• 제목/요약/키워드: Remaining capacity

검색결과 212건 처리시간 0.019초

소형저장탱크의 가스발생능력에 관한 연구 (A Study on the Prediction of the Maximum Evaporation Rates from LPG Storage Tanks)

  • 이경식;유광수;조영도;박교식
    • 한국가스학회지
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    • 제10권1호
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    • pp.7-12
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    • 2006
  • 소형저장탱크를 이용한 벌크공급시스템은 LP가스의 공급이 중단되거나 공급량이 부족하지 않도록 LP가스 사용가구의 최대가스소비량을 초과하는 가스량을 발생시켜 공급할 수 있어야 한다. 이때 벌크공급시스템에서 공급할 수 있는 가스량은 소형저장탱크의 가스발생능력이 되며, 소형저장탱크의 선정기준이 된다. 현재 우리나라는 소형저장탱크의 충전량, 연속사용시간 등에 따른 가스발생능력 산정기준이 없어 LP가스 사용가구수에 대하여 적합한 소형저장탱크의 선정이 어려운 상태로서 소형저장탱크의 원활한 보급에 문제가 되고 있다. 본 연구는 소형저장탱크의 선정기준이 되는 가스발생능력을 충전량, 외기온도, 연속사용시간 및 충전조성 등에 따라 산정하여 제시하고자 한다.

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전력산업 구조개편에 대비한 적정 TRM 및 ATC 결정에 관한 연구 (A Study of TRM and ATC Determination for Electricity Market Restructuring)

  • 이효상;최진규;신동준;김진오
    • 대한전기학회논문지:전력기술부문A
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    • 제53권3호
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    • pp.129-134
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    • 2004
  • The Available Transfer Capability (ATC) is defined as the measure of the transfer capability remaining in the physical transmission network for further commercial activity above already committed uses. The ATC determination s related with Total Transfer Capability (TTC) and two reliability margins-Transmission Reliability Capability (TRM) and Capacity Benefit Margin(CBM) The TRM is the component of ATC that accounts for uncertainties and safety margins. Also the TRM is the amount of transmission capability necessary to ensure that the interconnected network is secure under a reasonable range of uncertainties in system conditions. The CBM is the translation of generator capacity reserve margin determined by the Load Serving Entities. This paper describes a method for determining the TTC and TRM to calculate the ATC in the Bulk power system (HL II). TTC and TRM are calculated using Power Transfer Distribution Factor (PTDF). PTDF is implemented to find generation quantifies without violating system security and to identify the most limiting facilities in determining the network’s TTC. Reactive power is also considered to more accurate TTC calculation. TRM is calculated by alternative cases. CBM is calculated by LOLE. This paper compares ATC and TRM using suggested PTDF with using CPF. The method is illustrated using the IEEE 24 bus RTS (MRTS) in case study.

딥러닝을 이용한 리튬이온 배터리 잔여 유효수명 예측 (Deep Learning Approaches to RUL Prediction of Lithium-ion Batteries)

  • 정상진;허장욱
    • 한국기계가공학회지
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    • 제19권12호
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    • pp.21-27
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    • 2020
  • Lithium-ion batteries are the heart of energy-storing devices and electric vehicles. Owing to their superior qualities, such as high capacity and energy efficiency, they have become quite popular, resulting in an increased demand for failure/damage prevention and useable life maximization. To prevent failure in Lithium-ion batteries, improve their reliability, and ensure productivity, prognosticative measures such as condition monitoring through sensors, condition assessment for failure detection, and remaining useful life prediction through data-driven prognostics and health management approaches have become important topics for research. In this study, the residual useful life of Lithium-ion batteries was predicted using two efficient artificial recurrent neural networks-ong short-term memory (LSTM) and gated recurrent unit (GRU). The proposed approaches were compared for prognostics accuracy and cost-efficiency. It was determined that LSTM showed slightly higher accuracy, whereas GRUs have a computational advantage.

Power Allocation and Mode Selection in Unmanned Aerial Vehicle Relay Based Wireless Networks

  • Zeng, Qian;Huangfu, Wei;Liu, Tong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권2호
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    • pp.711-732
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    • 2019
  • Many unmanned aerial vehicle (UAV) applications have been employed for performing data collection in facilitating tasks such as surveillance and monitoring objectives in remote and dangerous environments. In light of the fact that most of the existing UAV relaying applications operate in conventional half-duplex (HD) mode, a full-duplex (FD) based UAV relay aided wireless network is investigated, in which the UAV relay helps forwarding information from the source (S) node to the destination (D). Since the activated UAV relays are always floating and flying in the air, its channel state information (CSI) as well as channel capacity is a time-variant parameter. Considering decode-and-forward (DF) relaying protocol in UAV relays, the cooperative relaying channel capacity is constrained by the relatively weaker one (i.e. in terms of signal-to-noise ratio (SNR) or signal-to-interference-plus-noise ratio (SINR)) between S-to-relay and relay-to-D links. The channel capacity can be optimized by adaptively optimizing the transmit power of S and/or UAV relay. Furthermore, a hybrid HD/FD mode is enabled in the proposed UAV relays for adaptively optimizing the channel utilization subject to the instantaneous CSI and/or remaining self-interference (SI) levels. Numerical results show that the channel capacity of the proposed UAV relay aided wireless networks can be maximized by adaptively responding to the influence of various real-time factors.

충전 전압 특성을 이용한 리튬 이온 배터리의 잔존 수명 예측 (Remaining Useful Life Prediction of Li-Ion Battery Based on Charge Voltage Characteristics)

  • 심성흠;강진혁;안다운;김선일;김진영;최주호
    • 대한기계학회논문집B
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    • 제37권4호
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    • pp.313-322
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    • 2013
  • 배터리는 최근 여러 분야에서 중요한 에너지원 역할을 하고 있는데, 사용 중 충방전을 거듭하면 용량이 점차 저하되며 초기 대비 80% 이하로 떨어지면 고장으로 간주되므로, 이를 예측하기 위한 수명 예측 기법이 활발히 개발되고 있다. 본 연구에서는 사용중인 배터리에 대해 충전곡선 기울기를 이용하여 배터리의 용량을 평가하고 이를 바탕으로 잔존수명을 예측하는 새로운 방법을 제안하였다. 이 과정에서 발생하는 여러 불확실성을 고려하기 위해 베이지안 접근법에 기반한 파티클 필터 방법을 활용하였고 그 결과 잔존수명을 확률분포로 구하였다. 개발된 방법을 미국 NASA Ames 연구소와 본 연구실에서 직접 수행한 배터리 충방전 시험 데이터에 대해 각각 적용한 결과 충전곡선 기울기가 용량 열화를 잘 나타내며 파티클 필터로 예측된 잔존수명 신뢰구간은 실제 수명을 잘 포함함을 확인할 수 있었다.

부위가 다른 감귤의 섭취가 노령흰쥐의 항산화능 및 DNA손상에 미치는 영향 (Effects of Different Mandarin Formulations on Antioxidative Capacity and Oxidative DNA Damage in Fifteen-Month Aged Rats)

  • 김지혜;권상희;김자경;김미경
    • Journal of Nutrition and Health
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    • 제39권7호
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    • pp.610-616
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    • 2006
  • This study was performed to investigate the effect of whole mandarin, peel or pulp intake of Citrus unshiu Marc. on antioxidative capacity and oxidative DNA damage in fifteen-month aged rats. Forty-eight male Sprague-Dawley rats $(621.9\;{\pm}\;10.1\;g)$ were blocked into four groups according to their body weights as control group, whole mandarin powder group, mandarin peel powder group and mandarin pulp powder group. Rats were raised with diets containing 5% (w/w) freeze dried mandarin formulations for four weeks. Total polyphenol content and total antioxidant status (TAS) of mandarin formulations were highest in peel powder, followed by whole powder and then pulp powder. The 8-hydroxy2'-deoxyguanosine concentrations of kidney in all mandarin groups were significantly lower than that of control group, and that of mandarin peel group was much lower than whole powder and pulp groups. Plasma TAS levels of all the experimental groups were higher than that of control group, and among mandarin groups, peel group showed higher level than remaining two groups. In conclusion, all the mandarin formulations were effective on antioxidative capacity in fifteen-month aged rats, and the peel was most effective one among three formulations.

Strength prediction of corrosion reinforced concrete columns strengthened with concrete filled steel tube under axial compression

  • Liang, Hongjun;Jiang, Yanju;Lu, Yiyan;Hu, Jiyue
    • Steel and Composite Structures
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    • 제37권4호
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    • pp.481-492
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    • 2020
  • Twenty-two corrosion-damaged columns were simulated through accelerated steel corrosion tests. Eight specimens were directly tested to failure under axial load, and the remaining specimens were tested after concrete-filled steel tube (CFST) strengthening. This study aimed to investigate the damage of RC columns after corrosion and their restoration and enhancement after strengthening. The research parameters included different corrosion degrees of RC columns, diameter-to-thickness ratio of steel tube and the strengthening concrete strength. Experimental results showed that CFST strengthening method could change the failure mode of corrosion-damaged RC columns from brittleness to ductility. In addition to the bearing capacity provided by the strengthening materials, it can also provide an extra 26.7% amplification because of the effective confinement provided by steel tubes. The influence of corrosion on reinforcement and concrete was quantitatively analysed and considered in the design formula. The proposed formula accurately predicted the bearing capacity of the strengthened columns with a maximum error of only 7.68%.

Infiltration characteristics and hydraulic conductivity of weathered unsaturated soils

  • Song, Young-Suk;Hong, Seongwon
    • Geomechanics and Engineering
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    • 제22권2호
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    • pp.153-163
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    • 2020
  • Laboratory experiments were conducted with two different soil conditions to investigate rainfall infiltration characteristics. The soil layer materials that were tested were weathered granite soil and weathered gneiss soil. Artificial rainfall of 80 mm/hr was reproduced through the use of a rainfall device, and the volumetric water content and matric suction were measured. In the case of the granite soil, the saturation velocity and the moving direction of the wetting front were fast and upward, respectively, whereas in the case of the weathered gneiss soil, the velocity and direction were slow and downward, respectively. Rainfall penetrated and saturated from the bottom to the top as the hydraulic conductivity of the granite soil was higher than the infiltration capacity of the artificial rainfall. In contrast, as the hydraulic conductivity of the gneiss soil was lower than the infiltration capacity of the rainfall, ponding occurred on the surface: part of the rainfall first infiltrated, with the remaining rainfall subsequently flowing out. The unsaturated hydraulic conductivity function of weathered soils was determined and analyzed with matric suction and the effective degree of saturation.

인간 감각 정보를 위한 평생 기억용량 평가 (Estimation of Lifetime Data Storage Capacity for Human Senses)

  • 유영갑;송영준;김동우
    • 한국콘텐츠학회논문지
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    • 제9권1호
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    • pp.23-29
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    • 2009
  • 본 논문은 일생동안 한 개인이 느끼는 오감 정보를 모두 저장하는 데 필요한 기억 용량을 분석하고 저장공간을 추정하였다. 추정된 저장 공간은 현대 압축 기술을 사용하였고, 오감 정보는 입거나 이식 가능한 유비쿼터스 환경하에서 얻어지는 센싱 정보이다. 저장 공간의 약 76%가 일반 텔레비젼 수준의 화질인 비디오 시각 정보를 저장하는 데 사용되고 저장 공간의 나머지 부분은 인덱스 정보를 포함하는 음성, 미각, 후각, 촉각 정보를 저장한다. 한 개인의 태아기를 포함한 일생 동안, 약 100년간의 데이터 저장에는 약 600 tera bytes의 저장 용량이 필요한 것으로 분석되었다.

다중 안테나를 사용하는 인지무선 시스템에서 가중치 precoder를 통한 간섭 제거 기법 (The Interference Nulling using Weighted Precoding in the MIMO Cognitive Radio System)

  • 이선영;손성환;장성진;김재명
    • 한국통신학회논문지
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    • 제35권8A호
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    • pp.768-776
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    • 2010
  • 본 논문에서는 다중 안테나를 사용하는 인지무선 시스템과 허가된 사용자(주사용자)가 공존하는 환경을 고려한다. 여기에서 부사용자 송신기는 직교 시공간 부호(OSTBC)를 사용하고 수신기는 Maximum Likelihood(ML) 검출 방식을 사용한다. Flat 페이딩 채널에서 ML 검출기를 사용할 경우, 최적의 precoder는 고유 빔포밍 방법이다. 본 논문에서는 벡터의 유사성에 기반한 가중치를 적용하여 간섭을 최소화하는 선형 precoding 알고리즘을 제안한다. 시뮬레이션 결과를 통해 제안된 알고리즘이 기존의 ZF(Zero-forcing) 빔포밍보다 최소 2~8dB 우수한 간섭억압 능력을 보여 우수한 SER 성능과 최대 8bps/Hz의 Capacity 증가를 보이는 것으로 나타났다.