• Title/Summary/Keyword: Optimum Algorithm

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Optimal Design for a Conic Winglet of a Dual Type Combined Fan (이중구조팬의 Conic Winglet 최적설계)

  • Kim, Jin-Wook;Kim, Woo-Teak;Ryu, Min-Hyoung;Cho, Lee-Sang;Cho, Jin-Soo
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.44 no.6
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    • pp.468-476
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    • 2016
  • In this study, the conic winglet which is made by rotating wing tip airfoil by each 3 axis is applied to the dual type combined fan to reduce the wing tip leakage loss. Computational Fluid Dynamics is used to calculate the loss and optimum technique is used to get minimum loss. Optimization results shows that total pressure loss coefficient was reduced by 3.4 %, and optimization model was a bended shape at the end of wing forward to pressure side.

Transmission Power Minimization with Network Coding for Mobile Terminals in Cellular Relay Networks

  • Du, Guanyao;Xiong, Ke;Li, Dandan;Qiu, Zhengding
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.6 no.9
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    • pp.2098-2117
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    • 2012
  • This paper jointly investigates the bandwidth allocation, transmission strategy and relay positions for two-way transmission aware cellular networks with network coding (NC). Our goal is to minimize the transmission power of mobile terminals (MTs). Consider a cellular system, where multiple MTs exchange information with their common base station, firstly, we propose an efficient bandwidth allocation method and then give a transmission strategy for each MT to determine whether to use relay stations (RSs) for its two-way transmission with the BS or not. To further improve the system performance, the optimal positions of RSs are also jointly discussed. A GA-based algorithm is presented to obtain the optimum positions for RSs. Besides, the impacts of frequency reuse on MT's transmission power and system spectral efficiency (SE) under different number of relays are also discussed in our work. Numerical results show that the proposed NC aware scheme can extend MTs' battery life at least 6% more than traditional method.

A Fast Scheme for Inverting Single-Hole Electromagnetic Data

  • Kim Hee Joon;Lee Jung-Mo;Lee Ki Ha
    • Proceedings of the KSEEG Conference
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    • 2002.04a
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    • pp.167-169
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    • 2002
  • The extended Born, or localized nonlinear approximation of integral equation (IE) solution has been applied to inverting single-hole electromagnetic (EM) data using a cylindrically symmetric model. The extended Born approximation is less accurate than a full solution but much superior to the simple Born approximation. When applied to the cylindrically symmetric model with a vertical magnetic dipole source, however, the accuracy of the extended Born approximation is greatly improved because the electric field is scalar and continuous everywhere. One of the most important steps in the inversion is the selection of a proper regularization parameter for stability. Occam's inversion (Constable et al., 1987) is an excellent method for obtaining a stable inverse solution. It is extremely slow when combined with a differential equation method because many forward simulations are needed but suitable for the extended Born solution because the Green's functions, the most time consuming part in IE methods, are repeatedly re-usable throughout the inversion. In addition, the If formulation also readily contains a sensitivity matrix, which can be revised at each iteration at little expense. The inversion algorithm developed in this study is quite stable and fast even if the optimum regularization parameter Is sought at each iteration step. Tn this paper we show inversion results using synthetic data obtained from a finite-element method and field data as well.

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Development of a Fully-Controlled Phytotrons -Temperature and Humidity Control System- (완전제어형(完全制御型) 실험용(實驗用) 작물생육장치(作物生育裝置)의 개발(開發)(I) -온(溫)·습도(濕度) 제어(制御) 시스템-)

  • Lee, K.C.;Ryu, K.H.;Noh, S.H.;Hong, S.H.
    • Journal of Biosystems Engineering
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    • v.17 no.1
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    • pp.55-64
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    • 1992
  • The aim of this study was to develop a phytotron for studying the effects of environmental factors such as temperature and humidity on plant growth. This equipment consists of the growth chamber, and the measurement and control system including control algorithms required for optimum operation. As the first step of the study, a temperature and humidity control system was developed. The results of this study are summarized as follows ; 1. Pt-100 was selected to measure temperature and a linearized op-amp circuit was developed for signal conditioning. 2. Pt-100 wet bulb thermometer based on Asmann's principle was developed to measure relative humidity. 3. Temperature and relative humidity conditions were controlled by ON-OFF and PWM operation using a PID controller. And an autotuning algorithm using the characteristics of step response was developed to determine optimal PID constants which were independent of the size of apparatus and environmental factors. 4. Under the ambient temperature of $20^{\circ}C{\sim}25^{\circ}C$, the temperature was kept within the error of ${\pm}0.3^{\circ}C$ in the range of $10^{\circ}C{\sim}40^{\circ}C$, and the relative humidity was kept within the error of ${\pm}5%$ in the range of ${\pm}50%{\sim}90%$.

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A Study on Diagnostics of Single Performance Deterioration of Aircraft Gas-Turbine Engine Using Genetic Algorithms (유전자 알고리즘을 이용한 항공기용 가스터빈 엔진의 단일 결함 진단에 대한 연구)

  • Kim, Seung-Min;Yong, Min-Chul;Roh, Tae-Seong;Choi, Dong-Whan
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.35 no.3
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    • pp.238-247
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    • 2007
  • Genetic Algorithms(GA) which searches optimum solution using natural selection and the law of heredity has been applied to learning algorithms in order to estimate performance deterioration of the aircraft gas turbine engine. The compressor, gas generator turbine and power turbine are considered for engine performance deterioration and estimation for performance deterioration of a single component at design point was conducted. As a result of that, defect diagnostics has been conducted. The input criteria for the genetic algorithm to guarantee the high stability and reliability was discussed as increasing learning data sets. As a result, the accuracy of defect estimation and diagnostics were verified with its RMS error within 3%.

Multi-Cluster based Dynamic Channel Assignment for Dense Femtocell Networks

  • Kim, Se-Jin;Cho, IlKwon;Lee, ByungBog;Bae, Sang-Hyun;Cho, Choong-Ho
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.10 no.4
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    • pp.1535-1554
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    • 2016
  • This paper proposes a novel channel assignment scheme called multi-cluster based dynamic channel assignment (MC-DCA) to improve system performance for the downlink of dense femtocell networks (DFNs) based on orthogonal frequency division multiple access (OFDMA) and frequency division duplexing (FDD). In order to dynamically assign channels for femtocell access points (FAPs), the MC-DCA scheme uses a heuristic method that consists of two steps: one is a multiple cluster assignment step to group FAPs using graph coloring algorithm with some extensions, while the other is a dynamic subchannel assignment step to allocate subchannels for maximizing the system capacity. Through simulations, we first find optimum parameters of the multiple FAP clustering to maximize the system capacity and then evaluate system performance in terms of the mean FAP capacity, unsatisfied femtocell user equipment (FUE) probability, and mean FAP power consumption for data transmission based on a given FUE traffic load. As a result, the MC-DCA scheme outperforms other schemes in two different DFN environments for commercial and office buildings.

An Active filter Design using Normalized High Order Inverse Chebyshev Functions (정규화된 고차 inverse Chebyshev함수를 이용한 능동 필터 설계)

  • 신홍규;김동용
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.13 no.4
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    • pp.322-331
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    • 1988
  • In this thesis, an active RC filter using high order inverse chebyshev function is designed and the design method for cascading blocks with low sensitivity and maximum dynamic range is discussed. To have maximum dynamic range, we have proposed the simple algorithm with a pole-zero pairing, the cascading sequence by flatness matrix and optimum gain distribution for a given transfer function. And 2nd order Block is designed with negative feedback to improve the sensitivity problem which had a defect at active RC circuits. Using the suggested method, we have designed the active RC low pass filter of the normalized 7th order inverse chebyshev function, as a results, we have shown that this accord with the given specification.

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Soft-Output Equalization Techniques for DCS 1800 Mobile communication System (DCS 1800 시스템에서의 연판정 출력 등화기법에 관한 연구)

  • 윤영우;강창언
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.24 no.10A
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    • pp.1480-1493
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    • 1999
  • 본 논문에서는 DCS 1800 시스템에서 수신단의 성능을 개선시킬 수 있는 새로운 연판정 출력 등화 기법과 등화기 구조를 제안한다. 먼저 최적 연판정 출력 알고리듬(OSA : Optimum Soft-output Algorithm)의 계산량을 크게 줄이면서도 준최적의 성능을 유지하는 간략화된 최대 사후 확률 검파 기법을 제안한다. 그리고 부정확한 채널 추정값을 보정 할 수 있는 채널 추정 방식을 사용하고, 적응 채널추정 기법과 효율적으로 결합시킬 수 있는 새로운 등화기 구조를 노말 버스트의 특징을 이용하여 설계한다. 성능의 실험은 JTC 채널 모델을 이용하여 이루어졌으며, 본 논문에서 제안한 간략화된 최대 사후 확률 검파 연판정 출력 등화 알고리듬은 적은 계산량에도 불구하고, 기존의 최적 OSA의 비슷한 성능을 유지한다. 또한, 경판정 출력 비터비 등화 알고리듬에 비해서는 3~7dB의 성능 이득을 가지며, 간략화된 연판정 출력 비터비 등화 기법에 비해서는 0.5~3dB까지의 성능 이득을 나타낸다. 또한 채널의 변화 속도가 빠른 경우, 제안된 양방향 등화 구조는 기존의 순방향만을 이용하는 등화 구조에 비하여 커다란 성능 이득을 가진다. 즉, 기존의 순방향만을 이 淪求\ulcorner등화 구조를 사용한 등화기는 오차 성능의 정체 현상을 나타내지만, 양방향 등화 구조를 사용한 등화기는 오차 성능의 정체 현상을 보이지 않음을 확인할 수 있다.

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Research on Path Planning for Mobile Robot Navigation (이동로봇의 주행을 위한 경로 계획에 관한 연구)

  • Huh, Dei-Jeung;Lee, Woo-Young;Huh, Uk-Youl;Kim, Jin-Hwan;Lee, Je-Hi
    • Proceedings of the KIEE Conference
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    • 2002.07d
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    • pp.2401-2403
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    • 2002
  • Given a certain target point, the mobile robot's navigation could be mainly considered about two areas, 'how fast and accurate' and 'how safe'. Such problems regarding the velocity and stability possess close relationship with the path in which the mobile robot navigates in. Thus, the system proposed in this research paper was constructed so the mobile robot can obtain the optimum path by utilizing the information according to the environmental map, based on the Global Path Planning. Also by inducing the Local Path Planning method, it was constructed so that the robots can avoid the obstacles, which were not shown in the environmental map on-line. Particularly, by fusing the Local and Global Path Planning together, it is possible for the robots to plan similar path. At the same time, the focus was on the materialization of effective mobile robot's navigation. It was made possible by utilizing the Fuzzy Logic Control. Also, the validity of the algorithm proposed was proven through the trial experiment.

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On-line Parameter Estimation of IPMSM Drive using Neural Network (신경회로망을 이용한 IPMSM 드라이브의 온라인 파라미터 추정)

  • Park, Ki-Tae;Choi, Jung-Sik;Ko, Jae-Sub;Lee, Jung-Ho;Kim, Jong-Kwan;Park, Byung-Sang;Chung, Dong-Hwa
    • Proceedings of the KIEE Conference
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    • 2006.07b
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    • pp.761-762
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    • 2006
  • A number of techniques have been developed for estimation of speed or position in motor drives. The accuracy of these techniques is affected by the variation of motor parameters such as the stator resistance, stator inductance or torque constant. This paper is proposed a neural network based estimator for torque and stator resistance in IPMSM Drives. The neural weights are initially chosen randomly and a model reference algorithm adjusts those weights to give the optimum estimations. The neural network estimator is able to track the varying parameters quite accurately at different speeds with consistent performance. The neural network parameter estimator has been applied to slot and flux linkage torque ripple minimization of the IPMSM. The validity of the proposed parameter estimator is confirmed by the operating characteristics controlled by neural networks control.

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