• Title/Summary/Keyword: gas work

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Algorithm for Determining Whether Work Data is Normal using Autoencoder (오토인코더를 이용한 작업 데이터 정상 여부 판단 알고리즘)

  • Kim, Dong-Hyun;Oh, Jeong Seok
    • Journal of the Korean Institute of Gas
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    • v.25 no.5
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    • pp.63-69
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    • 2021
  • In this study, we established an algorithm to determine whether the work in the gas facility is a normal work or an abnormal work using the threshold of the reconstruction error of the autoencoder. This algorithm do deep learning the autoencoder only with time-series data of a normal work, and derives the optimized threshold of the reconstruction error of the normal work. We applied this algorithm to the time series data of the new work to get the reconstruction error, and then compare it with the reconstruction error threshold of the normal work to determine whether the work is normal work or abnormal work. In order to train and validate this algorithm, we defined the work in a virtual gas facility, and constructed the training data set consisting only of normal work data and the validation data set including both normal work and abnormal work data.

Productivity Analysis of Gas Pressure Welding Work Using Web-CYCLONE (웹싸이클론을 이용한 가스압접공사의 생산성 분석에 관한 연구)

  • Gu, Shin-Hyuk;Kim, Yong-Woo;Lee, Dong-Eun;Huh, Young-Ki;Son, Chang-Baek
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2012.11a
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    • pp.273-275
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    • 2012
  • In apartment building with column structure, reinforcing bar of the column is constructed mainly using gas pressure welding job. Therefore, gas pressure welding job in very critical process is construction apartment building with column structure. The purpose of this study is to analyze productivity of gas pressure welding work in column structure apartment using Web-CYCLONE. In this study, a CYCLONE model was developed for the productivity analysis of gas pressure welding work. Through this model, the optimal combination of the resources was obtained. This study will be utilized in the future as a useful tool of productivity analysis and the determination of an optimal combination of resources for gas pressure welding in apartment with column structure.

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Work Type Classification of Gas Safety Workers and Interaction Function Design for IoT-based App. Development (가스안전 작업자들의 IoT 기반 앱 개발을 위한 작업유형 분류 및 인터랙션 기능설계)

  • Lee, Joo ah;Kim, MI-Hye
    • Journal of the Korea Convergence Society
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    • v.8 no.5
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    • pp.45-52
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    • 2017
  • In this paper, we investigated the following items for the development of gas safety work mobile app. In this study, which is a follow-up study after the completion of the scenario design and the first, second image extraction of the mobile app based on the initial research that has been studied, 1) Suggested classification of gas works by type classification and risk classification 2) The research and proposal of interaction method for effective interworking of mobile app and worker in many industrial fields of two-hand work have been made. In particular, the development of a mobile app that interacts with the main system that manages not only the gas work but also the field of each industrial field is the first attempt in Korea and has helped the worker to work freely and safely through various interaction methods.

Development of Risk Assessment Techniques for City Gas Pipeline II - Corrosion Analysis (도시가스배관 위험평가기술 개발 II - 부식 평가)

  • Park Kyo-Shik;Lee Jin-Han;Jo Young-Do;Park Jin-Hee
    • Journal of the Korean Institute of Gas
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    • v.7 no.2 s.19
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    • pp.1-6
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    • 2003
  • In this work, procedure evaluating failure modes such as pipe rupture, large scale leak, and small scale leak was suggested using equations to assess remaining strength by corrosion failure. Additionally, the method to predict probability of failure was suggested according to the aforementioned failure modes, and by combining data on corrosion rate, probability of long-term failure can be induced. This work will be very useful in predicting lifetime or exchanging period of pipeline.

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Flow Analysis within a Small Reverse Flow Cyclone

  • R. B Xiang;Lee, K. W.
    • Proceedings of the Korea Air Pollution Research Association Conference
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    • 2003.05b
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    • pp.277-278
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    • 2003
  • Cyclone separators are widely used for cleaning gas streams or for catalyst recovery. For many years, the complexity of the gas flow pattern in cyclones has been a matter of many experimental and theoretical work. At present, precise flow measurements have been performed by means of LDA and hot-wire anemometry (Patterson and Munz, 1996; Hoekstra et al., 1999; Peng et al., 2002). In the theoretical work, Computational fluid dynamics (CFD) codes are frequently employed for simulating cyclone gas-particle flows(Hoekstra et al., 1999). (omitted)

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Identification on Principle of Acoustic Wave Propagation in a Gas Duct (가스 파이프 내부의 음향 전파 특성에 관한 연구)

  • Kim, Min-Soo;Lee, Sang-Kwon
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2007.05a
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    • pp.1100-1105
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    • 2007
  • In the gas supply duct, the gas leakage caused by the impact of the construct equipment is serious problem. The identification of the impact position is an important issue and an engineering work. For the basic research of this problem, the principle studies for the acoustic wave propagation in a gas duct are proceeded in this paper. This principal work is based on the identification of the cut-off frequency associated with major modes of the gas duct theoretically and experimentally. The cut-off frequency is confirmed by STFT and cross-correlation function is used to identify the leakage position.

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Identification on Principle of Acoustic Wave Propagation Characteristics in a Gas Pipe (가스 배관 내부의 음파 전달 특성에 관한 연구)

  • Kim, Min-Soo;Lee, Sang-Kwon;Jang, Sang-Yup;Koh, Jae-Pil
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.18 no.8
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    • pp.797-804
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    • 2008
  • In the gas supply pipe, the gas leakage caused by the impact of the construct equipment is serious problem. The identification of the impact position is an important issue and an engineering work. For the basic research of this problem, the principle studies for the acoustic wave propagation in a gas pipe are proceeded in this paper. This principal work is based on the identification of the cut-off frequency associated with major modes of the gas pipe theoretically and experimentally The cut-off frequency is confirmed by STFT and cross-correlation function is used to identify the leakage position.

A study on the Development of Purge Burner for City Gas (도시가스용 퍼지 버너 개발에 관한 연구(II))

  • Lee, Hyun-Chan;You, Hyun-Seok;Lee, Joong-Seong
    • Proceedings of the KSME Conference
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    • 2000.04b
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    • pp.175-179
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    • 2000
  • A combustion project was completed regarding the development of a high-flow-rate purge burner in cooperation with three city gas companies(Pusan, Taegu, Samchulli). The project, started in May 1991, aimed at purging the line-packed-gas safely and quickly before getting into gas pipe working or relocation. According to the results, the purging noise is less than 80dB due to silencer screen. multi-nozzle and outlet inserted tube employed. In addition, the developed burner shows an increased work efficiency of 40-50% more as compared to the performance of conventional purge equipments. The project result is regarded as the first high-flow-rate purge burner developed within Korea. contributing to shortening purge hours, safe field work and easiness of purge site selection.

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Study on the Heat Treatment Characteristics and Mechanical Properties of Hot Work Tool Steel by Using Combined Heat Treating (복합열처리된 열간 가공용 금형공구강의 기계적 성질 및 열처리특성에 관한 연구)

  • Baek, S.D.;Roh, Y.S.;Choi, M.S.;Choi, J.W.;Lee, S.Y.
    • Journal of the Korean Society for Heat Treatment
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    • v.2 no.4
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    • pp.27-39
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    • 1989
  • The effect of gas mixing ratios during gas nitrocarburizing treatment on the formation of compound layer and the mechanical properties has been studied for hot work tool steel by using a combined heat treating technique. The thickness of compound and diffusion layers has been shown to grow as a parabolic relation with increasing the amount of ammonia at a given flow quantity of $CO_2$ gas. The compound layer consists mainly of ${\varepsilon}-Fe_3$(C, N) with small amounts of ${\gamma}^{\prime}-Fe_4N$ and ${\alpha}$-Fe. The combined heat treated hot work tool steel has shown that the thickness of compound layer increases with increasing nitrocarburizing time, but the rate of growth slows down as gas nitrocarburizing time goes more than two hours. Tensile properties have given a remarkable improvement. In particular, the wear resistance of combined heat treated hot work tool steel has exhibited an improvement of about 165% greater than that obtained from conventional quenching and multi-tempering treatments.

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Diode-Laser Absorption Sensors for measurement of combustion Gas (연소배기 가스의 계측을 위한 다이오드 레이저 센서)

  • Shin, Myung-Chul;Kim, Se-Won;Kim, Dong-Hyuck
    • Journal of the Korean Society of Combustion
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    • v.11 no.3
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    • pp.26-35
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    • 2006
  • This work forcus on the development of gas sensor that measure the concentrations of exhaust gas using diode laser, Each diode laser for exhaust gas measurement is set to work at near-IR using both DA and WMS methods. Also use of fiber-coupled optical elements makes such a sensor rugged and easy to align. The results showed that gas concentrations of $O_2$, CO, $CO_2$, NO are accurately measured within ${\pm}2%$ error. The application of WMS method increased the beam intensity 2-3 times higher than DA method. It were experimentally compared WMS (Wavelength Modulation Spectroscopy) with DA (Direct Absorption) for the accuracy.

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