• Title/Summary/Keyword: MA filter

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A Sobel Operator Combined with Patch Statistics Algorithm for Fabric Defect Detection

  • Jiang, Jiein;Jin, Zilong;Wang, Boheng;Ma, Li;Cui, Yan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.2
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    • pp.687-701
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    • 2020
  • In the production of industrial fabric, it needs automatic real-time system to detect defects on the fabric for assuring the defect-free products flow to the market. At present, many visual-based methods are designed for detecting the fabric defects, but they usually lead to high false alarm. Base on this reason, we propose a Sobel operator combined with patch statistics (SOPS) algorithm for defects detection. First, we describe the defect detection model. mean filter is applied to preprocess the acquired image. Then, Sobel operator (SO) is applied to deal with the defect image, and we can get a coarse binary image. Finally, the binary image can be divided into many patches. For a given patch, a threshold is used to decide whether the patch is defect-free or not. Finally, a new image will be reconstructed, and we did a loop for the reconstructed image to suppress defects noise. Experiments show that the proposed SOPS algorithm is effective.

PWAM Based THD Reduction of Inverter for Air-Conditioning Blower (PWAM 방식을 이용한 공조시스템용 인버터의 THD 저감 방법)

  • Lim, Seung-Beom;Lee, Yun-Ha;Zun, Chan-Yong
    • Proceedings of the KIPE Conference
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    • 2011.07a
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    • pp.97-98
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    • 2011
  • The HVAC(Heating Ventilation and Air conditioning) system is controlled by two ways, one is ON/OFF control and the other is PWM inverter with V/F. Control of blower with the use of PWM inverter has quite some benefits such as the capability of changing speed, high efficiency and reduced noise level compared with ON/OFF control. But if blower is operated at low speed, high THD generated by decrease of ma, and output voltage lowered in proportion to frequency. To solve these problems, filter should be installed at the output stage of inverter, which can decrease THD but has problems such as increase of volume size and additional braking resistance. This paper proposes the PWAM method which can reduce THD instead of installing the filter at the output stage of inverter. The proposed PWAM method is an inverter modulation method that fixes the modulation index of inverter to reduce THD by varying DC link voltage of inverter unlike conventional PWM method. Finally, the validity of proposed PWAM methods verified by experiments.

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Visual Object Tracking using Surface Fitting for Scale and Rotation Estimation

  • Wang, Yuhao;Ma, Jun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.15 no.5
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    • pp.1744-1760
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    • 2021
  • Since correlation filter appeared in the field of object tracking, it plays an increasingly vital role due to its excellent performance. Although many sophisticated trackers have been successfully applied to track the object accurately, very few of them attaches importance to the scale and rotation estimation. In order to address the above limitation, we propose a novel method combined with Fourier-Mellin transform and confidence evaluation strategy for robust object tracking. In the first place, we construct a correlation filter to locate the target object precisely. Then, a log-polar technique is used in the Fourier-Mellin transform to cope with the rotation and scale changes. In order to achieve subpixel accuracy, we come up with an efficient surface fitting mechanism to obtain the optimal calculation result. In addition, we introduce a confidence evaluation strategy modeled on the output response, which can decrease the impact of image noise and perform as a criterion to evaluate the target model stability. Experimental experiments on OTB100 demonstrate that the proposed algorithm achieves superior capability in success plots and precision plots of OPE, which is 10.8% points and 8.6% points than those of KCF. Besides, our method performs favorably against the others in terms of SRE and TRE validation schemes, which shows the superiority of our proposed algorithm in scale and rotation evaluation.

Fabrication and Evaluation of Thin Film Filter Type 4-Channel Wavelength Division Multiplexing Device (박막필터형 4- 채널 파장분할 다중화 소자의 제작 및 평가)

  • Park, Kyung Hyun;Seo, Wan Seok;Chung, Young Man;Park, Hee Gap;Ma, Dong Sung;Kang, Min Ho
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.24 no.3
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    • pp.400-407
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    • 1987
  • Thin film filter type 4-channel wavelength division multiplexing(WDM) device was designed and fabricated for the application in optical subscriber loop system. It has multi-mode fiber pigtails and four wavelength division consisting of 0.81, 0.89, 1.2 and 1.3 um. The evaluated performances are 1-2d B of insertion loss(connector loss excluded)and 30-35d B of crosstalk attenuation for all channels. The performance of the fabricated device was tested in the wideband optical transmission experiment, where the SNR degradation due to the crosstalk of the device was found to be within a measurement error.

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Study of Catalytic Filter on the Removal of Dust and HVOC (촉매필터를 이용한 먼지 및 HVOC 제거 특성 연구)

  • Jeong, Soon Kwan;Park, Young Ok
    • Applied Chemistry for Engineering
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    • v.19 no.1
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    • pp.80-85
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    • 2008
  • Catalytic filter is capable of performing shallow bed dust filtration plus a catalytic reaction, promoted by a catalyst deposited in its inner structure. Such a feature may allow potential cost and space reduction in several environmental applications. Dust filtration and halogenated volatile organic compound (1,2-dichlorobenzene) destruction were carried out in a lab-scale reactor. $WO_3-V_2O_5/TiO_2$ supplied by MaGreen, which showed high catalytic acitivity at low temperature, was used as a catalyst. P-84 that can be operated under $250^{\circ}C$ was used as a felt. The catalytic activity and filtration efficiency of catalytic filters were investigated under the operating conditions, including temperature, face velocity, and dust concentration. The catalytic activity of catalytic filter increased with increasing temperature and the amount of catalyst loaded. The test results showed that the filtration efficiency was primarily affected by the face velocity. Pressure drop variations as a function of time were investigated for a variety of conditions. In case of virgin filter, a dramatic decrease in the pulse interval and a slightly increase in the base line pressure drop were observed. A relatively slow pressure drop build-up was recorded for the catalytic filter due to smooth and slippery surface characteristics of nanofiber. The catalytic filter indicated that high filtration efficiency over 99.98% and high catalytic activity over 90% at 1 m/min and $210^{\circ}C$.

Phase Image of Susceptibility Weighted Image Using High Pass Filter Improved Uniformity (위상영상 획득 시 영상의 균일도 향상을 위한 high pass filter의 적용)

  • Lee, Ho-Beom;Choi, Kwan-Woo;Son, Soon-Yong;Na, Sa-Ra;Lee, Joo-Ah;Min, Jung-Whan;Kim, Hyun-Soo;Ma, Sang-Chull;Jeong, Yeon-Jae;Jeong, Yeon-Gyu;Yoo, Beong-Gyu;Lee, Jong-Seok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.11
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    • pp.6702-6709
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    • 2014
  • In this study, a susceptibility weighted image (SWI) showed a wrapped phase and a non-uniformity of the rapid susceptibility difference. Consequently, the bandwidth limits at low frequency were improved by applying HPF. From November 2013 to March 2014, a three-dimensional SWI was obtained from patients and compared with the existing images and HPF phase images. The maximum and minimum signal intensity differences and non-uniformity were analyzed. As a result, a high pass filter before and after applying the maximum and minimum of the signal intensity difference was decreased by 274.16% (498.98), and the non-uniformity was decreased by 439.55% (19.83). After applying the HPF, a comparison with the existing phase images revealed the HPF phase images to have high signal and image uniformity of the SWI image. A high pass filter method can effectively remove the non-uniformity and improve the overall image quality.

Characteristics of Nitrate (NO3-) Volatilization from Fine Particles (PM2.5) at 4 Measurement Sites in Seoul (미세입자(PM2.5)의 질산염 (NO3-) 휘발 특성 분석 -서울시 4개 측정지역을 중심으로-)

  • Kim, Yoo-Jung;Jung, Sung-Woon;Kang, Choong-Min;Ma, Young-Il;Kim, Su-Hyang;Woo, Jung-Hun;SunWoo, Young
    • Journal of Korean Society for Atmospheric Environment
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    • v.24 no.5
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    • pp.613-621
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    • 2008
  • The purpose of this study is to understand the impact that temperature and relative humidity have on the volatilization loss of particulate nitrate $(NO_3^-)$ from Teflon filters during measurements of ambient fine particles $(PM_{2.5})$. Fine particles $(d_p<2.5{\mu}m)$ were measured using an annular denuder system (ADS) at four representive areas in Seoul. The measurements were made during 28 different days at 24-hr sampling intervals from February 14 to October 15, 1997. In this study, nitrate losses. calculated by the ratio of nitrate on the nylon filter to their sum in both Teflon and nylon titters, varied seasonally in the following order: summer (45.5%) > spring (23.8%) > fall (20.6%) > winter (19.7%). The results showed strong correlations with temperature, but we did not observe any significant effects of relative humidity. However, we observed that both temperature and relative humidity influenced the ambient gas/particle nitrate ratio in a different case study using a denuder.

CCP에서의 마이크로 아킹 Fast-imging을 통한 마이크로 아킹 방전 메커니즘 조사

  • Kim, Yong-Hun;Jang, Hong-Yeong
    • Proceedings of the Korean Vacuum Society Conference
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    • 2012.08a
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    • pp.276-277
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    • 2012
  • 플라즈마 아킹은 PECVD, 플라즈마 식각 그리고 토카막과 같은 플라즈마를 이용하는 여러 공정과 연구 분야에서 문제가 되어왔다. 하지만, 문제의 중요성과 다르게 아킹에 대한 본질적인 연구는 아직 미비한 상태이다. 플라즈마 아킹은 집단전자방출(collective electron emission)에 의한 스파크 방전(spark discharge) 현상이다. 집단전자방출은 전계방출(field emission)이나 플라즈마와 쉬스를 두고 인접한 표면위에서의 유전분극(dielec emission)에 의해 발생한다. 우리는 CCP 플라즈마를 이용해 micro-arcing(MA)을 일으키고 랑뮈르 프로브를 이용해 MA 동안의 플로팅 포텐셜의 변화를 측정한다. MA시 PM-tube를 이용해 광량의 변화를 측정하고 플로팅 포텐셜을 fast-imaging과 동기화 시켜 MA 발생 메커니즘을 유추한다. 우리는 $30{\times}20$ cm 크기의 사각 전극을 위 아래로 가진 챔버에서 Ar 가스를 RF (13.56 MHz) 파워를 이용해 방전시켰다. 방전 전압과 전류는 파워 전극 앞단에서 High voltage probe (Tektronix P6015A)와 Current probe (TCPA300 + TCP312)를 이용해 측정했다. 플라즈마 아킹시 변하는 플라즈마 플로팅 포텐셜은 챔버 중앙에 위치한 랑뮈프 프로브에 의해 측정되고 챔버 옆의 뷰포트 앞에 위치한 PM-tube를 이용해 아킹시 변하는 광량을 측정하고 Intensified CCD를 이용해 fast-imaging을 한다. 또한 CCD 앞에 band pass filter를 부착하여 MA의 발생 메커니즘을 유추한다. RF 방전에서의 플라즈마 아킹은 아킹시 플로팅 포텐셜의 변화에 의해 크게 세부분으로 나눌 수 있다. 아킹 발생과 동시에 급격히 감소하는 감소부분(약 2 us) 그리고 감소한 포텐셜이 유지되는 유지부분(약 0~10 ms) 그리고 감소했던 포텐셜이 서서히 원래 상태로 회복되는 회복부분(약 100 us)이다. 아킹 초기시 방출된 집단 전자들은 쉬스를 단락시키게 되고 이로 인해 플로팅 포텐셜은 급격히 감소하게 된다. 이렇게 감소한 플로팅 포텐셜은 아킹 스트리머가 유지되는 한 계속 감소한 상태를 유지하게 된다. 그리고 플라즈마를 섭동했던 집단전자방출이 중단되면 플라즈마는 섭동전의 원래 상태로 회복된다. 플라즈마 아킹 발생시 생성되는 순간적으로 많은 전자들을 국소적으로 생성하게 되고 이 전자들에 의해 광량이 순간적으로 증가하게 된다. PM-tube (750.4 nm)에 의해 측정된 아킹시 광량은 정상방전 상태의 두배 가량이 된다. 그리고 이 순간적으로 증가된 광량은 시간이 지남에 따라 감소하게 되고 정상방전 일때의 광량이 된다. 광량이 증가한 후 정상방전상태의 광량에 이르는 부분은 플로팅 포텐셜이 감소한 상태에서 유지되는 부분과 일치하고 이는 플로팅 포텐셜의 유지부분동안 집단전자방출이 있다는 간접적인 증거가 된다. 그리고 정상 방전 상태 일때의 광량이 되면 집단전자방출이 중단되었다는 것이므로 그 시점부터 플로팅 포텐셜은 정산 방전상태 일때의 포텐셜로 복구되기 시작한다. 이처럼 PM-tube를 이용한 아킹 광량 측정은 아킹 스트리머를 간접적으로 측정하게 하고 집단전자방출을 이용해 아킹 시의 플로팅 포텐셜의 변화를 설명하게 해 준다.

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Current Control of Voltage Source Inverter (전압원 인버터의 전류제어)

  • Ma, J.S.;Youn, H.S.;Im, S.W.;Goo, B.H.;Kwon, W.H.
    • Proceedings of the KIEE Conference
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    • 1996.07a
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    • pp.328-332
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    • 1996
  • Current controlled inverter is the device which gives fast and accurate current output response for current command Existing current controlled inverters have no way but to take a narrow bandwidth due to resonance of output filter. In this paper, High performance current controlled inverter with multiloop structure is designed and modeling is executed in that basis. This paper realizes the high performance current controlled inverter with the bandwidth above resonant frequency, controls proposed inverter by analog controller, analyzes the performances through simulation and tests 2kW prototype system.

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Precision Position Control of PMSM using Neural Network Disturbance Observer and Parameter Compensator (신경망 외란관측기와 파라미터 보상기를 이용한 PMSM의 정밀 위치제어)

  • Ko J.S.;Lee T.H.
    • Proceedings of the KIPE Conference
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    • 2003.07a
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    • pp.393-397
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    • 2003
  • This paper presents neural load torque observer tha used to deadbeat load torque observer and regulation of the compensation gun by parameter estimator. As a result, the response of PMSM follows that of the nominal plant. The load torque compensation method is compose of a neural deadbeat observer. To reduce of the noise effect, the post-filter, which is implemented by MA process, is adopted. The parameter compensator with RLSM (recursive least square method) parameter estimator is adopted to increase the performance of the load torque observer and main controller. The parameter estimator li combined with a high performance neural torque observer to resolve the problems. As a result, the proposed control system becomes a robust and precise system against the load torque and the parameter variation. A stability and usefulness, through the verified computer simulation, are shown in this paper

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