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The Method of Neural Network Control over the process of Manufacturing Foil Solar Panels 2

The Method of Neural Network Control over the Process of Man...

引用

2nd IEEE international conference on System Analysis and Intelligent Computing, SAIC 2020

作者： Sachenko, Anatoliy Ivakhiv, Orest Vyshnia, Volodymyr Grzeszczyk, Konrad Osolinskyi, Oleksandr Novosad, Stanislav Kochan, Volodymyr Nakonechnyi, Markiyan Kochan, Orest Kopania, Lukasz Kazimierz Pulaski University of Technology and Humanities in Radom Department of Informatics Radom Poland Lviv Polytechnic National University Department of Intelligent Mechatronics and Robotics Lviv Ukraine Dnipropetrovsk State University of Internal Affairs Department of Economic and Information Security Dnipro Ukraine International Vision Machinery VISORT Sp. J Radom Poland Ternopil National Economic University Department for Information Computer Systems and Control Ternopil Ukraine Ternopil National Economic University Research Institute for Intelligent Computer Systems Ternopil Ukraine Lviv Polytechnic National University Department of Computerized Automation Systems Lviv Ukraine Lviv Polytechnic National University Department of Measuring Information Technologies Lviv Ukraine

ISBN: (纸本)9781728190822

Authors have developed a method of control over one of the main technological processes of manufacturing foil solar panels, i.e., burning tracks in the layers of semiconductor material and insulation. The proposed method is based on neural networks trained directly on the control object. This eliminates the laborious process of identifying the parameters of the control object mathematical model and the impact of its error on the training outcomes. To clarify the conditions for optimizing a certain law for generating the control action by neural networks various laws of control have been simulated. It's established that laws of control can be changed according to the current situation of the control object. simulation outcomes proofed that the most efficient is the system with the PI- controller. © 2020 IEEE.

关键词： process control

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simulation aided design of solar-powered UAV 2

Simulation aided design of solar-powered UAV

引用

2020 2nd international conference on computer Modeling, simulation and Algorithm, CMSA 2020

作者： Xiao, Wei Zheng, Zhicheng Fan, Qiongjian Li, Xiaolong Aviation University of Air Force Changchun130022 China

This paper describes a distributed flight dynamic simulation method. It needs reasonable computing resources, and can be applied in the design process of solar-powered UAV. A flight dynamics model is established based on the Hamilton’s principle, with the simulation model, this paper discussed the flight characteristics of the large aspect ratio flexible solar-powered UAV, and the influence of different design schemes, then proposed a simulation aided design method, which can be used to select design parameters of the solar-powered UAV, it can also provide reference for similar UAV design. © 2020 Institute of Physics Publishing. All rights reserved.

关键词： Unmanned aerial vehicles (UAV)

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Research on Numerical simulation of Double Axial Flow Pump Passing through Sand Dune

Research on Numerical Simulation of Double Axial Flow Pump P...

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Artificial Intelligence and computer Engineering (ICAICE), international conference on

作者： Li Zou Junwei Dong Huaibin Zhao Xinyu Ma Yelin Gao State Key Laboratory of structural analysis of industrial equipment University of technology School of marine engineering Dalian Collaborative Innovation Center for high-tech ships and deep-sea development equipment Shanghai

ISBN: (纸本)9781665421874

Buried pipe is usually used for laying submarine pipeline. However, in the process of submarine trenching and pipe laying, the pipe laying route is not a straight line, some are perpendicular to the direction of sand dune ridge, and some are along the direction of sand dune ridge. In order to study the scouring effect of the two paths, the numerical scouring simulation of the two methods was carried out. Firstly, the Sediment Scour Model in FLOW-3D was used to simulate the vertical jet scouring of single nozzle. The numerical simulation results were in good agreement with the experimental results in the references, which verified the reliability of FLOW-3D Sediment Scour Model to simulate the real jet scouring. Then, the numerical model of biaxial flow pump passing through sand dunes was established, and the scouring characteristics in the direction of the vertical dune ridge line and along the direction of the dune ridge line were compared. The results show that the ditch depth in these two ways is similar, but the ditch width along sand dune ridge line is wider, which can provide a certain reference for practical construction.

关键词： Computational modeling Pipelines Numerical simulation Numerical models Sediments Reliability Artificial intelligence

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Study on Computational and Conventional Method of Determining Volume of Material Removal in CNC Milling process 2

Study on Computational and Conventional Method of Determinin...

引用

2nd international conference on Materials Manufacturing and modelling (ICMMM)

作者： Kolivuso, M. Rajeshkannan, A. Jeevanantham, A. K. Univ South Pacific Dept Mech Engn FSTE SEP Laucala Campus Suva Fiji VIT Univ Sch Mech Engn Dept Mech Engn Vellore 6320114 Tamil Nadu India

The purpose of this paper is to compute volume of material removed on a CNC milling process using computational method through Boolean operations and conventional method through machining process and compare its accuracies. The computational analysis involves the application of the Union, Subtraction and Intersection operation through CAD software to determine the material removal volume. The simulation was proven to be effective as it clearly outlined the material removal volume at specific locations using different cutting tools. This analysis highlighted various aspects of the cutting tool that affects the quality of cut. In general, it is necessary for quality cutting tools to be utilized during machining processes for efficient operation. The study conducted enabled the comparison of different cutting tools with respect to the volume of material removed. (C) 2019 Elsevier Ltd. All rights reserved.

关键词： CNC milling Material removal volume Solid modeling Boolean operations Intersection

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Digital Filters Optimization modelling with Non-canonical Hypercomplex Number Systems 2nd

Digital Filters Optimization Modelling with Non-canonical Hy...

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2nd international conference on computer Science, Engineering and Education Applications, ICCSEEA 2019

作者： Kalinovsky, Yakiv Boyarinova, Yuliya Khitsko, Iana Oleshchenko, Liubov Institute for Information Recording National Academy of Science of Ukraine Shpaka Street 2 Kyiv03113 Ukraine National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" Peremogy Avenue 37 Kyiv03056 Ukraine

ISBN: (纸本)9783030166205

Recursive digital filter modelling is one of the tasks, which modelling can be improved by using hypercomplex numbers. Existing models are about data representation in canonical hypercomplex number system only. However, canonical number systems have some restrictions. Applying the non-canonical number systems gives more possibilities for filter simulation and its further optimization by its parametric sensitivity since they have more structure constants in Keli table. The paper proposes a digital filter synthesis method, which is using non-canonical hypercomplex number systems. Use of non-canonical hypercomplex number system with greater number of non-zero structure constants in Keli table can significantly improve the sensitivity of the digital filter. © 2020, Springer Nature Switzerland AG.

关键词： Digital filters

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Application of Extension Analytic Hierarchy process in Spanning Tree 2

Application of Extension Analytic Hierarchy Process in Spann...

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2020 2nd international conference on computer Modeling, simulation and Algorithm, CMSA 2020

作者： Wang, Nana Liu, Wei School of Maritime Economics and Management Dalian Maritime University Dalian China School of Science Dalian Maritime University Dalian China

In view of the problem how to choose the minimum spanning ***, a minimum spanning tree was found by using broken circle. Secondly connected graph was reduced to obtain a reduced graph. Using broken circle method get all the minimum spanning tree, finally, it uses the extension analytic hierarchy process (EAHP), build the hierarchy, for all of the minimum spanning tree of outlier, aggregation coefficient, average path length, network sorting efficiency, optimal spanning tree, extension analytic hierarchy process provides the theoretical foundation for the screening of minimum spanning tree. © Published under licence by IOP Publishing Ltd.

关键词： Analytic hierarchy process

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Improvisation the Security and Privacy in Real Time Database System 2

Improvisation the Security and Privacy in Real Time Database...

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2nd international conference on Information Science and Communication Technology, ICISCT 2020

作者： Ali, Rashid Liu, Ran Awan, Shafique Ahmed Hakro, Dil Nawaz Qayoom, Abdul Mahmood, Saima Rehman, Shafiq Ur Umer, Muhammad Southwest Univeristy of Science and Technology School of Information Engineering Mianyang621010 China Dept.of Comupter Science University of Turbat Turbat Pakistan Dept.of Computer Science Education Benazir Bhutto Shaheed University Lyari Karachi Pakistan Institute of Information and Communication Technology University of Sindh Jamshoro Pakistan Dept. of Computer Science Lasbela University of Agriculture Water and Marine Sciences Balochistan Pakistan

ISBN: (纸本)9781728168999

This work is proposed to improve the security and privacy issues in real-time database system, such as the military departments, public organizations and the other private organizations. These institutions are associated with the database system environments that shows controlled retrieving of data and information with their operation. In fact, the huge volumes of data and information are supervised by the today's real-time database system. For security purpose a concurrency control algorithm (OPT) is used, a simulation is written in C+ + for the real-time databases and timing constraints is also used in this research. Hence, this work consistently tackles, improves and identifies the solutions of different challenges such as security and privacy of database, such as security measures objectives, security threats to database and the database security maintenance process. The paper presents the mechanism of scheduling called as 'timing' and access control 'timing' in real-time. © 2020 IEEE.

关键词： Real time systems

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simulation and implementation of an ultrasonic ranging experiment system 2

Simulation and implementation of an ultrasonic ranging exper...

引用

2nd international conference on computer Science and Educational Informatization, CSEI 2020

作者： Yue, Haosong Zhang, Xinyuan Shi, Zhexin School of Automation Science and Electrical Engineering Beihang University Beijing China

ISBN: (纸本)9781728170077

Ultrasonic ranging has been widely used in robot navigation and other fields. Aiming at the problems of high cost and low measurement rate of existing methods, an ultrasonic ranging experiment system based on periodic triggering, low-pass filtering, and AD conversion is designed in this paper. Take the frequency-resolved square wave signal as the trigger signal of the ultrasonic module, and the voltage follower and the second-order active low-pass filter circuit process the PWM wave signal output by the ultrasonic module to generate a stable voltage of 0-5v. An AD conversion chip is used to implement the analog-to-digital conversion on the stable voltage. And the current distance is instructed to avoid obstacles by a numerical comparator. The system can achieve distance measurement and obstacle early warning functions within a range of 2.55 meters, and the system is simple, low cost and easy to implement. © 2020 IEEE.

关键词： Pulse width modulation

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Machine learning algorithms against hacking attack and detection success comparison 2

Machine learning algorithms against hacking attack and detec...

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2nd international conference on Smart Power and Internet Energy Systems, SPIES 2020

作者： Yavuz, Levent Soran, Ahmet Onen, Ahmet Muyeen, S.M. Abdullah Gül University Electrical and Computer Engineering Department Kayseri Turkey Curtin University Electrical and Computer Engineering Department Curtin Australia

ISBN: (数字)9781728166117

ISBN: (纸本)9781728166117

Power system protection units has got enormous importance with the growing risk of cyber-attacks. To create sustainable and well protected system, power system data must be healthy. For that purpose, many machine learning applications have been developed and used for bad data detection. However, each method has got different detection and application process. Methods has superiority over other methods. Although, an algorithm can detect some injections easily, same algorithm can be fail when injection type changed. So methods have got different success results when the injection types changed. For that reason, different injection types are applied on power system IEEE 14 bus system via created special hacking algorithm. PSCAD and python linkage has been used for simulation and detection parts. 3 different injection types created and applied on the system and five different most popular algorithms (SVM, k- NN, LDA, NB, LR) tested. Each algorithm's performances are compared and evaluated. © 2020 IEEE.

关键词： Network security

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Flood hydrograph simulation to estimate peak discharge in Ciliwung river basin 2

Flood hydrograph simulation to estimate peak discharge in Ci...

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2nd international conference on Disaster and Management 2020, ICDM 2020

作者： Pratama, M.I. Rohmat, F.I.W. Farid, M. Adityawan, M.B. Kuntoro, A.A. Moe, I.R. Graduate School of Civil Engineering Faculty of Civil and Environmental Engineering Institut Teknologi Bandung Jl. Ganesha No. 10 Bandung Indonesia Water Resources Engineering Research Group Faculty of Civil and Environmental Engineering Institut Teknologi Bandung Jl. Ganesha No. 10 Bandung Indonesia Center for Coastal and Marine Development Institut Teknologi Bandung Jl. Ganesha No. 10 Bandung Indonesia Center for Water Resources Development Institute for Research and Community Services Institut Teknologi Bandung Jl. Ganesha No. 10 Bandung Indonesia Directorate General of Water Resources Ministry of Public Works and Housing 12110 20th Pattimura Street Kebayoran Baru Jakarta Selatan Indonesia

Ciliwung River Basin is one of 13 watersheds located in the Special Capital Region of Jakarta (DKI Jakarta), one of the most vulnerable cities facing flood disaster. Modeling hydrographs in a flood computer model is a crucial process in understanding the hydraulic processes in floods;however, more often than have adequately not studied watersheds do not available observed data. Well-calibrated hydrographs serve as the basis for a basin-wide flood model. In this study, the Snyder, ITB, and SCS Unit Hydrograph are constructed in the study case of flooding in the Ciliwung River Basin, with West Java rainfall distribution method and Alternating Block Method as the adopted rainfall distributions, providing six combinations of approaches. Calibration and validation analysis show a combination of West Java rainfall distribution and SCS UH with a lag time of 5.5 gives the smallest deviation, with an accuracy of 83.3%, therefore it is recommended for use to estimate design future flood hydrograph. © Published under licence by IOP Publishing Ltd.

关键词： Watersheds

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