• 한국소성가공학회:학술대회논문집
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• 한국소성가공학회 2004년도 추계학술대회논문집
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• pp.184-187
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• 2004

The sheet parts are formed with dies conventionally. But this conventional forming process is not suited to small volume and varied production for the reason of high cost. For the solution of this problem, a new forming process, which is called CNC incremental sheet forming, is being introduced. This process can form sheet parts without die, and is very well suited to small volume and varied production in space flight and automobile. In this paper, dieless CNC forming system based on a machining center is developed. A special device to grasp and pull the blank sheet built in the machining center and tool path generation S/W from STL file of 3-D model are developed. Several sheet parts are incrementally formed to verify the effectiveness of the developed system.

• 한국지능정보시스템학회:학술대회논문집
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• 한국지능정보시스템학회 2001년도 The Pacific Aisan Confrence On Intelligent Systems 2001
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• pp.431-434
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• 2001

Knowledge discovery in databases(KDD) is the process for extracting valid, novel, potentially useful and understandable knowledge form real data. There are many academic and industrial activities with new technologies and application areas. Particularly, data mining is the core step in the KDD process, consisting of many algorithms to perform clustering, pattern recognition and rule induction functions. The main goal of these algorithms is prediction and description. Prediction means the assessment of unknown variables. Description is concerned with providing understandable results in a compatible format to human users. We introduce an efficient data mining algorithm considering predictive and descriptive capability. Reasonable pattern is derived from real world data by a revised neural network model and a proposed fuzzy rule extraction technique is applied to obtain understandable knowledge. The proposed neural network model is a hierarchical self-organizing system. The rule base is compatible to decision makers perception because the generated fuzzy rule set reflects the human information process. Results from real world application are analyzed to evaluate the system\`s performance.

• 한국건축시공학회지
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• 제22권6호
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• pp.565-575
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• 2022

최근 디지털 설계기술의 발전에 따라 건축가의 창의성을 극대화한 비정형 설계가 급증하고 있다. 그러나 다양한 비정형 곡면을 구현하기에는 많은 어려움이 발생하고 있다. 비정형 형상구현을 위한 패널분할은 mesh, developable surface, tessellation, subdivision 등의 분할기법이 적용된다. 비정형 패널의 제작 시 이러한 분할기법의 적용과정은 복잡하고 생산데이터 추출에 많은 인력과 시간이 투입된다. 따라서 비정형 건물의 설계 후 패널제작을 위한 생산데이터 추출과정을 빠르고 체계적으로 수행할 수 있는 알고리즘이 필요하다. 이에 본 연구는 빌딩모델, 생산장비 성능, 패턴정보를 종합적으로 고려하여 비정형 패널의 생산데이터 자동생성을 위한 수학적 알고리즘을 제시하는 것을 목적으로 한다. 이를 위해, 패널분할 시 수학적 알고리즘을 제시하였고, 비정형 곡면으로의 Mapping을 통해 CNC 장비를 위한 생산데이터를 추출하였다. 본 연구의 결과는 비정형 콘크리트 패널 생산을 위한 데이터 자동생성을 가능하게 하여 생산성 향상과 원가절감에 기여한다.

• 감성과학
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• 제5권2호
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• pp.51-61
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• 2002

This study deals with Rhythm which is one of aesthetic variables. Aesthetics among the factors of consumer preference has been importantly considered in competitive market environment. Therefore , consumers' purchasing standard has been also changed as their consciousness has been changed according to the variation of their lire style. Besides, the technique and method of design faces up to the change because of consumers' diverse wishes. Hence, to satisfy consumers' needs and the market front now on characterized as the short durability cycle of products, a distinctive design should be developed in the form of products that can be an important factor to attract consumers preference. So, in this study, 1 will try to understand typology based on a categorization theory and the conceptual structure of aesthetics, which are importantly considered at the same time. In addition, I will establish a new design process by extracting Rhythm affecting aesthetic. Ultimately, this study aims develop more consumer preferring design beyond the limit of a designer's idea and design generation by the result of this study.

• 한국실내디자인학회논문집
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• 제20권1호
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• pp.89-97
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• 2011

Furniture design is no exception to human desire for pursuit of the nature. In various design fields, it has turned out nature-decorative method in the past, and also recently it has turned out bio-adaptive method which is more root design process using principal of generation in nature world. The purpose of this study is to analyze application methods and characteristics of fractal geometry and voronoi diagram which are most representative principals of generative design in nature by research on the example of furniture design using these principals. The results of having analyzed fumitures by generative design can be summarized as follows; design principals of fractal; superposition, scaling, repetition & gradation, deformation, distortion and voronoi diagram; individual speciation, variational patten, repetition gradation, ambiguous boundary create new design concept and emergent form in furniture design. Application methods are 'form emergence by algorithm', 'conventional process based on principals of generative design', and 'reproduction of pattern from generative design'. Biological reinterpretations and new explorations of principals of nature generation offer unbounded possibilities for furniture design.

• 한국산학기술학회논문지
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• 제14권1호
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• pp.378-384
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• 2013

본 논문에서는 FCM 클러스터링 알고리즘을 기반으로 하는 퍼지뉴럴네트워크를 제안한다. 일반적으로, 퍼지규칙을 생성할 때 차원이 증가하면 퍼지 규칙의 수가 기하급수적으로 증가하는 문제를 가지고 있다. 이를 해결하기 위해, 제안된 네트워크의 퍼지 규칙은 FCM 클러스터링 알고리즘을 이용하여 입력 공간을 분산 형태로 분할함으로써 생성한다. 퍼지 규칙의 전반부 파라미터는 FCM 클러스터링 알고리즘에 의한 소속행렬로 결정된다. 퍼지 규칙의 후반부는 다항식 함수의 형태로 표현되며, 퍼지뉴럴네트워크의 학습은 뉴런의 연결을 조절함으로써 실현되고, 오류 역전파 알고리즘에 의해 행해진다. 마지막으로, 제안된 네트워크는 비선형 공정으로의 적용을 통해 성능을 평가한다.

• 한국지능시스템학회논문지
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• 제12권1호
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• pp.44-51
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• 2002

본 연구는 선형 생성을 위하여 목적함수로서 fairness 기준을 도입하고 설계변수를 B-spline 곡선의 조정점으로 하며 설계자에 의해서 주어지는 기하학적 제약조건을 만족하도록 하는 최적화를 수행하도록 하였다 본 연구에서는 최적화 방법으로서 GA(Genetic Algorithm)와 최적성 기준(optimality criteria)을 병행하였다.

• 한국재료학회지
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• 제30권10호
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• pp.533-541
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• 2020

UO₂ kernels, a key component of fuel elements for high temperature gas cooled reactors, have usually been prepared by sol-gel methods. Sol-gel processes have a number of advantages, such as simple processes and facilities, and higher sphericity and density. In this study, to produce 900 ㎛-sized UO₂ particles using an external gelation process, contact length extension of the NH₃ gas of the broth droplets pass and the improvement of the gelation device capable of spraying 14 M-NH₄OH solution are used to form 3,000 ㎛-sized liquid droplets. To produce high-sphericity and high-density UO₂ particles, HMTA, which promotes the gelation reaction in the uranium broth solution, is added to diffuse ammonium ions from the outside of the gelation solution during the aging process and generate ammonium ions from the inside of the ADU gel particles. Sufficient gelation inside of ADU gel particles is achieved, and the density of the UO₂ spheres that undergo the subsequent treatment is 10.78 g/㎤; the sphericity is analyzed and found to be 0.948, indicating good experimental results.

• Journal of Mechanical Science and Technology
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• 제17권7호
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• pp.1036-1043
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• 2003

A computer simulation method for investigating the form generation mechanism in the centerless through-feed grinding process is described. The length of the contact line and the magnitude of the grinding force between the grinding wheel and workpieces, vary with the change in the axial location of the current workpiece during grinding. Thus, a new coordinate system and a grinding force curve of previous and/or following workpieces are introduced to treat the axial motion. Experiments and computer simulations were carried out using four types of cylindrical workpiece shapes. To validate this model, simulation results are compared with the experimental results.

• 감성과학
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• 제7권1호
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• pp.9-21
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• 2004

더욱이 경쟁이 치열한 시장 환경 속에서 소비자의 선호요인 중 심미성이 중요하게 부각되는 현실에서 소비자의 라이프스타일의 변화와 그에 따른 소비자의 의식변화를 통해 소비자의 상품구매 기준 역시 변화를 가져왔다. 이렇게 변화하는 소비자의 욕구를 만족시키기 위해서는 디자인 기술과 방법 또한 그에 따른 변화가 필요하다. 따라서 본 연구는 범주화 이론(Categorization theory)을 통한 전형성과 동시에 중요하게 인지되는 심미성의 개념적 구조를 파악하고, 심미적 영향 요소 중 한글서체와 관련성이 있다고 여겨지는 율동(rhythm)을 선정하여 이를 이미지 형태조작에 활용함으로써 다양한 형태발상을 유도한 새로운 디자인 프로세스를 구축함으로서 디자이너의 아이디어 발상의 한계성을 극복하고 소비자가 선호할 수 있는 디자인을 창출하여 디자인의 성공 확률을 높이고자 한다.