• Title/Summary/Keyword: 소음예측

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Study of the Transmission Error Prediction of a Five-speed Manual Transmission System (5속 수동 트랜스미션의 전달오차 예측에 관한 연구)

  • Cho, Sang-Pil;Lee, Dong-Gyu;Kim, Lae-Sung;Xu, Zhe-zhu;Lyu, Sung-ki
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.15 no.2
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    • pp.66-71
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    • 2016
  • For the manual transmission gearbox used in the automotive industry, gear meshing transmission error is the main source of noise known as gear whine, and radiated gear whine noise plays an important role in the whole gearbox. Therefore, in order to keep competitive in the automotive market, the NVH performance of transmission gearboxes is increasingly important for automotive manufacturers when a new product is developed. In this paper, in order to achieve an optimized tooth contact pattern, gear tooth modification is applied to make up for the deformation of the teeth owing to load. A five-speed MT gearbox is firstly modeled in RomaxDesign software and the prediction of transmission error under the loaded torques is studied and compared. From the simulation, the transmission error and maximum contact stress are also simulated and compared after tooth modification of the loaded torques. Finally, the simulation results are used to optimize the whole gearbox design and the final gearbox prototype is testified to obtain NVH performance in a semi-anechoic room.

A Study on Prediction of Aircraft Noise in Tae-an Airfield (항공기소음예측에 관한 연구;태안비행장 중심으로)

  • Kim, D.H.;Park, S.B.;Song, B.H.
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.13 no.3
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    • pp.73-84
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    • 2005
  • Hanseo University's Tae-an Airfield was opened in July, 2005 for aeronautical education such as aircraft flight, air traffic control, avionics, etc., and will play an important part as a base for local economic and industrial developments. On the contrary, the aircraft noise from the airfield will give an impact against the vicinity of the airfield and become a big issue which the airfield authority has to solve. The aim of this study is to analyse the aircraft noise contour in vicinity of the airfield and to make understand the people around the airfield how much the aircraft noise will have an effect on. For the prediction of the aircraft noise in the local area, this study showed the method to assess the aircraft noise in the developed countries for aviation, and the result to compute WECPNL by INM 6.1 after encoding the various data including environmental input data, tract, and profile. The major results of the study can be summarized as follows ; While the area with influence contour of noise from 75 to 80 WECPNL is 0.555$km^2$, the area from 80 to 85 is 0.343$km^2$, and the area with influence contour of noise over 85 WECPNL is 0.163$km^2$. In addition, there are 4 houses in the contour over 85 WECPNL and the inhabitants(10 people) in this area will have effect from the noise. Therefore Tae-an airfeild authority is preparing the noise-prevention method or noise abatement program. Finally, according to the noise contour, it is one of the best way of decreasing the effect of aircraft noise that 33 runway is assigned as calm-wind runway because there is no resident in the area around 15 threshold.

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Prediction of the Noise Levels for a Newly-founded Petrochemical Plant (신설 석유화학 공장의 소음도 예측)

  • 윤세철;이해경
    • Journal of the Korean Society of Safety
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    • v.11 no.4
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    • pp.135-142
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    • 1996
  • Prolonged in-plant personnel exposure to high noise levels results in permant hearing damage. There are no way to correct this hearing damage by treatment or use of hearing aids. Therefore, every employer is responsible for providing a workplace free of such hazards as excessive noise. This study was carried out to evalute and predict a given noise environment based on specific limit as the noise guarantee for a newly-founded petrochemical plant. The maximum total sound level should not exceed 85dBA in the work area, except where the area is defined as a restricted area and 70dBA at the plant boundary. Prediction of the noise levels within the plant area for a newly-founded petrochemical plant was achieved by dividing all plant area into 20m$\times$20m regular grid spaces and noise level inside the area or unit that in-plant personel exposure to high noise levels was estimated computed into 5m$\times$5m regular grid spaces. The noise level at the grid point that was propagated from each of the noise sources(equipments) computed using the methematical formula was defined as follows : $SPL_2$=$SPL_1-20log{\frac{r_2}{r_1}}$(dB) where $SPL_1$ =sound pressure level at distance $r_1$ from the source $SPL_2$=sound pressure level at distance $r_2$ from the source As a result, the equipments exceeded noise limit or irritaring noise levels were identified on the specific grid coordinates. As for equipments in the area that show high noise levels, appropriate counter-measures for noise control (by barriers, enclosure, silencers, or the change of equipments, for example) should be reviewed. Methods for identifying sources of noise applied in this study should be the model for prediction of the noise levels for any newly-founded plant.

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A Study on the Prediction of CNC Tool Wear Using Machine Learning Technique (기계학습 기법을 이용한 CNC 공구 마모도 예측에 관한 연구)

  • Lee, Kangbae;Park, Sungho;Sung, Sangha;Park, Domyoung
    • Journal of the Korea Convergence Society
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    • v.10 no.11
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    • pp.15-21
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    • 2019
  • The fourth industrial revolution is noted. It is a smarter factory. At present, research on CNC (Computerized Numeric Controller) is actively underway in the manufacturing field. Domestic CNC equipment, acoustic sensors, vibration sensors, etc. This study can improve efficiency through CNC. Collect various data such as X-axis, Y-axis, Z-axis force, moving speed. Data exploration of the characteristics of the collected data. You can use your data as Random Forest (RF), Extreme Gradient Boost (XGB), and Support Vector Machine (SVM). The result of this study is CNC equipment.

Numerical analysis of acoustic radiation efficiency of plate structures with air bubble layers (기포층을 갖는 판 구조물의 음향 방사 효율에 관한 수치해석)

  • Sung-Ju Park;Kookhyun Kim;Cheolsoo Park;Jaehyuk Lee;Keunhwa Lee;Cheolwon Lee
    • The Journal of the Acoustical Society of Korea
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    • v.42 no.3
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    • pp.227-232
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    • 2023
  • Underwater noise pollution has a significant impact on the marine environment. This study proposed a simple approach to estimate the acoustic radiation efficiency of structures with air bubble layers. The method considered the insertion loss caused by the air bubble layer through post-processing of numerical results, assuming that insertion loss is equivalent to attenuation as demonstrated by previous studies. The proposed approach was validated by comparing it with a fully coupled analysis for plate structure models. The commercial finite element program COMSOL Multiphysics was used for the acoustic-structure interaction analysis, and the acoustic characteristics of air bubble layer for the fully coupled analysis was simulated by on the Commander and Prosperetti theory. The trends indicated good agreement between the simple approach and the fully coupled analysis in terms of radiation efficiency. It is confirmed that the proposed method is providing insight into the principal mechanism of underwater noise reduction for the bubble layer on the wedge-shaped structure.

Evaluation of Functional and Structural Performance of Semi Rigid Overlay Pavements (반강성 덧씌우기 포장의 기능적 및 구조적 성능 평가)

  • Park, Kang Yong;Lee, Jae Jun;Kwon, Soo Ahn;Jeong, Jin Hoon
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.30 no.3D
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    • pp.271-278
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    • 2010
  • Semi rigid pavement is a pavement type using advantages of both flexibility of asphalt pavement and rigidity of concrete pavement by infiltrating cement paste into voids of open graded asphalt mixtures. The semi rigid pavement has better smoothness and smaller driving vibration or noise comparing to the concrete pavement, and has smaller permanent deformation and has temperature falling effect comparing to the asphalt pavement. The temperature falling effect were investigated at a semi rigid overlay pavement test section, and the temperature falling and water retaining effects were verified by measuring the temperature and weight of specimens at a housetop. Horizontal and vertical stresses and strains were compared by structural analysis of the semi rigid pavement and asphalt pavement using the Abaquser o, a commercial 3D finite element analysis program. The results were verified by Bisar 3.0, a multi-layered elastic analysis program. Performance of the semi rigid pavement and asphalt pavement were compared by predicting fatigue cracking based on the structural analysis results.

A study on the indirect measurement method of bedload discharge using hydrophone (하이드로폰을 이용한 소류사량 간접계측방안 분석 연구)

  • Kim, Sung Uk;Jun, Kye Won;Yoon, Young Ho
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.249-249
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    • 2022
  • 국외에서 산지재해를 예방하기 위해 하천 유사량을 계측하는 기존의 재래식 채집기의 문제점을 보완한 간접계측장치인 하이드로폰의 개발 및 실용화를 위한 연구를 수행하고 있다. 하지만 국내의 경우 유사량을 계측하는 기술 수준은 선진국에 비해 기초단계에 머물러 있다. 이러한 문제를 해결하기 위해 국내에서 사용하기 적합한 간접계측장치를 개발하고자 한다. 간접계측장치인 하이드로폰은 횡단구조물의 끝단에 부착하여 설치하는 형태로 개발하였다. 충돌음향 계측을 위한 센서부는 파이프와 마이크로폰으로 구성하였으며, 구조물에 부착하기 위한 고정프레임과 연결장치로 제작되었다. 설치된 계측장치는 하상에서 이동중인 토사가 파이프에 충돌할 때 발생하는 소음을 계측하며 충돌음은 데이터로거로 취득된다. 계측된 음향 데이터는 정확한 소류사량 추정을 위해 충돌 횟수에 착안한 펄스 분석 방법과 진폭의 시간 적분치에 착안한 음압적분치 방법으로 비교·검토를 수행하였다. 소류사량 추정 관계식의 유의성 분석을 수행한 후 펄스 수 기반 추정 관계식과 음압적분치 기반 추정 관계식을 공급 소류사량과 비교시 각각 29%와 33%의 오차율을 나타내는 것을 확인할 수 있었다. 앞서 선정된 소류사량 추정 관계식의 신뢰성을 확보하기 위해 관계식으로 추정할 수 있는 예측구간 및 95% 신뢰구간을 분석하였으며, 분석 결과 펄스 수 기반 추정 관계식은 92.5%, 음압적분치 기반 추정 관계식은 90.9%로 두 관계식 모두 소류사량을 추정하기에 양호한 수준으로 일치하는 것을 확인할 수 있었다. 향후 추가적인 연구를 수행한다면 수문조사 시 부족했던 유사량 측정분야의 확대에 기여할 수 있을 것으로 예상되며, 이와 관련된 사업 및 기술발전에도 기여할 것으로 기대된다.

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An Study on the Correlation between Sound Characteristics and Sasang Constitution by CSL (CSL을 통한 음향특성과 사상체질간의 상관성 연구)

  • Shin, Mi-ran;Kim, Dal-lae
    • Journal of Sasang Constitutional Medicine
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    • v.11 no.1
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    • pp.137-157
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    • 1999
  • The purpose of this study is to help classifying Sasang Constitution through correlation with sound characteristic. This study was done it under the suppose that Sasang Constitution has correlation with sound spectrogram. The following result were obtained about correlation between sound spectrogram and Sasang Constitution by comparison and analysis 1. Soeumin answered his voice low tone, smooth and quiet in the survey. Soyangin answered his voice high, clear, fast and speaking random. Taeumin answered his voice low, thick and muddy. 2. Taeyangin was significantly slow compared with the others in the time of reading composition. Taeyangin was significantly slow compared with the others in Formant frequency 1. Taeyangin was significantly discriminated from Soeumin in Formant frequency 5. Taeyangin was significantly low compared with the others in Bandwidth 2. Soeumln was significantly low compared with Taeyangin in Pitch Maximum and Pitch Maximum-Pitch Minimum. Taeyangin was significantly high compared with the others in Energy mean. 3. In list of specification, the discrimination rate was higher than that by lists of 13 in the results of Multi-dimensional 4-class minimum-distance. The discrimination rate of three disposition except Soyangin was higher than that of four disposition in the results of One way ANOVA and Analysis of dis crimination in SPSS/PC+. In CART, the estimate rate of Sasang Constitution discrimination was higher than any other method. It is considered that there is a correlation between sound spectrogram and Sasang constitution according to the results. And method of Sasang constitution classification through sound spectrogram analysis can be one method as assistant for the objectification of Sasang constitution classification.

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Arrangement of Agent Holes for Enhancing Crack Propagation in Structure Demolition Process using Soundless Chemical Demolition Agents (무소음화학팽창제를 이용한 구조물 해체시 균열진전 촉진을 위한 천공홀의 배치)

  • Nam, Yunmin;Kim, Kyeongjin;Park, Sanghyun;Sohn, Dongwoo;Lee, Jaeha
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.28 no.6
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    • pp.683-690
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    • 2015
  • For demolition of offshore facilities, traditional methods such as jackhammer and explosive methods have been often used in construction industry. However, prohibitions for use of those methods are becoming more rigorous especially in environmentally and historically sensitive areas. It was also reported that the explosive demolition method on maritime bedrock can cause a disturbance of ecosystem. For those reasons, use of soundless chemical demolition agent(SCDA) is getting the spotlight. However, researches regarding the mechanical point of SCDA have seldom performed. There is no industrial standard for use of SCDA yet. In this study, a pilot experimental study in order to measure the required expansive pressure that could be generated from SCDA was conducted. Numerical models were developed in order to estimate the required expansive pressures of SCDA for initiating cracks depending on selected key parameters. Obtained results indicate that the required pressure does not decrease linearly as increasing the hole diameter, the number of holes, and the ratio of hole-distance to hole-diameter.

Analysis of Factors Influencing upon the Metro Wear Using the Classification and Regression Trees (CART 분석을 이용한 지하철 마모 영향인자 분석)

  • Jeong, Min Chul;Lee, Won Woo;Kim, Jung Hoon;Kong, Jung Sik
    • 한국방재학회:학술대회논문집
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    • 2011.02a
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    • pp.38-38
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    • 2011
  • 일반적으로 레일마모는 열차의 주행안전 및 승차감에 미치는 영향이 크고, 소음 진동의 주요원인으로 작용한다. 또한 레일마모가 발생할 경우 궤도구조의 파괴를 촉진시킴으로써 차량 및 궤도유지보수비를 크게 증가시킨다. 따라서 구간 특성 및 환경 영향 인자 등 현장에서 발생하는 마모 원인을 체계적으로 분석함으로써 마모를 저감할 수 있도록 차량운행 조건과 선로선형 및 궤도구조를 설계하는 것은 중요한 과제이다. CART(Classification And Regression Tree; 분류와 회귀나무) 분석은 패키지화된 좋은 분류 및 예측도구 기법으로 나무의 상위 분리수준에서 일반적으로 나타나는 가장 중요한 입력변수들을 사용하는 등의 입력변수를 선정하는 경우 매우 유용하다. 본 연구에서는 다변수 구간특성 및 환경인자를 고려한 검측 자료 상관관계 분석을 위한 회귀 나무기반 모델(TBM: Tree Based Model) 분석 수행을 위해 지하철 2호선 마모 데이터와 마모 데이터에 영향을 미치는 각종 다변수 구간특성 및 환경인자를 사용하였다. 2호선 지하철의 구간특성 인자 및 환경인자는 레일의 종류, 레일의 위치, 도상, 곡률반경, 캔트 슬랙 및 운행 일수 등으로 구분하였다. 레일의 종류는 ks-50kg과 ks-60kg 두 종류의 레일이 있으며, 레일의 위치는 지상과 지하로 크게 구분할 수 있다. 도상은 콘크리트 도상, 자갈 도상과 일부 구간의 방진상 콘크리트 도상으로 구분할 수 있으며, 곡률반경은 직선구간과 완화곡선 구간 및 최소 250m부터 627m까지 분포된 원 곡선 구간으로 구분할 수 있다. 캔트 간격은 최소 96cm 부터 120cm 간격으로 구분하며, 슬랙은 5~9cm에 분포하고, 운행 기간은 해당 기간 동안 유지보수 이력이 없는 구간을 선정하여 2005년부터 2006년까지 4번에 걸쳐 검측된 지하철 2호선 내선 마모데이터를 사용하였다. 총 X1부터 X7까지 총 7개의 구간특성 또는 환경특성을 영향인자로 선정하였으며, 이러한 영향인자에 의해 결정되는 종속 인자로 Y1인 직마모와 Y2인 측마모를 선정하여 이 중 실질적으로 지하철 궤도의 성능 평가에 주요 판단인자로 사용되는 측마모와 구간특성 및 환경영향인자와의 상관관계 분석을 수행하였다. 해당 마모 데이터가 검측되는 기간 동안 유지보수 이력이 없는 12272 point의 데이터를 검출하였고 CART 프로그램을 이용하여 데이터를 분석하였으며, CART 프로그램의 해석을 위해 종속변수인 직마모량은 각 검측 지점의 마모량에 해당하는 등급으로 변환하여 분석을 수행하였다. 레일의 마모에 영향을 미치는 구간특성 및 환경인자와 종속 변수로 사용된 레일의 마모량 사이의 CART를 이용한 상관관계 분석은 실제 구조물에서 영향인자간의 상관 관계와 유사하며, 추후 연구에서는 이를 바탕으로 하여 정량화된 검측 데이터를 종속변수로 하여 구간특성 또는 환경인자 등 외부 영향인자를 고려한 궤도 검측데이터와의 상관관계 분석을 수행할 계획이다.

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