• Title/Summary/Keyword: CAM 특성

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Performance Analysis of Explainers for Sentiment Classifiers of Movie Reviews (영화평 감성 분석기를 대상으로 한 설명자의 성능 분석)

  • Park, Cheon-Young;Lee, Kong Joo
    • Annual Conference on Human and Language Technology
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    • 2020.10a
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    • pp.563-568
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    • 2020
  • 본 연구에서는 블랙박스로 알려진 딥러닝 모델에 설명 근거를 제공할 수 있는 설명자 모델을 적용해 보았다. 영화평 감성 분석을 위해 MLP, CNN으로 구성된 딥러닝 모델과 결정트리의 앙상블인 Gradient Boosting 모델을 이용하여 감성 분류기를 구축하였다. 설명자 모델로는 기울기(gradient)을 기반으로 하는 IG와 레이어 사이의 가중치(weight)을 기반으로 하는 CAM, 그리고 설명가능한 대리 모델을 이용하는 LIME과 입력 속성에 대한 선형모델을 추정하는 SHAP을 사용하였다. 설명자 모델의 특성을 보기 위하여 히트맵과 관련성 높은 N개의 속성을 추출해 보았다. 설명자가 제공하는 기여도에 따라 입력 속성을 제거해 가며 분류기 성능 변화를 측정하는 정량적 평가도 수행하였다. 또한, 사람의 판단 근거와의 일치도를 살펴볼 수 있는 '설명 근거 정확도'라는 새로운 평가 방법을 제안하여 적용해 보았다.

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Gemological Characters and Jewelry Design of Fresh Water Pearl -Focused on Color Treated Cultured Pearl- (담수진주의 보석학적 특성과 진주주얼리 디자인 제안 -색처리된 양식 진주를 중심으로-)

  • Kim, Kyung-Jin;Kim, Hea-Yeon
    • The Journal of the Korea Contents Association
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    • v.10 no.11
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    • pp.154-161
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    • 2010
  • With Jewelry industry is becoming active with gradual increase of transactions of pearl and diamond. The pearl market of recent times the size of that market was magnified because the pearls of various type are imported. The necessity of new design development and grasps properties of pearl is demanded clearly because like that. This research analyzed the cultivated brown pearl and black pearl which is sold from market with gemological Analysis. As result, it is ascertained the dyed fresh water pearl. I suggest the design which uses the chocolate brown color pearl beads which the consumers prefer and another pearl design which is concept of wedding gift through CAD/CAM works.

Developmental work of new 1.4liter gasoline engine (TX엔진 개발경과 소개)

  • 김재만
    • Journal of the korean Society of Automotive Engineers
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    • v.7 no.1
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    • pp.63-67
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    • 1985
  • KIA는 호평의 Bongo-9을 기본 model로 하여 도시형 다목적 leisure car인 Bongo-town을 개 발하게 되었다. TX엔진은 Bongo-town 탑재용으로 기존 1.3l TC 엔진을 volume-up 하여 전 회전 영역에서 괄목할 성능향상을 보였으며 특히 탑재차량의 특성을 고려하여 저속영역 torque를 강조하였고 부품호환성 및 생산 설비의 공용화에도 주력했다. 주요 개발내용은, 1) Cooling passage 개선 및 full siamese화 2) Piston과 connecting rod의 신설계 3) Piston 조합의 semi floating화 4) Cam shaft profile 선정 및 valve timing 변경 5) Distributor 최적진각특성 결정 6) Carburetor 개발 7) Torque limited fan and fan drive 채용 등이다. 상기내용중 중요한 몇가지를 기술하고자 한다.

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Finding the Geometric Features of a Tooth (치아의 기하학적 특성 찾기)

  • 장진호;김병오;유관희
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.04b
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    • pp.619-621
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    • 2001
  • 최근 몇 년간 의학 분야에서는 인체의 해부학적 구조를 컴퓨터 그래픽스 기술을 통해 컴퓨터로 재구성하려는 시도에 많은 관심을 쏟아졌다. 이러한 관심은 치과 치료분야에서도 이루어져 왔는데, 컴퓨터 그래픽스르 이용한 치과 치료에도 많은 응용 분야가 있다. 자료를 측정한다거나, 시각적으로 3차원의 영상을 보여준다거나, CAD-CAM 기술을 이용하여 의치의 틀이나 금형등을 제작할 수도 있다. 본 논문은 이러한 다양한 응용에 기반 기술이 될 수 있는 치아의 기하학적 특성을 정의 하고, 이것을 찾기 위한 여러 가지 방법을 실험해보고, 더 나은 방법을 제시하고자 한다.

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Study on Shift characteristic of Small reducer using Eccentric arm (편심캠을 이용한 소형감속기의 변속특성에 관한 연구)

  • Youm, Kwang-Wook;Ham, Seong-Hun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.3
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    • pp.609-614
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    • 2017
  • In this study, a new type of eccentric cam was used for the development of a small size reducer with a two-shift reduction ratio while maintaining the same volume as the existing one-shift speed reducer. Therefore, a two-shift speed reducer was designed using the concept of a continuously variable transmission applied to automobiles. The cam was designed to have an eccentric shape with a $180^{\circ}$ phase difference to act as a tensioner to minimize slip by squeezing the V-belt connected to the deceleration pulley and the acceleration pulley, respectively. The cam was designed to have a diameter of 35mm and an outer diameter of 18mm so that the outer portion of the v-belt could contact the cam perfectly. A pulley with a diameter of 50.8mm was installed on the low speed pulley input shaft for deceleration and a pulley with a diameter of 76.2mm was provided on the output shaft. In the high-speed pulley for acceleration, a pulley with a diameter of 76.2mm is provided on the input shaft, and a pulley with a diameter of 50.8mm is provided on the output shaft. Based on the design details, the power transmission efficiency test and the heating characteristics of the transmission were tested to verify the feasibility. In addition, through validation, the suitability of the reducer was demonstrated.

Comparison on marginal fitness and mechanical properties of copings with zirconia block and CAM type (지르코니아 블록과 CAM 종류에 따른 코핑의 변연적합도와 기계적 특성 비교)

  • Chung, In-Sung;Jeon, Byung-Wook;Kim, Won-Young;Kang, Jae-Min
    • Journal of Technologic Dentistry
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    • v.39 no.2
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    • pp.75-82
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    • 2017
  • Purpose: This study provided the basic data for selection the zirconia block and CAM by means of marginal fitness observations, flexural strength test and hardness test. Methods: Three dental zirconia blocks(ABCera, NaturaZ, ST98) and two dental milling machines(CAD/CAM MS, DWX-50) were used in this study. Metal abutment(diameter 10 mm, height 5 mm, inclined angle $3^{\circ}$ taper, 1 mm chamfer margin) was fabricated by Ti customized abutment, and then zirconia copings were fabricated for each ten specimens. Silicone replica technique was used to observe the marginal fitness of cross-sections with a stereomicroscope at ${\times}50$ magnification. The dental zirconia blocks was cut into 10 pieces each having a size of $25mm{\times}5mm{\times}1mm$, and fabricated according to the manufacturer's instructions, and flexural strength was measured using a universal testing machine. For hardness test, a micro Vickers hardness tester was used as it was in the flexural strength test. Statistical analysis was performed by one way ANOVA and post-test was performed by Scheffe test. Results: For marginal fitness of bucco-lingual axial, ZU group($59.7{\pm}10.3{\mu}m$) was the lowest, followed by RA, ZA, ZD, RD, RU. For marginal fitness of mesio-distal axial, ZU group($59.3{\pm}10.2{\mu}m$) was the lowest, followed by RA, ZA, RD, ZD, RU. One-way ANOVA showed statistically significant difference between groups(p<0.05). For flexural strength, ABCera block($718.0{\pm}57.2MPa$) was the highest, followed by NaturaZ, ST98. For hardness, ABCera block($1550.3{\pm}19.8Hv$) was the highest, followed by ST98, NaturaZ. There was no significant difference in flexural strength and hardness between blocks(p>0.05). Conclusion: Based on the results of this study, the type of dental zirconia block did influence the marginal fitness, and all dental zirconia blocks are expected to be suitable for clinical application. The highest flexural strength and hardness were ABCera block, and no statistically significant difference was observed.

Optimization of the Cam Profile of a Vacuum Circuit Breaker by Using Multibody Dynamics Techniques (다물체동역학기법을 이용한 진공 회로차단기의 캠윤곽 최적설계)

  • Jang, Jin-Seok;Sohn, Jeong-Hyun;Yoo, Wan-Suk
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.35 no.7
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    • pp.723-728
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    • 2011
  • Since the performance of a vacuum circuit breaker (VCB) mainly depends on the spring operating mechanism, an analysis of the spring operating mechanism is required in order to improve the design of a VCB. In this study, the static stiffness of the spring was determined by using a material testing machine, and the test results were used to model the spring through computer simulation. The multi-body dynamic model of the spring was established by using the RecurDyn program. The dynamic model was verified by comparing the results of stem displacements and rotating angles of the brake shaft obtained from the simulation and from the experiments. After verification of the dynamic model of VCB, the cam profile of the VCB was optimized through multi-body dynamics simulation in order to improve the performance of the closing mechanism.

Preparation and characteristics of $HfO_2$ and $CeO_2$ doped 3Y-TZP block for dental ceramic block ($HfO_2$$CeO_2$가 첨가된 3Y-TZP 치과용 블록의 제조 및 특성 평가)

  • Ji, Sang-Yong;Ji, Hyung-Bin;Park, Hong-Chae;Yoon, Seog-Young
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.19 no.6
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    • pp.311-317
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    • 2009
  • 3Y-TZP block doped with $HfO_2$ and $CeO_2$ for dental ceramic block to the proliferation of CAD/CAM systems was prepared by heating at $800{\sim}1100^{\circ}C$ and then sintering at $1450^{\circ}C$. The influences of heating temperature and addition of $HfO_2$ and $CeO_2$ on the mechanical and chemical properties of 3Y-TZP block were investigated. Using the EDS mapping images, $HfO_2$ and $CeO_2$ was well dispersed in the 3Y-TZP matrix. 3 wt% $HfO_2$ doped block showed the optimum biaxial strength (1 GPa), while 3 wt% $CeO_2$ doped block enhanced the stability of $t-ZrO_2$ under hydrothermal atmosphere.

Operational Characteristics of a Cam-type Vegetable Transplanter and Mechanism of a Transplanting Device (캠방식 채소 정식기의 작동 특성 및 식부장치 작동 메커니즘 분석)

  • Park, Jeong-Hyeon;Hwang, Seok-Joon;Nam, Ju-Seok
    • Journal of agriculture & life science
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    • v.53 no.4
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    • pp.113-124
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    • 2019
  • In this study, the operational characteristics of a cam-type vegetable transplanter which usually used in domestic was analyzed and operating mechanism of a transplanting device was analyzed. The main components and power path of the transplanter were analyzed. The maximum and minimum control cycles according to the moving speed and the plant spacing were analyzed. 3D modeling and simulation were performed to derive the trajectory of the bottom end of the transplanting hopper and the plant spacing at the each operating condition. The simulation results were verified by the field tests. As main findings of this study, the transplanting device has one degree of freedom (DOF) which consist of 13 links, 17 rotating joints and 1 half joint, and each part has composite structure with cam and links. By continuous and repetitive motion of the structures of transplanting device, the transplanting hopper plants the seedling in the ground with a vertical direction, and the seedling was planted stably. The power is transmitted to the driving part and transplanting device from the engine, and the maximum and minimum plant spacing of the transplanting device were about 900 mm and 350 mm, respectively.