• 소성∙가공
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• 제13권5호
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• pp.422-428
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• 2004

At present, the design of extrusion dies and operation in extrusion companies are primarily based on trial and error. The experience of the die designer, the press operator and the die corrector determine the performance of the extrusion die and the efficiency of the process. In order to produce defect-free products of desirable quality in terms of strength, surface quality and geometrical dimensions, it is important to obtain more knowledge of the processes that occur during extrusion. Recently, to reduce the costs of designing and manufacturing of extrusion dies, and to ensure the quality of the extruded products, numerical simulation for extrusion processes such as FEM (finite element method) is applied increasingly and becomes a very important tool for the design and development of new products. However, most of the studies about FE simulation have been accomplished for simple geometry and low extrusion ratio in the filed of steady metal flow conditions. The extruded products of AI alloy in industrial practice involve complicated sectional geometry. This study was designed to reduce the time of die design and manufacturing in the extrusion process using FEM simulation. FEM simulations of extrusion process were performed in non-steady states conditions by changing weld plate included in extrusion die set. Product which was employed in this study is heat sink that has been used in the parts of heat exchanger of electric circuits. It is generally applied for aluminum or its alloys due to heat efficiency and easy production of complicated shapes, and manufactured by extrusion process. The simulated results showed that weld plate shape in extrusion dies influences meta] flow and dimensional accuracy of products.

• 한국수자원학회논문집
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• 제53권9호
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• pp.681-690
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• 2020

일반적으로 빗물이용시설의 설계 저류 용량은 다양한 시나리오(저류 용량, 공급 보장률, 우수 이용률 등)에 대한 반복적인 계산을 통해 결정된다. 이 방법은 분석에 많은 시간이 소요될 뿐만 아니라 많은 계산이 수반되므로 분석 오류가 나타날 수도 있다. 본 연구에서는 이러한 문제점을 해결하기 위해 최적화 기법을 이용하여 임의의 목표 보장률을 만족하는 최소의 저류 용량을 직접적으로 결정할 수 있는 방법을 제시하였다. 해당 방법은 Python 언어를 이용하여 모의 모형과 입자 군집 최적화를 연계하여 구현되었다. 최적화 기법은 Python의 오픈 소스로 제공되는 pyswarm을 이용하였는데, 해당 알고리즘은 전역 최적해 탐색이 가능하고, 제약조건을 고려할 수 있다. 최적화 기법을 이용한 빗물이용시설의 저류 용량 결정 방법은 인천 청라지구 1공구에 설치된 빗물이용시설의 설계자료에 적용하여 분석의 효율성, 안정성, 정확성을 검증하였다. 본 연구에서 제시한 빗물이용시설의 저류 용량 결정 방법은 현재의 분석 기술 수준을 개선할 수 있으므로 실용적 가치가 있는 것으로 판단된다.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2003년도 ICCAS
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• pp.1066-1070
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• 2003

Recently technologies have created new principle and theory but the PID control system remains its popularity as the PID controller contains simple structure, including maintenance and parameter adjustment being so simple. Thus, this paper proposes auto tune PID by fuzzy logic controller based on FPGA which to achieve real time and small size circuit board. The digital PID controller design to consist of analog to digital converter which use chip TDA8763AM/3 (10 bit high-speed low power ADC), digital to analog converter which use two chip DAC08 (8 bit digital to analog converters) and fuzzy logic tune digital PID processor embedded on chip FPGA XC2S50-5tq-144. The digital PID processor was designed by fundamental PID equation which architectures including multiplier, adder, subtracter and some other logic gate. The fuzzy logic tune digital PID was designed by look up table (LUT) method which data storage into ROM refer from trial and error process. The digital PID processor verified behavior by the application program ModelSimXE. The result of simulation when input is units step and vary controller gain ($K_p$, $K_i$ and $K_d$) are similarity with theory of PID and maximum execution time is 150 ns/action at frequency are 30 MHz. The fuzzy logic tune digital PID controller based on FPGA was verified by control model of level control system which can control level into model are correctly and rapidly. Finally, this design use small size circuit board and very faster than computer and microcontroller.

• 한국정밀공학회지
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• 제20권7호
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• pp.233-240
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• 2003

Recently, the world are preparing for new revolution, called as If (Information Technology), NT (Nano-Technology), and BT (Bio-Technology). NT can be applied to various fields such as semiconductor-micro technology. Ultra precision processing is required for NT in the field of mechanical engineering. Recently, together with radical advancement of electronic and photonics industry, necessity of ultra precision processing is on the increase for the manufacture of various kernel parts. Therefore, in this paper, stability of ultra precision cutting unit is investigated, this unit is the kernel unit in ultra precision processing machine. According to alteration of shape and material about hinge, stability investigation is performed. In this paper, hinge shapes of micro stage in UPCU(Ultra Precision Cutting Unit) are designed as two types, where, hinge shapes are composed of round and rectangularity. Elasticity and strength are analyzed about micro stage, according to hinge shapes, by FE analysis. Micro stage in ultra precision processing machine has to keep hinge shape under cutting condition with 3-component force (cutting component, axial component, radial component) and to reduce modification against cutting force. Then we investigated its elasticity and its strength against these conditions. Material of micro stage is generally used to duralumin with small thermal deformation. But, stability of micro stage is investigated, according to elasticity and strength due to various materials, by FE analysis. Where, Used materials are composed of aluminum of low strength and cooper of medium strength and spring steel of high strength. Through this stability investigation, trial and error is reduced in design and manufacture, at the same time, we are accumulated foundation data for unit control.

• Environmental Engineering Research
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• 제16권3호
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• pp.121-129
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• 2011

The completely mixed flow and plug flow (CAP) water quality model was developed for streams with discontinuous flows, a condition that often occurs in low base flow streams with in-stream hydraulic structures, especially during dry seasons. To consider the distinct physical properties of each reach effectively, the CAP model stream network can include both plug flow (PF) segments and completely mixed flow (CMF) segments. Many existing water quality models are capable of simulating various constituents and their interactions in surface water bodies. More complicated models do not necessarily produce more accurate results because of problems in data availability and uncertainties. Due to the complicated and even random nature of environmental forcing functions, it is not possible to construct an ideal model for every situation. Therefore, at present, many governmental level water quality standards and decisions are still based on lumped constituents, such as the carbonaceous biochemical oxygen demand (CBOD), the total nitrogen (TN) or the total phosphorus (TP). In these cases, a model dedicated to predicting the target concentration based on available data may provide as equally accurate results as a general purpose model. The CAP model assumes that its water quality constituents are independent of each other and thus can be applied for any constituent in waters that follow first order reaction kinetics. The CAP model was applied to the Geum River in Korea and tested for CBOD, TN, and TP concentrations. A trial and error method was used for parameter calibration using the field data. The results agreed well with QUAL2EU model predictions.

• 한국농공학회지
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• 제43권4호
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• pp.57-68
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• 2001

It is matter of common knowledge to give impetus to the water resources development to cope with increasing demand and supply for the water utilization project including agricultural living and industrial water owing to the economic and civilization development in recent years. Regional design rainfall is necessary or the design of the dam reservoir levee and drainage facilities for the development of various kinds of essential waters including agricultural water. For the estimation of the regional design rainfall classification of the climatologically an geographically homogeneous regions should be preceded preferentially This study was mainly conducted to derive the optimal regionalization of the precipitation data which can be classified by the climatologically and geographically homogeneous regions all over the regions except Cheju and Wulreung islands in Korea. A total of 65 rain gauges were used to regional analysis of precipitation. Annual maximum series for the consecutive durations of 1, 3, 6, 12, 24, 36, 48 and 72hr were used for various statistical analysis. Both K-means clustering and mean annual precipitation methods are used to identify homogeneous regions all over the regions. Nine and five homogeneous regions for the precipitation were classified by the K-means clustering and mean annual methods, respectively. Finally, Five homogeneous regions were established by the trial and error method with homogeneity test using statistics of $\chi$$^2$ distribution.

• Elastomers and Composites
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• 제47권3호
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• pp.188-193
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• 2012

고무부품의 신뢰성을 확보하기 위해서는 피로수명예측 및 평가기술 개발이 중요하다 하겠다. 최근에 고무부품에 대한 고 성능, 고 신뢰성을 위해 설계, 해석 및 평가기술이 요구되고 있으나, 지금까지는 경험과 시행착오적인 방법으로 개발되고 있는 실정이다. 따라서, 본 연구에서는 고무소재에 대해 배합조건, 기계적 특성, 열화 및 피로수명 등을 포함하는 고무소재 물성 데이터베이스를 구축하고, 고무부품의 특성해석 결과를 데이터베이스와 연계하여 고무부품의 피로해석 모델을 개발하였으며, 실제 피로시험 결과를 통하여 개발된 모델의 타당성을 검증하였다.

• 한국항해항만학회지
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• 제27권4호
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• pp.397-402
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• 2003

컨테이너 시큐어링 시스템은 컨테이너 운반선 상갑판에 적재되는 컨테이너의 배치 설계를 위한 시스템이다. 컨테이너의 배치는 각 선급의 가이드라인에 기초하여 설계되어지며, 주어진 배치에 따른 반력들과 변력의 한계값을 제공하고 있다. 컨테이너 설계를 위해서는 컨테이너 구속 교량(lashing bridge)과 수직 구속 장치(vertical lashing) 등을 고려해야 하며, 최대 수직 중량 중심(vertical center of gravity, VCG)과 최대 화물 중량(stack weight)을 갖는 배치안을 제시할 수 있어야 한다. 본 연구에서는 이를 위한 평형방정식을 정립하였으며, 배치안 계산을 위해 등식 제한조건(equality constraint)을 처리할 수 있는 최적화 알고리즘을 적용하여 새로운 컨테이너 시큐어링 시스템을 개발하였다. 개발된 시스템은 컨테이너 배치 설계 시간을 크게 줄여주며, 설계자가 원하는 배치 설계안을 제시해 준다.

• 한국정보통신학회논문지
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• 제24권6호
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• pp.706-713
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• 2020

기존 방송용 LED 조명 제어방법은 RGB LED에 3자극치 이론을 적용한 LED 전류제어를 사용한다. 제어의 편의성을 위해 이러한 제어방법은 1차 선형함수로 근사하거나 시행착오를 통해 적절한 값을 사용한다. 그리고 실제 방송 조명에서 요구되는 충분한 광량과 색 혼합을 위해 적용되는 확산 판 등을 사용하지 않아 방송 조명으로는 적합하지 않다. 본 연구에서는 방송 조명용 LED 패널 제어방법으로 비선형함수 근사 능력이 뛰어난 순방향신경망을 사용하여 원하는 색도좌표 값과 조도의 디밍 값에 맞는 RGBW LED 패널 제어기를 구현하고자 한다. 성능 평가 결과 xy 색도좌표의 오차가 대부분 ±0.02 이내이며, ANSI C78.377A의 허용범위를 만족하였다. xy 색도좌표 값의 평균 오차는 xerror=0.0044, yerror=0.0030로 제안한 알고리즘의 우수함과 안정적인 성능을 확인하였다.

• 멤브레인
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• 제33권1호
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• pp.34-45
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• 2023

본 연구에서는 투과 유량 모델을 개발하기 위하여, 시간, 막 전후의 압력 차, 회전 속도, 막의 기공 크기, 동점도, 농도 및 공급 유체의 밀도 등 7개의 입력 변수에 기반한 두 종류(ANN 및 SVM) 인공지능 기법을 이용하였다. 시행착오법과 실험데이터와 예측 데이터 간의 결정 계수(R²) 와 평균절대상대편차(AARD)를 포함한 두 가지 통계 변수를 통해 최적의 모델을 선정하였다. 최종적으로 얻어진 결과에서 최적화된 ANN 모델이 R² = 0.999 및 AARD% = 2.245인 투과 플럭스 예측 정확도를 보여서, R² = 0.996 및 AARD% = 4.09의 정확도를 보인 SVM 모델에 비해 더 정확함을 알 수 있었다. 또한, ANN 모델은 SVM 방식에 비해 투과 유속을 예측하는 능력도 더 높은 것으로 나타났다.