• 제목/요약/키워드: wind characteristics

검색결과 2,785건 처리시간 0.03초

Study of random characteristics of fluctuating wind loads on ultra-large cooling towers in full construction process

  • Ke, S.T.;Xu, L.;Ge, Y.J.
    • Wind and Structures
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    • 제26권4호
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    • pp.191-204
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    • 2018
  • This article presents a study of the largest-ever (height = 220 m) cooling tower using the large eddy simulation (LES) method. Information about fluid fields around the tower and 3D aerodynamic time history in full construction process were obtained, and the wind pressure distribution along the entire tower predicted by the developed model was compared with standard curves and measured curves to validate the effectiveness of the simulating method. Based on that, average wind pressure distribution and characteristics of fluid fields in the construction process of ultra-large cooling tower were investigated. The characteristics of fluid fields in full construction process and their working principles were investigated based on wind speeds and vorticities under different construction conditions. Then, time domain characteristics of ultra-large cooling towers in full construction process, including fluctuating wind loads, extreme wind loads, lift and drag coefficients, and relationship of measuring points, were studied and fitting formula of extreme wind load as a function of height was developed based on the nonlinear least square method. Additionally, the frequency domain characteristics of wind loads on the constructing tower, including wind pressure power spectrum at typical measuring points, lift and drag power spectrum, circumferential correlations between typical measuring points, and vertical correlations of lift coefficient and drag coefficient, were analyzed. The results revealed that the random characteristics of fluctuating wind loads, as well as corresponding extreme wind pressure and power spectra curves, varied significantly and in real time with the height of the constructing tower. This study provides references for design of wind loads during construction period of ultra-large cooling towers.

풍향과 풍속의 특징을 이용한 SVR기반 단기풍력발전량 예측 (Forecasting of Short-term Wind Power Generation Based on SVR Using Characteristics of Wind Direction and Wind Speed)

  • 김영주;정민아;손남례
    • 한국통신학회논문지
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    • 제42권5호
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    • pp.1085-1092
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    • 2017
  • 본 논문은 풍력발전예측의 정확도 개선을 위하여 바람의 특성을 반영한 풍력발전량예측 방법을 제안한다. 제안한 방법은 크게 바람의 특성을 추출하는 부분과 발전량을 예측하는 부분으로 구성된다. 바람의 특성을 추출하는 부분은 발전량, 풍향과 풍속의 상관분석을 이용한다. 풍향과 풍속의 상관관계를 근거로 K-means 방법으로 클러스터링하여 특징 벡터를 추출한다. 예측하는 부분은 임의의 실수값을 예측 할 수 있도록 SVM을 일반화 한 SVR을 이용하여 기계학습을 한다. 기계학습은 바람의 특성을 반영한 제안한 방법과 바람의 특성을 반영하지 않은 기존방법을 비교 실험하였다. 또한, 제안한 방법의 정확도와 타당성을 검증하기 위하여 장소가 상이한 제주도 풍력발전단지 3지역에서 수집된 데이터를 사용하였다. 실험결과, 제안한 방법의 오차가 일반적인 풍력발전예측 오차보다 개선되었다.

Field measurements of wind characteristics over hilly terrain within surface layer

  • He, Y.C.;Chan, P.W.;Li, Q.S.
    • Wind and Structures
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    • 제19권5호
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    • pp.541-563
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    • 2014
  • This paper investigates the topographic effects on wind characteristics over hilly terrain, based on wind data recorded at a number of meteorological stations in or near complex terrain. The multiply data sources allow a more detailed investigation of the flow field than is normally possible. Vertical profiles of mean and turbulent wind components from a Sodar profiler were presented and then modeled as functions of height and wind speed. The correlations between longitudinal and vertical wind components were discussed. The phenomena of flow separation and generation of vortices were observed. The distance-dependence of the topographic effects on gust factors was revealed subsequently. Furthermore, the canyon effect was identified and discussed based on the observations of wind at a saddle point between two mountain peaks. This study aims to further understanding of the characteristics of surface wind over rugged terrain. The presented results are expected to be useful for structural design, prevention of pollutant dispersion, and validation of CFD (computational fluid dynamics) models or techniques over complex terrains.

Experimental study on flow characteristics of downburst-like wind over the 3D hill using the wall jet and the impinging jet models

  • Bowen Yan;Kaiyan Xie;Xu Cheng;Chenyan Ma;Xiao Li;Zhitao Yan
    • Wind and Structures
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    • 제39권2호
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    • pp.141-161
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    • 2024
  • Engineering structures often suffer significant damage in the horizontal outflow region of downburst. The wall jet model, which simplifies the simulation device by only modeling the horizontal outflow region of downburst, has been widely employed to study downburst flow characteristics. However, research on downburst wind fields over hilly terrain using the wall jet model is limited, and the relationship between the downburst wind fields generated by wall jet and impinging jet remains unclear. This study investigates the flow characteristics of downburst-like wind over a 3D ideal hill model using wind tunnel tests with the wall jet and impinging jet models. The effects of hill height, slope, shape, and radial position on the speed-up ratio are examined using the wall jet flow. The results indicate that slope and radial position significantly affect the speed-up ratio, while hill height have a slight impact and shape have a minimal impact. Additionally, this study investigates the wind field characteristics over flat terrain using the impinging jet, and investigated the connection between the impinging jet model and the wall jet. Based on this connection, a comparison of the downburst-like flow characteristics over the same 3D ideal hill using the wall jet and impinging jet models is conducted, which further validates the reliability of the wall jet model for studying downburst flow characteristics over hilly terrain.

PMSG 풍력 터빈의 특성을 고려한 발전 시스템 시뮬레이션 (PMSG Wind Turbine Simulation under the consideration of real characteristics)

  • 심준보;김명호;박기현;한경섭
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2010년도 추계학술대회 초록집
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    • pp.182.2-182.2
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    • 2010
  • A various algorism has been studied to extract possibly every energy from a wind turbine in conjunction with the increase of concern about wind power system. In order to verify these control algorism, it is essential to make the most similar conditions to the real wind turbine's environment. Therefore, using separately excited DC motor a wind turbine the most similar to the real turbine is simulated. Tower shadow effect and Wind shear effect are considered as well as inertia emulation. For the control of Back-to-Back Converter Vector current control methods and space vector pulse width modulation are used and for reducing THD of grid current LCL filter is considered. This simulation results verified the energy produced by wind all flows into the utility under the consideration of the characteristics of a wind turbine. The result of this paper is expected to be used as a basic material for analyzing the characteristics of the wind turbine generator.

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풍력터빈의 피치 PI 제어기 특성 고찰 (Study on Properties of Pitch Control for Wind Turbine)

  • 임채욱
    • 대한기계학회논문집A
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    • 제35권1호
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    • pp.59-65
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    • 2011
  • 블레이드와 바람의 상호작용에 의해 발생하는 풍력터빈의 공기역학적 토크와 파워의 특성은 매우 비선형적이다. 그러므로 풍력터빈의 전체 동적 거동은 풍속의 크기에 따라서 비선형적인 특성을 가진다. 공기역학적 비선형성은 또한 풍력터빈 제어시스템의 특성에 영향을 미치므로, 풍력터빈 제어기를 설계하기 위해서는 비선형적인 공기역학적 특성들에 대한 해석을 통한 고찰이 필연적이다. 본 논문에서는 정격파워 이상에서 풍속 크기에 따른 비선형적인 공기역학적 특성들과 이 비선형성들이 PI 제어기를 가지는 폐루프 피치계에 미치는 영향들을 1-질량 모델의 풍력터빈에 대하여 살펴본다.

Stationary and nonstationary analysis on the wind characteristics of a tropical storm

  • Tao, Tianyou;Wang, Hao;Li, Aiqun
    • Smart Structures and Systems
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    • 제17권6호
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    • pp.1067-1085
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    • 2016
  • Nonstationary features existing in tropical storms have been frequently captured in recent field measurements, and the applicability of the stationary theory to the analysis of wind characteristics needs to be discussed. In this study, a tropical storm called Nakri measured at Taizhou Bridge site based on structural health monitoring (SHM) system in 2014 is analyzed to give a comparison of the stationary and nonstationary characteristics. The stationarity of the wind records in the view of mean and variance is first evaluated with the run test method. Then the wind data are respectively analyzed with the traditional stationary model and the wavelet-based nonstationary model. The obtained wind characteristics such as the mean wind velocity, turbulence intensity, turbulence integral scale and power spectral density (PSD) are compared accordingly. Also, the stationary and nonstationary PSDs are fitted to present the turbulence energy distribution in frequency domain, among which a modulating function is included in the nonstationary PSD to revise the non-monotonicity. The modulated nonstationary PSD can be utilized to unconditionally simulate the turbulence presented by the nonstationary wind model. The results of this study recommend a transition from stationarity to nonstationarity in the analysis of wind characteristics, and further in the accurate prediction of wind-induced vibrations for engineering structures.

Wind tunnel study of wind structure at a mountainous bridge location

  • Yan, Lei;Guo, Zhen S.;Zhu, Le D.;Flay, Richard G.J.
    • Wind and Structures
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    • 제23권3호
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    • pp.191-209
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    • 2016
  • Wind tunnel tests of a 1/2200-scale mountainous terrain model have been carried out to investigate local wind characteristics at a bridge location in southeast Tibet, China. Flows at five key locations on the bridge at deck level were measured for 26 directions. It was observed that wind characteristics (including mean wind velocity and overall turbulence intensity) vary significantly depending on the approaching wind direction and measurement position. The wind inclination angle measured in the study fluctuated between $-18^{\circ}$ and $+16^{\circ}$ and the ratio of mean wind velocity to reference wind velocity was small when the wind inclination angles were large, especially for positive wind inclination angles. The design standard wind speed and the minimum critical wind speed for flutter rely on the wind inclination angle and should be determined from the results of such tests. The variation of wind speed with wind inclination angles should be of the asymmetry step type. The turbulence characteristics of the wind were found to be similar to real atmospheric flows.

Observational study of wind characteristics from 356-meter-high Shenzhen Meteorological Tower during a severe typhoon

  • He, Yinghou;Li, Qiusheng;Chan, Pakwai;Zhang, Li;Yang, Honglong;Li, Lei
    • Wind and Structures
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    • 제30권6호
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    • pp.575-595
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    • 2020
  • The characteristics of winds associated with tropical cyclones are of great significance in many engineering fields. This paper presents an investigation of wind characteristics over a coastal urban terrain based on field measurements collected from multiple cup anemometers and ultrasonic anemometers equipped at 13 height levels on a 356-m-high meteorological tower in Shenzhen during severe Typhoon Hato. Several wind quantities, including wind spectrum, gust factor, turbulence intensity and length scale as well as wind profile, are presented and discussed. Specifically, the probability distributions of fluctuating wind speeds are analyzed in connection with the normal distribution and the generalized extreme value distribution. The von Karman spectral model is found to be suitable to depict the energy distributions of three-dimensionally fluctuating winds. Gust factors, turbulence intensity and length scale are determined and discussed. Moreover, this paper presents the wind profiles measured during the typhoon, and a comparative study of the vertical distribution of wind speeds from the field measurements and existing empirical models is performed. The influences of the topography features and wind speeds on the wind profiles were investigated based on the field-measured wind records. In general, the empirical models can provide reasonable predictions for the measured wind speed profiles over a typical coastal urban area during a severe typhoon.

풍향패턴에 따른 굼벨 모델 시뮬레이션에 의한 풍향풍속성의 적용율 평가에 관한 연구 (A Study on the Application ratio of Directional wind speeds Characteristics by Gumbel Model Simulation Using Directional wind Patterns)

  • 정영배
    • 한국강구조학회 논문집
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    • 제22권6호
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    • pp.573-580
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    • 2010
  • 본 연구는 바람에 민감한 영향을 받는 건축물 또는 구조물에 있어서 풍향풍속을 고려하여 평가하는 방법을 제안하며 지역별 년 최대풍속에 따른 풍향풍속 특성에 대한 기초적인 결과를 정리한 것이다. 본 풍향풍속성 평가방법에서는 년최대풍속의 기상청 데이터를 기초로 하여 극치분포를 통해 적합성을 확인하였으며 풍향성을 고려하기 위하여 풍향풍속별 풍향패턴을 4그룹으로 구분하여 풍향풍속성 평가방법을 시도하여 제안하였다. 연구결과는 서울, 통영, 인천지역의 년최대풍속 기상데이터를 사용하여 전풍향풍속이 Gumbel분포에 의한 적합성을 확인하였으며, 이 전풍향풍속의 Gumbel model은 패턴별 4그룹 풍향풍속 Gumbel mode을 지배하는 독립된 확률특성을 가지므로 풍향패턴 4그룹 풍향풍속성의 평가를 통하여 적용율을 제안하였다. 연구결과는 년최대풍속에 의한 Gumbel분포의 적합성에 따른 서울, 통영, 인천 지역의 풍향패턴 4그룹 풍향풍속성을 고려한 새로운 적용율을 제안하였다.