• 제목/요약/키워드: Minimum important difference

검색결과 148건 처리시간 0.037초

변형된 AMDF를 이용한 피치 주기 검출 알고리즘 (Pitch Period Detection Algorithm Using Modified AMDF)

  • 서현수;배상범;김남호
    • 한국정보통신학회논문지
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    • 제10권1호
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    • pp.23-28
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    • 2006
  • 피치 주기는 음성 인식, 화자 식별, 음성 분석 및 합성 등과 같은 음성 신호 처리 분야에 있어서 중요한 요소이며, 이러한 피치 주기 검출에 관련된 다양한 알고리즘이 지금까지 연구되고 있다. 피치 검출에 사용되는 알고리즘의 하나인 AMDF(average magnitude difference function)는 각 계곡점의 거리를 피치 주기로 계산한다. 이때, 피치 주기 검출을 위한 계곡점 선정에 있어서 알고리즘이 복잡해지는 문제점이 발생한다. 따라서 본 논문에서는 AMDF의 회전변환을 이용하여 전체 최소 계곡점을 음성 신호의 피치 주기로 검출하는 간단한 알고리즘을 제안하였으며, 시뮬레이션을 통해 기존의 방법들과 비교하였다.

초고밀도 고층복합빌딩시스템의 최적설계 (Optimum Design For a Highly Integrated Tall Building System)

  • 조태준;김태수
    • 복합신소재구조학회 논문집
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    • 제6권1호
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    • pp.14-20
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    • 2015
  • In this study, we propose an innovative lateral force distribution building system between tall buildings by utilizing the difference of moment of inertia, as the alternative design for highly integrated city area. Considering a tri-axial symmetric conditions and boundary conditions for the three-dimensional building structure system, a two-dimensional model is composed. In the proposed indeterminate structural model, important design variables are determined for obtaining minimum horizontal deflections, reactions and bending moments at the ground level of the buildings. Regarding a case of the provided two spatial structures connected to 4 buildings, the optimum location of middle located spatial structure is 45% from the top of the building, which minimize the end moments at the bottom of the buildings. In the considered verification examples, reduced drifts at the top location of the building systems are validated against static wind pressure loads and static earthquake loads. The suggested hybrid building system will improve the safety and reliability of the system due to the added internal truss-dome structures in terms of more than 30% reduced drift and vibration through the development of convergence of tall buildings and spatial structures.

항만정온도 해석을 위한 수치모형적용과 상호비교분석

  • 이동현;김강민;최세호;이중우
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2014년도 춘계학술대회
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    • pp.255-257
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    • 2014
  • 항내 정온도는 항만의 박지(泊地) 내 수면의 정온한 정도를 나타내는 것으로서, 선박의 접이안, 하역작업과 관계가 있지만 이보다 안전한 피항지로서의 최소한의 수역을 파악하기 위한 중요한 지표이다. 따라서, 항내 정온도 예측시 항외로부터 입사하는 파랑의 굴절, 회절, 천수 및 반사 등에 의한 항내파고 및 파향의 변화를 복합적으로 해석해야 한다. 그러나 항내 정온도 검토를 위하여 현재 운용 중인 수치모형실험은 각각의 특성에 따른 결과의 상이함에 따라 이에 대한 기본적인 재검토가 필요한 것으로 판단되며, 이에 본 연구에서는 후포항을 대상으로 수치모형실험결과와 비교함으로써 현재 운용 중인 모형의 타당성을 검토하였다.

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초내열합금 Haynes 282 주조합금의 크리프강도에 미치는 시효처리의 영향 (Effect of Aging Time on Creep Property of Cast Haynes 282 Superalloy)

  • 김영주;안용식
    • 동력기계공학회지
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    • 제21권6호
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    • pp.13-20
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    • 2017
  • Ni-base superalloy Haynes 282 was developed as a gas turbine material for use in the ultra-super-critical stage (USC) of next-generation coal-fired power plants. Temperatures in the USC stage exceed $700^{\circ}C$ during operation. In spite of its important role Haynes 282 in increasing the performance of high-pressure turbines, as a result of its high-temperature capability, there is little information on the microstructure, deformation mechanism, or mechanical properties of the cast condition of this alloy. The aim of present study is to examine the creep properties of cast alloy and compare with wrought alloy. The ${\gamma}^{\prime}-precipitates$ were coarsen with the increase of aging time ranging from 8 to 48 hrs. A creep test performed at $750^{\circ}C$ showed faster minimum creep rate and shorter rupture lifetime with the aging time. A creep test performed showed only a slight difference in the rupture life between cast and wrought products. Based on the creep test results, the deformation mechanism is discussed using fractographs.

Modulator of surface plasmon polariton based cycle branch graphene waveguide

  • Zhu, Jun;Xu, Zhengjie;Xu, Wenju;Wei, Duqu
    • Carbon letters
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    • 제25권
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    • pp.84-88
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    • 2018
  • At present, an important research area is the search for materials that are compatible with CMOS technology and achieve a satisfactory response rate and modulation efficiency. A strong local field of graphene surface plasmon polariton (SPP) can increase the interaction between light and graphene, reduce device size, and facilitate the integration of materials with CMOS. In this study, we design a new modulator of SPP-based cycle branch graphene waveguide. The structure comprises a primary waveguide of graphene-$LiNbO_3$-graphene, and a secondary cycle branch waveguide is etched on the surface of $LiNbO_3$. Part of the incident light in the primary waveguide enters the secondary waveguide, thus leading to a phase difference with the primary waveguide as reflected at the end of the branch and interaction coupling to enhance output light intensity. Through feature analysis, we discover that the area of the secondary waveguide shows significant localized fields and SPPs. Moreover, the cycle branch graphene waveguide can realize gain compensation, reduce transmission loss, and increase transmission distance. Numerical simulations show that the minimum effective mode field area is about $0.0130{\lambda}^2$, the gain coefficient is about $700cm^{-1}$, and the quality factor can reach 150. The structure can realize the mode field limits of deep subwavelength and achieve a good comprehensive performance.

Development of Multilayer Perceptron Model for the Prediction of Alcohol Concentration of Makgeolli

  • Kim, JoonYong;Rho, Shin-Joung;Cho, Yun Sung;Cho, EunSun
    • Journal of Biosystems Engineering
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    • 제43권3호
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    • pp.229-236
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    • 2018
  • Purpose: Makgeolli is a traditional alcoholic beverage made from rice with a fermentation starter called "nuruk." The concentration of alcohol in makgeolli depends on the temperature of the fermentation tank. It is important to monitor the alcohol concentration to manage the makgeolli production process. Methods: Data were collected from 84 makgeolli fermentation tanks over a year period. Independent variables included the temperatures of the tanks and the room where the tanks were located, as well as the quantity, acidity, and water concentration of the source. Software for the multilayer perceptron model (MLP) was written in Python using the Scikit-learn library. Results: Many models were created for which the optimization converged within 100 iterations, and their coefficients of determination $R^2$ were considerably high. The coefficient of determination $R^2$ of the best model with the training set and the test set were 0.94 and 0.93, respectively. The fact that the difference between them was very small indicated that the model was not overfitted. The maximum and minimum error was approximately 2% and the total MSE was 0.078%. Conclusions: The MLP model could help predict the alcohol concentration and to control the production process of makgeolli. In future research, the optimization of the production process will be studied based on the model.

지역난방용 Flexible Pipe 활용방안 연구 (A Study on the Application Method of Flexible Pipe for District Heating in Korea)

  • 이기섭;박남수
    • 대한설비공학회:학술대회논문집
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    • 대한설비공학회 2008년도 하계학술발표대회 논문집
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    • pp.637-642
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    • 2008
  • The concept of district heating involves centralised heat production where heat is distributed to consumer via a piping network. The objective of this work is to identify the Flexible Pipe from an economy, execution, maintenance point of view. Flexible Pipe has in some countries, especially in Europe, been used for many years in district heating. In spite of years of experience, there still exist doubts about the possibilities of using flexible pipes in district heating applications, mostly because of no experiences in domestic market. The advantage of flexible pipe systems is their flexibility. This holds not only for the inner pipe but also for the total pipe system including insulation and jacket. Even for the largest diameter the minimum radius of curvature is given to 1.5m. The most important difference between flexible pipe systems and preinsulated steel pipes is their simple and quick assembly. Such information could provide a basis for making reasonable hypotheses about consumer preferences, to foam a basis for making future marketing more effective.

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변동 제주 SMP를 적용한 제주도 육상풍력단지의 경제성 재평가 (Reassessment of Economic Feasibility for a Wind Farm on Jeju Island Considering Variable Jeju SMP)

  • 김효정;고경남;허종철
    • 한국태양에너지학회 논문집
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    • 제33권5호
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    • pp.41-50
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    • 2013
  • Economic feasibility study using weighted average variable Jeju System Marginal Price, SMP, was conducted for Gasiri wind farm of Jeju Island. To predict the variable Jeju SMP, generator share ratio for SMP was calculated from the real time wind power production and the power demand data for years. Also, sensitivity analysis on Net Present Value, NPV, and Benefit/Cost Ratio, B/C ratio, were performed to clarify which factors are more important in assessing economic feasibility. The result shows that the Gasiri wind farm has a minimum of 110 billion won and a maximum of 132 billion won difference between fixed and variable SMP. Also, Capacity Factor, C.F., had the highest sensitivity for NPV, followed by SMP. Accordingly, when economic analysis for a potential wind farm site is carried out, the variable SMP as well as C.F. should be considered for more accurate assessment of the wind farm.

변형된 AMDF를 이용한 음성 신호의 피치 주기 검출에 관한 연구 (A Study on Pitch Period Detection of Speech Signal Using Modified AMDF)

  • 서현수;배상범;김남호
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2005년도 춘계종합학술대회
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    • pp.515-519
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    • 2005
  • 음성 신호 처리에서 중요한 요소인 피치 주기는 음성 인식, 화자 식별, 음성 분석 및 합성 등의 많은 분야에 이용되고 있으며, 피치 검출에 관련된 다양한 알고리즘이 지금까지 연구되고 있다. 피치검출에 사용되는 알고리즘의 하나인 AMDF(average magnitude difference function)는 각 valley점의 거리를 피치 주기로 계산한다. 이 때 피치 주기 검출을 위한 valley점 선정에 있어서 계산량이 증가하는 문제점이 발생한다. 따라서 본 논문에서는 변형된 AMDF를 이용하여 전체 최소 valley점을 음성 신호의 피치 주기로 검출하는 간단한 알고리즘을 사용하였으며, 시뮬레이션을 통해 기존의 방법들과 비교하였다.

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음악과 음성 판별을 위한 웨이브렛 영역에서의 특징 파라미터 (Feature Parameter Extraction and Analysis in the Wavelet Domain for Discrimination of Music and Speech)

  • 김정민;배건성
    • 대한음성학회지:말소리
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    • 제61호
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    • pp.63-74
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    • 2007
  • Discrimination of music and speech from the multimedia signal is an important task in audio coding and broadcast monitoring systems. This paper deals with the problem of feature parameter extraction for discrimination of music and speech. The wavelet transform is a multi-resolution analysis method that is useful for analysis of temporal and spectral properties of non-stationary signals such as speech and audio signals. We propose new feature parameters extracted from the wavelet transformed signal for discrimination of music and speech. First, wavelet coefficients are obtained on the frame-by-frame basis. The analysis frame size is set to 20 ms. A parameter $E_{sum}$ is then defined by adding the difference of magnitude between adjacent wavelet coefficients in each scale. The maximum and minimum values of $E_{sum}$ for period of 2 seconds, which corresponds to the discrimination duration, are used as feature parameters for discrimination of music and speech. To evaluate the performance of the proposed feature parameters for music and speech discrimination, the accuracy of music and speech discrimination is measured for various types of music and speech signals. In the experiment every 2-second data is discriminated as music or speech, and about 93% of music and speech segments have been successfully detected.

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