• 제목/요약/키워드: Power-Efficiency

검색결과 10,776건 처리시간 0.037초

머신러닝 앙상블을 활용한 공압기의 전력 효율 최적화 시뮬레이션 (Simulation for Power Efficiency Optimization of Air Compressor Using Machine Learning Ensemble)

  • 김주헌;장문수;최지은;허요섭;정현상;박소영
    • 한국산업융합학회 논문집
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    • 제26권6_3호
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    • pp.1205-1213
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    • 2023
  • This study delves into methods for enhancing the power efficiency of air compressor systems, with the primary objective of significantly impacting industrial energy consumption and environmental preservation. The paper scrutinizes Shinhan Airro Co., Ltd.'s power efficiency optimization technology and employs machine learning ensemble models to simulate power efficiency optimization. The results indicate that Shinhan Airro's optimization system led to a notable 23.5% increase in power efficiency. Nonetheless, the study's simulations, utilizing machine learning ensemble techniques, reveal the potential for a further 51.3% increase in power efficiency. By continually exploring and advancing these methodologies, this research introduces a practical approach for identifying optimization points through data-driven simulations using machine learning ensembles.

Evolutionary game theory-based power control for uplink NOMA

  • Riaz, Sidra;Kim, Jihwan;Park, Unsang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권6호
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    • pp.2697-2710
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    • 2018
  • Owing to the development of Internet of Things (IoT), the fifth-generation (5G) wireless communication is going to foresee a substantial increase of mobile traffic demand. Energy efficiency and spectral efficiency are the challenges in a 5G network. Non-orthogonal multiple access (NOMA) is a promising technique to increase the system efficiency by adaptive power control (PC) in a 5G network. This paper proposes an efficient PC scheme based on evolutionary game theory (EGT) model for uplink power-domain NOMA system. The proposed PC scheme allows users to adaptively adjusts their transmit power level in order to improve their payoffs or throughput which results in an increase of the system efficiency. In order to separate the user signals, a successive interference cancellation (SIC) receiver installed at the base station (BS) site. The simulation results demonstrate that the proposed EGT-based PC scheme outperforms the traditional game theory-based PC schemes and orthogonal multiple access (OMA) in terms of energy efficiency and spectral efficiency.

에너지 효율분석을 통한 DC 마이크로그리드의 타당성 검토 (A Feasibility Study on DC Microgrids Considering Energy Efficiency)

  • 유철희;정일엽;홍성수;채우규;김주용
    • 전기학회논문지
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    • 제60권9호
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    • pp.1674-1683
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    • 2011
  • More than 80% of electric loads need DC electricity rather than AC at the moment. If DC power could be supplied directly to the terminal loads, power conversion stages including rectifiers, converters, and power adapters can be reduced or simplified. Therefore, DC microgrids may be able to improve energy efficiency of power distribution systems. In addition, DC microgrids can increase the penetration level of renewable energy resources because many renewable energy resources such as solar photovoltaic(PV) generators, fuel cells, and batteries generate electric power in the form of DC power. The integration of the DC generators to AC electric power systems requires the power conversion circuits that may cause additional energy loss. This paper discusses the capability and feasibility of DC microgrids with regard to energy efficiency analysis through detailed dynamic simulation of DC and AC microgrids. The dynamic simulation models of DC and AC microgrids based on the Microgrid Test System in KEPCO Research Institute are described in detail. Through simulation studies on various conditions, this paper compares the energy efficiency and advantages of DC and AC microgrids.

낮은 드레인 전압을 가지는 13.56 MHz 고효율 Class E 전력증폭기 (13.56 MHz High Efficiency Class E Power Amplifier with Low Drain Voltage)

  • 이예린;정진호
    • 한국전자파학회논문지
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    • 제26권6호
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    • pp.593-596
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    • 2015
  • 본 논문은 무선전력전송 시스템에 활용할 수 있도록 낮은 드레인 전압에서 높은 효율을 가지는 class E 전력증폭기를 설계하였다. 붕괴전압이 40 V인 Si MOSFET을 이용하여 드레인 바이어스 전압이 12.5 V인 13.56 MHz 전력증폭기를 설계하였다. 출력 전력 및 효율을 개선하기 위하여 품질계수가 우수한 솔레노이드 인덕터를 제작하여 출력 정합회로에 사용하였다. 발진 방지와 간단한 회로 구성을 위하여 인덕터와 저항으로 입력 정합회로를 구성하였다. 측정 결과, 제작된 전력증폭기는 13.56 MHz에서 38.6 dBm의 출력전력과 16.6 dB의 전력이득, 그리고 89.3 %의 높은 전력부가효율을 보였다.

셀룰러 네트워크에서 D2D 통신을 고려한 에너지 효율성 분석 (Analysis of Energy Efficiency Considering Device-to-Device (D2D) Communications in Cellular Networks)

  • 정민채;최수용
    • 한국통신학회논문지
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    • 제38A권7호
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    • pp.571-579
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    • 2013
  • 본 논문은 셀룰러 네트워크에서 D2D (device-to-device) 통신을 고려한 시스템의 에너지 효율적인 모드 선택 기법 (mode selection) 및 파워 할당 기법 (power allocation)을 제안한다. 본 논문에서는 각 단말(device)의 에너지 효율성의 합 측면에서 에너지 효율성 (energy efficiency)을 분석한다. 먼저, 각 단말의 모든 가능한 모드에 대해 에너지 효율을 최대화하는 전송 파워를 계산한다. 제안하는 파워 할당 기법은 시스템 용량 측면에서 최적은 아니지만, 에너지 효율성 측면에서 최적의 성능을 보인다. 제안하는 전송 파워 할당 기법을 기반으로, 모든 가능한 모드에 대해 에너지 효율성을 구한다. 다음 단계로, 모든 가능한 모드 중에서 최대의 에너지 효율성을 갖는 모드를 구하며 동시에 해당 모드의 할당 전송 파워를 도출할 수 있다. 제안 기법은 에너지 효율성 측면에서 최적의 성능을 보이며, 기존 기법에 비해 월등한 성능을 보인다.

Robust Energy Efficiency Power Allocation for Uplink OFDM-Based Cognitive Radio Networks

  • Zuo, Jiakuo;Dao, Van Phuong;Bao, Yongqiang;Fang, Shiliang;Zhao, Li;Zou, Cairong
    • ETRI Journal
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    • 제36권3호
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    • pp.506-509
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    • 2014
  • This paper studies the energy efficiency power allocation for cognitive radio networks based on uplink orthogonal frequency-division multiplexing. The power allocation problem is intended to minimize the maximum energy efficiency measured by "Joule per bit" metric, under total power constraint and robust aggregate mutual interference power constraint. However, the above problem is non-convex. To make it solvable, an equivalent convex optimization problem is derived that can be solved by general fractional programming. Then, a robust energy efficiency power allocation scheme is presented. Simulation results corroborate the effectiveness of the proposed methods.

구동회로를 고려한 스위치드 릴럭턴스 전동기의 극호와 스위칭 조건에 따른 역율과 효율 특성 (Characteristic of efficiency and powerfactor according to condition by polearcs and switching an91e for switched reluctance motor considering driving circuits)

  • 박종원;김윤현;최재학;이주;김석태;김영태
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2001년도 하계학술대회 논문집 B
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    • pp.702-704
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    • 2001
  • This paper investigates efficiency and power factor of Switched Reluctance Motor (SRM) using Finite Element Method considered driving circuit. The efficiency and power factor are calculated in Input terminal and Output terminal respectively. When calculating power factor, apparent power is obtained by effective voltage and current because SRM is operated by switching of driving circuit. Efficiency is calculated by mechanical output and active power. Finally, the characteristics of efficiency and power factor in three proposed models are compared due to the switching pattern.

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Efficiency Improvement of HBT Class E Power Amplifier by Tuning-out Input Capacitance

  • Kim, Ki-Young;Kim, Ji-Hoon;Park, Chul-Soon
    • JSTS:Journal of Semiconductor Technology and Science
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    • 제7권4호
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    • pp.274-280
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    • 2007
  • This paper demonstrates an efficiency improvement of the class E power amplifier (PA) by tuning-out the input capacitance ($C_{IN}$) of the power HBT with a shunt inductance. In order to obtain high output power, the PA needs the large emitter size of a transistor. The larger the emitter size, the higher the parasitic capacitance. The parasitic $C_{IN}$ affects the distortion of the voltage signal at the base node and changes the duty cycle to decrease the PA's efficiency. Adopting the L-C resonance, we obtain a remarkable efficiency improvement of as much as 7%. This PA exhibits output power of 29 dBm and collector efficiency of 71% at 1.9 GHz.

자기공진방식의 무선전력전송 시스템에서 공진 중계기 적용 여부에 따른 전력전송 효율 분석 (Analysis of the Efficiency According to Resonant Repeater Application in Magnetic Resonant Wireless Power Transfer System)

  • 백승명;김동은;손진근
    • 전기학회논문지P
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    • 제67권4호
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    • pp.221-226
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    • 2018
  • In this paper, the power transfer efficiency analysis based on the resonant repeater in a magnetic resonance wireless power transfer system is proposed. The efficiency of the magnetic resonance method was verified by comparing the general frequency with the resonance frequency. The resonance repeater was arranged to increase the efficiency and increase the transfer distance. When using resonant repeaters, the maximum efficiency increase is about 36.23[%] and the transfer distance was extended to more than 20[cm]. Through this study, confirmed the effect of using resonance repeaters in wireless power transfer system. As a result, it can be expected that the overall technology related to wireless power transfer system will be more valuable for energy-IT technology.

반사판을 이용한 태양광발전시스템 실증연구 (Demonstration Research of Photovoltaic System with Solar Reflectors)

  • 김용식;강기환;심상용;이후락;이진섭;홍진기
    • 한국태양에너지학회 논문집
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    • 제29권1호
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    • pp.64-69
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    • 2009
  • This paper aims at enhancing the electric production efficiency of photovoltaic(PV) system. The electrical power of PV system is proportional to light intensity on a PV module surface. In this paper, we apply two types of systems to enhance power generation efficiency. First, of all, concentring sunlight using specular surface and one-axis tracking system which traces the sun with vertical direction are applied in this project. From this, we analyze the fixed type method and power generation efficiency.