• 제목/요약/키워드: Davies method

검색결과 19건 처리시간 0.02초

Human-Induced Vibrations in Buildings

  • Wesolowsky, Michael J.;Irwin, Peter A.;Galsworthy, Jon K.;Bell, Andrew K.
    • 국제초고층학회논문집
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    • 제1권1호
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    • pp.15-19
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    • 2012
  • Occupant footfalls are often the most critical source of floor vibration on upper floors of buildings. Floor motions can degrade the performance of imaging equipment, disrupt sensitive research equipment, and cause discomfort for the occupants. It is essential that low-vibration environments be provided for functionality of sensitive spaces on floors above grade. This requires a sufficiently stiff and massive floor structure that effectively resists the forces exerted from user traffic. Over the past 25 years, generic vibration limits have been developed, which provide frequency dependent sensitivities for wide classes of equipment, and are used extensively in lab design for healthcare and research facilities. The same basis for these curves can be used to quantify acceptable limits of vibration for human comfort, depending on the intended occupancy of the space. When available, manufacturer's vibration criteria for sensitive equipment are expressed in units of acceleration, velocity or displacement and can be specified as zero-to-peak, peak-to-peak, or root-mean-square (rms) with varying frequency ranges and resolutions. Several approaches to prediction of floor vibrations are currently applied in practice. Each method is traceable to fundamental structural dynamics, differing only in the level of complexity assumed for the system response, and the required information for use as model inputs. Three commonly used models are described, as well as key features they possess that make them attractive to use for various applications. A case study is presented of a tall building which has fitness areas on two of the upper floors. The analysis predicted that the motions experienced would be within the given criteria, but showed that if the floor had been more flexible, the potential exists for a locked-in resonance response which could have been felt over large portions of the building.

TWO-SIDED ESTIMATES FOR TRANSITION PROBABILITIES OF SYMMETRIC MARKOV CHAINS ON ℤd

  • Zhi-He Chen
    • 대한수학회지
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    • 제60권3호
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    • pp.537-564
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    • 2023
  • In this paper, we are mainly concerned with two-sided estimates for transition probabilities of symmetric Markov chains on ℤd, whose one-step transition probability is comparable to |x - y|-dϕj (|x - y|)-1 with ϕj being a positive regularly varying function on [1, ∞) with index α ∈ [2, ∞). For upper bounds, we directly apply the comparison idea and the Davies method, which considerably improves the existing arguments in the literature; while for lower bounds the relation with the corresponding continuous time symmetric Markov chains are fully used. In particular, our results answer one open question mentioned in the paper by Murugan and Saloff-Coste (2015).

Alsat-2B/Sentinel-2 Imagery Classification Using the Hybrid Pigeon Inspired Optimization Algorithm

  • Arezki, Dounia;Fizazi, Hadria
    • Journal of Information Processing Systems
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    • 제17권4호
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    • pp.690-706
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    • 2021
  • Classification is a substantial operation in data mining, and each element is distributed taking into account its feature values in the corresponding class. Metaheuristics have been widely used in attempts to solve satellite image classification problems. This article proposes a hybrid approach, the flower pigeons-inspired optimization algorithm (FPIO), and the local search method of the flower pollination algorithm is integrated into the pigeon-inspired algorithm. The efficiency and power of the proposed FPIO approach are displayed with a series of images, supported by computational results that demonstrate the cogency of the proposed classification method on satellite imagery. For this work, the Davies-Bouldin Index is used as an objective function. FPIO is applied to different types of images (synthetic, Alsat-2B, and Sentinel-2). Moreover, a comparative experiment between FPIO and the genetic algorithm genetic algorithm is conducted. Experimental results showed that GA outperformed FPIO in matters of time computing. However, FPIO provided better quality results with less confusion. The overall experimental results demonstrate that the proposed approach is an efficient method for satellite imagery classification.

변분근사식과 연계된 산란체법에 의한 파랑변형 계산 (Computation of Wave Propagation by Scatter Method Associated with Variational Approximation)

  • 서승남
    • 한국해안·해양공학회논문집
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    • 제20권6호
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    • pp.553-563
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    • 2008
  • 만일 임의의 지형을 다수의 계단으로 근사하면 이 지형 위를 지나는 선형 파랑의 변형을 계산하기 위해 변분근사법과 고유함수 전개법을 사용할 수 있다. 본 논문에서는 반사율과 투과율을 계산하기 위해 변분근사식과 연계된 산란체법을 제시하였다. 본 기법은 O'Hare and Davies의 변환행렬 축차법보다 간단하고 직접적인 방법임을 보였다. 또한 수 개의 수치실험을 실시하여 기존 결과와 거의 같은 결과를 얻었다.

음향 데이터로부터 얻은 확장된 음소 단위를 이용한 한국어 자유발화 음성인식기의 성능 (Performance of Korean spontaneous speech recognizers based on an extended phone set derived from acoustic data)

  • 방정욱;김상훈;권오욱
    • 말소리와 음성과학
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    • 제11권3호
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    • pp.39-47
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    • 2019
  • 본 논문에서는 대량의 음성 데이터를 이용하여 기존의 음소 세트를 확장하여 자유발화 음성인식기의 성능을 향상시키는 방법을 제안한다. 제안된 방법은 먼저 방송 데이터에서 가변 길이의 음소 세그먼트를 추출한 다음 LSTM 구조를 기반으로 고정 길이의 잠복벡터를 얻는다. 그런 다음, k-means 군집화 알고리즘을 사용하여 음향적으로 유사한 세그먼트를 군집시키고, Davies-Bouldin 지수가 가장 낮은 군집 수를 선택하여 새로운 음소 세트를 구축한다. 이후, 음성인식기의 발음사전은 가장 높은 조건부 확률을 가지는 각 단어의 발음 시퀀스를 선택함으로써 업데이트된다. 새로운 음소 세트의 음향적 특성을 분석하기 위하여, 확장된 음소 세트의 스펙트럼 패턴과 세그먼트 지속 시간을 시각화하여 비교한다. 제안된 단위는 자유발화뿐만 아니라, 낭독체 음성인식 작업에서 음소 단위 및 자소 단위보다 더 우수한 성능을 보였다.

2차원 및 3차원 동적복합조석모형에 의한 경남해역의 조석산정 (Computation of Tides for Off Kyungnam Coast with Dynamically Combined Two-Dimensional and Three-Dimensional Tidal Model)

  • 최병호;우승범
    • 한국해안해양공학회지
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    • 제7권2호
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    • pp.176-197
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    • 1995
  • 한국경남해역의 2차원 및 3차원적 조류구조를 동적원리에 근거한 수치모형을 통하여 조사하였다. 2차원 수치모형을 이용하여 주 8개 분조(M$_2$, S$_2$, $K_1$, $O_1$, $N_2$, $K_2$, P$_1$, Q$_1$)에 대한 조석체계를 계산하였다. 계산결과는 해안의 관측치와 비교하여 만족할만한 일치를 보였다. 이러한 결과를 토대로 하여 매년 적조등으로 인해 심각한 오염이 발생되고 있는 진해만과 마산만의 3차원적 조석순환구조를 조사하기 위하여 기 수립된 2차원 모형과 내만의 3차원 모형을 연결시키도록 개선하였다. 그 방법으로 Davies(1980)가 제시한 2차원 수심적분 모형과 3차원 Galerkin-Spectral 모형과의 동적연결방법을 이용하였다. Davies의 연구에 추가하여 본 연구에서는 3차원 수치모형에 자승형마찰항과 비선형 이류항을 추가하였다. 3차원 모형에서 산정된 각 수심별 M$_2$ 분조의 조류타원도는 KORDI(1990)가 수행한 수심별 조류관측치와 양호한 일치를 보였다.

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Quantitative analysis by the CARNAC procedure

  • Davies, Anthony M.C.;Fearn, Tom
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.1124-1124
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    • 2001
  • CARNAC is a procedure for obtaining quantitative analysis of a sample by comparison of the NIR spectra of the unknown sample with a database of a large number of samples with NIR spectral and compositional data. The method depends on the compression of the NIR database followed by a modification of the compressed data which emphasizes the required analyte. The method identifies a few very similar samples and the value of the required analyte is calculated from a weighed average of the analyte values for the selected similar samples. The method was originally described at Chambersburg IDRC in 1986 and in the Proceedings of the FT Conference of 1987. This contribution will describe recent work on utilising new methods for both compression and modification.

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자기조직화지도를 활용한 동일강수지역 최적군집수 분석 (Identifying the Optimal Number of Homogeneous Regions for Regional Frequency Analysis Using Self-Organizing Map)

  • 김현욱;손철;한상옥
    • Spatial Information Research
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    • 제20권6호
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    • pp.13-21
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    • 2012
  • 우리나라의 동일강수지역에 대한 구분은 기상학적으로 의미를 지닐 뿐만 아니라 장기예보를 위한 자료로 활용된다. 또한 최근 들어 수문학에서는 확률강수량을 산정하기 위해 지금까지 사용되어 온 지점빈도해석의 단점을 보완한 지역빈도해석방법의 활용이 적극 제시되고 있다. 이에 따라 동일강수지역의 군집화에 대한 연구의 필요성이 증가하게 되었다. 본 연구에서는 1980년부터 2010년까지 61개 지상관측지점의 자료를 이용하여 자기조직화지도 군집기법으로 동일강수 지역을 군집화하고 K-means Clustering과 Davies-Bouldin Index를 적용하여 우리나라의 동일강수지역에 대해 6개의 최적 군집 개수를 산출하였다. 그리고 최종적으로 GIS에 기반한 Thiessen Polygon을 활용하여 동질지역의 지역화 하였다.

A Study of Debinding Behavior and Microstructural Development of Sintered Al-Cu-Sn Alloy

  • Kim, J.S.;Chang, I.T.;Falticeanu, C.L.;Davies, G.J.;Jiang, K.C.
    • 한국분말야금학회:학술대회논문집
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    • 한국분말야금학회 2006년도 Extended Abstracts of 2006 POWDER METALLURGY World Congress Part2
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    • pp.722-723
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    • 2006
  • A new method has been developed to fabricate microcomponents by a combination of photolithography and sintering of metallic powder mixtures, without the need for compression and the addition of Mg. This involves (1) the fabrication of a micromould, (2) mould filling of the powder/binder mixture, (3) debinding and (3) sintering. The starting powdered materials consisted of a mixture of aluminium powder(average size of 2.5 um) and alloying elemental powder of Cu and Sn(less than 70nm), at appropriate proportions to achieve nominal compositions of Al-6wt%Cu, Al-6wt%Cu-3wt%Sn. This paper presents detailed investigation of debinding behaviour and microstructural development.

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자유 곡면 형상 측정을 위한 백색광 주사 간섭계의 정확도 향상 및 시스템 오차 분석 (Accuracy Improvement and Systematic Bias Analysis of Scanning White Light Interferometry for Free-form Surfaces Measurements)

  • 김영식;;이혁교
    • 한국정밀공학회지
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    • 제31권7호
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    • pp.605-613
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    • 2014
  • Scanning white-light interferometry is an important measurement option for many surfaces. However, serious profile measurement errors can be present when measuring free-form surfaces being highly curved or tilted. When the object surface slope is not zero, the object and reference rays are no longer common path and optical aberrations impact the measurement. Aberrations mainly occur at the beam splitter in the interference objective and from misalignment in the optical system. Both effects distort the white-light interference signal when the surface slope is not zero. In this paper, we describe a modified version of white-light interferometry for eliminating these measurement errors and improving the accuracy of white-light interferometry. Moreover, we report systematic errors that are caused by optical aberrations when the object is not flat, and compare our proposed method with the conventional processing algorithm using the random ball test.