• International journal of advanced smart convergence
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• 제11권3호
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• pp.72-78
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• 2022

The aim of this research is to improve the effectiveness of digital media advertising because current advertisements -in digital signage - indiscriminately appeals to the general public rather than to a specific target. In order to deliver efficient and customized advertisement information, an IoT human body detection sensor mounted on digital signage detected human faces and then classified them firstly by gender. The digital signage here is a smart digital signage that can analyze facial signals, discriminate them based on patterns, and apply the extracted data by displaying the corresponding information to the user. In addition, by identifying the customer's location approaching the smart digital signage and displaying the optimized content information for the customer's location through an algorithm, the digital signage can dramatize the advertisement Thus, this is a study meant forimproving information efficiency while reducing noise and driving power waste generated from unnecessary digital information reproduction.

• 대한임베디드공학회논문지
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• 제17권4호
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• pp.229-237
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• 2022

Motion recognition is very useful for implementing an intuitive HMI (Human-Machine Interface). In particular, hands are the body parts that can move most precisely with relatively small portion of energy. Thus hand motion has been used as an efficient communication interface with other persons or machines. In this paper, we design and implement a light-weight ANN (Artificial Neural Network)-based hand motion recognition using a state-of-the-art flex sensor. The proposed design consists of data collection from a wearable flex sensor, preprocessing filters, and a light-weight NN (Neural Network) classifier. For verifying the performance and functionality of the proposed design, we implement it on a low-end embedded device. Finally, our experiments and prototype implementation demonstrate that the accuracy of the proposed hand motion recognition achieves up to 98.7%.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2011년도 춘계학술발표대회
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• pp.149-151
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• 2011

모바일 단말에서 소프트웨어의 기능을 구현할 때, 배터리 소모를 최소화 시키는 것이 매우 중요하다. 본 연구에서는 모바일 단말에서 파일 전송을 수행함에 있어서 에너지 효율적으로 처리하는 기법을 제안한다. 주요 아이디어는 클라이언트 부분에서 전송하려는 파일을 128Kbyte 크기의 블록으로 나누고 CRC64를 사용하여 블록의 해시를 서버로 보내 블록을 전송할 지 결정한다. 보내고자 하는 블록이 서버에 있는 크기만큼 대역폭을 줄이면서 모바일 단말의 에너지 소모를 줄이는 것이다. 실험 결과 5% 이상의 중복율을 가지는 파일에 대해서 제안하는 기법이 배터리 소모를 크게 줄일 수 있음을 보였다.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2011년도 제42회 하계학술대회
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• pp.1400-1401
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• 2011

RPS(Renewable Portfolio Standard) recently with the introduction of a new solar power development as the market expands, land shortage of solar power as an alternative site for installing solar water development has emerged. Solar water dams, reservoirs and water by taking advantage of available solar power development a new concept of private forest land in a way does not involve destruction of the forest land and water resources through efficient use of environmentally friendly energy production and water quality improvement There are a variety of benefits. This paper won the nation's first solar power to enforce the selection of the optimal location for solar power's award for planning theory and research techniques are intended to establish. Award of the solar system through the analysis of a few research-related materials and renewable energy systems project implementation process to establish an initial investigation techniques as well as the existing dam located about fitness will be assessed. In this study, solar water conducting business in the current analysis with considerable planning and installation of solar installation for the economic and environmental cost of the evaluation period and is expected to be able to give you one.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2002년도 ITC-CSCC -2
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• pp.1165-1168
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• 2002

Knowledge acquisition is the process that extracts the required knowledge from available sources, such as experts, textbooks and databases, for incorporation into a knowledge-based system. Knowledge acquisition is described as the first step in building expert systems and a major bottleneck in the efficient development and application of effective knowledge based expert systems. One cause of the problem is that the process of human reasoning we need to understand for knowledge-based system development is not available for direct observation. Moreover, the expertise of interest is typically not reportable due to the compilation of knowledge which results from extensive practice in a domain of problem solving activity. This is also a problem of modeling knowledge, which has been described as not a problem of accessing and translating what is known, but the familiar scientific and engineering problem of formalizing models for the first time. And this formalization process is especially difficult for knowledge engineers who are often faced with the difficult task of creating a knowledge model of a domain unfamiliar to them. In this paper, we propose an automated knowledge acquisition tool which is based on an implementation of the Inferential Modeling Technique. The Inferential Modeling Technique is derived from the Inferential Model which is a domain-independent categorization of knowledge types and inferences ［Chan 1992］. The model can serve as a template of the types of knowledge in a knowledge model of any domain.

• 전자공학회논문지
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• 제53권1호
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• pp.145-152
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• 2016

전통적인 조명이 고효율 LED(Light Emitting Diode)로 빠르게 대체되고, 에너지 효율의 극대화를 위한 다양하고 효과적인 조명 제어 기술이 요구되고 있다. 본 논문에서는 LAN(Local Area Network)과 PAN(Personal Area Network) 기반의 유무선 통신기술을 이용하여 다양한 방법으로 LED 조명을 제어 할 수 있는 조명 제어 장치를 설계하고 구현한다. 구현된 장치는 조명 설치의 복잡한 배선 작업과 설치 작업 비용을 절감하고, 필요한 곳만 선택적으로 자동 또는 수동으로 조명을 제어할 수 있도록 제어 장치를 설계하여 전력 소비량을 최소화할 수 있다. 실험을 통해 개발된 LED 조명 제어 장치의 기능이 정상적으로 동작함을 확인하였다.

• 풍력에너지저널
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• 제14권3호
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• pp.100-108
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• 2023

The aim of this study is to develop guidelines for predicting interference between drones and wakes during non-destructive blade inspections in wind power systems. The wake generated by wind towers and blades can affect the stability of drone flights, necessitating the establishment of guidelines to ensure safe and efficient inspections. In order to predict the interference between drones and blades, environmental variables must be considered, including quantification of turbulence intensity in the wake generated by the tower and blades, as well as determining the appropriate distance between the drone and the tower/blades for flight stability. To achieve this, computational fluid dynamics (CFD) analysis was performed using cross-sectional geometries corresponding to the main wind turbine blade and tower span locations. Based on the CFD analysis results, a safe flight path for drones is proposed, which minimizes the risk of collision and interference with towers and blades during maintenance operations of wind power systems. Implementation of the proposed guidelines is expected to enhance the safety and efficiency of maintenance work.

• 한국통신학회논문지
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• 제37C권12호
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• pp.1222-1229
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• 2012

가정 및 빌딩에서의 에너지 소비 절감 및 효율 향상을 위한 에너지 절감 시스템(ESS)의 새로운 구조와 기능 요구사항을 정의하는 신규 국제표준 제안서를 2009년에 IEC TC 100에 제안하고 최종 IEC PT 62654라는 신규 프로젝트로 채택이 되었다. 최근 표준 발간을 위한 최종 투표에서 만장일치로 통과함에 따라 2012년 8월 IEC TS 62654 규격이 발간되었다. 표준의 검증을 위해 ESS 서버, ESS 클라이언트, 휴대용 ESS 터미널로 구성되는 ESS 시스템의 프로토타입을 표준화 과정과 병행하여 구현하였으며, 또한 ESS 서버와 클라이언트간 통신을 위한 EPCM 프로토콜을 구현하였다. EPCM 프로토콜은 ESS 네트워크의 자동 구성, 전력 소비 모니터링, 원격 전원 제어 및 지능적인 에너지 절감 서비스를 위한 부가 기능들을 지원한다.

• Smart Structures and Systems
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• 제30권3호
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• pp.221-237
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• 2022

This paper is concerned with nonlinear modeling and efficient numerical simulation of electrostrictive materials and structures. Two types of such materials are considered: relaxor ferroelectric ceramics and electrostrictive polymers. For ceramics, a geometrically linear formulation is developed, whereas polymers are studied in a geometrically nonlinear regime. In the paper, we focus on constitutive modeling first. For the reversible constitutive response under consideration, we introduce the augmented Helmholtz free energy, which is composed of a purely elastic part, a dielectric part and an augmentation term. For the elastic part, we involve an additive decomposition of the strain tensor into an elastic strain and an electrostrictive eigenstrain, which depends on the polarization of the material. In the geometrically nonlinear case, a corresponding multiplicative decomposition of the deformation gradient tensor replaces the additive strain decomposition used in the geometrically linear formulation. For the dielectric part, we first introduce the internal energy, to which a Legendre transformation is applied to compute the free energy. The augmentation term accounts for the contribution from vacuum to the energy. In our formulation, the augmented free energy depends not only on the strain and the electric field, but also on the polarization and an internal polarization; the latter two are internal variables. With the constitutive framework established, a Finite Element implementation is briefly discussed. We use high-order elements for the discretization of the independent variables, which include also the internal variables and, in case the material is assumed incompressible, the hydrostatic pressure, which is introduced as a Lagrange multiplier. The elements are implemented in the open source code Netgen/NGSolve. Finally, example problems are solved for both, relaxor ferroelectric ceramics and electrostrictive polymers. We focus on thin plate-type structures to show the efficiency of the numerical scheme and its applicability to thin electrostrictive structures.

• 한국콘텐츠학회논문지
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• 제10권6호
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• pp.91-105
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• 2010

유비쿼터스 컴퓨팅 시대의 핵심 기반 기술로서 무선 센서 네트워크 통신 기술에 대한 연구가 점차 확산되고 있다. 특히 센서 노드는 에너지 자원이 한정되어 있기 때문에, 에너지 효율적인 라우팅 기법을 통해 통신 에너지를 감소시키는 것이 가장 중요하다. 기존의 클러스터 기반 라우팅 프로토콜은 헤더를 임의로 선정함으로써 효율적으로 클러스터 헤더를 선정하지 못하는 문제점을 지닌다. 또한 기존의 클러스터 기반 라우팅 프로토콜은 대규모 크기의 네트워크를 지원하지 못하기 때문에 다양한 응용에서 활용될 수 없다. 따라서, 본 논문에서는 기존 클러스터 기반 라우팅 기법의 문제점을 해결하기 위하여, 대표경로를 이용한 새로운 클러스터 기반 라우팅 프로토콜을 제안한다. 제안하는 기법은 홉 수 기반의 대표경로를 생성함으로써 분산된 클러스터 헤더를 지닌 효율적인 클러스터를 구성한다. 또한, 클러스터 멤버 노드와 클러스터 헤더간의 데이터 통신 및 클러스터 헤더간의 통신을 위하여 멀티 홉 통신을 지원한다. 마지막으로 LEACH와 Mutihop-LEACH와의 성능 비교를 통해 제안하는 기법이 신뢰성 및 확장성 측면에서 성능이 우수함을 제시한다.