• 제목/요약/키워드: Real-time Optimization

Search Result 821, Processing Time 0.027 seconds

A Proposal of the Real time Optimal Route Algorithm With Window mechanism (윈도우 매커니즘을 이용한 실시간 최적경로 추출 알고리즘 제안)

  • 이우용;하동문;신준호;김용득
    • Proceedings of the IEEK Conference
    • /
    • 1999.06a
    • /
    • pp.737-740
    • /
    • 1999
  • This paper deals with a real time optimization algorithm within real time for DRGS(Dynamic Route Guidance System) and evaluate the algorithm. A pre-developed system offers the optimal route in using only static traffic information. In using real-time traffic information, Dynamic route guidance algorithm is needed. The serious problem in implementing it is processing time increase as nodes increase and then the real time processing is impossible. Thus, in this paper we propose the optimal route algorithm with window mechanism for the real-time processing and then evaluate the algorithms.

  • PDF

Swing Trajectory Optimization of Legged Robot by Real-Time Nonlinear Programming (실시간 비선형 최적화 알고리즘을 이용한 족형 로봇의 Swing 궤적 최적화 방법)

  • Park, Kyeongduk;Choi, Jungsu;Kong, Kyoungchul
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.21 no.12
    • /
    • pp.1193-1200
    • /
    • 2015
  • An effective swing trajectory of legged robots is different from the swing trajectories of humans or animals because of different dynamic characteristics. Therefore, it is important to find optimal parameters through experiments. This paper proposes a real-time nonlinear programming (RTNLP) method for optimization of the swing trajectory of the legged robot. For parameterization of the trajectory, the swing trajectory is approximated to parabolic and cubic spline curves. The robotic leg is position-controlled by a high-gain controller, and a cost function is selected such that the sum of the motor inputs and tracking errors at each joint is minimized. A simplified dynamic model is used to simulate the dynamics of a robotic leg. The purpose of the simulation is to find the feasibility of the optimization problem before an actual experiment occurs. Finally, an experiment is carried out on a real robotic leg with two degrees of freedom. For both the simulation and the experiment, the design variables converge to a feasible point, reducing the cost value.

Paper Machine Industrial Analysis on Moisture Control Using BF-PSO Algorithm and Real Time Implementation Setup through Embedded Controller

  • Senthil Kumar, M.;Mahadevan, K.
    • Journal of Electrical Engineering and Technology
    • /
    • v.11 no.2
    • /
    • pp.490-498
    • /
    • 2016
  • Proportional Integral Derivative (PID) controller tuning is an area of interest for researchers in many areas of science and engineering. This paper presents a new algorithm for PID controller tuning based on a combination of bacteria foraging and particle swarm optimization. BFO algorithm has recently emerged as a very powerful technique for real parameter optimization. To overcome delay in an optimization, combine the features of BFOA and PSO for tuning the PID controller. This new algorithm is proposed to combine both the algorithms to get better optimization values. The real time prototype model of paper machine is designed and controlled by using PIC microcontroller embedded with the programming in C language.

Optimization of Friction Welding for Crank Shaft Steels and Its Real Time AE Evaluation (크랭크 샤프트강재의 마찰용접 최적화와 AE 실시간 평가)

  • Oh, Sae-Kyoo;Choi, Hei-Young;Kong, Yu-Sik
    • Journal of Ocean Engineering and Technology
    • /
    • v.13 no.4 s.35
    • /
    • pp.98-104
    • /
    • 1999
  • The crank shafts need anti-corrosion materials. So STS 304 is the essential material to manufacture this shaft. However, it costs more to manufacture the shafts by using only STS 304 than welding of STS 304 to other carbon steels. And it has been difficult to weld this sort of dissimilar materials. They could be unstable in the quality by the conventional arc welding. And also they have a lot of technical problems in manufacturing. But by the friction welding technique, it will be able to be made without such problems. Then, this study aimed not only to develop the optimization of dissimilar friction welding of crank shafts steels of STS 304, SM35C, but also to develop the application technique of the acoustic emission to accomplish in-process real-time quality(such as tensile) evaluation during friction welding of the shafts by the AE technique.

  • PDF

Study on Dissimilar Friction Welding Optimization of Heat Resisting Steels for Turbine and Real-Time Quality Evaluation by Ascoustic Emission(I) - FRW Optimization (터빈용 내열강의 이종재 마찰용접 최적화와 AE에 의한 품질 실시간 평가에 관한 연구(I) - 마찰용접 최적화)

  • Park, Hyung-Dong;Oh , Sae Kyoo;Kwon, Sang-Woo
    • Journal of Ocean Engineering and Technology
    • /
    • v.13 no.3 s.33
    • /
    • pp.83-91
    • /
    • 1999
  • Taking a view of joining by welding the IN713C to SCM440 and SCM415 steel in production of turbochargers, the frictin welding process may be utilized as a new approach for joining them of other conventional welding processes. It is because the friction welding has more technical and technical and economic advantages than the other welding processes. As this welding process has the characteristics such as curtaliment of production time and materials and cost reduction, etc.. So, this paper deals with determining the preper friction welding condition and analyzing various mechanical properties of friction welded joints of the super heat resisting steel to alloy stee(IN713C to SCM440 and SCM415). And the in-process real-time weld quality evaluation technique by acoustic emission during friction welding of IN713C to SCM440 and SCM415 steels with higher confidence and relibility has been much required even though it might be the first trial approach for developing it. Then, this first study aimed to develop the optimization of dissimilar friction welding of heat resisting steels (INC713 to SCM440, SCM415) for turbine, considering on strength and toughness.

  • PDF

Design and Implementation of EMS for Real-Time Power Generation Control of Wind Farm Based on Wake Effect Optimization (후류 영향 최적화 기반 실시간 풍력발전단지 발전 제어용 EMS의 설계 및 구현)

  • Kim, Joon-Hyoung;Sung, Ki-Won;Jung, Sung-Hwan
    • Journal of Korea Multimedia Society
    • /
    • v.25 no.8
    • /
    • pp.1097-1108
    • /
    • 2022
  • This paper aimed to design and implement an EMS for real-time power generation control based on wake effect optimization of wind farm, and then to test it in commercial operating wind farm. For real-time control, we proposed the wake band-based optimization and setting the wake effect distance limit, and when the wake effect distance limit was set to 7D in the actual wind farm layout, the calculation time was improved by about 93.94%. In addition, we designed and implemented the script-based EMS for flexible operation logic management in preparation for unexpected issues during testing, and it was installed and tested on a wind farm in commercial operation. However, three issues arose during the testing process. These are the communication interface problem of meteorological tower, the problem of an abnormal wake effect, and the problem of wind turbine yaw control. These issues were solved by modifying the operation logic using EMS's script editor, and the test was successfully completed in the wind farm in commercial operation.

Real time Implementation of SHE PWM in Single Phase Matrix Converter using Linearization Method

  • Karuvelam, P. Subha;Rajaram, M.
    • Journal of Electrical Engineering and Technology
    • /
    • v.10 no.4
    • /
    • pp.1682-1691
    • /
    • 2015
  • In this paper, a real time implementation of selective harmonic elimination pulse width modulation (SHEPWM) using Real Coded Genetic Algorithm (RGA), Particle Swarm Optimization technique (PSO) and a new technique known as Linearization Method (LM) for Single Phase Matrix Converter (SPMC) is designed and discussed. In the proposed technique, the switching frequency is fixed and the optimum switching angles are obtained using simple mathematical calculations. A MATLAB simulation was carried out, and FFT analysis of the simulated output voltage waveform confirms the effectiveness of the proposed method. An experimental setup was also developed, and the switching angles and firing pulses are generated using Field Programmable Gate Array (FPGA) processor. The proposed method proves that it is much applicable in the industrial applications by virtue of its suitability in real time applications.

A Study on Optimization of Friction Welding of Automobile Component Materials(SM40C) and Its Real Time Quality Evaluation by AE (자동차 부품용 강재(SM40C)의 마찰용접 최적화와 AE에 의한 실시간 품질평가에 관한 연구)

  • Oh, Sae-Kyoo;Park, Jong-Bae;Kong, You-Sik
    • Journal of Ocean Engineering and Technology
    • /
    • v.13 no.1 s.31
    • /
    • pp.88-93
    • /
    • 1999
  • This paper presents the experimental examinations and statistical quantitative analysis of the correlation between the cumulative counts of acoustic emission(AE) during plastic deformation periods of the welding and the tensile strength and other properties of the bar-to-bar welded joints of O.D. 16mm shaft(SM40C) as well as the various welding variables. And this is a new approach which attempts finally to develop real-time quality monitoring system for friction welding. The results lead to a practical possibility of real-time quality control more than 100% joint efficiency showing good weld with no micro structural defects.

  • PDF

Real-time Optimization of H.264 Software Encoder on Embedded DSP System (임베디드 DSP 기반 시스템을 위한 H.264 소프트웨어 부호기의 실시간 최적화)

  • Roh, Si-Bong;Ahn, Hee-June;Lee, Myeong-Jin;Oh, Hyuk-Jun
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.34 no.10C
    • /
    • pp.983-991
    • /
    • 2009
  • While H.264/AVC is in wide use for multimedia applications such as DMB and IPTV service, we have limited usage cases for embedded real-time applications due to its high computational demand. The paper provides judicious guide line for optimization method selection, by presenting the detailed experiments data through the development process of a real time H.264 software encoder on embedded DSP. The experimental analysis includes an intensive profiling analysis, fast algorithm application, optimal memory assignment, and intrinsic-based instruction selection. We have realized a real-time software that encodes CIF resolution videos 15 fps on TMS320DM64x processors.

Optimization-based humanoid robot navigation using monocular camera within indoor environment

  • Han, Young-Joong;Kim, In-Seok;Hong, Young-Dae
    • ETRI Journal
    • /
    • v.40 no.4
    • /
    • pp.446-457
    • /
    • 2018
  • Robot navigation allows robot mobility. Therefore, mobility is an area of robotics that has been actively investigated since robots were first developed. In recent years, interest in personal service robots for homes and public facilities has increased. As a result, robot navigation within the home environment, which is an indoor environment, is being actively investigated. However, the problem with conventional navigation algorithms is that they require a large computation time for their building mapping and path planning processes. This problem makes it difficult to cope with an environment that changes in real-time. Therefore, we propose a humanoid robot navigation algorithm consisting of an image processing and optimization algorithm. This algorithm realizes navigation with less computation time than conventional navigation algorithms using map building and path planning processes, and can cope with an environment that changes in real-time.