• 한국전자파학회:학술대회논문집
• /
• 한국전자파학회 2003년도 종합학술발표회 논문집 Vol.13 No.1
• /
• pp.294-298
• /
• 2003

In this paper, the modeling and design of high-Q multilayer passives have been investigated, and multilayer diplexer for GSM/DCS applications has been designed and fabricated using the passives. To minimize the system, the configuration of a multilayer inductor has involved a square spiral structure. Modeling of a multilayer inductor was performed by the subsystems of distributed components, and using the modeling the optimal structures of the high-Q multilayer inductor could be designed by analyzing parasitics and couplings which affect their frequency characteristics. Multilayer diplexer for GSM/DCS application has been designed and fabricated using LTCC technology. LPF for GSM band had the passband insertion loss of less than 0.55 dB, the return loss of more than 12 dB, and the isolation level of more than 26 dB by locating attenuation pole at 1800 MHz. HPF for DCS band had the passband insertion loss of less than 0.82 dB, the return loss of more than 11 dB, and the isolation level of more than 38 dB by locating attenuation pole at 930 MHz.

• Journal of Positioning, Navigation, and Timing
• /
• 제8권4호
• /
• pp.193-200
• /
• 2019

The auto-encoder network which is a good candidate to handle the modeling of the signal strength attenuation is designed for denoising and compensating the distortion of the received data. It provides a non-linear mapping function by iteratively learning the encoder and the decoder. The encoder is the non-linear mapping function, and the decoder demands accurate data reconstruction from the representation generated by the encoder. In addition, the adaptive network width which supports the automatic generation of new hidden nodes and pruning of inconsequential nodes is also implemented in the proposed algorithm for increasing the efficiency of the algorithm. Simulation results show that the proposed method can improve the neural network training surface to achieve the highest possible accuracy of the signal modeling compared with the conventional modeling method.

• 지구물리와물리탐사
• /
• 제26권3호
• /
• pp.114-125
• /
• 2023

편미분방정식의 해를 구하기 위한 여러 수치해법들의 한계와 순수 데이터 기반 기계학습의 단점을 극복하기 위해 물리정보신경망(physics-informed neural network, PINN)이 제안되었다. 물리정보신경망은 편미분방정식을 손실함수 구성에 직접 활용하여 기계학습 훈련에 물리적 제약을 주는 기법으로 파동방정식 모델링에도 활용될 수 있다. 그러나 물리정보신경망을 이용하여 파동방정식을 풀기 위해서는 신경망 훈련 시 입력에 대한 2차 미분이 수행되어야 하고, 그 결과로 출력되는 파동장은 복잡한 역학적 현상들을 포함하고 있어 섬세한 전략이 필요하다. 이 해설 논문에서는 물리정보신경망의 기본 개념을 설명하고 파동방정식 모델링에 활용하기 위한 고려사항들에 대해 고찰하였다. 이러한 고려사항에는 공간좌표 정규화, 활성함수 선정, 물리손실 추가 전략이 포함된다. 훈련자료의 공간좌표를 정규화한 후 사용하면 파동방정식 모델링을 위한 신경망 훈련에서 초기 조건이 더 정확하게 반영되는 것을 수치 실험을 통해 보였다. 또한 신경망을 통한 파동장 예측에 가장 적절한 활성함수를 선정하기 위해 여러 함수들의 특성을 비교했다. 특성 비교는 각 활성함수들의 입력자료에 대한 미분과 수렴성을 중심으로 이루어졌다. 마지막으로 신경망 훈련 중 손실함수에 물리손실을 추가하는 두가지 시나리오의 결과를 비교하였다. 수치 실험을 통해 훈련 초기부터 물리손실을 활용하는 전략보다 초기 훈련단계 이후부터 물리손실을 적용하는 커리큘럼 기반 학습전략이 효과적이라는 결과를 도출했다. 추가로 이 결과를 물리손실을 전혀 사용하지 않은 훈련 결과와 비교하여 PINN기법의 효과를 확인하였다.

• 대한전기학회:학술대회논문집
• /
• 대한전기학회 2001년도 춘계학술대회 논문집 전력기술부문
• /
• pp.65-67
• /
• 2001

This paper presents an application of UML(Unified Modeling Language) to develop the Transmission Loss Calculation Package (TLCP) and shows a feasibility of UML design for the power system analyzing software. In the rapidly restructuring electric power industry, it is required the development of efficient and transparent transmission pricing mechanism. This should be based to calculate an accurate transmission loss to prompt a fair competition and to give unbiased signals to all the market players. For those reasons, it is necessary to develop a software system for transmission loss calculation. In this paper, we design the TLCP based on UML, and describe using Rational Rose 2000.

• Journal of information and communication convergence engineering
• /
• 제4권3호
• /
• pp.108-110
• /
• 2006

Film bulk acoustic resonators for radio frequency wireless applications are presented. Various simulations and modeling were carried out. The impedance of a five-layered FBAR showed almost the same trend of the wideband characteristics as that of an ideal FBAR, but the characteristics of the higher modes appear to be much more suppressed. In addition, the wideband impedance decreased with increasing device size. The resonance characteristics depend strongly on the physical dimensions.

• Korean Journal of Mathematics
• /
• 제11권1호
• /
• pp.35-43
• /
• 2003

We study the weak convergence to Fractional Brownian motion and some examples with applications to traffic modeling. Finally, we get loss probability for queue-length distribution related to self-similar process.

• East Asian mathematical journal
• /
• 제34권3호
• /
• pp.317-330
• /
• 2018

We develop a mathematical model for the obesity dynamics to investigate the long term obesity trend with the consideration of psychological and social factors due to the increasing prevalence of obesity around the world. Many mathematical models for obesity dynamics adopted the modeling idea of infectious disease and treated overweight and obese people infectious and spreading obesity to normal weight. However, this modeling idea is not proper in obesity modeling because obesity is not an infectious disease. In fact, weight gain and loss are related to social interactions among different weight groups not only in the direction from overweight/obese to normal weight but also the other way around. Thus, we consider these aspects in our model and implement personal weight gain feature, a psychological factor such as body image dissatisfaction, and social interactions such as positive support on weight loss and negative criticism on weight status from various weight groups. We show that the equilibrium point with no normal weight population will be unstable and that an equilibrium point with positive normal weight population should have all other components positive. We conduct computer simulations on Korean demography data with our model and demonstrate the long term obesity trend of Korean male as an example of the use of our model.

• Geomechanics and Engineering
• /
• 제10권6호
• /
• pp.827-836
• /
• 2016

The rate of softening is an important factor to determine whether the failure occurs along localized shear band or in a more diffused manner. In this paper, strength loss and softening rate effect depending on sensitivity are investigated for weakly cemented clays, for both artificially cemented high plasticity San Francisco Bay Mud and low plasticity Yolo Loam. Destructuration and softening behavior for weakly cemented sensitive clays are demonstrated and discussed through multiple vane shear tests. Artificial sensitive clays are prepared in the laboratory for physical modeling or constitutive modeling using a small amount of cement (2 to 5%) with controlled initial water content and curing period. Through test results, shear band thickness is theoretically computed and the rate of softening is represented as a newly introduced parameter, ${\omega}_{80%}$. Consequently, it is found that the softening rate increases with sensitivity for weakly cemented sensitive clays. Increased softening rate represents faster strength loss to residual state and faster minimizing of shear band thickness. Uncemented clay has very low softening rate to 80% strength drop. Also, it is found that higher brittleness index ($I_b$) relatively shows faster softening rate. The result would be beneficial to study of physical modeling for sensitive clays in that artificially constructed high sensitivity (up to $S_t=23$) clay exhibits faster strain softening, which results in localized shear band failure once it is remolded.

• Nuclear Engineering and Technology
• /
• 제53권10호
• /
• pp.3379-3397
• /
• 2021

In this study, a multi-physics modeling method was developed to analyze a nuclear fuel rod's thermo-mechanical behavior especially for high temperature anisotropic creep deformation during ballooning and burst occurring in Loss of Coolant Accident (LOCA). Based on transient heat transfer and nonlinear mechanical analysis, the present work newly incorporated the nuclear fuel rod's special characteristics which include gap heat transfer, temperature and burnup dependent material properties, and especially for high temperature creep with material anisotropy. The proposed method was tested through various benchmark analyses and showed good agreements with analytical solutions. From the validation study with a cladding burst experiment which postulates the LOCA scenario, it was shown that the present development could predict the ballooning and burst behaviors accurately and showed the capability to predict anisotropic creep behavior during the LOCA. Moreover, in order to verify the anisotropic creep methodology proposed in this study, the comparison between modeling and experiment was made with isotropic material assumption. It was found that the present methodology with anisotropic creep could predict ballooning and burst more accurately and showed more realistic behavior of the cladding.

• 한국산학기술학회논문지
• /
• 제11권6호
• /
• pp.2013-2020
• /
• 2010

본 연구에서는 기존의 전형적인 토스터가 갖는 개방된 출입구로 인한 열손실 발생, 이물질의 투입, 빵을 구운 정도를 확인할 수 없음에 대한 소비자 불만족 등의 문제점을 해결하기 위해 새로운 방식의 토스터인 폴더형 캡을 갖는 투명 토스터에 대한 모델링을 연구하였다. 먼저 1차 모델링을 수행하였으며, 이어서 RP제작을 통하여 모델링에 서 확인하지 못한 문제점을 수정 및 보완하여 2차 모델링을 수행하였다. 2차 모델링에서는 메커니즘분석을 통해 홀더 간섭을 확인하여 수정하였고, 이어서 3D 모델링, 어셈블리, 시뮬레이션 분석을 통하여 폴더형 캡의 기능을 갖는 투명 토스터를 최종 모델링하였다. 본 연구에서 사용한 3D 모델링 툴은 Pro/Engineer 4.0이며, 설계된 모델링은 폴더형 캡 의 기능을 갖추어 열손실을 최소화하고, 투명한 외부케이스로 구성되어 빵 굽는 과정을 육안으로 확인하게 함으로써 심미적 만족도를 향상시키는 기능을 갖춘 폴더형 캡의 투명 토스터이다.