments show that our method can get a better placement faster than the original VTR in early stage of the placement process.

关键词： Costs Annealing Convolution Reinforcement learning Simulated annealing Logic gates Video recording

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Research on intelligent substation simulation modelling technology based on data acquisition technology 2

Research on intelligent substation simulation modelling tech...

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2nd international conference on Oil and Gas Engineering and Geological Sciences, OGEGS 2020

作者： Zhang, Kexin Tan, Long Xu, Minhu Han, Siwei Zhang, Dewen Chen, Shiyu State Grid Heilongjiang Electric Power Co. Ltd. Electric Power Research Institute Harbin China

The introduction of intelligent substation process layer network has caused great changes in the data source and transmission method of relay protection, and its action performance and reliability are increasingly dependent on the communication network. The data flow of the relay protection in the intelligent substation and the communication mechanism of each message are analysed. Based on the IEC61850 standard, the process layer network and the relay protection IED device are modelled on the OPNET simulation software to realize the MU of the relay protection in the intelligent substation the whole process simulation of data collection, SV message, GOOSE message, protection algorithm and protection export. Combined with the example of current protection, the principle and realization mechanism of modelling and simulation are explained, and its feasibility and effectiveness are verified, which provides a new effective research tool for the quantitative analysis of relay protection in smart substations. © Published under licence by IOP Publishing Ltd.

关键词： Data acquisition

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Optimizing System Design Through thermal Analysis with Cubesatellite as Case Study 27th

Optimizing System Design Through Thermal Analysis with Cubes...

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27th international conference on Systems, Software and Services process Improvement (EuroSPI)

作者： Wendland, Andre Bumann, Marc Martin, Shane Niemann, Joerg Bosman, Stephen Univ Appl Sci Dusseldorf Dept Elect Engn & Informat Technol Miinsterstr 156 D-40476 Dusseldorf Germany Univ Appl Sci Dusseldorf Dept Mech & Proc Engn Miinsterstr 156 D-40476 Dusseldorf Germany Cape Peninsula Univ Technol Dept Mech Engn Symphony Way ZA-7535 Cape Town South Africa Cape Peninsula Univ Technol Dept Ind & Syst Engn Symphony Way ZA-7535 Cape Town South Africa

ISBN: (纸本)9783030564414;9783030564407

ZACube-2 is 3-Unit nanosatellite operating in low earth orbit. As for many electronic devices, the temperature within the satellite is an important factor for the function of some components. Following the assumption that thermal behavior can be modelled by software, ZACube-2 needs to be modelled, simplified, meshed and analysed in NX 12, a computer aided design and simulation software. To do so required an accurate but simple finite element model of the printed circuit boards (PCBs) for the various satellite subsystems. Specific material properties and finite element methods for modelling PCBs were found. These properties and methods were found by simulating the PCB behavior under thermal loading and comparing to that of tested specimens. The results showed an accuracy between the simulated and tested results of within 3%. The PCBs are used for almost all electronic hardware. They are complex and the approach used introduces a way of modelling them in a simplified but accurate method and using the findings for thermal modelling. These methods and procedures can be used in various industries that have electronics that are at the risk of overheating to improve the designing process and the efficiency of the product.

关键词： Satellite ZACube-2 CubeSat thermal analysis PCB

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Autonomous Micro-Robot like Sperm based on Piezoelectric Actuator 2

Autonomous Micro-Robot like Sperm based on Piezoelectric Act...

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2nd international conference on Electrical, Communication and computer Engineering, ICECCE 2020

作者： Rashid, Mofeed Turky Naser, Farah Abbas Mjily, Anwer Hammadi University of Basrah Electrical Engineering Department Basrah Iraq Computer Center University of Basrah Basrah Iraq

ISBN: (纸本)9781728171166

Most cases of poor fertilization suffered by men due to the abnormal shape of sperm, weak sperm activity, few numbers of sperm, or the high viscosity of semen. In this paper, an autonomous micro-robot like sperm has been designed that helps the couple to complete the fertility process which, the physical structure of the proposed micro-robot has been described. Micro-Robot mathematical model has been derived based on observation of sperm motion to evaluate the required thrust force produced by the micro-robot tail. The piezoelectric system has been used for implementing the motion generation of robots. The proposed robot is simulated by Solidworks software, which the simulation results indicated to the success of the proposed design and ability to generate thrust force for the robot. © 2020 IEEE.

关键词： Piezoelectric actuators

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Non-rigid shaft processing with pre-emphasis of tool trajectory on CNC machines 2

Non-rigid shaft processing with pre-emphasis of tool traject...

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2nd international Scientific conference on Metrological Support of Innovative Technologies, ICMSIT 2020

作者： Starostin, A.P. Pegashkin, V.F. University named after the first President of Russia B.N. Yeltsin Krasnogvardeiskaya st.59 Sverdlovsk Region Nizhny Tagil622001 Russia Ural Federal University Named after the First President of Russia B.N. Mira St.Yeltsin 19 Yekaterinburg 620002 Russia

This article presents shaft accuracy increase method using a mathematical modelling. This modelling considers deformation of process system at required process modes. Herewith, given are experimental findings for several approaches, which confirm the effectiveness of the method use. Thus, decrease of an error by at least 42% turned out well when using the given mathematical modelling. © Published under licence by IOP Publishing Ltd.

关键词： computer control systems

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Image Encryption System Based On Chaotic System And DNA Computing

Image Encryption System Based On Chaotic System And DNA Comp...

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computer Engineering and Intelligent Control (ICCEIC) international conference on

作者： Yunyi Li Jiangfeng Xu School of Information Engineering Zhengzhou University Zhengzhou China

ISBN: (纸本)9781665402132

The misuse and arbitrary tampering of digital images by third parties pose a threat to the security and privacy of human subjects, requiring the development of good encryption techniques to meet the security needs of digital images. In this paper, we focus on the image encryption algorithm based on the combination of hyper chaotic system and DNA operation, which divides the digital image into three two-dimensional matrices by R, G and B channels, encrypts the image in blocks, and the chaotic sequence generated by the chaotic system determines the DNA coding, decoding and operation of each image block in the encryption process. The number of chaotic systems in the algorithm is increased and the encryption process is optimized to address the problems of low key space and inability to resist cropping attacks. The simulation results show that the improved encryption algorithm can resist the exhaustive key attack, the correlation of adjacent elements of the encrypted image is greatly reduced, and the encrypted image is resistant to cropping.

关键词： Privacy Image coding Image color analysis Digital images simulation DNA Resists

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Student's attendance management using deep facial recognition 2

Student's attendance management using deep facial recognitio...

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2nd IEEE international conference on Electronics, Control, Optimization and computer Science, ICECOCS 2020

作者： Hachad, Tarik Sadiq, Abdelalim Ghanimi, Fadoua Ibn Toufail University Laboratory of Information Modelling and Communication Systems Faculty of Sciences Kenitra Morocco University Hassan II Laboratory of Technological Information and Modeling Faculty of Sciences Ben m'Sick Casablanca Morocco

ISBN: (纸本)9781728169217

Managing student attendance is a repetitive and time-consuming task for both teachers and school administrators. For this reason, we thought of automating this task by deploying the recent advances of machine learning. In this article, we propose an attendance management system based on facial detection and recognition. The classroom is continuously photographed using a camera. An in-depth analysis is applied to the captured images to detect and extract the facial features of the students. Next, a pattern recognition model predicts their identities. The results of the experiment validate the proposed architecture. The process of marking the students' attendance is maintained without any human intervention. © 2020 IEEE.

关键词： Face recognition

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Evolutionary Analysis of the Servitization of Manufacturing Enterprises Based on Evolutionary Game Theory

Evolutionary Analysis of the Servitization of Manufacturing ...

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computer Science and Management Technology (ICCSMT), international conference on

作者： Jin Liu Yifang Zhan Jinchao Guo Jian Weng School of Transportation and Economic Management Guangdong Communication Polytechnic Guangzhou China School of Management Guangzhou Xinhua University Guangzhou China

ISBN: (纸本)9781665420648

The service-oriented upgrading of traditional manufacturing industry is a dynamic process in which enterprises in the industry interact and play with each other. This study utilized evolutionary game theory to establish an evolutionary game model for the servitization of enterprises in the traditional manufacturing industry from the perspective of the game behavior of manufacturing enterprises. Through computer simulation, some of the factors affecting the servitization of manufacturing enterprises were analyzed. The results show that government subsidies have a positive effect on the servitization of manufacturing enterprises; the allocation ratio of the total benefits of servitization within the industry must be set in a reasonable interval to promote the servitization of enterprises; the smaller the speculative income, the higher the possibility of enterprises implementing servitization. Finally, suggestions are given to promote the servitization of enterprises.

关键词： Manufacturing industries computer science computer simulation Computational modeling Government Games Manufacturing

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