• Title/Summary/Keyword: PI algorithm

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Development of a CNN-based Cross Point Detection Algorithm for an Air Duct Cleaning Robot (CNN 기반 공조 덕트 청소 로봇의 교차점 검출 알고리듬 개발)

  • Yi, Sarang;Noh, Eunsol;Hong, Seokmoo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.8
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    • pp.1-8
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    • 2020
  • Air ducts installed for ventilation inside buildings accumulate contaminants during their service life. Robots are installed to clean the air duct at low cost, but they are still not fully automated and depend on manpower. In this study, an intersection detection algorithm for autonomous driving was applied to an air duct cleaning robot. Autonomous driving of the robot was achieved by calculating the distance and angle between the extracted point and the center point through the intersection detection algorithm from the camera image mounted on the robot. The training data consisted of CAD images of the duct interior as well as the cross-point coordinates and angles between the two boundary lines. The deep learning-based CNN model was applied as a detection algorithm. For training, the cross-point coordinates were obtained from CAD images. The accuracy was determined based on the differences in the actual and predicted areas and distances. A cleaning robot prototype was designed, consisting of a frame, a Raspberry Pi computer, a control unit and a drive unit. The algorithm was validated by video imagery of the robot in operation. The algorithm can be applied to vehicles operating in similar environments.

Improving Current Control Performance by Parameter Estimation of PWM Converter (PWM 컨버터의 상수추정을 통한 전류제어 성능 개선)

  • 이진우
    • Proceedings of the KIPE Conference
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    • 2000.07a
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    • pp.286-289
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    • 2000
  • from the viewpoint of model-based current control it is indispensable to use the accurate system parameters for the high control performance. This paper adopts the Least-Squares algorithm as a parameter estimation scheme because it has the fast convergence rate and the low sensitivity to noises. in case of the PI current controller with high gains the simulation results show that the adopted estimation scheme can be successfully applied to PWM converters and also show that the control performance can be improved by using the estimated parameters.

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Design and implementation of fault tolerant controller using duplex processors (이중 프로세서를 이용한 고장허용 제어기의 설계 및 실현)

  • 최성규;홍일선;권오규
    • 제어로봇시스템학회:학술대회논문집
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    • 1993.10a
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    • pp.239-243
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    • 1993
  • In this paper, a fault-tolerant controller using duplex processors has been designed and implemented. The PI controller is adopted as the control algorithm and the fault-tolerant control system is implemented by two single chip processors(MCS-96). Performances of the control system designed here have been shown via a simulation with application to a pitch channel autopilot.

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The Development of Control Algorithms of D-STATCON for Compensations of AC Voltage and DC Link Voltage and Harmonics Improve the Qeality of Electric Power (전력 품질 향상을 위한 배전용 STATCON의 AC전압, 직류결합 전압 및 고조파 보상 제어알고리즘 개발)

  • 오관일;전영수;이기선;추진부
    • Proceedings of the KIPE Conference
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    • 1999.07a
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    • pp.333-337
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    • 1999
  • This paper presents the DQ transfomation space space vector modulation method to devel control algorithm of distribu STATCON(STATic CONdenser) for line volt regulation, dc link voltage regulation harmonics compensation. The Performance an of a PI with ramp comparision and synchro reference frame current controller is carried Based on these analysis, the control perform are desirable to compensate the harmonics a regulate dc link and line voltage of Distrib line.

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Stabilization Control of Inverted Pendulum Systems Using a State Observer (상태관측기를 이용한 도립진자 시스템의 안정화 제어)

  • Lee, Yun-Hyung;Ahn, Jong-Kap;Kim, Min-Jeong;So, Myung-Ok;Jin, Gang-Gyoo
    • Proceedings of the Korean Society of Marine Engineers Conference
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    • 2005.11a
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    • pp.49-50
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    • 2005
  • This paper presents a scheme for state observer-based stabilization control of inverted pendulum systems. The feedback gain matrices of both the state feedback controller and the state observer are obtained by a real-coded genetic algorithm(RCGA) such that the given performances indices are minimized.

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A Study of Pourer Quality Disturbance Compensation using dq Transformation (dq 좌표변환을 이용한 전력외란 보상 연구)

  • Lee, Kyo-Sung;Lee, Yong-Jae;Kim, Do-Hun;Kim, Yang-Mo
    • Proceedings of the KIEE Conference
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    • 2002.11c
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    • pp.286-289
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    • 2002
  • In this paper, we use the PI dual control using do transformation(dq stationary frame and dq synchronous rotating frame) for series voltage sag and swell compensation algorithm. Analysis, simulation results are presented for voltage sags and swells on a three-phase unbalanced voltage source.

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THE NIELSEN NUMBER ON ASPHERICAL WEDGE

  • Kim, Seung Won
    • Journal of the Chungcheong Mathematical Society
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    • v.21 no.4
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    • pp.533-541
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    • 2008
  • Let X be a finite polyhedron that is of the homotopy type of the wedge of the torus and the surface with boundary. Let $f:X{\rightarrow}X$ be a self-map of X. In this paper, we prove that if the induced endomorphism of ${\pi}_1(X)$ is K-reduced, then there is an algorithm for computing the Nielsen number N(f).

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Speed Control of Permanent Magnet Synchronous Motor Using Space voltage Vector PWM (공간전압벡터 PWM 기법을 이용한 영구자석형 동기전동기의 속도제)

  • 윤덕용;홍순찬
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.43 no.7
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    • pp.1112-1120
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    • 1994
  • This paper presents a servo control scheme for the surface-mounted permanent-magnet synchronous motor(SPMSM) which essentially uses vector control algorithm. The control system is composed of the PI controller for speed control and the current controller using space voltage vector PWM technique. The high-speed calculation and processing for vector control is carried out by TMS320C31 digital signal processor and IGBT module. The proposed scheme is verified through digital simulations and experiments for 2.2kW SPMSM and shows good dynamic performance.

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Implementation of the Controller for a Stable Walking of a Humanoid Robot Using Improved Genetic Algorithm (개선된 유전 알고리즘 기반의 휴머노이드 로봇의 안정 보행을 위한 제어기 구현)

  • Kong, Jung-Shik;Lee, Eung-Hyuk;Kim, Jin-Geol
    • Journal of Institute of Control, Robotics and Systems
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    • v.13 no.5
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    • pp.399-405
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    • 2007
  • This paper deals with the controller for a stable walking of a humanoid robot using genetic algorithm. A humanoid robot has instability during walking because it isn't fixed on the ground, and its nonlinearities of the joints increase its instability. If controller isn't robust, the robot may fall down at the ground during walking because of its nonlinearities. To solve this problem, robust controller is required to reduce the effect of nonlinearities and to gain the good tracking performance. In this paper, motion controller that is based on fuzzy-sliding mode controller is proposed. This controller can remove the effect of the saturation by limitation of the input voltage. It also includes compensator for reducing the effect of the nonlinearity by backlash and PI controller improving the tracking performance. In here, genetic algorithm is used for searching the optimal gains of the controller. From the given controller, a humanoid robot can moved more preciously. All the processes are investigated through simulations and are verified experimentally in a real joint system for a humanoid robot.