• Title/Summary/Keyword: sampling points

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Fairing Design Optimization of Missile Hanger for Drag Reduction (유도탄 행거 항력 저감을 위한 페어링 형상 최적화)

  • Jeong, Sora
    • Journal of the Korea Institute of Military Science and Technology
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    • v.22 no.4
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    • pp.527-535
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    • 2019
  • Hanger in a rail-launched missile protrudes in general and causes to increase significant drag force. One method to avoid the significant increase of drag force is to apply fairings on the hanger. In this paper, sloping shaped fairing parameters of height, width, and length are optimized to minimize the drag force under subsonic speed region by examining three configurations of fairings : front-fairing only, rear-faring only, and the both front and rear fairing. We use Latin Hypercube Sampling method to determine the experimental points, and computational fluid dynamics with incompressible RANS solver was applied to acquire the data at sampling points. Then, we construct a meta model by kriging method. We find the best choice among three configurations examined : both front and rear fairing reduce the drag force by 63 % without the constraint of fairing mass, and front fairing reduced the drag force by 52 % with the constraint of hanger mass.

A BAYESIAN APPROACH FOR A DECOMPOSITION MODEL OF SOFTWARE RELIABILITY GROWTH USING A RECORD VALUE STATISTICS

  • Choi, Ki-Heon;Kim, Hee-Cheul
    • Journal of applied mathematics & informatics
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    • v.8 no.1
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    • pp.243-252
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    • 2001
  • The points of failure of a decomposition process are defined to be the union of the points of failure from two component point processes for software reliability systems. Because sampling from the likelihood function of the decomposition model is difficulty, Gibbs Sampler can be applied in a straightforward manner. A Markov Chain Monte Carlo method with data augmentation is developed to compute the features of the posterior distribution. For model determination, we explored the prequential conditional predictive ordinate criterion that selects the best model with the largest posterior likelihood among models using all possible subsets of the component intensity functions. A numerical example with a simulated data set is given.

A Magnet Pole Shape Optimization of a Large Scale BLDC Motor Using a RSM With Design Sensitivity Analysis (민감도기법과 RSM을 이용한 대용량 BLDC 전동기 영구자석의 형상 최적화)

  • Shin, Pan-Seok;Chung, Hyun-Koo;Woo, Sung-Hyun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.58 no.4
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    • pp.735-741
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    • 2009
  • This paper presents an algorithm for the permanent magnet shape optimization of a large scale BLDC(Brushless DC) motor to minimize the cogging torque. A response surface method (RSM) using multiquadric radial basis function is employed to interpolate the objective function in design parameter space. In order to get a reasonable response surface with relatively small number of sampling data points, additional sampling points are added on the basis of design sensitivity analysis computed by using FEM. The algorithm has 2 stages: the first stage is to determine the PM arc angle, and the 2nd stage is to optimize the magnet pole shape. The developed algorithm is applied to a 5MW BLDC motor to get a minimum cogging torque. After 3 iterations with 4 design parameters, the cogging torque is reduced to 13.2% of the initial one.

Sensitivity analysis of reliability estimation methods for attribute data to sample size and sampling points of time (계수형 데이터에 대한 신뢰도 추정방법의 샘플 수와 샘플링 시점 수에 따른 민감도 분석)

  • Son, Young-Kap;Ryu, Jang-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.2
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    • pp.581-587
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    • 2011
  • Reliability estimation methods using attribute data are widely used in reliability evaluation of various systems such as nuclear energy plants, food and drug, and space launch vehicles. This paper shows sensitivity analysis and comparison results of reliability estimation methods including a parametric estimation method in open literature with respect to both sample size and sampling points of time. And ways to improve accuracy of each reliability estimation method were proposed from the sensitivity analysis results.

Seasonal Analysis of Odorous Compounds Emitted From the Chemical Plant (계절별 악취물질의 배출량 분석 및 평가에 관한 연구)

  • Cho, Jae-Sung;Kim, Jae-Woo
    • Journal of Environmental Science International
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    • v.16 no.1
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    • pp.27-32
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    • 2007
  • In this study, the concentrations of offensive odorous compounds seasonally emitted from the chemical plant at Chongju industrial complex in Korea were determined by the analytical methods of gas chromatography, high performance liquid chromatography and uv/vis spectroscopy. The kinds of offensive odorous compounds examined are formaldehyde, acetaldehyde, butyl aldehyde, propion aldehyde, n-valeric aldehyde, iso-valeric aldehyde, hydrogen sulfide, methyl mercaptan, dimethyl sulfide, dimethyl disulfide, trimethyl amine and ammonia. The seasonally emission levels of all odorous compounds except dimethyl sulfide at 13 sampling points of plant were lower than those of the regulation standard levels of the industrial complex in Korea. The levels were the highest in June, and lowest in December. The propion aldehyde and iso-valeric aldehyde in June and December, butyl aldehyde in December, and n-valeric aldehyde were not detected in all the three seasons at any sampling points of the plant examined. But in June, dimethyl sulfide was emitted up to 16 times than that of the regulation level.

Analysis of Offensive Odorous Compounds Emitted From the Chemical Plants (화학공장에서 배출되는 악취규제물질의 분석 및 평가)

  • Choi, Jae-Sung;Kim, Jae-Woo
    • Journal of Environmental Science International
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    • v.16 no.1
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    • pp.33-38
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    • 2007
  • The concentrations of offensive odorous compounds emitted from the two chemical plants in Chongju and Yeosu industrial complex in Korea were determined by uv/vis spectroscopy, gas chromatography, and high performance liquid chromatography. The odorous compounds examined in this study are ammonia, trimethyl amine, formaldehyde, acetaldehyde, propion aldehyde, butyl aldehyde, n-valeric aldehyde, iso-valeric aldehyde, hydrogen sulfide, methyl mercaptan, dimethyl sulfide and dimethyl disulfide. The concentrations of those were determined from the 10 sampling points of the two plants, respectively. The emission concentrations of all odorous com-pounds examined in the two plants were lower than those of the regulation standard levels of industrial complex in Korea, respectively. The propion aldehyde, n-valeric aldehyde, methyl mercaptan and dimethyl disulfide in Chongju and Yeosu plants, and butyl aldehyde and iso-valeric aldehyde in Yeosu plant were not detected at any sampling points examined.

Improved Digital Redesign for Fuzzy Systems: Compensated Bilinear Transform Approach

  • Kim, Do-Wan;Joo, Young-Hoon;Park, Jin-Bae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.15 no.6
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    • pp.765-770
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    • 2005
  • This paper presents a new intelligent digital redesign (IDR) method via the compensated bilinear transformation to design the digital controller such that the digital fuzzy system is equivalent to the analog fuzzy system in the sense of the state-matching. This paper especially consider a multirate control scheme with a predictive feature, where the digital control input is held constant N times between the sampling points. More precisely, the multirate control scheme is proposed that utilizes a numerical integration scheme to approximately predict the current state from the state measured at the sampling points, the delayed measurements. For this system, the IDR conditions incorporated with stabilizability in the format of the linear matrix inequalities (LMIs) are derived. The superiority of the proposed technique is convincingly visualized through a numerical example.

A Study on the Perception, Importance and Satisfaction with Local Traditional Food among University students - Focused on Kyungsan City - (대학생의 향토음식에 대한 인식 및 중요도, 만족도에 관한 연구 - 경산시를 중심으로 -)

  • Jung, Woo-Seok;Hwang, Su-Jung
    • Culinary science and hospitality research
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    • v.20 no.1
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    • pp.120-132
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    • 2014
  • This study was to investigate the undergraduates in Gyeongsan city, an area heavily populated with students, on their awareness of and their satisfaction with the local traditional food to suggest an effective marketing direction to town restaurants and to provide them with useful information to activate their business. The samples were taken by the convenience sampling method and the measurement was done by 5 points-Likert. The result was as follows. The students recognized that cleanliness(4.69 points), food texture(4,57 points), the freshness of food materials(4,56 points) and food price(4.20 points) were important. However, they considered the legitimacy of local traditional foods(3.59 points), the supplementary explanation of food(3.58 points) and the quantity of food(3.34 points) as less important. On the level of satisfaction with the food, they were highly satisfied with food taste(3.55 points), food flavor(3.47 points) and quantity(3.39 points), while showing relatively low satisfaction with food creativity(2.94 points), food originality(2.75 points) and the explanation of food(2.61 points). The result of IPA indicated that the food texture, food cleanliness, the freshness of food materials, food flavor, food taste and food nutrients were thought to be important among customers, to be kept well by the restaurants and to be shown as the items to be maintained further. The customers took other items like menu price and the creativity of menu to be important, but their satisfaction with these items were low due to lack of practice. Therefore, those items should be managed intensively.

An Efficient Heuristic Algorithm of Surrogate-Based Optimization for Global Optimal Design Problems (전역 최적화 문제의 효율적인 해결을 위한 근사최적화 기법)

  • Lee, Se-Jung
    • Korean Journal of Computational Design and Engineering
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    • v.17 no.5
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    • pp.375-386
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    • 2012
  • Most engineering design problems require analyses or simulations to evaluate objective functions. However, a single simulation can take many hours or even days to finish for many real world problems. As a result, design optimization becomes impossible since they require hundreds or thousands of simulation evaluations. The surrogate-based optimization (SBO) strategy became a remedy for such computationally expensive analyses and simulations. A surrogate-based optimization strategy has been developed in this study in order to improve global optimization performance. The strategy is a heuristic algorithm and it exploits not only multiple surrogates, but also multiple optimizers. Multiple optimizations of multiple surrogate models yield multiple candidate design points of optima. During the sequential sampling process, the algorithm ranks candidate design points, selects the points as many as specified, and builds the improved surrogate model. Various mathematical functions with different numbers of design variables are chosen to compare the proposed method with the other most recent algorithm, MSEGO. The proposed method shows superior performance to the other method.

A Low Bit Rate Speech Coder Based on the Inflection Point Detection

  • Iem, Byeong-Gwan
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.15 no.4
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    • pp.300-304
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    • 2015
  • A low bit rate speech coder based on the non-uniform sampling technique is proposed. The non-uniform sampling technique is based on the detection of inflection points (IP). A speech block is processed by the IP detector, and the detected IP pattern is compared with entries of the IP database. The address of the closest member of the database is transmitted with the energy of the speech block. In the receiver, the decoder reconstructs the speech block using the received address and the energy information of the block. As results, the coder shows fixed data rate contrary to the existing speech coders based on the non-uniform sampling. Through computer simulation, the usefulness of the proposed technique is shown. The SNR performance of the proposed method is approximately 5.27 dB with the data rate of 1.5 kbps.