• Title/Summary/Keyword: Space Optimization

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A Methodology of Databased Energy Demand Prediction Using Artificial Neural Networks for a Urban Community (인공신경망을 이용한 데이터베이스 기반의 광역단지 에너지 수요예측 기법 개발)

  • Kong, Dong-Seok;Kwak, Young-Hun;Lee, Byung-Jeong;Huh, Jung-Ho
    • 한국태양에너지학회:학술대회논문집
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    • 2009.04a
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    • pp.184-189
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    • 2009
  • In order to improve the operation of energy systems, it is necessary for the urban communities to have reliable optimization routines, both computerized and manual, implemented in their organizations. However, before a production plan for the energy system units can be constructed, a prediction of the energy systems first needs to be determined. So, several methodologies have been proposed for energy demand prediction, but due to uncertainties in urban community, many of them will fail in practice. The main topic of this paper has been the development of a method for energy demand prediction at urban community. Energy demand prediction is important input parameters to plan for the energy planing. This paper presents a energy demand prediction method which estimates heat and electricity for various building categories. The method has been based on artificial neural networks(ANN). The advantage of ANN with respect to the other method is their ability of modeling a multivariable problem given by the complex relationships between the variables. Also, the ANN can extract the relationships among these variables by means of learning with training data. In this paper, the ANN have been applied in oder to correlate weather conditions, calendar data, schedules, etc. Space heating, cooling, hot water and HVAC electricity can be predicted using this method. This method can produce 10% of errors hourly load profile from individual building to urban community.

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Optical system design using lens modules I:optimum first order design in zoom lens (렌즈모듈을 이용한 광학계 설계 I: 줌렌즈의 First Order 최적설계)

  • 박성찬;김영식
    • Korean Journal of Optics and Photonics
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    • v.8 no.2
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    • pp.81-87
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    • 1997
  • This paper presents the optimum initial design containing the first and third order properties of the four-group video camera zoom system using lens modules, and its real lens design. The optimum initial design with focal length range of 6.1693 to 58.4065 mm is derived by assigning appropriate first order quantities and third order aberrations to each module along with the specific constraints required for optimization. By scaling the focal length of each lens group, an initial real lens selected for each group has been designed to match its focal length into that of the each lens module, and then combined to establish an actual zoom system by adjusting the air space between the groups at all zoom positions. The combination of the separately designed groups results in a system which satisfies the first order properties of the zoom system consisting of original lens modules. As a result, by residual aberration correction, we could obtain a zoom system useful in video zoom camera employing the rear focus method.

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One-Step-Ahead Control of Waveform and Detection Threshold for Optimal Target Tracking in Clutter (클러터 환경에서 최적의 표적 추적을 위한 파형 파라미터와 검출문턱 값의 One-Step-Ahead 제어)

  • Shin Han-Seop;Hong Sun-Mog
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.43 no.1 s.307
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    • pp.31-38
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    • 2006
  • In this paper, we consider one-step-ahead control of waveform parameters (pulse amplitudes and lengths, and FM sweep rate) as well as detection thresholds for optimal range and range-rate tracking in clutter. The optimal control of the combined parameter set minimizes a tracking performance index under a set of parameter constraints. The performance index includes the probability of track loss and a function of estimation error covariances. The track loss probability and the error covariance are predicted using a hybrid conditional average algorithm The effect of the false alarms and clutter interference is taken into account in the prediction. Tracking performance of the one-step-ahead control is presented for several examples and compared with a control strategy heuristically derived from a finite horizon optimization.

Optimized Design of Low Voltage High Current Ferrite Planar Inductor for 10 MHz On-chip Power Module

  • Bae, Seok;Hong, Yang-Ki;Lee, Jae-Jin;Abo, Gavin;Jalli, Jeevan;Lyle, Andrew;Han, Hong-Mei;Donohoe, Gregory W.
    • Journal of Magnetics
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    • v.13 no.2
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    • pp.37-42
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    • 2008
  • In this paper, design parameters of high Q (> 50), high current inductor for on-chip power module were optimized by 4 Xs 3 Ys DOE (Design of Experiment). Coil spacing, coil thickness, ferrite thickness, and permeability were assigned to Xs, and inductance (L) and Q factor at 10 MHz, and resonance frequency ($f_r$) were determined Ys. Effects of each X on the Ys were demonstrated and explained using known inductor theory. Multiple response optimizations were accomplished by three derived regression equations on the Ys. As a result, L of 125 nH, Q factor of 197.5, and $f_r$ of 316.3 MHz were obtained with coil space of $127\;{\mu}m$, Cu thickness of $67.8\;{\mu}m$, ferrite thickness of $130.3\;{\mu}m$, and permeability 156.5. Loss tan ${\delta}=0$ was assumed for the estimation. Accordingly, Q factor of about 60 is expected at tan ${\delta}=0.02$.

Design of Cavity-Backed High Gain Dual Band Microstrip Antenna Using Frequency Selective Surface (FSS 구조를 이용한 Cavity-Backed 고이득 이중 대역 마이크로스트립 안테나 설계)

  • Kim, Byoung-Chul;Choo, Ho-Sung;Park, Ik-Mo
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.21 no.2
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    • pp.152-163
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    • 2010
  • In this paper, a cavity-backed high gain dual band microstrip antenna with Frequency Selective Surface space(FSS) for WLAN is proposed. The proposed antenna that operates in IEEE 802.11a/b bands with similar radiation pattern and gain is fabricated on RO4003 substrate with a dielectric constant of 3.38. The size of the antenna is $71.5{\times}42.0{\times}6.6\;mm^3$, and the FSS size is $120.0{\times}120.02\;mm^3$. The ground plane size including cavity is $150.0{\times}145.0\;mm^3$. The antenna is fed by coaxial cable. The simulated bandwidths of the antenna are 2.369~2.517 GHz and 5.608~5.833 GHz for VSWR<2. The gains are 11.23 dBi and 12.60 dBi, respectively, for the lower and upper bands.

Experimental Investigation of Blade-To-Blade Pressure Distribution in Contra-Rotating Axial Flow Pump

  • Cao, Linlin;Watanabe, Satoshi;Honda, Hironori;Yoshimura, Hiroaki;Furukawa, Akinori
    • International Journal of Fluid Machinery and Systems
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    • v.7 no.4
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    • pp.130-141
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    • 2014
  • As a high specific speed pump, the contra-rotating axial flow pump with two rotors rotating reversely has been proved with higher hydraulic and cavitation performance, while in our previous researches, the potential interaction between two blade rows was distinctly observed for our prototype rotors designed with equal rotational speed for both front and rear rotors. Based on the theoretical and experimental evidences, a rotational speed optimization methodology was proposed and applied in the design of a new combination of contra-rotating rotors, primarily in expectation of the optimized blade pressure distributions as well as pertinently improved hydraulic performances including cavitation performance. In the present study, given one stationary and two rotating frames in the contra-rotating rotors case, a pressure measurement concept taking account of the revolutions of both front and rear rotors simultaneously was adopted. The casing wall pressure data sampled in time domain was successfully transferred into space domain, by which the ensemble averaged blade-to-blade pressure distributions at the blade tip of two contra-rotating rotors under different operation conditions were studied. It could be seen that the rotor pair with the optimized rotational speed combination as well as work division, shows more reasonable blade-to-blade pressure distribution and well weakened potential interaction. Moreover, combining the loading curves estimated by the measured casing wall pressure, the cavitation performance of the rotor pairs with new rotational speed combination were proved to be superior to those of the prototype pairs.

The Technique of Blocking Artifacts Reduction Method Based on Spatially Adaptive Image Restoration (공간 적응적 영상복원을 이용한 블록화 현상 제거 기법)

  • Kim, Tae-Keun;Woo, Hun-Bae;Paik, Joon-Ki
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.35S no.12
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    • pp.46-54
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    • 1998
  • In this paper we propose a fast adaptive image restoration filter using DCT-based block classification for reducing block artifacts in compressed images. In order to efficiently reduce block artifacts, edge direction of each block is classified by using the DCT coefficients, and the constrained least square (CLS) on the observation that the quantization operation in a series of coding process is a nonlinear and many-to-one mapping operator. And then we propose an approximated version of constrained optimization technique as a restoration process for removing the nonlinear and space-varying degradation operator. For real-time implementation, the proposed restoration filter can be realized in the form of a truncated FIR filter, which is suitable for postprocessing reconstructed images in HDTV, DVD, or video conference systems.

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The Study on the Design and Optimization of Storage for the Recording of High Speed Astronomical Data (초고속 관측 데이터 수신 및 저장을 위한 기록 시스템 설계 및 성능 최적화 연구)

  • Song, Min-Gyu;Kang, Yong-Woo;Kim, Hyo-Ryoung
    • The Journal of the Korea institute of electronic communication sciences
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    • v.12 no.1
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    • pp.75-84
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    • 2017
  • It becomes more and more more important for the storage that supports high speed recording and stable access from network environment. As one field of basic science which produces massive astronomical data, VLBI(: Very Long Baseline Interferometer) is now demanding more data writing performance and which is directly related to astronomical observation with high resolution and sensitivity. But most of existing storage are cloud model based for the high throughput of general IT, finance, and administrative service, and therefore it not the best choice for recording of big stream data. Therefore, in this study, we design storage system optimized for high performance of I/O and concurrency. To solve this problem, we implement packet read and writing module through the use of libpcap and pf_ring API on the multi core CPU environment, and build a scalable storage based on software RAID(: Redundant Array of Inexpensive Disks) for the efficient process of incoming data from external network.

A Study on the Operating Characteristics of Solar Collecting System in Solar Thermal/Geothermal Hybrid System with Facade Integrated Solar Collector (Facade 일체형 태양열 집열기를 갖는 태양열/지열 하이브리드 시스템의 태양열 집열시스템 작동특성 연구)

  • Baek, Nam-Choon;Lee, Jin-Kook;Yu, Chang-Kyun;Yoon, Eung-Sang;Yoon, Jong-Ho
    • Journal of the Korean Solar Energy Society
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    • v.30 no.5
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    • pp.69-76
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    • 2010
  • In this study, the solar thermal and geo-source heat pump(GSHP) hybrid system for heating and cooling of Zero Energy Solar House(ZESH) was analyzed by experiment. The GSHP in this hybrid system works like as aback-up device for solar thermal system. This hybrid system was designed and installed for Zero Energy Solar House (KIER ZeSH) in Korea Institute of Energy Research. The purpose of this study is to find out that this system is optimized and operated normally for the heating load of ZeSH. The analysis was conducted as followings ; - the thermal performance of facade integrated solar collector - the on/off characteristics of solar system and GSHP - the contribution of solar thermal system. - the performance of solar thermal and ground source heat pump system respectively. - the meet of thermal load (space and water heating load). This experimental study could be useful for the optimization of this system as well as its application in house. This hybrid system could be commercialized for the green home if it is developed to a package type.

Performance Analysis for Optimization of the Wireless Local Loop System (WLL (Wireless Local Loop) 시스템의 최적화를 위한 성능 분석)

  • Hwang, Sang-Woo;Park, Doo-Yeong
    • The Journal of Engineering Research
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    • v.3 no.1
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    • pp.97-106
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    • 1998
  • In this paper, we analyze the WLL systems with high chip rate, which virtually eliminates the multipath fading effects by appling space diversity functions. First, we found out the capacity of reverse link which resulted from performing computer simulation of the transmission and reception of the WLL systems to evaluate the performance of the WLL systems in real environment. Besides, we analyze the radio propagation medium and the link budget and from the results, made RCSU for providing of the AWGN multipath fading channel. This RCSU is produced to characterize the urban radio propagation medium in various environments. From the simulation results, diversity gains increase as depth of fading becomes deeper. We also confirm that the systems applied diversity reduce the effects of multipath fading phenomena which cause to degrade the performance of WLL systems, based on the results $E_b/N_o$ and BER curve.

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