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Color-based Image Retrieval using Color Segmentation and Histogram Reconstruction

  • Kim, Hyun-Sool;Shin, Dae-Kyu;Kim, Taek-Soo;Chung, Tae-Yun;Park, Sang-Hui
    • KIEE International Transaction on Systems and Control
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    • v.12D no.1
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    • pp.1-6
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    • 2002
  • In this study, we propose the new color-based image retrieval technique using the representative colors of images and their ratios to a total image size obtained through color segmentation in HSV color space. Color information of an image is described by reconstructing the color histogram of an image through Gaussian modelling to its representative colors and ratios. And the similarity between two images is measured by histogram intersection. The proposed method is compared with the existing methods by performing retrieval experiments for various 1280 trademark image database.

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Simple Compensation Method of Unclamped Switch Voltages in a Three-Level NPC Inverter (3-레벨 NPC 인버터에서 클램핑되지 않는 스위치 전압의 간단한 보상기법)

  • Ji, Kyun-Seon;Jou, Sung-Tak;Jeong, Hae-Gwang;Lee, Kyo-Beum
    • The Transactions of the Korean Institute of Power Electronics
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    • v.19 no.3
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    • pp.257-265
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    • 2014
  • This paper proposes a simple compensation method for switches of the unclamped voltage in the three-level NPC inverter. Voltages of inner-switches can be unclamped in the three-level NPC (neutral point clamped) inverter. It can cause the problem of the switch fault accident. By adding a capacitor, switches of the unclamped voltage can be clamped. Through the analysis of the circuit, the reason behind switches being unclamped was verified which leads to the solution method that designs a compensation capacitor. The proposed method was validated through the simulation and experimental results.

Classification of Defects in Rotary Compressor by Neural Pattern Recognition of Acoustic Emission Signal (AE신호의 신경망 형상인식법에 의한 로터리 압축기의 결함 분류에 관한 연구)

  • Lee, K.Y.;Lee, C.M.;Hwang, I.B.;Kim, Y.W.;Hong, J.K.
    • Journal of the Korean Society for Nondestructive Testing
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    • v.18 no.1
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    • pp.17-26
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    • 1998
  • The specimen with the wear between a roller and a vane and a normal specimen are classified by AE signal pattern recognition method with a neural network classifier in airconditioning operation test. Also the specimen with the scoring between a shaft and a bearing and a normal specimen are classified by the same method. As the internal pressure increases, the wear between the roller and the vane increases. The different pairs of oils and refrigerants five the effect on the wear.

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Measurement of Indoor Air Quality for Ventilation with the Existence of Occupants in Schools

  • Shin Hee-Soo;Lee Jai-Kwon;Ahn Young-Chull;Yeo Chang-Shin;Byun Sang-Hyun;Lee Jae-Keun;Kang Tae-Wook;Lee Kam-Gyu;Park Hyo-Soon
    • Journal of Mechanical Science and Technology
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    • v.19 no.4
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    • pp.1001-1005
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    • 2005
  • This paper evaluates the performance of ventilation for the removal of indoor pollutants as a function of ventilation rate and the number of occupants in a test room and school classroom. An experimental apparatus consists of a test room, a tracer gas supply system, a gas detector, and a fan for ventilation air supply with a controller. The ventilation performance is evaluated in a step-down method based on ASTM Standard E741-83 using $CO_{2}$ gas as a tracer gas in the test room of 35 $m^{3}.$ For the ventilation air flow rate of 1.0 ACH, a recommended ventilation flow rate of Korea school standard for acceptable indoor air quality in the case of one person, CO_{2}$ gas concentration decreases up to $55{\%}$ within 50 minutes without occupancy and increases up to $75{\%}$ in the case of one occupant. Also indoor air quality at the school classroom is investigated experimentally.

Psychoacoustical Study for Sound Quality Index of Steady State Noise of Refrigerators (냉장고 정상상태 소음의 음질 인덱스 개발을 위한 심리음향학적 연구)

  • Kong, Kyung-Soo;Jung, Weui-Bong;Kim, Tae-Hoon;Shin, Dae-Sik;Ahn, Se-jin
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.26 no.5
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    • pp.536-545
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    • 2016
  • Household refrigerator radiates noise of which the pattern is dependent on the operating condition of its parts, such as compressor, flow fans, etc. Thus the refrigerator noise has a variety of frequency characteristics. Therefore, it is required to consider the noise characteristics for evaluating the noise quality and eventually developing the sound quality index of the refrigerator noise. In this study, five units of household refrigerator were selected to measure their noises that were used to generate sound sources for jury test of the study. The measured noises of five refrigerators were divided into ten kinds of sound source by considering operating condition and frequency characteristics. Additionally, the ten sources were each edited to have the same SPL of 30 dBA. Totally twenty kinds of sound sources (10-original SPL, 10-edited SPL 30 dBA) were evaluated by twenty-two subjects, and compared with their sound quality metrics. It was found that only the loudness of the metrics was meaningfully correlated with the subjective evaluation. The rests, sharpness, roughness and fluctuation strength, were not related. The conclusion of this study is that a new sophisticated index is necessary to be developed to qualitatively evaluate the household refrigerator noise.

A Study on the Establishment of Automobile Logistics Cluster in PyeongtaekDangjin Port (평택당진항의 자동차 물류 클러스터 구축방안)

  • Baik, Jong-Sil
    • Journal of Korea Port Economic Association
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    • v.35 no.4
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    • pp.147-168
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    • 2019
  • This paper explores strategies for building an automobile logistics cluster in PyeongtaekDangjin Port, which needs to be developed and operated for automobile related value-added logistics services. The future of Korean automobile exports seems gloomy, but many domestic ports, including PyeongtaekDangjin Port, are struggling to secure a position as automobile ports by expanding port facilities to attract exports and transshipment vehicles. PyeongtaekDangjin Port is currently the best automobile port as it is under good conditions for building an automobile logistics cluster. Ssangyong Motor Co., Kia Motors Corp., Samsung Electronics Co., and LG Electronics Inc., which are located nearby, can secure enough land to build an automobile logistics cluster by developing a port distribution complex in the future. This will promote the sustainable development of PyeongtaekDangjin Port by creating a logistics hub, specifically an automobile logistics hub, which would allow diverse cultures and experiences to respond appropriately to future mobility development.

Analysis of Comfortable Environment in the Classroom with Humidification and Ventilation in Winter (겨울철 가습 및 환기에 따른 교실내 쾌적환경 분석)

  • Cheong, Seong-Ir;Sheng, Nai-Li;Kim, Doo-Hyun;Lee, Jae-Keun;Hwang, Yu-Jin;Park, Jong-Hoon;Seo, Seok-Jang
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.21 no.7
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    • pp.402-408
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    • 2009
  • In this paper, the effects of ventilation and humidification on thermal comfort and indoor air quality(IAQ) were evaluated in a classroom when a heat pump system was operated in winter. Thermal comfort parameters, such as temperature, relative humidity, globe temperature and air velocity, were measured at 9 points in the classroom. The concentration of $CO_2$ and total suspended particles(TSP) in the classroom were measured in order to analyze IAQ. Temperature distribution in the classroom was decreased by $2{\sim}5^{\circ}C$ when the ventilation system and the humidifier were operated. When the relative humidity was adjusted to 60% by operating the humidifier and the ventilation system, the predicted mean vote(PMV) in the classroom was within the comfortable range of $-0.5{\sim}0.5$. When the ventilation system was operated, the average concentration of $CO_2$ and TSP were decreased by 645 ppm and 0.17 $mg/m^3$, respectively. This paper suggests the humidification and ventilation conditions to maintain the comfortable environment in the school classroom in winter experimentally.

The comparision of fatigue behavior of $CO_2$ plug weld and resistance spot weld (저항점용접과 $CO_2$ 플러그용접의 피로거동 연구)

  • Jeong, Won-Uk;Jeong, Yeon-Su;Kang, Seong-Su
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.22 no.3
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    • pp.554-561
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    • 1998
  • Vehicle body structures are formed by thousands of spot welds and fatigue failure of vehicle structures occur near the spot welds after driving a long way at a durability test road. It is necessary to know accurately the reason of the fatigue failure of the spot weld in the developing stage in order to reinforce it. Many investigations have been done regarding the strength of spot welded joints, contributing to understand its fatigue strength. In developing process, a fatigue failed spot welded area can be repaired by $CO_2$ welding or another method to continue the test. To know the effect of reinforcing these welds, several methods of welding were analyzed and compared to spot welding. With the results of this test, the appropriate repair method can be used instead of spot welding during the development of new car and best design guide can be given for the strength. In this study, fatigue and static tensile tests are made and microstructure is investigated for the purpose of estimating the strength of welded joints by using spot welded and $CO_2$ plug welded specimens. The tested specimens are of two types : Tensile-shear type(TS) and L-tension type(LT).

Comparison of the PMV and $CO_2$ Concentration, Energy Consumption Characteristics of Central Air-Conditioning System and System Air-Conditioner with Ventilation System for Large Space (중형공간에서 중앙공조방식과 시스템에어컨 방식에 따른 PMV와 $CO_2$농도, 에너지소비량 비교)

  • Sung, Sang-Chul;Noh, Kwang-Chul;Chin, Sim-Won;Oh, Myung-Do
    • Proceedings of the SAREK Conference
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    • 2008.11a
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    • pp.298-303
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    • 2008
  • PMV, $CO_2$ and the energy consumption performance were numerically investigated in a large space with air-conditioning systems of four type. The numerical results showed that thermal comforts in the occupied zone are nearly similar in three systems except 3-way wall type system air-conditioner with ventilation system installed 2.2m height from the bottom. In case of 3-way wall type system air-conditioner the energy consumption for cooling loads was reduced about 25.5% compared to other air-conditioning systems. From the viewpoint of IAQ, it was turned out that system air-conditioner with ventilation system became worse about 20% compared to central air-conditioning systems for cooling load. The PMV, $CO_2$ concentration and energy consumption of all systems for heating loads were similar in a large space considered.

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An Adaptive Multiple Target Tracking Filter Using the EM Algorithm (EM 알고리즘을 이용한 적응다중표적추적필터)

  • Hong Jeong;Park, Jeong-Ho
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.38 no.5
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    • pp.583-597
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    • 2001
  • Tracking the targets of interest has been one of the major research areas in radar surveillance system. We formulate the tracking problem as an incomplete data problem and apply the EM algorithm to obtain the MAP estimate. The resulting filter has a recursive structure analogous to the Kalman filter. The difference is that the measurement-update deals with multiple measurements and the parameter-update can estimate the system parameters. Through extensive experiments, it turns out that the proposed system is better than PDAF and NNF in tracking the targets. Also, the performance degrades gracefully as the disturbances become stronger.

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