• Title/Summary/Keyword: feed-forward

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Advanced RMS Calculation Method for the ITER CS, VS1, CC AC/DC Converter

  • Kim, S.M.;Suh, J.H.;Park, H.J.;Oh, J.S.;Yoo, M.H.
    • Proceedings of the KIPE Conference
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    • 2019.07a
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    • pp.301-302
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    • 2019
  • ITER CS, VS, CC AC/DC Converter는 4상한 동작을 하며, PCS(Plasma Control System)에서 명령하는 출력 전압 제어를 컨버터 교류 입력 전압 변동을 보상하는 Feed-forward 방식을 사용한다. Feed-forward 제어를 위하여 교류 입력 전압에 대한 실시간 정밀 측정이 가능한 RMS 계산이 필요하다. 본 논문은 RMS 연산에 대한 개선된 방법을 제안하면서 시뮬레이션과 실험을 통해 해당 알고리즘을 검증하였고 이에 대한 내용을 논의하고자 한다.

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The Feed-forward Controller and Notch Filter Design of Single-Phase Photovoltaic Power Conditioning System for Current Ripple Mitigation (단상 PVPCS 출력 전류의 리플 개선을 위한 노치 필터 및 피드 포워드 제어기 설계)

  • Kim, Seung-Min;Yang, Seung-Dae;Choi, Ju-Yeop;Choy, Ick;Lee, Young-Gwon
    • 한국태양에너지학회:학술대회논문집
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    • 2012.03a
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    • pp.325-330
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    • 2012
  • A single-phase PVPCS(photovoltaic power conditioning system) that contains a single phase dc-ac inverter tends to draw an ac ripple current at twice the out frequency. Such a ripple current may shorten passive elements life span and worsen output current THD. As a result, it may reduce the efficiency of the whole PVPCS system. In this paper, the ripple current propagation is analyzed, and two methods to reduce the ripple current are proposed. Firslyt, this paper presents notch filter with IP voltage controller to reject specific current ripple in single-phase PVPCS. The notch filter can be designed that suppress just only specific frequency component and no phase delay. The proposed notch filter can suppress output command signal in the ripple bandwidth for reducing output current THD. Secondly, for reducing specific current ripple, the other method is feed-forward compensation to incorporate a current control loop in the dc-dc converter. The proposed notch filter and feed-forward compensation method have been verified with computer simulation and simulation results obtained demonstrate the validity of the proposed control scheme.

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Feed-forward Learning Algorithm by Generalized Clustering Network (Generalized Clustering Network를 이용한 전방향 학습 알고리즘)

  • Min, Jun-Yeong;Jo, Hyeong-Gi
    • The Transactions of the Korea Information Processing Society
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    • v.2 no.5
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    • pp.619-625
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    • 1995
  • This paper constructs a feed-forward learning complex algorithm which replaced by the backpropagation learning. This algorithm first attempts to organize the pattern vectors into clusters by Generalized Learning Vector Quantization(GLVQ) clustering algorithm(Nikhil R. Pal et al, 1993), second, regroup the pattern vectors belonging to different clusters, and the last, recognize into regrouping pattern vectors by single layer perceptron. Because this algorithm is feed-forward learning algorithm, time is less than backpropagation algorithm and the recognition rate is increased. We use 250 ASCII code bit patterns that is normalized to 16$\times$8. As experimental results, when 250 patterns devide by 10 clusters, average iteration of each cluster is 94.7, and recognition rate is 100%.

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Forward Osmosis Based Seawater Desalination using Liquid Fertilizer as Draw Solution (액상 비료를 유도 용액으로 사용하는 정삼투 기반의 해수 담수화)

  • Park, Seong-Jik;An, Hee-Kyung
    • Journal of The Korean Society of Agricultural Engineers
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    • v.55 no.2
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    • pp.21-27
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    • 2013
  • The present study explored the way to desalinate seawater for agricultural irrigation using forward osmosis (FO) process using liquid fertilizer as draw solution. FO experiments were performed in a cross flow mode using flat sheet FO membrane. The effect of membrane orientation, flow rate, and draw solution concentration on the performance of forward osmosis was investigated by measuring water flux of forward osmosis membrane. The water flux when the draw solution was placed against the membrane active layer was lower than the water flux when the feed solution was placed against the membrane active layer. This results indicated that the decrease of effective osmotic pressure by dilutive internal concentration polarization was less than that by concentrative internal concentration polarization. Increasing flow rate from 66.7 to 133.1 $cm^3$/min resulted in increase of the water flux when the membrane active layer orient to draw solution and feed solution, respectively. The reduction of resistance to water flow increased water flux at higher flow rate. The water flux of FO membrane increased with increasing draw solution concentration from 10000 to 30000 mg/L. The water flux for $KH_2PO_4$ draw solution was similar to that for commercial fertilizer. Optimization of FO process would contribute to economically desalinate brackish water for agricultural use.

Implementation of a Feed-Forward Neural Network on an FPGA Chip for Classification of Nonlinear Patterns (비선형 패턴 분류를 위한 FPGA를 이용한 신경회로망 시스템 구현)

  • Lee, Woon-Kyu;Kim, Jeong-Seob;Jung, Seul
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.45 no.1
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    • pp.20-27
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    • 2008
  • In this paper, a nonlinear classifier of a feed-forward neural network is implemented on an FPGA chip. The feedforward neural network is implemented in hardware for fast parallel processing. After off line training of neural network, weight values are saved and used to perform forward propagation of neural processing. As an example, AND and XOR digital logic classification is conducted in off line, and then weight values are used in neural network. Experiments are conducted successfully and confirmed that the FPGA neural network hardware works well.

Feed-Forward Control of Transient Gain Dynamics of an EDFA for Optical Burst Networks

  • Cho, Jeong-Sik;Cho, Min-Jae;Won, Yong-Hyub
    • ETRI Journal
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    • v.29 no.5
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    • pp.679-681
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    • 2007
  • In this letter, we demonstrate a technique for suppression of transients in output bursts of an erbium-doped fiber amplifier (EDFA) in an optical burst network. To suppress the transients, the EDFA is forward-fed by non-fluctuating input utilizing a power-modulated burst control packet channel. Using the technique, we obtained a maximum 1.7 dB reduction in gain transient in the EDFA output, and we transmitted 9.953 Gbps data bursts and 2.488 Gbps burst control packets stably.

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Evaluation of FO membrane performance for each type of pre-treatment from WWTP secondary effluents (하수방류수의 전처리 조건별 FO막의 운전성능평가)

  • Jeong, Junwon;Kim, Jihoon;Kim, Geonyoub;Park, Junyoung;Kim, Hyungsoo;Kim, Hyungsook
    • Journal of Korean Society of Water and Wastewater
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    • v.30 no.2
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    • pp.131-137
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    • 2016
  • The development of alternative water resources has emerged as an effective method for solving drought of water resources due to extreme weather and increase in water consumption. Recently, in Korea, there has been active research on reverse osmosis desalination technology, wastewater reuse using forward osmosis membranes, and the forward osmosis(FO)-reverse osmosis(RO) hybrid process combining these two technologies. In this study, the basic performance of FO membranes manufactured by three domestic and international manufactures such as Microfilter Co., Ltd., Toray Chemical Korea Inc., and Hydration Technologies Inc., were investigated for wastewater reuse. In addition, as an experiment to select feed solution, the selected membranes were operated 48 consecutive hours using three secondary effluents pretreated by the UF membrane with a pore size of $0.1{\mu}m$ and auto strainer with pore sizes of $1{\mu}m$ and $100{\mu}m$ as feed solution. Although there was not much difference in the operating performance. Thus, the treated water using the $100{\mu}m$ auto strainer was selected as feed solution applied to the assessment.

Robust and Unity Input Power Factor Control Scheme for Electric Vehicle Battery Charger (전기차 배터리 충전기용 강인한 단위 입력 역률 제어장치)

  • Nguyen, Cong-Long;Lee, Hong-Hee
    • The Transactions of the Korean Institute of Power Electronics
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    • v.20 no.2
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    • pp.182-192
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    • 2015
  • This study develops a digital control scheme with power factor correction for a front-end converter in an electric vehicle battery charger. The front-end converter acts as the boost-type switching-mode rectifier. The converter assumes the two roles of the battery charger, which include power factor control and robust charging performance. The proposed control scheme consists of a charging control algorithm and a grid current control algorithm. The scheme aims to obtain unity input power factor and robust performance. Based on the linear average model of the converter, a constant-current constant-voltage charging control algorithm that passes through only one proportional-integral controller and a current feed-forward path is proposed. In the current control algorithm, we utilized a second band pass filter, a single-phase phase-locked loop technique, and a duty-ratio feed-forward term to control the grid current to be in phase with the grid voltage and achieve pure sinusoidal waveform. Simulations and experiments were conducted to verify the effectiveness of the proposed control scheme, both simulations and experiments.

A Control System Using Butterworth Filter for Loss-in-Weight Feeders (버터워스 필터를 이용한 감량식 정량연속공급장치 제어 시스템)

  • Kang, In-Jae;Moon, Sung-Min;Kwon, Joon Ho;Hong, Daehie
    • Journal of the Korean Society for Precision Engineering
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    • v.31 no.10
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    • pp.905-911
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    • 2014
  • A Loss-in-Weight (LIW) feeder, a type of automated measuring device, is a continuous feeder used in many mass production industries. Due to its versatility, there have been constant demands of LIW feeders in food production supply lines as well as chemical and pharmaceutical industries. In this paper, the process of designing a LIW feeder system with better performance will be examined and compared with commercial products. This system is characterized by low pass Butterworth filter and feed forward PI control. The filter is for noise disposal caused by dynamic condition of a LIW feeder. The feed forward PI control, based on linearity feature of feeders, is adequate for stable driving of the system. At the end, a possible evaluation method of LIW system will be proposed to verify the specific achievement of this paper.

Iterative Feed-forward Control of Shaking Table System Based on FRF of Hydraulic Actuator (유압 서보 구동기의 동특성을 고려한 진동 시험기의 반복 피드포워드 제어)

  • Lee, Dong-Jae;Park, Young-Jin;Park, Youn-Sik;Kim, Hyoung-Eui;Park, Jong-Won
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2007.05a
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    • pp.556-560
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    • 2007
  • In this paper, the research results for the improvement of tracking performance of a hydraulic shaking table are presented. A servo-hydraulic shaking table is not only highly nonlinear but also has a lot of time delay. In addition, the shaking table, which consists of multi axial hydraulic actuators, is a MIMO system coupled by kinematics and dynamics of each other's actuators. And it is demanded for the shaking table to track arbitrary trajectories up to high frequency even at the extreme situations such as substantial external loads and large disturbances. For this purpose, an iterative feed-forward control based on the inverse of a measured frequency response function is used for the shaking table. To solve the dynamic coupling, a pressure feedback control as numerical damping is used. It is shown through numerical simulations that the tracking performance of shaking table is improved up to 100Hz.

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