• 제목/요약/키워드: Optimized analysis

검색결과 3,459건 처리시간 0.033초

기업 직무 정보를 활용한 OOPP(Optimized Online Portfolio Platform)설계 (A Design of the OOPP(Optimized Online Portfolio Platform) using Enterprise Competency Information)

  • 정보근;박진욱;이병관
    • 한국정보전자통신기술학회논문지
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    • 제11권5호
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    • pp.493-506
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    • 2018
  • 본 논문에서는 직무별로 취업에 필요한 역량을 나타내고, 구직자가 온라인상에서 포트폴리오를 효율적으로 작성하고 관리하는 OOPP(Optimized Online Portfolio Platform)를 제안한다. 제안하는 OOPP는 세 가지 모듈로 구성된다. 첫째, JDCM(Job Data Collection Module)은 직업정보 사이트의 구인 광고들을 수집하여 스프레드시트에 저장한다. 둘째, CSM(Competency Statistical Medel)은 수집한 구인 광고들을 텍스트 마이닝하여 직무별로 요구되는 핵심 역량을 분류한다. 셋째, OBBM(Optimize Browser Behavior Module)은 브라우저의 처리속도를 개선하여 사용자가 데이터를 빠르게 조회할 수 있게 한다. OBBM은 검색엔진의 연산을 최적화하는 PSES(Parallel Search Engine Sub-Module)과 이미지 텍스트 등의 로드를 최적화하는 OILS(Optimized Image Loading Sub-Module)로 구성된다. 제안하는 OOPP의 성능분석 결과 CSM로 분석된 데이터의 정확도는 최대 100%, 최소 99.4%로 실제 광고와 분석된 데이터의 차이가 거의 발생하지 않았으며, OBBM을 이용한 브라우저 최적화를 실행하면, 작업시간이 약 68.37%가 감소한다. 결과적으로 OOPP는 직현재 직업정보 사이트의 구인 광고를 정확하게 분석하여 사용자가 분석한 결과를 웹페이지에서 신속하게 조회할 수 있다.

HSDI 디젤엔진의 연소계 최적화 해석기술 개발 (Development of the Optimization Analysis Technology for the Combustion System of a HSDI Diesel Engine)

  • 이제형;이준규
    • 한국자동차공학회논문집
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    • 제14권1호
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    • pp.153-158
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    • 2006
  • To optimize the combustion system in a HSDI diesel engine, a new analysis technology was developed. The in-cylinder 3-D combustion analysis was carried out by the modified KIVA-3V, and the spray characteristics for the high pressure injection system were analyzed by HYDSIM. The combustion design parameters were optimized by coupling the KIVA-3V and the iSIGHT. The optimization procedure consists of 3 steps. The $1^{st}$ step is the sampling method by the Design of Experiment(DOE), the $2^{nd}$ step is the approximation using the Neural Network method, and the $3^{rd}$ step is the optimization using the Genetic Algorithm. The developed procedures have been approved as very effective and reliable, and the computational results agree well with the experimental data. The analysis results show that the optimized combustion system in a HSDI diesel engine is capable of reducing NOx and Soot emissions simultaneously keeping a same level of the fuel consumption(BSFC).

Influencing factors and prediction of carbon dioxide emissions using factor analysis and optimized least squares support vector machine

  • Wei, Siwei;Wang, Ting;Li, Yanbin
    • Environmental Engineering Research
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    • 제22권2호
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    • pp.175-185
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    • 2017
  • As the energy and environmental problems are increasingly severe, researches about carbon dioxide emissions has aroused widespread concern. The accurate prediction of carbon dioxide emissions is essential for carbon emissions controlling. In this paper, we analyze the relationship between carbon dioxide emissions and influencing factors in a comprehensive way through correlation analysis and regression analysis, achieving the effective screening of key factors from 16 preliminary selected factors including GDP, total population, total energy consumption, power generation, steel production coal consumption, private owned automobile quantity, etc. Then fruit fly algorithm is used to optimize the parameters of least squares support vector machine. And the optimized model is used for prediction, overcoming the blindness of parameter selection in least squares support vector machine and maximizing the training speed and global searching ability accordingly. The results show that the prediction accuracy of carbon dioxide emissions is improved effectively. Besides, we conclude economic and environmental policy implications on the basis of analysis and calculation.

OPTIMIZATION OF THE PARAMETERS OF FEEDWATER CONTROL SYSTEM FOR OPR1000 NUCLEAR POWER PLANTS

  • Kim, Ung-Soo;Song, In-Ho;Sohn, Jong-Joo;Kim, Eun-Kee
    • Nuclear Engineering and Technology
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    • 제42권4호
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    • pp.460-467
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    • 2010
  • In this study, the parameters of the feedwater control system (FWCS) of the OPR1000 type nuclear power plant (NPP) are optimized by response surface methodology (RSM) in order to acquire better level control performance from the FWCS. The objective of the optimization is to minimize the steam generator (SG) water level deviation from the reference level during transients. The objective functions for this optimization are relationships between the SG level deviation and the parameters of the FWCS. However, in this case of FWCS parameter optimization, the objective functions are not available in the form of analytic equations and the responses (the SG level at plant transients) to inputs (FWCS parameters) can be evaluated by computer simulations only. Classical optimization methods cannot be used because the objective function value cannot be calculated directely. Therefore, the simulation optimization methodology is used and the RSM is adopted as the simulation optimization algorithm. Objective functions are evaluated with several typical transients in NPPs using a system simulation computer code that has been utilized for the system performance analysis of actual NPPs. The results show that the optimized parameters have better SG level control performance. The degree of the SG level deviation from the reference level during transients is minimized and consequently the control performance of the FWCS is remarkably improved.

LTP 퍼니스의 내부 유동 및 온도 균일도 최적화를 위한 실천공학교육적 문제해결 (Problem Solving about Practical Engineering Education based on Analysis on Optimized Internal Flow of LTP Furnace and Uniformity of Temperature)

  • 김진우;윤기만;조은정
    • 실천공학교육논문지
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    • 제10권2호
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    • pp.125-129
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    • 2018
  • 이 논문은 LTP 퍼니스의 최적화 된 내부 유동과 온도의 균일성에 대한 수치 해석에 관한 것이다. 반도체 제조 공정에서 실리콘 웨이퍼를 어닐링하기 위한 기능을 수행한다. 특히 챔버 내부의 최고 온도를 약 $400^{\circ}C$의 고온으로 유지하여 웨이퍼를 보강한다. 공정이 고온에서 완료되면 열 교환기를 통해 온도를 낮추고 이를 수행하기 위한 작업이 반복된다. 이 논문에서 최종적인 목표는 LTPS 퍼니스의 유동 해석을 통해 챔버의 단열 공급과 배기 구조의 최적 설계를 도출하는 것과 교육과정 개발을 위한 사례 발굴에 있다.

의료용 소재 활용을 위한 콜라겐/키토산 복합섬유의 제조 및 특성 분석 (Manufacturing and Material Analysis of Collagen/Chitosan Conjugated Fibers for Medical Application)

  • 곽현중;안현철;이원준;여상영
    • 한국염색가공학회지
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    • 제33권3호
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    • pp.131-140
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    • 2021
  • Collagen and chitosan are used in medical and cosmetic materials as natural polymers. In order to utilize the advantages of the materials, collagen/chitosan conjugated wet-spun fibers were prepared. The analysis of surface, optical, thermal and mechanical properties was carried out on the various composition of collagen and chitosan. As a result of images analysis, it was verified that the collagen/chitosan conjugated fibers were stably spun. In addition, the optical and thermal properties of fibers were observed to be changed by hydrogen bond. As a result, an optimized composition could be found at an appropriate content. Moreover, the optimized fibers have mechanical properties similar to chitosan fibers, while improving the structural and thermal stability by its hydrogen bond. In addition, the wet-spun collagen/chitosan conjugated fibers can be applied to medical and various fields through mechanical properties according to content control.

Optimized QCA SRAM cell and array in nanoscale based on multiplexer with energy and cost analysis

  • Moein Kianpour;Reza Sabbaghi-Nadooshan;Majid Mohammadi;Behzad Ebrahimi
    • Advances in nano research
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    • 제15권6호
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    • pp.521-531
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    • 2023
  • Quantum-dot cellular automata (QCA) has shown great potential in the nanoscale regime as a replacement for CMOS technology. This work presents a specific approach to static random-access memory (SRAM) cell based on 2:1 multiplexer, 4-bit SRAM array, and 32-bit SRAM array in QCA. By utilizing the proposed SRAM array, a single-layer 16×32-bit SRAM with the read/write capability is presented using an optimized signal distribution network (SDN) crossover technique. In the present study, an extremely-optimized 2:1 multiplexer is proposed, which is used to implement an extremely-optimized SRAM cell. The results of simulation show the superiority of the proposed 2:1 multiplexer and SRAM cell. This study also provides a more efficient and accurate method for calculating QCA costs. The proposed extremely-optimized SRAM cell and SRAM arrays are advantageous in terms of complexity, delay, area, and QCA cost parameters in comparison with previous designs in QCA, CMOS, and FinFET technologies. Moreover, compared to previous designs in QCA and FinFET technologies, the proposed structure saves total energy consisting of overall energy consumption, switching energy dissipation, and leakage energy dissipation. The energy and structural analyses of the proposed scheme are performed in QCAPro and QCADesigner 2.0.3 tools. According to the simulation results and comparison with previous high-quality studies based on QCA and FinFET design approaches, the proposed SRAM reduces the overall energy consumption by 25%, occupies 33% smaller area, and requires 15% fewer cells. Moreover, the QCA cost is reduced by 35% compared to outstanding designs in the literature.

Optimum Shape Design of Magnetizing Yoke of 2 Pole PM Motor for Cogging Torque Reduction

  • Koh Chang-Seop;Ryu Jae-Seop;Hong Sun-Ki
    • KIEE International Transaction on Electrical Machinery and Energy Conversion Systems
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    • 제5B권2호
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    • pp.168-172
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    • 2005
  • A novel cogging torque reduction algorithm is presented for 2-pole permanent magnet DC motor. While the shape of the permanent magnet is changed in the conventional method, the pole shape of the magnetizing yoke is optimized in the presented algorithm. In order to parameterize the shape of the yoke, and the distribution of the residual magnetization of the permanent magnet, the Bezier spline is used. The shape of the magnetizing yoke is optimized using the design sensitivity analysis incorporated with the finite element method and Bezier spline.

수포작용제(HD) 분석을 위한 단일방울 미세농축법 연구 (Single Drop Microextraction for Analysis of Mustard Gas(HD))

  • 박양기;김성기;손병훈;박명주
    • 한국군사과학기술학회지
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    • 제11권2호
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    • pp.95-100
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    • 2008
  • A fast, simple, inexpensive, and reproducible sample preparation for extraction and analysis of HD in water was studied using single-drop microextraction(SDME) and GC-MS. Operation parameters, such as extraction solvent, extraction time were optimized. The optimized conditions were $1\{mu}L$ trichloroethylene and 10 min extraction time. In these conditions, about 42 times higher enrichment factor(EF) was obtained. The detection limit of HD was $1\{mu}g/L$, and the precision expressed as relative standard deviation was about 9.0%.

고강도 재료의 볼스타드 냉간자동단조에서 발생한 금형의 파괴 원인 분석 (Reason of Die Fracture in Automatic Multistage Cold Forging of a High Strength Ball-Stud)

  • 이추실;엄재근;김영수;김응주;전만수
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2009년도 추계학술대회 논문집
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    • pp.124-127
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    • 2009
  • In this paper, a longitudinal die insert fracture which occurred during cold forging of a high strength ball-stud with a sound die design nearly optimized empirically for relatively low strength material of SCM435 is introduced and the reason is revealed. A comparative study between SCM435 and ESW105 is quantitatively made using a thermoelastic finite element method for die structural analysis coupled with a forging simulator theoretically based on a rigid-plastic finite element method. It has been shown that the longitudinal die insert fracture caused from non-optimized value of shrink fit, emphasizing that the die optimal design is inevitable for cold forging of high strength materials.

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