• 제목/요약/키워드: 3D manufacturing

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3SC 실용트리즈와 머신러닝을 이용한 기공을 가진 인공지지체 제조문제 해결에 관한 연구 (A Study on Manufacturing Problem Solving of Scaffold with Pore Using 3SC Practical TRIZ and Machine Learning)

  • 이송연;허용정
    • 반도체디스플레이기술학회지
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    • 제18권3호
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    • pp.25-30
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    • 2019
  • In this paper, we have analyzed manufacturing problems of the scaffold with pores using FDM 3D printer and PLGA. We suggested the solutions using 3SC practical TRIZ. We selected the final solution used machine learning. We reduced number of experiments using most influential factor after analysis print factors. We printed the scaffold and measured pore size. We created the regression model using python tensorflow. The print condition data of measured pore size was used as training data. We predicted the pore size of printed condition using regression model. We printed the scaffold using the predicted the print condition data. We quantitatively compare the predicted scaffold pore size data and the measured scaffold pore size data. We got satisfactory result.

3차원 측정 데이터의 B-스플라인 곡면식 적영에 대한 연구 (A Study on the Generation of B-Spline Surface by 3D Measurement Data)

  • 구영희
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 1998년도 춘계학술대회 논문집
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    • pp.76-81
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    • 1998
  • The purpose of this study is the generation of B-spline surface by the 3D measurement data. The hardware of the system comprises PC and digitizing machine, machining center. There are three steps, (1) physical model measuring on the 3D laser digitizing machine, (2) B-spline surface modeling and Fairing, (3) CNC machining by the NC code. It is developed a software package, with which can conduct a micro CAM system in the PC without economical burden.

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사파이어 화학기계적 연마에서 결정 방향이 재료제거 특성에 미치는 영향 (Effect of Crystal Orientation on Material Removal Characteristics in Sapphire Chemical Mechanical Polishing)

  • 이상진;이상직;김형재;박철진;손근용
    • Tribology and Lubricants
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    • 제33권3호
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    • pp.106-111
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    • 2017
  • Sapphire is an anisotropic material with excellent physical and chemical properties and is used as a substrate material in various fields such as LED (light emitting diode), power semiconductor, superconductor, sensor, and optical devices. Sapphire is processed into the final substrate through multi-wire saw, double-side lapping, heat treatment, diamond mechanical polishing, and chemical mechanical polishing. Among these, chemical mechanical polishing is the key process that determines the final surface quality of the substrate. Recent studies have reported that the material removal characteristics during chemical mechanical polishing changes according to the crystal orientations, however, detailed analysis of this phenomenon has not reported. In this work, we carried out chemical mechanical polishing of C(0001), R($1{\bar{1}}02$), and A($11{\bar{2}}0$) substrates with different sapphire crystal planes, and analyzed the effect of crystal orientation on the material removal characteristics and their correlations. We measured the material removal rate and frictional force to determine the material removal phenomenon, and performed nano-indentation to evaluate the material characteristics before and after the reaction. Our findings show that the material removal rate and frictional force depend on the crystal orientation, and the chemical reaction between the sapphire substrate and the slurry accelerates the material removal rate during chemical mechanical polishing.

자동차용 휠의 응력을 고려한 근사 최적 설계 (Approximate Optimization Design Considering Automotive Wheel Stress)

  • 이현석;이종수
    • 한국생산제조학회지
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    • 제24권3호
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    • pp.302-307
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    • 2015
  • The automobile is an important means of transportation. For this reason, the automotive wheel is also an important component in the automotive industry because it acts as a load support and is closely related to safety. Thus, the wheel design is a very important safety aspect. In this paper, an optimal design for minimizing automotive wheel stress and increasing wheel safety is described. To study the optimal design, a central composite design (CCD) and D-optimal design theory are applied, and the approximate function using the response surface method (RSM) is generated. The optimal solutions using the non-dominant sorting genetic algorithm (NSGA-II) are then derived. Comparing CCD and D-optimal solution accuracy and verified the CCD can deduce more accuracy optimal solutions.

Maya를 이용한 모션 베이스 컨트롤에 관한 연구 (A Study on the Motion Base Control by Using Maya)

  • 홍민성;김주철
    • 한국생산제조학회지
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    • 제18권4호
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    • pp.423-429
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    • 2009
  • The motion base to a film used in 4D cinema theaters or theme parks is different depending on the operator's control or hardware system and this causes inefficiency in management of the theater. There are several different simulation software on the present market, but these are difficult for an animation producer to use them. This study introduces the idea in which a film producer simulates the movement of the motion base by using computer graphic animation tools mostly adopted by production for creating 3D animation and motion control data. Maya and 3D Cross were used to show the path of a motion camera visually. Attitude and axis control data were extracted from the movement of the virtual motion base and were used to control a prototype of the motion base. As a result, the motion control data from computer graphic animation tools can be created so that a film producer can create standard motion control data independently regardless of the hardware and operator's skill.

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다구찌 방법을 이용한 보링바의 동강성 변동에 관한 연구 (Study on the dynamic stiffness variation of boring bar by Taguchi Method)

  • 천세호;고태조
    • 한국기계가공학회지
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    • 제8권3호
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    • pp.98-104
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    • 2009
  • The objective of this paper is to investigate the effect of factors on the dynamic stiffness variation of boring bar. The experiment was carried out by Taguchi Method and Orthogonal array table. The results indicate that overhang was found out to be dominant factor with 95% confident intervals and feed rate and depth of cut were insignificant. In addition, analysis of loss function shows that loss value increased sharply from 3D to 4D(D is a shank diameter). Consequently, there is critical point which changes property of dynamic stiffness.

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금속 3D 프린터 제작조건 변화에 의한 금속소재 물성변화연구 (Study of Mechanical Property of Metal by Changing the Conditions of Metal 3D Printing Parameter)

  • 노용오;이병호;박순홍;한영민;배병현;김영준;조황래;현성윤;방정석
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2017년도 제48회 춘계학술대회논문집
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    • pp.849-855
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    • 2017
  • 우주 발사체의 운반능력을 향상시키기 위하여 고성능 다단연소사이클 엔진의 개발은 필수적이다. 그 중 연소기 헤드는 기체산화제의 유입을 위해 콘 형상으로 되어 있으며, 매니폴드는 매우 복잡한 구조를 가지고 있다. 이러한 헤드는 주조 방식이나 기계가공으로 제작되어 왔다. 기계가공의 한계나 주조재질의 특성과 재료의 한계성을 탈피하여 복잡하고 가공이 어려운 연소기 헤드의 제작 공정을 3D 금속 프린팅 공정을 이용하여 개선하는 기술을 확보하고자 한다. 현재 3D 금속 프린팅을 이용하여 주연소기에 사용할 수 있는 소재의 물성을 파악하고 프린팅 제작조건의 변화를 주는 공정개발을 통하여 더욱 낳은 물성을 확보하고, 이를 바탕으로 연소기 헤드를 제작하고, 접합공정을 개발하여 연소시험을 통해 그 성능을 입증하고 제작공정을 확립하고자 한다.

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Wear of 3D printed and CAD/CAM milled interim resin materials after chewing simulation

  • Myagmar, Gerelmaa;Lee, Jae-Hyun;Ahn, Jin-Soo;Yeo, In-Sung Luke;Yoon, Hyung-In;Han, Jung-Suk
    • The Journal of Advanced Prosthodontics
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    • 제13권3호
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    • pp.144-151
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    • 2021
  • PURPOSE. The purpose of this in vitro study was to investigate the wear resistance and surface roughness of three interim resin materials, which were subjected to chewing simulation. MATERIALS AND METHODS. Three interim resin materials were evaluated: (1) three-dimensional (3D) printed (digital light processing type), (2) computer-aided design and computer-aided manufacturing (CAD/CAM) milled, and (3) conventional polymethyl methacrylate interim resin materials. A total of 48 substrate specimens were prepared. The specimens were divided into two subgroups and subjected to 30,000 or 60,000 cycles of chewing simulation (n = 8). The wear volume loss and surface roughness of the materials were compared. Statistical analysis was performed using one-way analysis of variance and Tukey's post-hoc test (α=.05). RESULTS. The mean ± standard deviation values of wear volume loss (in mm3) against the metal abrader after 60,000 cycles were 0.10 ± 0.01 for the 3D printed resin, 0.21 ± 0.02 for the milled resin, and 0.44 ± 0.01 for the conventional resin. Statistically significant differences among volume losses were found in the order of 3D printed, milled, and conventional interim materials (P<.001). After 60,000 cycles of simulated chewing, the mean surface roughness (Ra; ㎛) values for 3D printed, milled, and conventional materials were 0.59 ± 0.06, 1.27 ± 0.49, and 1.64 ± 0.44, respectively. A significant difference was found in the Ra value between 3D printed and conventional materials (P=.01). CONCLUSION. The interim restorative materials for additive and subtractive manufacturing digital technologies exhibited less wear volume loss than the conventional interim resin. The 3D printed interim restorative material showed a smoother surface than the conventional interim material after simulated chewing.

CAD/CAM system과 전통적인 방법을 이용한 총의치 동시 제작 증례 (Fabrication of computer-aided design/computer-aided manufacturing complete denture and conventional complete denture: case report)

  • 김미진;김강호;여동헌
    • 구강회복응용과학지
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    • 제32권2호
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    • pp.141-148
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    • 2016
  • Computer-aided technology는 최근 치과 치료의 흐름이다. DENTCA$^{TM}$ CAD/CAM denture (DENTCA Inc.)는 상용화된 computer-aided design/computer-aided manufacturing (CAD/CAM) 의치 시스템 중 하나로, 한 번의 내원을 통해 의치 제작에 필요한 환자의 모든 정보를 획득하여, 이 정보를 컴퓨터에 저장하고 3D 프린팅을 통해 두 번째 내원 시에 의치 장착을 목표로 한다. 현재까지 여러 증례들은 총의치 제작에 대한 CAD/CAM system의 임상적 적용을 시험해 보았다. 본 증례는 두 명의 환자에서 DENTCA system을 이용한 의치와 전통적인 방법을 이용한 의치를 동시에 제작하여 DENTCA system의 효용성과 한계점을 고찰하였다.