• 제목/요약/키워드: Valve performance

검색결과 1,244건 처리시간 0.021초

가스 사용 환경에서의 위험 상황 인지를 위한 딥러닝 예측모델 개발 (Development of a Deep Learning Prediction Model to Recognize Dangerous Situations in a Gas-use Environment)

  • 강병준;조현찬
    • 반도체디스플레이기술학회지
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    • 제21권1호
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    • pp.132-135
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    • 2022
  • Recently, with the development of IoT communication technology, products and services that detect and inform the surrounding environment under the name of smart plugs are being developed. In particular, in order to prepare for fire or gas leakage accidents, products that automatically close and warn when abnormal symptoms occur are used. Most of them use methods of collecting, analyzing, and processing information through networks. However, there is a disadvantage that it cannot be used when the network is temporarily in a failed state. In this paper, sensor information was analyzed using deep learning, and a model that can predict abnormal symptoms was learned in advance and applied to MCU. The performance of each model was evaluated by developing firmware that can judge and process on its own regardless of network and applying a predictive model to the MCU after 3 to 120 seconds.

랩온어칩 내부 미세유동제어를 위한 새로운 유동제어기법 (A New Flow Control Technique for Handling Infinitesimal Flows Inside a Lab-On-a-Chip)

  • 한수동;김국배;이상준
    • 대한기계학회논문집B
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    • 제30권2호
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    • pp.110-116
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    • 2006
  • A syringe pump or a device using high electric voltage has been used for controlling flows inside a LOC (lab-on-a-chip). Compared to LOC, however, these microfluidic devices are large and heavy that they are burdensome for a portable ${\mu}-TAS$ (micro total analysis system). In this study, a new flow control technique employing pressure regulators and pressure chambers was developed. This technique utilizes compressed air to control the micro-scale flow inside a LOC, instead of a mechanical actuator or an electric power supply. The pressure regulator controls the output air pressure by adjusting the variable resistor attached. We checked the feasibility of this system by measuring the flow rate inside a capillary tube of $100{\mu}m$ diameter in the Re numbers ranged from 0.5 to 50. In addition, the performance of this flow control system was compared with that of a conventional syringe pump. The developed flow control system was found to show superior performance, compared with the syringe pump. It maintains automatically the: air pressure inside a pressure chamber whether the flow inside the capillary tube is on or off. Since the flow rate is nearly proportional to the resistance, we can control flow in multiple microchannels precisely. However, the syringe pump shows large variation of flow rate when the fluid flow is blocked in the microchannel.

스위벨 밸브 튜브 커플러 개발을 위한 해석 연구 (An Analytical Study on the Improvement of the Performance of Swivel Valve Tube Couplers)

  • 이준호;성재경
    • 한국기계가공학회지
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    • 제10권3호
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    • pp.1-6
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    • 2011
  • This study focused on the localization of swivel type tube couplers, which all depend on imports. In this study, a computer application analysis was performed using a finite element method as a preliminary study. In the major developments related to the objective of this study, the air brake system produced by car makers represents a different in the installation point of an air tank according to the type of cars or in the length and direction of its hoses and that leads to cause lots of problems. For solving such problems, the design of the major elements in a swivel type tube coupler was analyzed using a finite element method, and its validity was also verified. In the process that verifies the validity of this study, it was necessary to investigate how much external force affects the desorption of the tube support, which is the most important element in swivel type tube couplers. For achieving the investigation, a pressure test was implemented for the tube support according to the Federal Motor Vehicle Safety Standards(FMVSS). In the results of the pressure test, all samples satisfied the FMVSS. In addition, several tests were implemented by installing the sample of the developed swivel type tube coupler to an actual vehicle. In particular, rotation tests with various angles were applied by welding the swivel type coupler to an air tank through an argon welding process. In the results of the installing test for an actual vehicle, it was verified that the designed structure was determined as a structure that is able to endure the eccentric torque and deformation pressure applied to several directions that are the major problems in such fixed type tube couplers. Therefore, in the comparison of the performance of the developed product with the product of PARKER, it was possible to verify that the localized swivel type tube coupler developed in this study shows more excellent than that of the existing products by PARKER.

뉴럴 네트워크를 이용한 밸브 부품 생산용 플런지 연삭의 거칠기 예측모델 개발 (Development of Roughness Estimation Model for Plunge Grinding of Valve Parts Using Neural Network)

  • 최정주;박준홍
    • 한국산학기술학회논문지
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    • 제12권1호
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    • pp.62-67
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    • 2011
  • 본 연삭공정은 제품의 품질 만족도를 충족시키기 위해 기계가공의 마지막단계에서 이루어지는 공정이다. 일반적으로 연삭된 공작물의 가공 표면은 연삭 조건 및 드레싱 조건에 의해 그 정도가 결정된다. 이러게 연삭된 공작물의 표면 거칠기를 예측하기 위해서 몇 가지 거칠기 모델들이 연구되었다. 기존의 모델들은 몇 가지 주요 파라미터를 선정하고 이들 파라미터를 곱의 형태로 모델을 만들어 그 파라미터의 영향도를 고려하였다. 그러나 이러한 파라미터간 곱의 형태는 복잡한 연삭 메커니즘을 나타내기에는 충분하지가 않다. 따라서 본 연구에서는 뉴럴네트워크 알고리즘을 이용하여 플런지 연삭의 연삭 모델을 제안하였다. 제안된 구조는 초기 거칠기 모델과 최종 거칠기 모델로 구성되어 있다. 제안된 뉴럴네트워크의 입력 파라미터는 기존의 거칠기 모델들의 것을 이용하였다. 제안된 모델의 거칠기 예측 성능은 실험을 통해 검증하였다.

Design and experiment with a plastic mulch wrapper using a hydraulic system

  • Park, Hyo Je;Lee, Sang Yoon;Park, Yong Hyun;Kim, Young Keun;Choi, Il Su;Nam, Young Jo;Kweon, Gi Young
    • 농업과학연구
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    • 제47권1호
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    • pp.43-58
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    • 2020
  • Mulching plastic is used for the purpose of maintaining soil temperature, moisture, and weed and pest prevention in agriculture. Any remaining plastic after use may contaminate the soil and damage crop growth. To solve this problem, mulching plastic wrappers have been studied and developed, but the actual use rate is quite low due to their poor performance and frequent tearing of the plastic on the field. In this study, we developed a tractor attachable mulching plastic wrapper to minimize the tearing of the mulched plastic. The developed mulching plastic wrapper consists of hydraulic motors and pumps, valves, a microcontroller, and sensors. The collecting speed of the plastic mulch was calculated considering the tractor's travel speed and the radius of the collecting drum. A proportional controller was designed to control the rotating speed of the hydraulic motor as the plastic was wound around the collection drum and the radius increased. The performance of an indoor experiment was quite promising because the difference between the collecting speed predicted by the calculation and the actual collecting speed was 2.71 rpm. Based on a field verification test, the speed difference was max. 14.28 rpm; thus, the, proportional integral derivative (PID) controller needs to be considered to control the drum speed precisely. Another issue was found when the soil covered at the edge of the plastic was hardened or the road surface was uneven, the speed control was unstable, and the plastic was torn. In future research, vibrational plows will be equipped to break-up the harden soil for collecting the plastic smoothly.

차량용 LNG연료용기의 단열성능에 관한 연구 (Study on Adiabatic Performance of LNG Storage Tank for Vehicles)

  • 한정옥;이용원
    • 한국가스학회지
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    • 제12권1호
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    • pp.31-35
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    • 2008
  • 압축천연가스 자동차는 최근 대기환경 개선을 위해 대도시 시내버스에 적용되고 있으며 대기 오염물질을 저감시키는데 효과적인 것으로 입증되고 있다. 압축천연가스의 단점인 낮은 연료저장밀도를 높이기 위해 액화천연가스를 연료로 하는 차량기술이 시도되고 있다. 본 논문에서는 자동차에 액화 천연가스를 적용하기 위한 LNG 저장 용기의 단열특성을 실험적으로 측정하여 기준과의 적합성을 판단하였으며 측정방법에 대한 비교검토를 통해 측정결과의 신뢰성을 제고하였다. 시험용기의 단열성능계수는 $40J/h{\cdot}^{\circ}C{\cdot}m^2$으로 기준범위 이내의 성능을 확인하였으며 두 가지 측정방법들은 상호 일치하는 결과를 보여주었다. 또한 용기의 벤트밸브 동작특성을 조사하여 증발가스의 방출량 특성을 파악하였다.

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3-연소실형 GDI Engine의 성능 및 배기 배출물 특성에 관한 연구 (Study on the Characteristics of Performance and Exhaust Emissions of 3-Chamber GDI Engine)

  • 김봉수;정남훈;진선호;배종욱
    • Journal of Advanced Marine Engineering and Technology
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    • 제26권1호
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    • pp.37-47
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    • 2002
  • Recently gasoline direct injection method has been applied to gasoline engine to reduce fuel consumption rate by controlling fuel air mixture on lean condition by means of stratified charging, and to reduce simultaneously. Pollutant emissions especially NOx and CO by lowering the combustion temperature. But difficulty of controling local fuel air ratio at ignition area in flammability limit unavoidably appeared, because it is merely controlled by injection timing with spatial and temporal distribution of fuel mixture. In this study, the authors devised a uniquely shaped combustion chamber so called three-chamber GDI engine, intended to keep the more reliable fuel air ratio at ignition area. The combustion chamber is divided into three regions. The first region is in the rich combustion division, where the fuel is injected from the fuel injection valve and ignited by the spark plug. The second region is in the lean combustion division, where the combustion gas from the rich combustion division flows out and burns on lean condition. And the last region is in the main combustion division ie in the cylinder, where the gas from the above two combustion divisions mixed together and completes the combustion during expansion stroke. They found that the stable range of operation of three-chamber GDI engine on low-load condition exists in the lean area of average equivalence ratio. And they also found that the reformed engine reveals less specific fuel consumption and less pollutant emissions compared with conventional carburettor type gasoline engine.

압력·온도 변화에 따른 초고압 발생기 성능특성 연구 (A Study of the Variation in Intensifier Performance Characteristics Varying with Pressure and Temperature)

  • 김형의;이기천;김재훈
    • 대한기계학회논문집A
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    • 제34권9호
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    • pp.1249-1255
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    • 2010
  • 초고압 시스템은 유압동력 발생장치, 충격압력 발생장치, 초고압부 오일 보충장치, 기동 및 제어반 등으로 일반적으로 구성된다. 유압동력 발생장치는 초고압 발생기에 유압원을 공급하고, 초고압 발생기에서는 공급되어진 유압원을 이용하여 초고압으로 압력을 증폭한다. 기동 및 제어반에서는 시스템을 운전하기 위한 전기모터, 밸브, 센서 등에 대한 제어 및 관찰을 하기 위해 사용된다. 본 연구에서는 초고압 압력을 발생시키기 위한 제어 방법을 서보밸브를 사용한 유량제어 방식에서 비례 릴리프 밸브를 사용한 압력제어 방법을 사용하여 연구하며, 초고압 압력 발생기의 압력을 가하는 주기와 유압동력 발생장치의 작동유의 온도 변화에 따라 충격압력을 발생시키는 성능이 변화하는 특성을 연구하는 것을 목적으로 한다.

태양열 물펌프의 실험적 성능분석 (Experimental Analysis on the Performance of a Solar Powered Water Pump)

  • 김영복;손재길;이승규;김성태;나우정;이양근
    • Journal of Biosystems Engineering
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    • 제29권6호
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    • pp.521-530
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    • 2004
  • The solar powered water pump is very ideal equipment because solar power is more intensive when the water is more needed in summer and it is very helpful in the rural area, in which electrical power is not available. The average solar radiation power is $3.488\;kWh/(m^2{\cdot}day)$ in Korea. In this study, the experimental system of the water pump driven by the radiation energy were designed, assembled, tested and analyzed fur realizing the solar powered water pump. Energy conversion ken radiation energy to mechanical energy by using n-pentane as operating material was done and the water pumping cycles were able to be continued. The quantity of the water pumped per cycle ranged from 2 L to 10 L depending on the level of the valve open area far the vapour supply. The average quantity was about 4,366 cc. The thermal efficiency was about $0.018\%$. The pressure level of the n-pentane vapour in flash tank was about $110\~150\;kPa$ and that in the water tank was $93\~130\;kPa$. The pressure in the condenser during cycles was maintained as about 70 kPa. The condensation of the n-pentane vapour in the water tank was increased with the cycles even though the internal and external insulation were done. Air tank performance was better with increasing of the water piston displacement and the water could be pumped with the water piston displacement becoming higher than 6,500 cc.

금속 링 개스킷이 삽입된 Class 900 플랜지 조인트의 거동에 관한 연구 (A Study on the Behavior of Class 900 Flange Joints with Metal Ring Gaskets)

  • 이민영;정두형;김병탁
    • 한국기계가공학회지
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    • 제17권1호
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    • pp.34-41
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    • 2018
  • A flange joint is a pipe connection used to prevent the leakage of high-pressure fluids by inserting a gasket and tightening the bolts. Among several kinds of gaskets available, metal ring type joint gaskets are most widely used in conditions that require high-temperature and high-pressure fluid flow, such as oil pipelines, gas pipes, pumps, valve joints, etc. The purpose of this study is to investigate the contact pressure and stress characteristics closely related to the sealing performance of Class 900 flange joints used in high temperature and high pressure environments. The dimensions of flange joints with five different nominal pipe sizes were determined with reference to those specified in ASME 16.5. The metal ring gaskets inserted in the joints were octagonal and oval gaskets. The bolt tensile forces calculated from the tightening torques were input as the bolt pretension loads in order to determine the contact pressure and stress levels after fastening. Loading was composed of three steps, including the fastening step, and different amounts of applied pressures were used in each analysis to investigate the effect of fluid pressure on the contact force of the joints. A general-purpose software, ANSYS 17.2, was used for the analysis.