• 제목/요약/키워드: and MATLAB software

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아두이노와 Processing을 사용한 그래픽 성능 검증 (Using Arduino and Processing Graphics performance validation)

  • 최철길;이성진;이경무;최병윤
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2013년도 춘계학술대회
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    • pp.975-977
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    • 2013
  • 아두이노는 오픈 소스 기반 전자 프로토타이핑 플랫폼으로서, 예술가, 디자이너, 취미 활동가 등 인터랙티브 객체 또는 환경 구축에 관심이 있는 모든 이들을 위해 제작되었다. 아두이노의 강점은 하드웨어에 대한 깊은 지식이 없어도 손쉽게 하드웨어 어플리케이션을 제작할 수 있다. 아두이노의 구성은 AVR 마이크로컨트롤러 ATmega 168을 사용하며 아두이노를 동작시키기 위한 소프트웨어로는 아두이노 프로그램, MATLAB, Processing을 주로 사용하고 있다. 아두이노는 오픈 소스 기반이며 하드웨어를 직접 제작할 수 있거나 실드를 이용하여 추가적으로 아두이노를 결합할 수도 있다. Processing은 오픈 소스로 공개되어 있으며 2D, 3D, PDF 출력을 사용할 수 있으며 그래픽 처리 부분은 P3D와 OpenGL을 사용한다. 또한 독립 응용프로그램을 실행해서 확인할 수 있다. 아두이노의 결합을 통해 사운드, 비디오, 컴퓨터 비전 등 수 많은 라이브러리 지원을 확장할 수 있으며 안드로이드폰과 아이폰 프로그래밍이 가능한 프로그램이다. 본 논문에서는 소프트웨어 부분은 Processing을 사용하였고 하드웨어 부분은 아두이노 MegaADK 보드를 사용하였으며 이 소프트웨어와 하드웨어를 이용하여 간단한 2차원 게임을 제작한 후 전체적인 아두이노와 Processing의 그래픽 처리 성능을 확인하고 검증하였다.

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Optimize KNN Algorithm for Cerebrospinal Fluid Cell Diseases

  • Soobia Saeed;Afnizanfaizal Abdullah;NZ Jhanjhi
    • International Journal of Computer Science & Network Security
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    • 제24권2호
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    • pp.43-52
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    • 2024
  • Medical imaginings assume a important part in the analysis of tumors and cerebrospinal fluid (CSF) leak. Magnetic resonance imaging (MRI) is an image segmentation technology, which shows an angular sectional perspective of the body which provides convenience to medical specialists to examine the patients. The images generated by MRI are detailed, which enable medical specialists to identify affected areas to help them diagnose disease. MRI imaging is usually a basic part of diagnostic and treatment. In this research, we propose new techniques using the 4D-MRI image segmentation process to detect the brain tumor in the skull. We identify the issues related to the quality of cerebrum disease images or CSF leakage (discover fluid inside the brain). The aim of this research is to construct a framework that can identify cancer-damaged areas to be isolated from non-tumor. We use 4D image light field segmentation, which is followed by MATLAB modeling techniques, and measure the size of brain-damaged cells deep inside CSF. Data is usually collected from the support vector machine (SVM) tool using MATLAB's included K-Nearest Neighbor (KNN) algorithm. We propose a 4D light field tool (LFT) modulation method that can be used for the light editing field application. Depending on the input of the user, an objective evaluation of each ray is evaluated using the KNN to maintain the 4D frequency (redundancy). These light fields' approaches can help increase the efficiency of device segmentation and light field composite pipeline editing, as they minimize boundary artefacts.

Monitoring and control of multiple fraction laws with ring based composite structure

  • Khadimallah, Mohamed A.;Hussain, Muzamal;Naeem, Muhammad Nawaz;Taj, Muhammad;Tounsi, Abdelouahed
    • Advances in nano research
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    • 제10권2호
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    • pp.129-138
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    • 2021
  • In present article, utilizing the Love shell theory with volume fraction laws for the cylindrical shells vibrations provides a governing equation for the distribution of material composition of material. Isotopic materials are the constituents of these rings. The position of a ring support has been taken along the radial direction. The Rayleigh-Ritz method with three different fraction laws gives birth to the shell frequency equation. Moreover, the effect of height- and length-to-radius ratio and angular speed is investigated. The results are depicted for circumferential wave number, length- and height-radius ratios with three laws. It is found that the backward and forward frequencies of exponential fraction law are sandwich between polynomial and trigonometric laws. It is examined that the backward and forward frequencies increase and decrease on increasing the ratio of height- and length-to-radius ratio. As the position of ring is enhanced for clamped simply supported and simply supported-simply supported boundary conditions, the frequencies go up. At mid-point, all the frequencies are higher and after that the frequencies decreases. The frequencies are same at initial and final stage and rust itself a bell shape. The shell is stabilized by ring supports to increase the stiffness and strength. Comparison is made for non-rotating and rotating cylindrical shell for the efficiency of the model. The results generated by computer software MATLAB.

Seismic control of concrete buildings with nonlinear behavior, considering soil structure interaction using AMD and TMD

  • Mortezaie, Hamid;Zamanian, Reza
    • Structural Engineering and Mechanics
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    • 제77권6호
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    • pp.721-734
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    • 2021
  • The seismic analysis of structures without applying the effects of soil can undermine functional objectives of structure so that it can affect all the desired purposes at the design and control stages of the structure. In this research, employing OpenSees and MATLAB software simultaneously and developing a definite three-dimensional finite element model of a high-rise concrete structure, designed using performance-based plastic design approach, the performance of Tuned Mass Damper (TMD) and Active Mass Damper (AMD) is both examined and compared. Moreover some less noted aspects such as nonlinear interaction of soil and structure, uplift, nonlinear behavior of structure and structural torsion have received more attention. For this purpose, the analysis of time history on the structural model has been performed under 22 far-field accelerogram records. Examining a full range of all structural seismic responses, including lateral displacement, acceleration, inter-story drift, lost plastic energy, number of plastic hinges, story shear force and uplift. The results indicate that TMD performs better than AMD except for lateral displacement and inter-story drift to control other structural responses. Because on the one hand, nonlinear structural parameters and soil-structure interaction have been added and on the other hand, the restriction on the control force applied that leads up to saturation phenomenon in the active control system affect the performance of AMD. Moreover, the control force applied by structural control system has created undesirable acceleration and shear force in the structure.

Modeling, Control and Simulation of Microturbine Generator for Distributed Generation System in Smart Grid Application

  • Hong, Won-Pyo;Cho, Jae-Hoon
    • 조명전기설비학회논문지
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    • 제23권7호
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    • pp.57-66
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    • 2009
  • Microturbines system (MTS) are currently being deployed as small scale on-site distributed generators for microgrids and smart grids. In order to fully exploit DG potentialities, advanced integrated controls that include power electronics facilities, communication technologies and advanced modeling are required. Significant expectations are posed on gas microturbines that can be easily installed in large commercial and public buildings. Modeling, control, simulation of microturbine generator based distributed generation system in smart grid application of buildings for both grid-connected and islanding conditions are presented. It also incorporates modeling and simulation of MT with a speed control system of the MT-permanent magnet synchronous generator to keep the speed constant with load variation. Model and simulations are performed using MATLAB, Simulink and SimPowerSystem software package. The model is built from the dynamics of each part with their interconnections. This simplified model is a useful tool for studying the various operational aspects of MT and is also applicable with building cooling, heating and power (BCHP) systems

Design, Modeling and Analysis of a PEM Fuel Cell Excavator with Supercapacitor/Battery Hybrid Power Source

  • Dang, Tri Dung;Do, Tri Cuong;Truong, Hoai Vu Anh;Ho, Cong Minh;Dao, Hoang Vu;Xiao, Yu Ying;Jeong, EunJin;Ahn, Kyoung Kwan
    • 드라이브 ㆍ 컨트롤
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    • 제16권1호
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    • pp.45-53
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    • 2019
  • The objective of this study was to design and model the PEM fuel cell excavator with supercapacitor/battery hybrid power source to increase efficiency as well as eliminate greenhouse gas emission. With this configuration, the system can get rid of the internal combustion engine, which has a low efficiency and high emission. For the analysis and simulation, the governing equations of the PEM system, the supercapacitor and battery were derived. These simulations were performed in MATLAB/Simulink environment. The hydraulic modeling of the excavator was also presented, and its model implemented in AMESim and studied. The whole system model was built in a co-simulation environment, which is a combination of MATLAB/Simulink and AMESim software. The simulation results were presented to show the performance of the system.

현장시험에 의한 고조파 해석용 등가회로 모델링에 관한 연구 (A Study on the Equivalent Circuit Modeling for Harmonics Analysis by Field Tests)

  • 김경철;최종기;백승현;김종욱
    • 조명전기설비학회논문지
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    • 제18권4호
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    • pp.60-67
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    • 2004
  • 비선형 부하의 증가로 3상 4선식 배전계통을 채용하는 중성선에는 많은 중성선 고조파 전류가 관측되고 있다. 또한 접지 임피던스는 고주파가 있는 중성선 전류에 영향 끼친다고 알려져 있다. 현장에서 실측한 고조파 전압과 전류, 그리고 대지 고유 저항률과 접지 저항을 토대로 고조파 해석용 등가 회로를 구성하였다. MATLAB과 CDEGS 프로그램으로 시뮬레이션 하여 수치와 파형으로 적절한 결과를 도출하였다.

Simulink 기반 자동차용 모터 고성능 제어를 위한 자동코드 생성에 관한 연구 (A Study on Auto Code Generation for High Performance Motor Control using the Simulink)

  • 이근호;함승권
    • 제어로봇시스템학회논문지
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    • 제19권12호
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    • pp.1125-1131
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    • 2013
  • Nowadays, embedded software development using the MATLAB/Simulink system is gradually emerging. Studies generating the parts of embedded S/W in a Rapid Prototype are presented. In this paper, a method to generate the entire embedded S/W of enhanced AC motor control is proposed. High performance motor control could not be achieved with the basic Simulink library and RAppID Toolbox library as it does not have PWM based Interrupt, an ASAC (Analog Sensing for AC Motors) function and other special functions of the Freescale MPC555x. Consequently, the required libraries for enhanced AC motor control are created by Legacy code tool, TLC (Target Language Compiler) and S-Function (System-Function) of MATLAB/ Simulink and utilized in the Rapid Prototype. Motor control performance and execution time are compared automatically to the generated-code S/W with the hand coded S/W. The IPMSM (Interior Permanent Magnet Synchronous Motor) and MPC5553 board that were designed as the AC motor controller for hybrid electrical vehicle are used for the test. The performances meet the requirements and satisfactory results are acquired.

Load-deflection analysis prediction of CFRP strengthened RC slab using RNN

  • Razavi, S.V.;Jumaat, Mohad Zamin;El-Shafie, Ahmed H.;Ronagh, Hamid Reza
    • Advances in concrete construction
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    • 제3권2호
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    • pp.91-102
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    • 2015
  • In this paper, the load-deflection analysis of the Carbon Fiber Reinforced Polymer (CFRP) strengthened Reinforced Concrete (RC) slab using Recurrent Neural Network (RNN) is investigated. Six reinforced concrete slabs having dimension $1800{\times}400{\times}120mm$ with similar steel bar of 2T10 and strengthened using different length and width of CFRP were tested and compared with similar samples without CFRP. The experimental load-deflection results were normalized and then uploaded in MATLAB software. Loading, CFRP length and width were as neurons in input layer and mid-span deflection was as neuron in output layer. The network was generated using feed-forward network and a internal nonlinear condition space model to memorize the input data while training process. From 122 load-deflection data, 111 data utilized for network generation and 11 data for the network testing. The results of model on the testing stage showed that the generated RNN predicted the load-deflection analysis of the slabs in acceptable technique with a correlation of determination of 0.99. The ratio between predicted deflection by RNN and experimental output was in the range of 0.99 to 1.11.

Analytical vibration of FG cylindrical shell with ring support based on various configurations

  • Hussain, Muzamal;Selmi, Abdellatif
    • Advances in concrete construction
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    • 제9권6호
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    • pp.557-568
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    • 2020
  • In this study, the impact of ring supports around the shell circumferential has been examined for their various positions along the shell axial length using Rayleigh-Ritz formulation. These shells are stiffened by rings in the tangential direction. For isotropic materials, the physical properties are same everywhere where the laminated and functionally graded materials, they vary from point to point. Here the shell material has been taken as functionally graded material. The influence of the ring supports is investigated at various positions. These variations have been plotted against the locations of ring supports for three values of length-to-diameter ratios. Effect of ring supports with middle layer thickness is presented using the Rayleigh-Ritz procedure with three different conditions. The influence of the positions of ring supports for clamped-clamped is more visible than simply supported and clamped-free end conditions. The frequency first increases and gain maximum value in the midway of the shell length and then lowers down. The Lagrangian functional is created by adding the energy expressions for the shell and rings. The axial modal deformations are approximated by making use of the beam functions. The comparisons of frequencies have been made for efficiency and robustness for the present numerical procedure. Throughout the computation, it is observed that the frequency behavior for the boundary conditions follow as; clamped-clamped, simply supported-simply supported frequency curves are higher than that of clamped-simply curves. To generate the fundamental natural frequencies and for better accuracy and effectiveness, the computer software MATLAB is used.