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Marine gas turbine monitoring and diagnostics by simulation and pattern recognition

  • Campora, Ugo;Cravero, Carlo;Zaccone, Raphael
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제10권5호
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    • pp.617-628
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    • 2018
  • Several techniques have been developed in the last years for energy conversion and aeronautic propulsion plants monitoring and diagnostics, to ensure non-stop availability and safety, mainly based on machine learning and pattern recognition methods, which need large databases of measures. This paper aims to describe a simulation based monitoring and diagnostic method to overcome the lack of data. An application on a gas turbine powered frigate is shown. A MATLAB-SIMULINK(R) model of the frigate propulsion system has been used to generate a database of different faulty conditions of the plant. A monitoring and diagnostic system, based on Mahalanobis distance and artificial neural networks have been developed. Experimental data measured during the sea trials have been used for model calibration and validation. Test runs of the procedure have been carried out in a number of simulated degradation cases: in all the considered cases, malfunctions have been successfully detected by the developed model.

광양항 및 광양만권 경제자유구역의 활성화 방안에 관한 연구 (The development device of Gwangyang port and Gwangyang bay in accordance with its free economic zone)

  • 장흥훈
    • 한국항만경제학회지
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    • 제20권1호
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    • pp.123-140
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    • 2004
  • With the globalization of economy, there is keen competition among rountries to be a logistics hub and companies are striving to be first in establishing logistics system centering on advantageous sites, especially airport and seaports, to perform supply, production and distribution. Korea competing with Northeast Asia countries is also working out strategies in order to make Korea peninsula a logistics center of Northeast Asia taking advantage of its geographical strength. Gwangyang port has designated as Free Economic Zone together with Pusan and Jinhae, Incheon from October 24th, 2003. However, the introduction of Free Economic Zone in Korea lagged behind other major countries and it has a lot of operational problems. Approximately 600 areas worldwide are designated and operated as a Free Economic Zone and Gwangyang port and its surrounding area has several points to be settled as one of FEZ. First one is its limited functions and related laws. Next is imperfection on development, investment and management system of the hinterland. Lark of promotion activities could be one of the problems. This paper analyzes the above problems and presents various measures to activate Gwangyang Port and Gwangyang Free Economic Zone as follows Benchmarking to promote Gwangyang Free Economic Zone as follows Benchmarking other countries' system, governmental support, introduction & logistics functions, early development of the hinterland, supply of effective one-stop service, investment attraction into the area and diversified promotion & marketing activities.

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과하중 방지기의 전기체 구조시험 적용에 관한 연구

  • 김성찬;채동철;김성준;황인희
    • 항공우주기술
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    • 제2권2호
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    • pp.11-17
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    • 2003
  • 항공기 전기체 구조시험에 과하중 방지 밸브로 사용되는 미터-아웃방식의 유량제어 방법을 본 보고서로 소개하고자 한다. 전기체 구조시험에서는 여러 요인에 의해 비상시험 중지상태(덤프상태)가 발생하며, 이 상태가 되면 서보밸브의 전원이 차단되어 하중을 가하던 실린더의 양단에 외부조건에 따른 급격한 압력변화가 발생되고, 이 변화는 시험체에 과하중으로 가해진다. 본 연구에서는 덤프로 기인한 하중으로부터 시험체를 보호하기 위해 사용되는 오리피스 면적조절 기술에 대해 소개하였고 실제 시험에서 유압작동기의 덤프특성이 효과적으로 감소되고 있음을 확인하였다.

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대학생들의 영어자음 인지 연구 (A Study of English Consonants Identified by College Students)

  • 양병곤
    • 음성과학
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    • 제12권3호
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    • pp.139-151
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    • 2005
  • Previous studies have shown that Korean students have difficulty identifying some English consonants which are not in the Korean sound inventory. The aim of this study was to examine the accuracy rate of English consonants correctly identified by 130 college students in order to find out which English consonants were difficult for the students to perceive. The subject's task was to identify one of the minimal pairs played in a quiet laboratory classroom. 100 minimal pairs consisted of syllables with various onsets or codas: stops, fricatives, affricates, liquids and nasals. Results were as follows: First, the average score of the English major group was significantly higher than that of the non-English major group. Second, there was a similar distribution in the rank order of minimal pairs sorted by the accuracy rate between the two groups. Third, the accuracy rate systematically decreased as each score range decreased. Fourth, the students showed higher accuracy in the perception of liquids than that of the stop-fricative contrast. Fifth, the accuracy score in onset position was higher than in coda position. Finally, the students still had problem telling voiced consonants from voiceless ones, especially in coda position. It would be desirable to extend the present research to middle or high school students to fundamentally resolve those listening problems.

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The road less traveled: strategies to enhance the frequency of homology-directed repair (HDR) for increased efficiency of CRISPR/Cas-mediated transgenesis

  • Devkota, Sushil
    • BMB Reports
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    • 제51권9호
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    • pp.437-443
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    • 2018
  • Non-homologous end joining (NHEJ), and to a lesser extent, the error-free pathway known as homology-directed repair (HDR) are cellular mechanisms for recovery from double-strand DNA breaks (DSB) induced by RNA-guided programmable nuclease CRISPR/Cas. Since NHEJ is equivalent to using a duck tape to stick two pieces of metals together, the outcome of this repair mechanism is prone to error. Any out-of-frame mutations or premature stop codons resulting from NHEJ repair mechanism are extremely handy for loss-of-function studies. Substitution of a mutation on the genome with the correct exogenous repair DNA requires coordination via an error-free HDR, for targeted transgenesis. However, several practical limitations exist in harnessing the potential of HDR to replace a faulty mutation for therapeutic purposes in all cell types and more so in somatic cells. In germ cells after the DSB, copying occurs from the homologous chromosome, which increases the chances of incorporation of exogenous DNA with some degree of homology into the genome compared with somatic cells where copying from the identical sister chromatid is always preferred. This review summarizes several strategies that have been implemented to increase the frequency of HDR with a focus on somatic cells. It also highlights the limitations of this technology in gene therapy and suggests specific solutions to circumvent those barriers.

타부탐색을 이용한 이산설계공간에서의 구조물의 최적설계 (Structural Optimization Using Tabu Search in Discrete Design Space)

  • 이권희;주원식
    • 대한기계학회논문집A
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    • 제27권5호
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    • pp.798-806
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    • 2003
  • Structural optimization has been carried out in continuous or discrete design space. Methods for continuous design have been well developed though they are finding the local optima. On the contrary, the existing methods for discrete design are extremely expensive in computational cost or not robust. In this research, an algorithm using tabu search is developed fur the discrete structural designs. The tabu list and the neighbor function of the Tabu concepts are introduced to the algorithm. It defines the number of steps, the maximum number for random searches and the stop criteria. A tabu search is known as the heuristic approach while genetic algorithm and simulated annealing algorithm are attributed to the stochastic approach. It is shown that an algorithm using the tabu search with random moves has an advantage of discrete design. Furthermore, the suggested method finds the reliable optimum for the discrete design problems. The existing tabu search methods are reviewed. Subsequently, the suggested method is explained. The mathematical problems and structural design problems are investigated to show the validity of the proposed method. The results of the structural designs are compared with those from a genetic algorithm and an orthogonal array design.

램프 형상에 대한 램프 상의 로드/언로드 동특성 해석 (Load/Unload Dynamics of Slider on Ramp for Various Ramp Shape)

  • 이용현;박경수;박노철;양현석;박영필
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2005년도 춘계학술대회논문집
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    • pp.467-472
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    • 2005
  • Load/Unload(L/UL) technology includes the benefits, that is, increased areal density, reduced power consumption and improved shock resistance contrary to contact start stop(CSS). It has been widely used in portable hard disk drive and will become the key technology for developing the small form factor hard disk drive. The main objectives of L/UL are no slider disk contact or no media damage. For realizing those, we must consider many design parameters in L/UL systems. In this paper, we focus on the effect of the ramp profile. We can find out the lateral velocities in L/UL process through experiments and simulations for force of voice coil motor and friction force on ramp. And then, we will gain the optimal design of ramp slope to maintain the minimum clearance of suspension dimple and slider with FE model. In special, after finding the point at which air bearing breaks and designing the ramp, we will identify the results for improving unload performance.

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Miniplate를 골격성 고정원으로 사용한 심도있는 매복 하악 제2대구치의 맹출 치료: 증례보고 (Use of a Miniplate for Skeletal Anchorage in the Forced Eruption of a Severely Impacted Mandibular Second Molar: Case Report)

  • 임재성;윤현중;이상화
    • Maxillofacial Plastic and Reconstructive Surgery
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    • 제33권2호
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    • pp.185-189
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    • 2011
  • Tooth impaction represents the stop of eruption by clinical and radiographical disturbance in eruption path or the dislocation of tooth germ. The most common factor in tooth eruption disorders are spacial deficiency with other causes reported to be odontogenic tumors, periodontal ligament injury, etc. Impaction of the mandibular second molar is relatively rare and reported in about 3 out of 1,000 people. Because the second molars tend to erupt in a mesial direction, this situation can lead to serious problems if untreated, including dental caries, periodontal disease and root resorption of the first molar. Treatment of this problem includes, surgical repositioning and orthodontic forced eruption. Because each procedure have the definite advantages and disadvantages, and influenced by circumferential environment, these have limits for successfu1 recovery as independent treatment. In a case at St. Mary's Hospital, we performed successful correction of a horizontal impacted mandibular second molar using a miniplate skeletal anchorage system. We introduce this treatment as a valid method for an impacted second molar and consider a oromaxillofacial surgeon's role in tooth movement treatment.

전열온수식 LPG 기화기 액 유출 방지장치 성능평가 및 시스템 분석 (Performance Test and System Analysis on Check-Floater in a Coil-Typed LP Gas Vaporizer)

  • 최성준;권정락;김효
    • 한국가스학회지
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    • 제11권1호
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    • pp.46-50
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    • 2007
  • LPG저장설비나 용기에서 유입되는 LPG가 기화기로부터 충분한 열을 공급받지 못해 액체 상태로 기화기 출구를 통해 나가게 될 경우를 대비하여 설치한 액 유출 방지장치가 정상적으로 기화기 출구부를 차단하지 못하면 기화기 후단부에 설치한 계량기등이 LPG의 순간적인 부피팽창으로 인하여 고장나거나 파열하게 된다. 따라서 이와 같은 기화기 관련 사고를 분석하기 위하여 새롭게 개발한 투명기화통을 이용하여 기화기의 성능평가 및 액유출 방지장치를 분석하였다. 이로부터 액 유출 방지장치 플로트 밸브의 적절한 비중값과 자연대류만으로 열전달을 수행하는 LPG 기화기에 적합한 온도조절 범위를 결정하였다.

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관형 고체산화물연료전지 테스트 지그 최적화 (Optimal Design for Tubular SOFC Testing Jig)

  • 최훈;안권성;신창우;차석원
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2009년도 춘계학술대회 논문집
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    • pp.303-306
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    • 2009
  • High temperature solid oxide fuel cells (SOFCs) offer a clean, pollution-free technology to electrochemically generate electricity at high efficiencies. Solid oxide fuel cells in several different designs have been investigated; these include planar and tubular geometries. The tubular type cell is widely researched due to it have advantages about thermal expansion and sealing issues. Unfortunately, lab scale tubular cell for testing has thermal expansion and sealing problems. The previous Jig for lab scale tubular cell testing has many sealing problems. When we feed fuel gas to jig inlet, ceramic glue sealant has amount of gas expansion pressure, because temperature of feeding gas changes ambient temperature to high temperature ($700{\sim}900^{\circ}C$). Furthermore, when we carry out long time test, something like degradation test, crack of ceramic glue sealant due to weakness of mechanical properties can make stop working the test. Additionally, we reduce setting process for assembling, because micanite is not required drying or debinding process.

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