• 제목/요약/키워드: industrial safety design performance measurement

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제동중량비율을 이용한 도시철도차량 제동성능 평가방법 연구 (A Study on Train Braking Performance Assessment Methods Using Braked Weight Percentage)

  • 최돈범;이강미;윤용기
    • 한국산학기술학회논문지
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    • 제17권11호
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    • pp.545-551
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    • 2016
  • 본 논문은 철도차량 안전의 핵심 요소인 제동성능을 확인하는 평가방법의 비교와 제동성능에 영향을 미치는 차륜과 레일의 마찰계수의 분포가 감속도에 미치는 영향을 분석하고 열차 편성에 따른 감속도의 분포를 예측하였다. 제동성능의 평가는 실제 운행중인 도시철도차량의 실차 시험을 통하여 제동시 제동거리와 제동시간을 측정해서 감속도를 산출하는 제동성능 평가방법과 UIC 544-1에 따른 제동중량비율을 이용한 평가 방법에 대하여 두 방법을 서로 비교하여 장단점을 살펴보았으며 각 방법의 호환성을 검토하였다. 차륜과 레일의 마찰계수 분포를 검토한 확률적 제동모델을 수립하고 제동성능에 가장 큰 영향을 미치는 차륜과 레일의 점착계수 분포가 열차의 편성에 미치는 영향을 분석하였다. 제동중량비율을 이용한 평가방법은 일정 초기 제동속도를 시험한 결과를 다양한 제동초기속도에서의 제동거리로 환산할 수 있어 열차 신호시스템의 설계나 신규 노선에서의 운전 패턴을 설계 검증할 수 있는 기초 자료로 활용이 가능할 것으로 보이며 편성에 따른 감속도의 확률적 분포 예측을 통하여 열차분리 결합등 가변 조성시 감속도의 분포를 예측함에 따라 보다 정밀한 열차신호 설계의 기초자료로 활용가능할 것으로 판단된다.

포 발사에 따른 쉘터 구조물의 차음 및 구조안전성 연구 (A Study of Sound Insulation and Structure Safety of the Shelter from the Firing of the Large Caliber Gun)

  • 이해석;허동은;박노석;나태흠;장요한;홍준희
    • 한국군사과학기술학회지
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    • 제20권5호
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    • pp.639-646
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    • 2017
  • This paper describes the sound insulation and structural safety of the shelter which may be used for shooters. The noise level of the shelter should be less than 100 dB on the basis of the Industrial Safety and Act, the World Health Organization and the MIL-STD. The sound insulation design was designed for the shelter structure. The designed shelter performance was verified by the real measurement after completing the construction of the shelter. The system was also designed using the finite element method with data of sound pressure measured in the test. Its response was obtained numerically. It is proved that the shelter structure is sufficiently safe considering the calculated maximum stress level with the allowable stress of structural property.

전동식 부항기에 대한 안전성 및 성능평가 가이드라인 개발연구 (Study on Developing Assessment Guideline for Safety and Performance of Electric Cupping Apparatus)

  • 이승호;김은정;신경훈;남동우;강중원;이승덕;이혜정;이재동;김갑성
    • Journal of Acupuncture Research
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    • 제26권6호
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    • pp.101-110
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    • 2009
  • Objectives : We developed and proposed a guideline for safety and performance assessment of electric cupping apparatus(Class 2 medical device). Methods : We drafted the guideline for safety and performance assessment of electric cupping apparatus by referring the existing standards and guideline, based on online questionnaire for Korean medical doctors and measurement data from commercially available products. Physical dimension of cups and inner vacuum pressure were acquired for the measurement in order to achieve the purposes. Results : This guideline only can be applied to electric cupping apparatus for enhancing blood circulation by employing negative pressure generated by electricity. Seven items of appearance and label, operation test of pump, variation test of input electricity, vacuum level test, vacuum sustain test, cup-size dependent test, noise level test are suggested for evaluation subjects and methods required for electric cupping devices. Requirements for the design and development of electric cupping devices are suggested: vacuum level indicator, vacuum generation rate, pressure control, valve detachment stability, cup comparability, safety measure, surge protection, user friendliness, instruction for use (IFU). Conclusions : We proposed a guideline for safety and performance assessment of electric cupping apparatus to improve the quality of relating products and aid the commercialization of them, by aiming higher industrial competitiveness of the medical device sectors in Korea. Discussion with related institutes such as industry, academy and government is further required. Public hearings also need to be held prior to the establishment of a final guideline and standard.

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중.소규모 사업장의 국소배기장치 설치 실태와 문제점 및 개선방안 (Additional Improvement and Evaluation of Exhaust Ventilation Systems at Small and Medium Sized Enterprise)

  • 임성근;박두용;김원기;김수근
    • 한국산업보건학회지
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    • 제20권1호
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    • pp.1-9
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    • 2010
  • Objectives : The purposes of this study were to evaluate exhaust ventilation systems(EVSs) and to suggest problems and improvements. Methods : For 50 small and medium-sized enterprises, we carried out evaluation of EVSs. We evaluated hoods with smoke tester and measurement of capture velocity. In addition, we used several indicators for performance evaluation designed in this study. Results : 1. Based on the smoke flow pattern and the criteria of occupational health and safety act, 67.8% of hoods were rated 'good' level at smoke test whereas 26.3% were rated 'good' level at measurement of capture velocity. 2. 29.3% of hoods, of which ratio of measured actual air flow at hood(Qah) to required ideal exhaust air flow at hood(Qih) was 1 or more, were rated 'good' level. 3. The % of EVS, of which ratio of measured actual air flow at stack(Qast) to total required ideal exhaust air flow at hood(Qith) was 1 or more, was 29.0%. 4. For the ratio of measured Qast to existing air flow at fan(Qfan), only 5% of EVSs were 1 or more and 26.0% were 0.8 or more but less than 1.0. 5. For the ratio of measured Qast to total measured actual exhaust air flow at hood(Qath), 74.0% were 0.8 or more but less than 1.0. 6. The percentage of EVS, of which ratio of total measured Qath to existing Qfan was 0.8 or more, was 19.0%. 7. The percentage of EVS, of which ratio of total measured Qath to total required ideal exhaust Qith was 1 or more, was 26.0%. 8. For the comprehensive evaluation indicators designed in this study, 29.0% were 0.8 or more. Conclusions : We found that few exhaust local ventilations at small and medium-sized enterprises were rated 'good' level and that most exhaust local ventilations had 'poor' design and installation. Therefore, relevant professional manpower and enterprises have to construct exhaust local ventilation where it is needed, and technical guidance and economic support are needed to improve 'poor' exhaust local ventilation after self-evaluation.

진동 아날로그 신호 기반의 이상상황 탐지를 위한 기계학습 모형의 성능지표 향상 (Improving the Performance of Machine Learning Models for Anomaly Detection based on Vibration Analog Signals)

  • 김재훈;엄상천;박철순
    • 산업경영시스템학회지
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    • 제47권2호
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    • pp.1-9
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    • 2024
  • New motor development requires high-speed load testing using dynamo equipment to calculate the efficiency of the motor. Abnormal noise and vibration may occur in the test equipment rotating at high speed due to misalignment of the connecting shaft or looseness of the fixation, which may lead to safety accidents. In this study, three single-axis vibration sensors for X, Y, and Z axes were attached on the surface of the test motor to measure the vibration value of vibration. Analog data collected from these sensors was used in classification models for anomaly detection. Since the classification accuracy was around only 93%, commonly used hyperparameter optimization techniques such as Grid search, Random search, and Bayesian Optimization were applied to increase accuracy. In addition, Response Surface Method based on Design of Experiment was also used for hyperparameter optimization. However, it was found that there were limits to improving accuracy with these methods. The reason is that the sampling data from an analog signal does not reflect the patterns hidden in the signal. Therefore, in order to find pattern information of the sampling data, we obtained descriptive statistics such as mean, variance, skewness, kurtosis, and percentiles of the analog data, and applied them to the classification models. Classification models using descriptive statistics showed excellent performance improvement. The developed model can be used as a monitoring system that detects abnormal conditions of the motor test.

상용 트럭의 공압 브레이크 응답 특성에 관한 연구 (The Korea Academia-industrial cooperation Society)

  • 김진택;정도균;최판진;박원기;박찬희;유범상;백병준
    • 한국산학기술학회논문지
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    • 제13권5호
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    • pp.1969-1975
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    • 2012
  • 대형 상용 차량에 사용되는 에어 브레이크 시스템은 제동시 상대적으로 응답 시간이 길고 압력 손실이 크게 발생한다. 제동 시간은 파이프 시스템의 적절한 설계에 의해서 최소화 시킬 수 있다. 제동 시간은 시스템 압력의 증가, 에어 라인의 감소 및 재질의 변화에 대해 감소시킬 수 있다. 본 연구에서는 상용 트럭에 대한 리그를 구성하여 에어 브레이크의 특성에 대해서 고찰하였다. 해석 프로그램에 대한 신뢰성을 확보하기 위하여 실험 값과 비교하였고, 브레이크 시스템에 영향을 미치는 시스템 압력, 파이프의 재질 및 직경, 탱크와 챔버에서 압력에 대한 온도 영향을 검토하였다.

설비공학 분야의 최근 연구 동향: 2014년 학회지 논문에 대한 종합적 고찰 (Recent Progress in Air-Conditioning and Refrigeration Research: A Review of Papers Published in the Korean Journal of Air-Conditioning and Refrigeration Engineering in 2014)

  • 이대영;김사량;김현정;김동선;박준석;임병찬
    • 설비공학논문집
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    • 제27권7호
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    • pp.380-394
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    • 2015
  • This article reviews the papers published in the Korean Journal of Air-Conditioning and Refrigeration Engineering during 2014. It is intended to understand the status of current research in the areas of heating, cooling, ventilation, sanitation, and indoor environments of buildings and plant facilities. Conclusions are as follows. (1) The research works on the thermal and fluid engineering have been reviewed as groups of heat and mass transfer, cooling and heating, and air-conditioning, the flow inside building rooms, and smoke control on fire. Research issues dealing with duct and pipe were reduced, but flows inside building rooms, and smoke controls were newly added in thermal and fluid engineering research area. (2) Research works on heat transfer area have been reviewed in the categories of heat transfer characteristics, pool boiling and condensing heat transfer and industrial heat exchangers. Researches on heat transfer characteristics included the results for thermal contact resistance measurement of metal interface, a fan coil with an oval-type heat exchanger, fouling characteristics of plate heat exchangers, effect of rib pitch in a two wall divergent channel, semi-empirical analysis in vertical mesoscale tubes, an integrated drying machine, microscale surface wrinkles, brazed plate heat exchangers, numerical analysis in printed circuit heat exchanger. In the area of pool boiling and condensing, non-uniform air flow, PCM applied thermal storage wall system, a new wavy cylindrical shape capsule, and HFC32/HFC152a mixtures on enhanced tubes, were actively studied. In the area of industrial heat exchangers, researches on solar water storage tank, effective design on the inserting part of refrigerator door gasket, impact of different boundary conditions in generating g-function, various construction of SCW type ground heat exchanger and a heat pump for closed cooling water heat recovery were performed. (3) In the field of refrigeration, various studies were carried out in the categories of refrigeration cycle, alternative refrigeration and modelling and controls including energy recoveries from industrial boilers and vehicles, improvement of dehumidification systems, novel defrost systems, fault diagnosis and optimum controls for heat pump systems. It is particularly notable that a substantial number of studies were dedicated for the development of air-conditioning and power recovery systems for electric vehicles in this year. (4) In building mechanical system research fields, seventeen studies were reported for achieving effective design of the mechanical systems, and also for maximizing the energy efficiency of buildings. The topics of the studies included energy performance, HVAC system, ventilation, and renewable energies, piping in the buildings. Proposed designs, performance performance tests using numerical methods and experiments provide useful information and key data which can improve the energy efficiency of the buildings. (5) The field of architectural environment was mostly focused on indoor environment and building energy. The main researches of indoor environment were related to the evaluation of work noise in tunnel construction and the simulation and development of a light-shelf system. The subjects of building energy were worked on the energy saving of office building applied with window blind and phase change material(PCM), a method of existing building energy simulation using energy audit data, the estimation of thermal consumption unit of apartment building and its case studies, dynamic window performance, a writing method of energy consumption report and energy estimation of apartment building using district heating system. The remained studies were related to the improvement of architectural engineering education system for plant engineering industry, estimating cooling and heating degree days for variable base temperature, a prediction method of underground temperature, the comfort control algorithm of car air conditioner, the smoke control performance evaluation of high-rise building, evaluation of thermal energy systems of bio safety laboratory and a development of measuring device of solar heat gain coefficient of fenestration system.