• Title/Summary/Keyword: automation algorithm

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Improvement of LMCTS Position Accuracy using DR-FNN Controller

  • Lee, Jin Woo;Suh, Jin Ho;Lee, Young Jin;Lee, Kwon Soon
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.4 no.2
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    • pp.223-230
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    • 2004
  • In this paper, we will introduce a control strategy based on the permanent magnet linear synchronous motor (PMLSM) container transfer system using soft-computing algorithm. Linear motor-based container transport system (LMCTS) is horizontal transfer system for the yard automation, which has been proposed to take the place of automated guided vehicle in the maritime container terminal. LMCTS is considered as that the system is changed its model suddenly and variously by loading and unloading container. The proposed control system is consisted of two DR-FNNs that act the role of controller and system emulator. Consequently, the system had the predictable structure and an ability to adapt for a huge variation of rolling friction, detent force, and sudden changes of its weight by loading and unloading.

Sliding Mode Robust Control of Uncertain Delay Systems: Generalize Transformation Approach

  • Uahchinkul, K.;Ngamwiwit, J.;Phoojaruenchanachai, S.
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.501-501
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    • 2000
  • In this paper, the theoretical development to stabilize a class of uncertain time-delay systems via sliding mode control is presented. The system under consideration is described in state space model containing state delay, uncertain parameters and disturbance. The main idea is to reduce the state of delayed system, by employing the generalize linear transformation, into an equivalent one with no delay inside, which is easier to analyze its behavior and stability. Then, the sliding control approach is employed to find the stabilizing control law. Finally, a numerical simulation is illustrated to show the algorithm for applying the proposed theorems and the efffetiveness of the designed control law in stabilizing the controlled systems.

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Image Processing Technique for an Automatic Inspection of the Surface Outlook of High Speed Moving Plate. (고속 이동 판재의 자동 외관 검사를 위한 영상처리)

  • 부광석;임성현;조현춘
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.219-219
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    • 2000
  • A Plate type pipe is used for heat exchange in radiator of a vehicle. The pipe has several rooms through which water flows and heat is dissipated into outside . In the case that there are small holes, cracks or some scratches on the plate, the radiators lost their functions due to Leakage. This may result in overheating of engine in a car. Thus, we need to perform the entire inspection of the plate type pipe in advance before assembling the radiator. In manufacturing process of the plate type pipe, the productive speed is very high and that may be performed continuously. So, there is no room to perform the outlook inspection by typical image processing techniques. This paper proposes a new method to inspect the outlook surface of the plate type pipe automatically with high speed. Especially, the sequential processing technique of an algorithm which detects defects on the surfaces of the plate type pipe is proposed for line scan camera which captures line image. To evaluate the inspection performance, a series of experiments is performed.

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Fuzzy Network Performance Manager for Token Bus Networks by timer & Queue Capacity Adjustment (큐용량과 시간 할당에 의한 토큰버스 네트워크의 퍼지 성능관리기)

  • Lee, Sang-Ho;Yoon, Jung-A;Lee, Seok
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1994.10a
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    • pp.664-669
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    • 1994
  • This paper focuses on development and implementation of a performance management algorithm for IEEE802.4 token bus networks to serve large-scale integrated manufacturing systems. Such factory automation networks have to satisgy delay constraints imposed on time-critical messages while maintaining as much network capacity as possible for non-time-critical messages. This paper presents a network perfomance manager that adjusts queue apacity as well as timers by using a set of fuzzy rules and fuzzy inference mechanism. The efficacy of the performance management has been demonstrated by a series of simulation experiments.

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3-Dimensional Measurement of the Prismatic Polyhedral Object using Machine Vision. (Machine Vision을 이용한 기둥형 물체의 3차원 측정)

  • 조철규;이석희
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1996.11a
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    • pp.733-737
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    • 1996
  • This paper presents a method to measure tile position and orientation of a prismatic polyhedral object (of unknown width, length, height, and number of vertices) using machine vision. The width, length, and origin of workplace where an object is lying are defined as Preliminary operation. The edges of an object are detected from captured image using least sum of square error. The information of an object is determined from the geometric relationships between edges. As an user interface, a versatile image processing program is developed in several modules, and renders a very useful 3D measurement at a limited constraints when adopted in automation of production process. The flexibility of camera position from the algorithm developrf can be used for automated pick and place operations and feeding workpiece u: ;ing assembly robot.

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Control and Mechanism Design of Fully Automatic Sunvisor Using Photo Sensor (광센서를 이용한 차량용 전자동 선바이저의 설계 및 제어)

  • Lee C.S.;Kim D.;Hong D.;Lee S.H.
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2006.05a
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    • pp.319-320
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    • 2006
  • In this paper, automatic sunvisor system is introduced for driver's safety and convenience. This system has the mechanism which keeps the sun off without obstruction of driver's sight. The mechanism can make the sunvisor move forward or rotate left while remaining inside inner roof. The control system consists of a CPU, a motor driver, light sensors, and the algorithm that can control the movement of sunvisor efficiently. When the light sensors take the sun light, they give the signal to the CPU and the CPU calculates the best position of the sunvisor with the information of driver's eyes height. Then, the CPU gives the signal to motors that can move the sunvisor.

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Automatic Inspection of Assembly Tolerances of Cathod Ray Electron Guns by Vision Probe (비젼프로브를 이용한 CRT 전자총의 자동치수 검사)

  • Park, H.G.;Park, M.C.;Kim, S.W.
    • Journal of the Korean Society for Precision Engineering
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    • v.14 no.10
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    • pp.28-34
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    • 1997
  • This paper describes an automatic measurement method for the in-line inspection of assembly tolerances of cathod ray electron guns. The method uses an optical microscope with a CCD camera as a probe. An automatic gap recognition algorthm with digital image processing and a new software autofocus algorithm based on using an optimal edge detector have been developed to improve the measuring accuracy. An inspection system has been proposed and practically implemented for in-line inspection to a real factory automation line. The inspection system consists of a gap inspection part and an eyelet. Total time consumed for inspecting all measuring items is about 10 seconds and the repeatability is below .+-. 5 .mu. m

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An Algorithm Application Study on the Updating Digital Maps (수치지도 수시갱신을 위한 알고리즘 적용 연구)

  • Park, Chung;Lee, Ho-Nam;Park, Ki-Suk;Oh, Se-Jung
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2009.04a
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    • pp.135-143
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    • 2009
  • The purpose of this research is to reduce editors' workload and automation to update(v) Digital Map(n) regarding changed topography. In Digital Map case, it usually uses the way of various survey to update(v). In this case, it costs a great deal and doesn't be efficient backup management. Accordingly, it can reduce editors' the period of the process and be efficiently managed the backup data due to well organized backup data management. We present update plan that used clipping and join for this result by analyzing Boundary of input data.

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Development of a Supporting System for Nutrient Solution Management in Hydroponics - II. Estimation of Electrical Conductivity(EC) using Neural Networks (양액재배를 위한 배양액관리 지원시스템의 개발 - II. 신경회로망에 의한 전기전도도(EC)의 추정)

  • 손정익;김문기;남상운
    • Journal of Bio-Environment Control
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    • v.1 no.2
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    • pp.162-168
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    • 1992
  • As the automation of nutrient solution management proceeds in the field of hydroponics, effective supporting systems to manage the nutrient solution by computer become needed. This study was attempt to predict the EC of nutrient solution using the neural networks. The multilayer perceptron consisting of 3 layers with the back propagation learning algorithm was selected for EC prediction, of which nine variables in the input layer were the concentrations of each ion and one variable in the output layer the EC of nutrient solution. The meq unit in ion concentration was selected fir input variable in the input layer. After the 10,000 learning sweeps with 108 sample data, the comparison of predicted and measured ECs for 72 test data showed good agreements with the correlation coefficient of 0.998. In addition, the predicted ECs by neural network showed relatively equal or closer to the measured ones than those by current complicated models.

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An Route Planning for the Navigation System of Autonomous vessel (무인선박의 항해시스템을 위한 항로계획 기법)

  • Cho, Jae-Hee;Ji, Min-Su;Kim, Yong-Gi
    • Journal of the Korean Institute of Intelligent Systems
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    • v.15 no.4
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    • pp.418-424
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    • 2005
  • For the safety and cost reduction of the navigation in the sea, we need automatic and intelligent system for the ship. For the ship automation, we need a route planning based on GPS and the nautical chart. In this paper, we propose a route planning technique using point of contact of the obstacle and treecreation technique. The efficiency of the proposed technique is proved by comparing with A* search technique that is the most famous search technique for route planning from the optimal point of view.