• Title/Summary/Keyword: Actual State of operation

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Development of Artificial Intelligence Model for Outlet Temperature of Vaporizer (기화 설비의 토출 온도 예측을 위한 인공지능 모델 개발)

  • Lee, Sang-Hyun;Cho, Gi-Jung;Shin, Jong-Ho
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.44 no.2
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    • pp.85-92
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    • 2021
  • Ambient Air Vaporizer (AAV) is an essential facility in the process of generating natural gas that uses air in the atmosphere as a medium for heat exchange to vaporize liquid natural gas into gas-state gas. AAV is more economical and eco-friendly in that it uses less energy compared to the previously used Submerged vaporizer (SMV) and Open-rack vaporizer (ORV). However, AAV is not often applied to actual processes because it is heavily affected by external environments such as atmospheric temperature and humidity. With insufficient operational experience and facility operations that rely on the intuition of the operator, the actual operation of AAV is very inefficient. To address these challenges, this paper proposes an artificial intelligence-based model that can intelligent AAV operations based on operational big data. The proposed artificial intelligence model is used deep neural networks, and the superiority of the artificial intelligence model is verified through multiple regression analysis and comparison. In this paper, the proposed model simulates based on data collected from real-world processes and compared to existing data, showing a 48.8% decrease in power usage compared to previous data. The techniques proposed in this paper can be used to improve the energy efficiency of the current natural gas generation process, and can be applied to other processes in the future.

Characteristics of Energy Consumption in an Office Building located in Seoul (사무소건물의 용도 및 측정기간에 따른 에너지 소비 특성)

  • Park Byung-Yoon;Chung Kwang-Seop
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.17 no.1
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    • pp.82-87
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    • 2005
  • The purpose of this study is to suggest the characteristics and actual state of energy consumption by the analysis of energy consumption data in an office building. This study examines and analyzes daily and monthly energy consumption of an office building located in Seoul, Korea regarding type of load and business classification within a building. The results are as follows. 1) Energy consumption of office building for each type of load show similar consumption patterns, regardless of seasons such as cooling period and heating period. 2) Out of all annual energy consumption, consumption for lighting took about $43\;\%,$ general electric Power about $23\;\%,$ emergency power $25\;\%,$ computer center $5\;\%$ and cooling power $4\;\%,$ showing that the consumption for lighting was highest, and the percentage of energy consumption for cooling power for operation of cooling facilities took the lowest percentage. 3) Annual gas consumption used for heating and hot water supply were $38,\;36\;\%$ for officetel and office respectively, and $26\;\%$ for arcade. 4) Electricity consumptions used for cooling power for each use of building, office and officetel recorded in July and August of cooling seasons. Even though it shows different patterns for each month, energy consumption showed unique pattern throughout the cooling seasons.

ZVS-PWM Boost Chopper-Fed DC-DC Converter with Load-Side Auxiliary Edge Resonant Snubber and Its Performance Evaluations

  • Ogura, Koki;Chandhaket, Srawouth;Ahmed, Tarek;Nakaoka, Mutsuo
    • Journal of Power Electronics
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    • v.4 no.1
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    • pp.46-55
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    • 2004
  • This paper presents a high-frequency ZVS-PWM boost chopper-fed DC-DC converter with a single active auxiliary edge resonant snubber in the load-side which can be designed for power conditioners such as solar photovoltaic generation, fuel cell generation, battery and super capacitor energy storages. Its principle operation in steady-state is described in addition to a prototype setup. The experimental results of ZVS-PWM boost chopper-fed DC-DC converter proposed here, are evaluated and verified with a practical design model in terms of its switching voltage and current waveforms, the switching v-i trajectory, the temperature performance of IGBT module, the actual power conversion efficiency and the EMI of radiated and conducted emissions. And then discussed and compared with the hard switching scheme from an experimental point of view. Finally, this paper proposes a practical method to suppress parasitic oscillation due to the active auxiliary resonant switch at ZCS turn off mode transition with the aid of an additional lossless clamping diode loop, and reduced the EMI conducted emission in this paper.

Development of Aging Diagnosis Device Through Real-time Battery Internal Resistance Measurement

  • Kim, Sang-Bum;Lee, Sang-Hyun
    • International Journal of Internet, Broadcasting and Communication
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    • v.14 no.2
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    • pp.129-135
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    • 2022
  • Currently, the rapid growth of electric vehicles and the collection and disposal of waste batteries are becoming a social problem. The purpose of this paper is to propose a fast and efficient battery screening method through a safe inspection and storage method according to the collection and storage of waste batteries of electric vehicles. In addition, as the resistance inside the waste battery increases, an instantaneous voltage drop occurs, and there is a risk of overcharging and overdischarging compared to the initial state of the battery. Accordingly, there are great difficulties in operation, so the final goal of this study is to develop a device for diagnosing aging through real-time battery internal resistance measurement. Final result As a result of simulation of the internal resistance measurement test circuit through external impedance (AC), the actual simulation value was 0.05Ω, RS = Vrms / Irms => Vrms = 8.0036mV, Irms = 162.83Ma. Substitute the suggested method. The result was calculated as Rs = 0.0495Ω. It is possible to measure up to 64 impedances inside the aging diagnostic equipment that enables real-time monitoring of the developed battery cells, and the range can be changed according to the application method.

Thermal Conductivity Analysis of Heating Rollers for Cable Low Dust POD Production (저분진 케이블 POD 생산을 위한 히팅 롤러의 열전도 분석)

  • Song, Young-Jun;Lim, Jong-Hak;Byun, Young-il;Hong, Seong-Min;Jeong, Young-Hwan;Park, Jang-Yong;Song, Chul Ki
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.21 no.1
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    • pp.28-33
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    • 2022
  • The heating roller of an actual pulse output device (POD) production facility is composed of a steel roller and a rubber roller. The time to reach a specific temperature and the temperature distribution on the roller surface were analyzed and compared according to the change in the number of cartridge heaters inside the heating roller. In this analysis, a steady-state thermal analysis of a steel roller was performed for the cases of a 5-cartridge heater and 9-cartridge heater. Finite element analysis was applied with reference to the surface temperature data of the heating roller during operation and the calorific value of the cartridge heater. Using the 9-cartridge heater, faster target temperature achievement and more uniform temperature distribution were confirmed than for the 5-cartridge heater.

ZVS Operating Range Extension Method for High-Efficient High Frequency Linked ZVS-PWM DC-DC Power Converter

  • Sato S.;Moisseev S.;Nakaoka M.
    • Proceedings of the KIPE Conference
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    • 2003.07a
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    • pp.227-230
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    • 2003
  • In this paper, a full bridge edge-resonant zero voltage mode based soft-switching PWM DC-DC power converter with a high frequency center tapped transformer link stage is presented from a practical point of view. The power MOSFETS operating as synchronous rectifier devices are implemented in the rectifier center tapped stage to reduce conduction power losses and also to extend the transformer primary side power MOSFETS ZVS commutation area from the rated to zero-load without a requirement of a magnetizing current. The steady-state operation of this phase-shift PWM controlled power converter is described in comparison with a conventional ZVS phase-shift PWM DC-DC converter using the diodes rectifier. Moreover, the experimental results of the switching power losses analysis are evaluated and discussed in this paper. The practical effectiveness of the ZVS phase-shift PWM DC-DC power converter treated here is actually proved by using 2.5kW-32kHz breadboard circuit. An actual efficiency of this converter is estimated in experiment and is achieved as 97$\%$ at maximum.

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Series Capacitor Compensated Resonant High Frequency Inverter with ZCS-Pulse Density Modulation fey Induction Heating Fixing Roller in Copy Machine

  • Ahmed T.;Shirai H.;Gamage L.;Soshin K.;Nakaoka M.
    • Proceedings of the KIPE Conference
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    • 2003.07b
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    • pp.499-502
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    • 2003
  • This paper presents the voltage source type half bridge lossless auxiliary inductor snubber assisted series capacitor compensated resonant high frequency inverter for induction heated fixing roller in copy machines. This high-frequency inverter treated here can completely achieve zero current soft switching (ZCS) commutation for wide power regulation range under its constant frequency pulse density modulation (PDM) scheme. Its transient and steady-state operating principle is originally presented fur a constant frequency PDM control strategy under a ZCS operation commutation, together with its output effective power regulation characteristics-based on the PDM strategy. The experimental operating performances of this ZCS-PDM high frequency inverter using IGBTs are illustrated as compared with computer simulation ones. Its power losses and actual efficiency are evaluated and discussed on the basis of simulation and experimental results.

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A Study on the User Satisfaction of Cultural Programs of Public Library in Jeju Area (제주지역 공공도서관 문화프로그램 실태분석 및 이용자 만족도 연구)

  • Cho, In-Sook;Kim, Su-Hee
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.21 no.1
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    • pp.31-42
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    • 2010
  • To expand the cultural function of public libraries is a requisite for satisfying cultural needs and meet residents' diverse requirements of cultural welfare due to the improved level of income and the increased amount of leisure time. The purpose of this study is to conduct researches on the actual state of cultural programs operated by public libraries in Jeju Island and on cultural program users' satisfaction at public libraries, along with a survey with those in charge of the cultural programs to find out problems with operation of the programs and suggest localization and improvement of the cultural programs at public libraries in Jeju Island.

A study on the efficient management of the railway safety regulation which uses system engineering tools. (SE도구를 이용한 철도안전규정의 효율적 관리 방안)

  • Hong Seon-Ho;Wang Jong-Bae;Cho Yuen-Ok;Hong Yong-Ki;Park Ok-Jung
    • Proceedings of the KSR Conference
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    • 2004.10a
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    • pp.250-257
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    • 2004
  • Typical railway systems are composed of the various sub-systems, such as tracks, structures, electricity supplying systems, signal systems and vehicles. The roles of the sub-systems are clarified in the railway regulations in terms of their whole life cycle, as like design, operation and disposal stages. The regulations express clearly the basic specifications and requirements that need to accomplish their own performance and also state the standards and procedures for the normal operations and emergency conditions. In this paper the current railway regulation systems are analyzed and average revision periods are presented as the results of the analysis on revision history of railway safety regulations. This paper also presents the requirements for national safety standards based on Railway Safety Act and the necessity of application of system computer aided system engineering (CASE) tool for the improvement of legislation tasks. By exemplifying the cases of high speed rail system and Japanese cases that had developed softwares for supporing regulation revision management, the methodologies was studied for reconstruction of railway safety regulation system. As the results, it was presented such as the considerations for actual implementation and systematic safety regulation revision.

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An Experimental Study on the Heat Transfer Characteristics of a Grooved Heat Pipe for Solar Collector (그루브형 히트파이프를 갖는 이중진공관형 태양열 집열기의 열전달특성에 관한 실험적 연구)

  • Kim, Byoung-Gi;Chung, Kyung-Taek;Jang, Hwan-Young;Suh, Jeon-Se
    • Proceedings of the SAREK Conference
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    • 2006.06a
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    • pp.965-969
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    • 2006
  • This study investigated heat transfer characteristics between absorber and heat pipe used to extract heat from concentric evacuated tubular collectors. In order to experiment, T-type thermocouples are attached to a evaporator of heat pipe and absorber of inner tube. A wall temperature distribution of absorber and heat pipe were carried out by experimental method under actual various ir-radiance and outdoor conditions. As a result, As to increase an irradiance, a wall temperature of absorber and heat pipe is gradually increased. The heat pipe was required about 20min to obtain steady state operation after start up and operates stable during various irradiance conditions. And the collector efficiency was about $50{\sim}70%$ when a mass flow rate is about $1.3{\ell}/min$.

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