• 대한기계학회논문집A
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• 제27권3호
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• pp.472-477
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• 2003

A piezo-actuator is an important component for an E-beam lithography system. But it is very difficult to model its characteristics due to nonlinearities such as hysteresis and creep, to the input voltage. In this paper, one-axis micro stage with a piezo-actuator is modeled including the nonlinear properties. Hysteresis and creep are modeled as the first order differential equation and a time-dependent logarithmic function, respectively. The dynamic motion of the stage is also modeled as a mass-spring-damper system and the parameters are determined by utilizing the system identification technique. The simulation tool for a micro stage is constructed using the commercial software and its simulation results are compared with the experimental data.

• 한국공간정보시스템학회 논문지
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• 제12권1호
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• pp.76-84
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• 2010

실내 공간과 같이 마이크로한 스케일에서의 분석을 위해 다양한 보행시뮬레이션 모델들이 연구 되어 왔으며, 이 중에는 social force 모델과 floor field 모델이 주목을 받는다. 이 중 연산이 복잡한 social force 모델보다는 CA 기반의 floor field 모델이 컴퓨터 시뮬레이션에 더 적합한 모델이라고 할 수 있다. 그러나 Kirchner 등이 제안한 floor field 모델에서는 dynamic field의 연산 시 자신의 dynamic 값에도 영향을 받을 수 밖에 없는 단점을 가지고 있으며, 본 연구에서는 이를 개선한 알고리즘을 제안한다. 본 연구에서는 dynamic field의 데이터 구조를 변경함으로써 자신의 dynamic 값은 배제한 다른 에이젼트의 영향만을 받도록 하였으며, dynamic 값의 초기값을 할당하는 문제도 현실적으로 변경하였다. 본 연구에서 제시된 알고리즘을 테스트하는 데에는 공간 DBMS에 저장된 실제 3차원 건물모델을 사용하여 추후 실내 센서를 이용한 실시간 대피 시스템에 적용할 수 있는 기반이 되도록 하였다.

• 한국기계가공학회지
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• 제9권3호
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• pp.56-61
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• 2010

Recently, UV pulse laser is widely used in micro machining of the research, development and industry field of IT, NT and BT products because the laser short wavelength provides not only micro drilling, micro cutting and micro grooving which has a very fine line width, but also high absorption coefficient which allows a lot of type of materials to be machined more easily. To analyze the dynamic deformation during a very short processing time, which is nearly about several tens nanoseconds, the commercial Finite Element Analysis (FEA) code, LS-DYNA 3D, was employed for the computitional simulation of the UV laser micro machining behavior for thin copper material in this paper. A finite element model considering high strain rate effect is especially suggested to investigate the micro phenomena which are only dominated by mechanically pressure impact in disregard of thermally heat transfer. From these computational results, some of dynamic deformation behaviors such as dent deformation shapes, strains and stresses distributions were observed and compared with previous experimental works. These will help us to understand micro interaction between UV laser beam and material.

• 조명전기설비학회논문지
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• 제23권11호
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• pp.84-93
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• 2009

In this paper, we propose to study the possibility of using a photovoltaic system combined with a high speed micro-turbine. This hybrid system can work as stand-alone system or grid connected system as it will be a part of a micro-grid. Initially, we propose Matlab/Simulink dynamic models of photovoltaic, micro turbine systems and supercapacitor. Then, we carry out a simulation comparison of the two systems, this is, with supercapacitor and without supercapacitor bank. We show that supercapacitor bank as short-term storage device was necessary to reduce the fast fluctuation of power in the case of sensitive loads. It is verified the simulation results of Matlab/Simulink based hybrid power system represent the effectiveness of the suggested hybrid power system.

• 조명전기설비학회논문지
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• 제19권8호
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• pp.24-32
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• 2005

마이크로소스는 1[KW]${\sim}$수[MW] 사이의 전력을 공급하고, 기존의 대규모 발전설비보다 높은 신뢰도와 에너지 효율을 가지는 고품질의 전력을 공급할 수 있다. 이들은 크기가 작고 설치가 용이하여 빌딩, 산업체, 가정 등과 같은 수용가 측의 부하와 클러스터를 형성하여 마이크로그리드로 운전된다. 마이크로소스는 부하단의 전압 등의 전압품질을 제어하기 위하여 전압원형 인버터를 채용하고 있다. 본 논문에서는 다수의 마이크로소스가 계통에 연계되었을 때의 마이크로소스의 모델링 및 제어시스템의 특성에 관하여 연구하였다. 전력주파수 영역에서의 기본파 정상상태 인버터 모델을 이용한 마이크로소스의 EMTDC 모델을 개발하였으며, 이를 통해 마이크로소스의 제어시스템 파라미터에 따른 제어특성을 분석하였다. 컴퓨터 시뮬레이션을 통하여 제안된 모델의 효용성을 확인하였다.

• 응용통계연구
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• 제28권4호
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• pp.741-762
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• 2015

본 연구는 동학적 미시모의실험(Micro-simulation) 모형인 MMESP(ver. 2.1)를 활용하여 절대빈곤선으로 간주되는 최저생계비를 기준으로 공적연금 수급액수준을 장기적으로 전망 평가한다. 즉, 본 논문에서 제시하는 노인빈곤율은 공적연금소득만을 고려한 전망치임을 주의할 필요가 있다. 그 주요 결과는 다음과 같다. 첫째, 공적연금액의 장기적 변화는 경제성장효과와 제도효과로 분해할 수 있다. 두 효과를 모두 고려하는 경우, 공적연금액이 최저생계비 이하인 노인가구는 2040년대에 20% 정도수준까지 감소한다. 그러나 경제성장효과를 제외한 제도효과만을 고려하는 경우 노인빈곤율은 장기적으로 90% 내외 수준에 이를 것으로 전망된다. 둘째, 기초연금을 A값의 10% 수준으로 고정한다고 할지라도 경제성장효과를 제외한 공적연금 제도 효과만을 보면, CPI에 연동하는 현행 제도에 비해 노인빈곤율을 10%p 정도 더 축소시킬 뿐이다. 셋째, 현행 국민연금의 급여산식에는 소득수준과 가입기간의 현실적인 상관관계가 고려되지 못함으로써 소득계층간 연금급여의 소득대체율이 역전될 가능성이 높다. 넷째, 2007년 개혁으로 소득대체율이 인하되지 않았다면 현행 체계(국민연금+기초연금)에 비해 과거 체계가 노인빈곤 완화 측면에서는 더 효과적일 수 있다. 즉, 개혁 이전의 제도 하에서는 국민연금만으로도 노인빈곤율은 약 70% 수준까지 축소되었을 것이다. 이것은 2007년 개혁을 통한 연금재정 상의 이득을 얻기 위해 지불한 비용이다. 연금개혁의 올바른 평가는 사회적 편익과 비용을 동시에 고려할 때 가능하다는 점에서 기존 논의에 대한 재검토와 향후 발전적인 논의가 필요하다.

• 한국소음진동공학회:학술대회논문집
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• 한국소음진동공학회 2004년도 춘계학술대회논문집
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• pp.189-194
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• 2004

As a disk drive becomes widely used in portable environments, one of the important requirements is durability under severe environmental condition, especially, resistance to mechanical shock. An important challenge in the disk recording is to improve disk drive robustness in shock environments. If the system comes In contact with outer shock disturbance, the system gets critical damage in head-gimbal assembly or disk. This paper describes analysis of a HGA(head-gimbal assembly) in micro MO drives to shock loading during both non-operating state and operating state. A finite element model which consists of the disk, suspension, slider and air bearing was used to find structural response of micro MO drives. In the operational case. the air bearing is approximated with four linear elastic springs. The commercially available finite element solver, ANSYS/LS-DYNA, is used to simulate the shock response of the HGA in micro MO drives. In this paper, the mechanical robustness of the suspension is simuiated considering the shock responses of the HGA.

• International Journal of Computer Science & Network Security
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• 제23권11호
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• pp.21-31
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• 2023

In this paper, we focused on the problem of evaluating multi-class classification accuracy and simulation of multiple classifier performance metrics. Multi-class classifiers for sentiment analysis involved many challenges, whereas previous research narrowed to the binary classification model since it provides higher accuracy when dealing with text data. Thus, we take inspiration from the non-linear Support Vector Machine to modify the algorithm by embedding dynamic hyperplanes representing multiple class labels. Then we analyzed the performance of multi-class classifiers using macro-accuracy, micro-accuracy and several other metrics to justify the significance of our algorithm enhancement. Furthermore, we hybridized Enhanced Convolution Neural Network (ECNN) with Dynamic Support Vector Machine (DSVM) to demonstrate the effectiveness and efficiency of the classifier towards multi-class text data. We performed experiments on three hybrid classifiers, which are ECNN with Binary SVM (ECNN-BSVM), and ECNN with linear Multi-Class SVM (ECNN-MCSVM) and our proposed algorithm (ECNNDSVM). Comparative experiments of hybrid algorithms yielded 85.12 % for single metric accuracy; 86.95 % for multiple metrics on average. As for our modified algorithm of the ECNN-DSVM classifier, we reached 98.29 % micro-accuracy results with an f-score value of 98 % at most. For the future direction of this research, we are aiming for hyperplane optimization analysis.

• 한국소성가공학회:학술대회논문집
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• 한국소성가공학회 2003년도 춘계학술대회논문집
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• pp.427-733
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• 2003

Adiabatic shear bands have been observed in the serrated chip during high strain rate metal cutting process of medium carbon steel and titanium alloy. The recent microscopic observations have shown that dynamic recrystallization occurs in the narrow adiabatic shear bands. However the conventional flow stress models such as the Zerilli-Armstrong model and the Johnson-Cook model, in general, do not predict the occurrence of dynamic recrystallization (DRX) in the shear bands and the thermal softening effects accompanied by DRX. In the present study, a strain hardening and thermal softening model is proposed to predict the adiabatic shear localized chip formation. The finite element analysis (FEA) with this proposed flow stress model shows that the temperature of the shear band during cutting process rises above 0.5T$\sub$m/. The simulation shows that temperature rises to initiate dynamic recrystallization, dynamic recrystallization lowers the flow stress, and that adiabatic shear localized band and the serrated chip are formed. FEA is also used to predict and compare chip formations of two flow stress models in orthogonal metal cutting with AISI 1045. The predictions of the FEA agreed well with the experimental measurements.

• 전기학회논문지
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• 제64권7호
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• pp.1074-1080
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• 2015

In the last decades, the increasing interest in unmanned aerial vehicle(UAV) for military, surveillance, and rescue applications made necessary the development of flight control theory and body structure more and more efficient and fast. In this paper, we describe the design and performance of a prototype hexarotor UAV platform featuring an inertial measurement unit(IMU) based autonomous-flying for use in bluetooth communication environments. The proposed system comprises the construction of the test hexarotor platform, the implementation of an IMU, dynamic modeling and simulation in the hexarotor helicopter. Furthermore, the hexarotor helicopter with implemented IMU is connected with a micro controller unit(ARM-cortex) board. The P-PD control algorithm was used to control the hexarotor. We used the Matlab software to help us to tune the P-PD control parameters for quick response and minimizing the fluctuation. The control simulation and experiment on the real system are implemented in the test platform, evaluated and compared against each other.