• Title/Summary/Keyword: Automatic analysis

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Assemblability Analysis of the Kinematic Configurations of Ravigneaux-Type Automatic Transmissions (라비뇨 타입 자동변속기의 기구학적 구성에 대한 조립 가능성 분석에 관한 연구)

  • Kwon, Hyun Sik
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.18 no.3
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    • pp.49-58
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    • 2019
  • Automatic transmissions are standard equipment in most automotive vehicles because they provide smooth speed shifting and a compact design with multiple speed ratios. Their structure consists mainly of planetary gear sets as power-transmitting devices and brakes and clutches as shifting devices. Several forward and one reverse speed ratios are achieved by actuating shifting devices to connect gears, input and output shafts, and the transmission case. In the development of a new transmission, kinematic configurations reflecting the transmission concept design are required, and the ability of the new concept design to be assembled without any interference among the connections must be demonstrated. In this study, an assemblability analysis of the kinematic configurations of a Ravigneaux-type automatic transmission was conducted with an assemblable example of an 8-speed Ravigneaux-type automatic transmission.

Study on Automated Land Cover Update Using Hyperspectral Satellite Image(EO-1 Hyperion) (초분광 위성영상 Hyperion을 활용한 토지피복지도 자동갱신 연구)

  • Jang, Se-Jin;Chae, Ok-Sam;Lee, Ho-Nam
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2007.04a
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    • pp.383-387
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    • 2007
  • The improved accuracy of the Land Cover/Land Use Map constructed using Hyperspectal Satellite Image and the possibility of real time classification of Land Use using optimal Band Selective Factor enable the change detection from automatic classification using the existed Land Cover/Land Use Map and the newly acquired Hyperspectral Satellite Image. In this study, the effective analysis techniques for automatic generation of training regions, automatic classification and automatic change detection are proposed to minimize the expert's interpretation for automatic update of the Land Cover/Land Use Map. The proposed algorithms performed successfully the automatic Land Cover/Land Use Map construction, automatic change detection and automatic update on the image which contained the changed region. It would increase applicability in actual services. Also, it would be expected to present the effective methods of constructing national land monitoring system.

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A Study of Railway Bridge Automatic Damage Analysis Method Using Unmanned Aerial Vehicle and Deep Learning-based Image Analysis Technology (무인이동체와 딥러닝 기반 이미지 분석 기술을 활용한 철도교량 자동 손상 분석 방법 연구)

  • Na, Yong Hyoun;Park, Mi Yeon
    • Journal of the Society of Disaster Information
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    • v.17 no.3
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    • pp.556-567
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    • 2021
  • Purpose: In this study, various methods of deep learning-based automatic damage analysis technology were reviewed based on images taken through Unmanned Aerial Vehicle to more efficiently and reliably inspect the exterior inspection and inspection of railway bridges using Unmanned Aerial Vehicle. Method: A deep learning analysis model was created by defining damage items based on the acquired images and extracting deep learning data. In addition, the model that learned the damage images for cracks, concrete and paint scaling·spalling, leakage, and Reinforcement exposure among damage of railway bridges was applied and tested with the results of automatic damage analysis. Result: As a result of the analysis, a method with an average detection recall of 95% or more was confirmed. This analysis technology enables more objective and accurate damage detection compared to the existing visual inspection results. Conclusion: through the developed technology in this study, it is expected that it will be possible to analysis more accurate results, shorter time and reduce costs by using the automatic damage analysis technology using Unmanned Aerial Vehicle in railway maintenance.

Automatic Analysis of Bone Formation in a Mouse Model of Frontal Bone Defect (전두골 결손 마우스 모델의 골형성 자동 분석)

  • Kang, Sun-Kyung;Jung, Sung-Tae
    • Journal of Korea Multimedia Society
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    • v.18 no.9
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    • pp.997-1007
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    • 2015
  • In this paper, we propose a method for automatically analyzing the bone formation in a mouse model of frontal bone defect. We perforate two holes of 0.8mm diameter in the frontal bone and observe the bone formation process using a micro CT. Because the conventional analysis software of the micro CT does not support automatic analysis of the bone formation status, we have to use a manual analysis method. However the manual analysis is very cumbersome and requires a lot of time, we propose an automatic analysis method. It rotates the image around three axes directions so that the mouse's skull come into regular position. It calculates the cumulative image of the voxel values for the perforated bone surface. It estimates the hole location by finding the darkest point in the cumulative image. The proposed method was applied to 24 CT images of saline administration group and PTH administration group and hole location was estimated. BV/TV index was calculated for the estimated hole to evaluate the bone formation status. Experimental results showed that bone formation process is more active in PTH administration group. The method proposed in this paper could replace successfully the cumbersome and time consuming manual job.

Feature Extraction for Automatic Golf Swing Analysis by Image Processing (영상처리를 이용한 골프 스윙 자동 분석 특징의 추출)

  • Kim, Pyeoung-Kee
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.5 s.43
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    • pp.53-58
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    • 2006
  • In this paper, I propose an image based feature extraction method for an automatic golf swing analysis. While most swing analysis systems require an expert like teaching professional, the proposed method enables an automatic swing analysis without a professional. The extracted features for swing analysis include not only key frames such as addressing, backward swing, top, forward swing, impact, and follow-through swing but also important positions of golfer's body parts such as hands, shoulders, club head, feet, knee. To see the effectiveness of the proposed method. I tested it for several swing pictures. Experimental results show that the proposed method is effective for extracting important swing features. Further research is under going to develop an automatic swing analysis system using the proposed features.

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A study on the Development of Automatic Bottle Air Rinser (Automatic Bottle Air Rinser 개발에 관한 연구)

  • 이춘만;김대성;김현진
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2004.04a
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    • pp.258-262
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    • 2004
  • This study has been focused on the development of automatic bottle air rinser. It is designed to rinse clean empty bottles prior to filling. The bottles are automatically indexed beneath an air nozzle that has both a clean airjet and vacuum source. The bottle is first given a burst of clean air to loosen any particles from the wall of the bottle. A vacuum sequence follows which removes all particulates into a self contained filter unit. In order to the provide the desired function, analysis is carried out by FEM simulation using FLUENT and CATIA software. The final results of analysis are applied to the design of automatic bottle rinser and the machine is successfully developed.

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Development of Automatic Analysis System for Water Repellency of Packaging Paper -Automatic Measurement of Water Repellency Based on KS M 7057- (포장지의 발수도 자동 해석 시스템 개발 -KS M 7057에 근거한 발수도 자동 측정-)

  • 김철환;최경민;강진기;박종열
    • Journal of Korea Technical Association of The Pulp and Paper Industry
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    • v.35 no.1
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    • pp.7-12
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    • 2003
  • The test results for water repellency of paper and paperboard according to KS M 7057 can readily be influenced by an operator's bias. In order to discard such bias, the automatic analysis program of water repellency was developed based on different shape features of a liquid trace formed on a specimen. That is, the shape of a liquid track flowing down on the specimen with an angle of $45^{\circ}$ was evaluated according to width variation between head and tail of the trace($S_{Hr}$), uniformity of a liquid flow($S_{d}$), length of long traces($L_{SHr}$), eccentricity of liquid traces($E_{i}$), and then was recognized as a specific degree of water repellency. Finally, the automatic analysis system of water repellency based upon KS M 7057 made it possible to readily measure water resistance of paper and paperboards classified into R0 to R10.

A study on the Development of Automatic Bottle Air Rinser (Automatic Bottle Air Rinser 개발에 관한 연구)

  • Kim, Dae-Sung;Kim, Hyun-Jin;Lee, Choon-Man
    • Journal of the Korean Society for Precision Engineering
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    • v.22 no.8 s.173
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    • pp.71-75
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    • 2005
  • This study has been focused on the development of automatic bottle air rinser. It is designed to rinse clean empty bottles prior to filling. The bottles are automatically indexed beneath an air nozzle that has both a clean airjet and vacuum source. The bottle is first given a burst of clean air to loosen any particles from the wall of the bottle. A vacuum sequence follows which removes all particulates into a self contained filter unit. In order to the provide the desired function, analysis is carried out by FEM simulation using FLUENT and CATIA software. The final results of analysis are applied to the design of automatic bottle rinser and the machine is successfully developed.

Study on Analysis of the Improvement and Problem for Automatic Fare Collection of Metropolitan Area Railway(Subway) (수도권 전철(지하철)의 역무자동화에 따른 문제점 분석 및 개선방안)

  • Lee, Tai-Sik;Moon, Deuk-Soo;Park, Eun-Soo;Lee, Jung-Ho
    • Proceedings of the KSR Conference
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    • 2007.05a
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    • pp.1908-1912
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    • 2007
  • The metropolitan area needs to control the Automatic Fare Collection (AFC) and transportation card system in order to implement an efficient railway and subway. This paper introduces a suitable analysis to take advantage of the systematic method of the AFC and transportation card. These systems should consider the fare system, transportation pass and AFC equipment, which are organized with the Automatic Ticket Vending Machine, the Ticket Office Machine and the Card System of Radio Frequency (RF). However, the organization includes the fact the Automatic Ticket Vending Machine has a problem with the proceeding speed of passengers and inconvenience. Second, the majority of passengers have not utilized the Ticket Office Machine. Also, it should consider whether the transportation card is the proper system in the metropolitan area. Based on the analysis of national and international cases, it suggests that the AFC should make more improvements in the metropolitan area railway and subway.

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Automatic Measurement of Microbial Growth in Snake-Flask Culture using an Economic and Automated flow injection Analysis Apparatus (경제적인 자동화 FIA 장치를 이용한 진탕플라스크 배양액의 미생물 증식도의 자동측정)

  • 이형춘
    • KSBB Journal
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    • v.19 no.3
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    • pp.241-244
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    • 2004
  • An automated flow injection analysis apparatus manufactured economically was used in the automatic measurement of E. col growth in shake-flask culture of nutrient broth. The detailed measurement of whole growth was possible at intervals of 10 minutes by the automatic measurement system which adopted the sterilized nutrient broth as a carrier solution. Using distilled water as a carrier solution showed less accurate results than nutrient broth.