• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권12호
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• pp.5898-5916
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• 2018

In this paper, the downlink performance of multi-cell distributed antenna systems (DAS) with a single user in each cell is investigated. Assuming the channel state information is available at the transmitter, four transmission modes are formulated as combinations of remote antenna units (RAUs) selection and cooperative transmission, namely, non-cooperative transmission without RAU selection (NCT), cooperative transmission without RAU selection (CT), non-cooperative transmission with RAU selection (NCT_RAUS), and cooperative transmission with RAU selection (CT_RAUS). By using probability theory, the cumulative distribution function (CDF) of a user's signal to interference plus noise ratio (SINR) and the system ergodic capacity under the above four modes are determined, and their closed-form expressions are obtained. Furthermore, the system energy efficiency (EE) is studied by introducing a realistic power consumption model of DAS. An expression for determining EE is formulated, and the closed-form tradeoff relationship between spectral efficiency (SE) and EE is derived as well. Simulation results demonstrate their consistency with the theoretical analysis and reveal the factors constraining system EE, which provide a scientific basis for future design and optimization of DAS.

• Journal of Electrochemical Science and Technology
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• 제13권2호
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• pp.261-268
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• 2022

In this study, electrochemical treatment of urban wastewater with electrical conductivity of 1000 μS cm^-1 and chemical oxygen demand of 250 mg L^-1 was investigated using the variables of initial pH value, current density and flow rate. Electrocoagulation was used, in which aluminum and stainless steel were selected, as the electrochemical treatment process. The electrocoagulation process was operated in continuous mode. The data obtained in experimental studies show that the best COD removal efficiency occurred in experiments where the initial pH value was 6. The increase in current density from 5 A to 15 A decreased the removal efficiency from 79 to 67%. The increase in flow rate under constant current density also reduced the efficiency of removal as expected. In experiments in which current density and flow rate were examined together, the increase in flow rate allowed the application of higher current densities. This situation led to considerable reductions in energy consumption values, even if the COD removal efficiency did not significantly increase. The high COD removal obtained with the use of high flow rate and high current density indicates that the electrocoagulation process can be used for high flow rate municipal wastewater treatment.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권1호
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• pp.413-435
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• 2018

Although the accuracy of handwritten character recognition based on deep networks has been shown to be superior to that of the traditional method, the use of an overly deep network significantly increases time consumption during parameter training. For this reason, this paper took the training time and recognition accuracy into consideration and proposed a novel handwritten character recognition algorithm with newly designed network structure, which is based on an extended nonlinear kernel residual network. This network is a non-extremely deep network, and its main design is as follows:(1) Design of an unsupervised apriori algorithm for intra-class clustering, making the subsequent network training more pertinent; (2) presentation of an intermediate convolution model with a pre-processed width level of 2;(3) presentation of a composite residual structure that designs a multi-level quick link; and (4) addition of a Dropout layer after the parameter optimization. The algorithm shows superior results on MNIST and SVHN dataset, which are two character benchmark recognition datasets, and achieves better recognition accuracy and higher recognition efficiency than other deep structures with the same number of layers.

• 전기학회논문지
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• 제60권7호
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• pp.1339-1346
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• 2011

This paper is developed to demand management scenario of energy consumption efficiency improvement, electricity generation efficiency improvement, network efficiency improvement, change of distribution ratio, movement of energy source, change of heating system, put of CHP to quantitatively assess to impact on energy use of demand management at the national level. This scenario can be applied Energy System Management model was developed based on Energy Balance Flow. In addition, effect analysis through built demand management scenario was quantitatively evaluated integrated demand management effectiveness of energy cost saving, CO2 emission reduction and energy savings of national level by calculating to primary energy source usage change in terms of integration demand management effect more often than not a single energy source separated electricity, heat and gas.

• 한국통신학회논문지
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• 제33권3B호
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• pp.135-143
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• 2008

본 논문은 CSMA/CA 경쟁방식 프로토콜을 사용하는 무선 PAN(WPAN: Wireless Personal Area Network)을 위해 QoS를 보장하고 에너지 효율적인 전송을 위한 방법을 제안한다. WPAN 장치들은 제한된 배터리 용량의 전지로 동작하기 때문에 에너지 소모는 WPAN 시스템에서 가장 중요한 문제 중의 하나이다. 따라서 WPAN이 경쟁기반 MAC 프로토콜을 사용할 경우 독립적 채널 접근 시도에 의한 충돌로 인하여 에너지 소모 문제는 더 중요하다. 본 논문에서는 에너지 소모를 최소화하면서 QoS를 보장하기 위해 최적의 fragment 크기, 변조 수준과 전송 전력을 선택하는 알고리즘을 제안한다. 제안한 알고리즘에 대한 성능평가를 수행하여 개선정도를 시뮬레이션 결과에 제시하였다.

• 한국태양에너지학회 논문집
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• 제22권3호
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• pp.1-10
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• 2002

Relatively being economical in installation and easy in operation, hot-air heating system has been generally used in greenhouse for heating system regardless of high cost in maintenance and uneven distribution of air temperature. Therefore to overcome the disadvantages in maintenance and in distribution of air temperature and to improve efficiency of heating system, this experimental study is performed. This experimental study aims to improve the character of uneven temperature distribution in vertical direction and to reduce energy consumption for heating in a greenhouse. The experiment had been performed to investigate change of thermal environment and effects on reducing energy consumption for heating in greenhouse by additional surface insulation and reduction of indoor-air volume that come by installing transparent vinyl membranes with different height in each house. The results show that there is a wide difference in oil-energy consumption between houses according to condition of surface insulation and change of indoor-air volume. Furthermore, the results show that the efficiency of dual surface is higher than that of change of indoor-air volume in terms of energy saving.

• 한국정보통신학회:학술대회논문집
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• 한국해양정보통신학회 2007년도 춘계종합학술대회
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• pp.401-405
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• 2007

센서네트워크에서 효율적인 에너지사용에 관한 클러스터 기반 라우팅 프로토콜이 다양하게 연구되고 있다. 하지만 기존의 클러스터 기반의 라우팅 프로토콜은 클러스터 재구성에 있어 센서 노드들의 불균형적인 에너지 소비문제와 클러스터 헤더를 선정함에 있어 헤더 노드와 싱크 노드가 멀리 떨어져 있을 때 연결이 제대로 이루어지지 않는다는 문제점이 있다. 본 논문에서는 클러스터의 재분할과 헤더 노드의 멀티 홉 전송방식을 제시한다. 클러스터 재분할은 기존의 클러스터를 소규모의 클러스터로 재분할하는 방식이고, 멀티 홉 전송방식은 헤더 노드들 사이의 중계전송에 관한 방식이다. 시뮬레이션을 통하여 제시한 라우팅 기법이 균등한 에너지 소비와 에너지 효율성에 있어서 기존의 라우팅 기법보다 우수함을 보인다.

• 한국철도학회:학술대회논문집
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• 한국철도학회 2009년도 춘계학술대회 논문집
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• pp.612-618
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• 2009

Recently the roles of railways about the prevention of global warming caused by greenhouse gases and for low carbon green growth are larger than ever. And the railroad-related research institutions have been active in researching for energy conservation. Especially the urban railroad has been emerged as the best means of transportation compared to the general public transportation systems in punctuality, stability, ecology and etc. In operating the urban railroad system there are various ways for energy savings. In the larger category, One is the hardware aspect according to the structure of the vehicle and the development of control systems. The other is the software aspect which efficient train operation can be made through control of driving patterns and driving diagram. In this paper, there is sense to analyze the result in verifying expectation relation with variable and the use of electric power on this after selecting main variables that can influence to the energy of the train operation in the software aspect. First, after collecting the basic data related to operation(train speed, operating hours, power consumption, the position of stopping station, electrical power system etc.) and according to this, investigating the consumption of the energy of the operation, in the side of energy consumption deducing and analyzing problem, this will be found solutions.

• 소프트웨어공학소사이어티 논문지
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• 제26권3호
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• pp.53-62
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• 2013

스마트 디바이스의 보급과 함께 컨텍스트 인지 애플리케이션에 대한 수요가 증가하는 추세이다. 하지만, 센서를 통한 컨텍스트의 수집은 추가적인 배터리 소비가 요구된다. 이것은 제한된 배터리 수명을 가진 모바일 디바이스에서 다수의 컨텍스트 인지 애플리케이션을 구동하는데 큰 제약사항이 된다. 그러므로 에너지 효율적인 컨텍스트 모니터링 기법이 요구된다. 본 논문에서는 안드로이드 디바이스에서 가능한 네 가지 컨텍스트 모니터링 기법을 제시하고, 각 기법 간의 에너지 소모량을 분석하여 적합한 적용 지침을 제안한다. 본 논문에서 제안된 기법을 컨텍스트 모니터링 애플리케이션에 적용하면 컨텍스트 모니터링에 소비되는 에너지 소모량을 효과적으로 감소시킬 수 있다. 제안된 기법을 검증하기 위해 적용하여 사용자 행동 인지 애플리케이션을 개발하여 각 기법에 대한 에너지 소모량을 정량적으로 비교한다.

• KIEAE Journal
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• 제17권2호
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• pp.29-34
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• 2017

Purpose: Recently, significant heat loss through the window takes place in buildings. Nevertheless, there exists little literature concerning the exterior horizontal shading devices and the design criteria are not clearly settled yet. Applying the exterior horizontal shading devices is more efficient as compared to the interior shading devices in that solar radiation can be directly blocked before passing through the window or the envelope. The purpose of this study is to reduce the internal load by designing the exterior horizontal shading devices and verify the degree of reduction in energy consumption. Method: This study aims to reduce energy consumption in cooling and heating through proposing proper length and shape of the exterior horizontal shading devices in public buildings. In the process, actual energy data and the Design Builder simulation program are utilized. In addition, economic aspect is considered to figure out the optimal length of the exterior horizontal shading devices that maximizes efficiency. Result: As a result, the proper length and shape of the exterior horizontal shading devices are provided as follows: 1) Energy consumption in cooling and heating is minimized when the exterior horizontal shading devices are designed as 0.5m*2. 2) Electricity bill is the lowest when the exterior horizontal shading devices are designed as 3.3m*2. The gap between maximum and minimum electricity bill is about 7.8~14%.