http://chineseinput.net/에서 pinyin(병음)방식으로 중국어를 변환할 수 있습니다.
변환된 중국어를 복사하여 사용하시면 됩니다.
이형일,이진행,Lee, Hyeong-Il,Lee, Jin-Haeng 대한기계학회 2001 大韓機械學會論文集A Vol.25 No.11
A novel indentation theory is proposed by examining the data from the incremental plasticity theory based finite element analyses. First the optimal data acquisition location is selected, where the strain gradient is the least and the effect of friction is negligible. This data acquisition point increases the strain range by a factor of five. Numerical regressions of obtained data exhibit that strain hardening exponent and yield strain are the two main parameters which govern the subindenter deformation characteristics. The new indentation theory successfully provides the stress-strain curve with an average error less than 5%.
정보이득 분할을 이용한 분류기법의 지배적 초월평면 생성기법
이형일(Hyeong-Il Lee) 한국컴퓨터정보학회 2014 韓國컴퓨터情報學會論文誌 Vol.19 No.1
중첩형 일반화 사례 (NGE, Nested Generalized Exemplar) 기법은 거리 기반 분류를 최적 일치 규칙으로 사용하며, 노이즈에 대한 내구력을 증가시켜 주는 동시에 모델 크기를 감소시키는 장점이 있다. NGE 학습 중 생성된 교차(cross)나 중첩(overlap) 현상은 분류성능을 저해하는 요인으로 작용한다. 따라서 본 논문은 NGE 학습 중 생성된 교차나 중첩 현상이 발생한 초월 평면에대해 상호정보가 가장 큰 구간을 분리하여, 새로운 초월평면을 구성하게 하여, 분류성능 향상시키고 초월평면의 개수를 감소시키는 기법인 DHGen(Dominant Hyperrectangle Generation) 알고리즘을 제안하였다. 제안한 DHGen은 분류성능면에서 kNN과 유사하고 NGE이론으로 구현한 EACH보다 우수함을 UCI Machine Learning Repository에서 벤치마크데이터를 발췌한 실험자료로 입증하였다. NGE(Nested Generalized Exemplar Method) can increase the performance of the noisy data at the same time, can reduce the size of the model. It is the optimal distance-based classification method using a matching rule. NGE cross or overlap hyperrectangles generated in the learning has been noted to inhibit the factors. In this paper, We propose the DHGen(Dominant Hyperrectangle Generation) algorithm which avoids the overlapping and the crossing between hyperrectangles, uses interval weights for mixed hyperrectangles to be splited based on the mutual information. The DHGen improves the classification performance and reduces the number of hyperrectangles by processing the training set in an incremental manner. The proposed DHGen has been successfully shown to exhibit comparable classification performance to k-NN and better result than EACH system which implements the NGE theory using benchmark data sets from UCI Machine Learning Repository.
T-형 및 L-형 배관내 반타원 표면균열에서의 구속상태
이형일,Lee, Hyeong-Il 대한기계학회 2001 大韓機械學會論文集A Vol.25 No.9
Critical defects in pressure vessels and pipes are generally found in the form of a semi-elliptical surface crack, and the analysis of which is consequently an important problem in engineering fracture mechanics. Furthermore, in addition to the traditional single parameter K or J-integral, the second parameter like T-stress should be measured to quantify the constraint effect. In this work, the validity of the line-spring finite element is investigated by comparing line-spring J-T solutions to the reference 3D finite element J-T solutions. A full 3D-mesh generating program for semi-elliptical surface cracks is employed to provide such reference 3D solutions. Then some structural characteristics of the surface-cracked T and L-joints are studied by mixed mode line-spring finite element. Negative T-stresses observed in T and L-joints indicate the necessity of J-T two parameter approach for analyses of surface-cracked T and L-joints.