• 제목/요약/키워드: Multi step

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다중센서-다중프레임 기반 표적분할기법 (A Target Segmentation Method Based on Multi-Sensor/Multi-Frame)

  • 이승연
    • 한국군사과학기술학회지
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    • 제13권3호
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    • pp.445-452
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    • 2010
  • Adequate segmentation of target objects from the background plays an important role for the performance of automatic target recognition(ATR) system. This paper presents a new segmentation algorithm using fuzzy thresholding to extract a target. The proposed algorithm consists of two steps. In the first step, the region of interest(ROI) including the target can be automatically selected by the proposed robust method based on the frame difference of each image sensor. In the second step, fuzzy thresholding with a proposed membership function is performed within the only ROI selected in the first step. The proposed membership function is based on the similarity of intensity and the adjacency of target area on each image. Experimental results applied to real CCD/IR images show a good performance and the proposed algorithm is expected to enhance the performance of ATR system using multi-sensors.

VME bus를 이용한 Step & Scan형 노광장비의 Control System 구성 (VME bus based control system for step & scan exposure tool)

  • 최용만;오병주;김도훈;정해빈
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.672-675
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    • 1997
  • This paper proposes a structure of the control system for the step & scan exposure tool. The step & scan exposure tool is used for the manufacturing process of the semiconductor DRAM memory of giga bit. The control system employs the VME bus instead of the conventional ISA bus so that all control signals and data can be managed separately by the 4 VME-PCs for fast and fault-free flow of signals for multi-tasking. A high speed I/O card is equipped for the real-time monitoring and control of the sub module equipment. Then all the subsystems are integrated and aligned for the operation of the step & scan exposure tool with the VME bus and, I/O card.

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시공 단계를 고려한 터널의 역해석에 관한 연구 (Back Analysis of Tunnel for multi-step Construction)

  • 김선명;윤지선
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2000년도 가을 학술발표회 논문집
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    • pp.479-484
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    • 2000
  • The reliable estimation of the system parameters and the accurate prediction of the system behavior are important to design tunnel safely and economically. Therefore, the back analysis using the field measurements data is useful to evaluate the geotechnical parameter for tunnel. In the back analysis method, the selection of initial value and uncertainty of field measurements influence significantly on the analysis result. In this paper, to overcome uncertainty of field measurements, we performed the back analysis using the displacement data gained at each step of excavation and support.

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섬유공정에서의 습.건열처리가 PET 필라멘트사의 열수축과 인장특성에 미치는 영향 (The Effect of Heat Treatment on Shrinkage and Mechanical Properties of PET Filament)

  • 김경렬;김승진;김태훈;김영진;이응곤;송재수
    • 한국염색가공학회지
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    • 제10권3호
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    • pp.10-19
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    • 1998
  • This paper investigates the change of mechanical properties and thermal shrinkage in commercial multi-filament PET(polyethylene terephthalate) , namely, regular yarn, POY, DTY and composite yarn. To determine changing the effects of processing steps, these were examined at three steps process simulation conditions. The first step is sizing simulation$(S-1\;step\;:\;130^\circ{C}\times2\;min$., hot air treatment under 0.1 gf/d load), the second step is scouring simulation$(S-2\;step\;:\;100^\circ{C}\times20\;min$., boiling water treatment under free tension)and final step is setting simulation$(S-3\;step\;:\;180^\circ{C}\times2\;min$., hot air treatment under free tension). Regular yarn in multi-step treatment showed higher shrinkage at S-3 step and DTY showed higher in at S-1 step. While POY was relaxed at S-1 step, composite yarn showed different shrinkage properties depending on composite yarn type. Mechanical properties showed good relationship with shrinkage : high shrinkage makes initial modulus decrease and bleating strain increase. It also makes decreasing yield strain and yield stress decrease.

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시뮬레이티드 어닐링을 이용한 다단 치차장치의 설계 시스템 개발 (Development of Design System for Multi-Stage Gear Drives Using Simulated Annealing Algorithm)

  • 정태형
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 1999년도 추계학술대회 논문집 - 한국공작기계학회
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    • pp.464-469
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    • 1999
  • Recently, the need for designing multi-stage gear drive has been increased as the hear drives are used more in the applications with high-speed and small volume. The design of multi-stage gear drives includes not only dimensional design but also configuration design of various machine elements. Until now, however, the researches on the design of gear drives are mainly focused on the single-stage gear drives and the design practices for multi-stage gear drives, especially in configuration design activity, mainly depend on the experiences and 'sense' of the designer by trial and error. We propose a design algorithm to automate the dimension design and the configuration design of multi-stage gear drives. The design process consists of four steps. The number of stage should be determined in the first step. In second step, the gear ratios of each reduction stage are determined using random search, and the ratios are basic input for the dimension design of gears, which is performed by the exhaustive search in third step. The designs of gears are guaranteed by the pitting resistance and bending strength rating practices by AGMA rating formulas. In configuration design, the positions of gears are determined to minimize the volume of gearbox using simulated annealing algorithm. The effectiveness of the algorithm is assured by the design example of a 4-stage gear drive.

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스텝펄스형 멀티레벨 인버터를 위한 RMS 등가형의 새로운 사인파 변조법 (Equivalent RMS Sine-wave Modulation of the Step-pulse type Multi-level Inverter)

  • 진선호;곽준호;조관준;오진석
    • 전력전자학회논문지
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    • 제11권3호
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    • pp.239-246
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    • 2006
  • 본 논문에서는 스텝 펄스형의 멀티레벨 인버터에 적용하기 위한 새로운 사인파 변조기법을 제안하고자 한다. 제안된 변조기법은 레벨수의 증가에 무관하게 스위칭 각의 계산이 쉽고, 각각의 스텝에서 이상적인 정현파와 수학적으로 동일한 실효치를 출력하도록 설계되었으며, 높은 출력레벨의 스텝펄스형 멀티레벨 인버터에서 정현파를 근사적으로 추종하는 파형을 생성할 수 있다. 본 논문에서는 셀 전압비를 이용하여 출력 레벨을 확장한 3셀 구조의 13레벨 케스케이드 H-브리지형 멀티레벨 인버터에 대하여 제안된 변조기법을 적용하였으며 시뮬레이션 및 실험을 통하여 확인하였다.

Diffusion Model을 활용한 신용 예측 데이터 불균형 해결 기법 (Mitigating Data Imbalance in Credit Prediction using the Diffusion Model)

  • 오상민;이주홍
    • 스마트미디어저널
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    • 제13권2호
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    • pp.9-15
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    • 2024
  • 본 논문에서는 신용 예측에서 발생하는 불균형 문제를 해결하기 위해 Diffusion Multi-step Classifier(DMC)를 제안한다. DMC는 Diffusion Model을 통해 신용 예측 데이터의 연속적인 수치형 데이터들을 생성하고 생성된 데이터들을 Multi-step Classifier로 구분하는 것으로 범주형 데이터를 생성한다. DMC를 통해 기존의 데이터를 생성하는 다른 알고리즘보다 실제 데이터와 유사한 분포를 가지는 데이터를 생성할 수 있었다. 이렇게 생성된 데이터를 사용하여 실험을 진행하였을 때 연체를 예측할 확률이 20%이상 상승하였으며, 전체적으로 예측 정확성은 약 4%정도 상승하였다. 이러한 연구 결과는 실제 금융기관에 적용 시 연체율 감소와 수익 증가에 큰 기여를 할 수 있을것으로 예상된다.

다동전류형 인버어터 구동에 관한 연구 (A Study on the Multi-Current Source Inverter Drives)

  • 정연택;한경희;황락훈
    • 대한전기학회논문지
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    • 제36권8호
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    • pp.539-546
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    • 1987
  • In case of operating at Variable speed the induction motor by a frequency transformer, it will cause ripples in motor torque and considerably bad effects on the machines because the output side of the frequency transformer involves a great number of harmonics. This paper Presents the methods of decreasing torque ripples in induction motor and of improving current waveform, by means of forming the waveforms of output current into multi-step waveforms similiar to sinusoid, and also by means of eliminating the harmonic components maximally, in case of operating a 18-phase multi-inverter combining 3-step current source inverter.

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