• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2002년도 추계학술발표논문집 (상)
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• pp.311-314
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• 2002

The dynamic nature of the World Wide Web challenges Information Retrieval System to find information relevant and recent. Intelligent agents can complement the power of search engines to deal with this challenge. In this paper, we explain in manner of building Information Retrieval System based on intelligent agent technology. We present a tool called Websearcher. It was performed in Java environment. The object-oriented nature of Java and built-in facilities for multi-thread decreased our implementation effort. A modular software design makes it easy to configure the system for various experiments.

• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 1998년도 춘계학술대회 학술발표 논문집
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• pp.123-126
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• 1998

The theoretical foundations of GA are the Schema Theorem and the Building Block Hypothesis. In the Meaning of these foundational concepts, simple genetic algorithm(SGA) allocate more trials to the schemata whose average fitness remains above average. Although SGA does well in many applications as an optimization method, still it does not guarantee the convergence of a global optimum. Therefore as an alternative scheme, there is a growing interest in a co-evolutionary system, where two populations constantly interact and co-evolve in contrast with traditional single population evolutionary algorithms. In this paper, we propose a new design method of an optimal fuzzy logic controller using co-evolutionary concept. In general, it is very difficult to find optimal fuzzy rules by experience when the input and/or output variables are going to increase. So we propose a co-evolutionary method finding optimal fuzzy rules. Our algorithm is that after constructing two population groups m de up of rule vase and its schema, by co-evolving these two populations, we find optimal fuzzy logic controller. By applying the proposed method to a path planning problem of autonomous mobile robots when moving objects exist, we show the validity of the proposed method.

• 한국조명전기설비학회지:조명전기설비
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• 제20권3호
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• pp.46-63
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• 2006

• 정보교육학회논문지
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• 제1권2호
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• pp.16-34
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• 1997

This paper describes a method of building a intelligent learning system consisting of a authoring tool, in the area of language education, and a Intelligent Tutoring System(ITS) to study English. This tool is different from commerical authoring tools, as a tool that has capabilities as a component of an ITS and this ITS is efficient to retrieve the lesson plan from the plan memory than to generate it whenever an instructinoal goal is selected. the results of this research could be used either by a developer of the other area of ITS, or by a human teacher as a curriculum in the actual class.

• Architectural research
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• 제1권1호
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• pp.47-53
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• 1999

An interesting of desktop air-conditioning system is the Personal Environmental Module(PEM) System. The PEM system allows the occupant to choose the desired temperature, air volume and direction of the discharged air. In this study, the measurements on the age of air and the air change effectiveness, using the tracer gas method, are carried out to analyze the ventilation performance for provision of fresh air near the breathing zone by the PEM. The relations between the PEM for optimal control and other factors related to indoor air quality, and the ventilation for the PEM are examined. Also, three different supply diffuser types(desktop, floor and ceiling) are compared in view of their ability to distribute supply air to the workstation breathing zone. The desktop diffuser type could deliver air directly to the occupants breathing zone with a high degree of effectiveness. The minimum local age of air was measured in the breathing zone, which is directly supplied with air from the PEM diffusers, and the measured local air change effectiveness of the desktop diffuser in the breathing zone was about 1.13 to 1.23 times greater than that of the ceiling and floor diffusers. When the minimum outside air change rate as specified using ASHRAE Standard 62R is supplied with a desktop diffuser type, the volume of outside air can be reduced 13 to 23%, resulting in a commensurate in ventilation energy use.

• 한국정밀공학회:학술대회논문집
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• 한국정밀공학회 2011년도 춘계학술대회 논문집
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• pp.395-396
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• 2011

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2016년도 추계학술대회
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• pp.256-259
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• 2016

모바일 기기는 사물 인터넷으로 성장하여 지능형 건물과 관련된 많은 IoT 응용 프로그램으로 연계 된다. 예를 들어 주택 자동화 제어 시스템은 스마트 폰으로 제어 명령을 보냄으로써, 홈 서버에 액세스를 하는 클라이언트 구조의 웹 어플리케이션을 요구한다. 홈 서버는 광 통신 시스템으로 명령어를 수신 받고 컨트롤 한다. 게이트웨이 기반 REST 기술은 클라이언트에서 요청하는 명령어를 처리 및 증명해야 한다. 이러한 이유는 클라이언트 요청에 의해 다수의 게이트웨이 증가로 인한 인터넷이 지연 되기 때문이다. 본 논문에서는 동시성 이벤트를 처리하기 위한 IoT 게이트웨이 시스템 설계를 하고자 한다. 본 시스템을 통하여 동시성 최고의 다중 추상화 레벨을 확인 할 수 있다. 동시성을 확인하는 방법은 개체 간의 데이터 통신을 지원하는 객체 지향 시스템을 구축하는 것이다. 또한 IoT 게이트웨이 기반으로 양방향통신 방법 중 한쪽 통신 방향 프로토콜에 Node.js를 사용하여 이벤트 중심, 지능형 건물의 설계를 위한 아키텍쳐의 성능을 XMPP라는 미들웨어를 사용하여 확인하고자 한다. Node.js는 지능형 건물 제어장치가 중앙 집중화 형식의 허브를 통하여 통신이 될 수 있도록 하는 역할을 가지고 있다. Node.js는 스레드 기반의 접근 방식이 특징이며, 기존의 시스템보다 40% 이상 빠르다. Node.js를 서버 측에서 사용하기 위해 다수의 클라이언트 들로부터 요청을 한다. 따라서, IoT 환경에서 지능형 건축물의 작업수행 시간을 감소 시킨다.

• 디지털산업정보학회논문지
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• 제15권4호
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• pp.9-17
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• 2019

Sun power generation systems which use large capacity centralized inverters have loss of power generation due to cloud and building shadows, pollution, cell deterioration, etc. To minimize loss of power generation, decentralized solar power systems using multiple micro-inverters are being proposed as an alternative. A distributed solar power system consisting of a system-connected system uses power line communication to collect data from the micro-inverters. Power line communication has the advantage of using power lines without separate lines for data transmission, but in distributed solar power generation systems that use a large number of micro-inverters, the bit error rate is less reliable due to the phenomenon caused by limited transmission power, high load interference and noise, variable signal attenuation, and impedance characteristics. So we proposed wireless intelligent controller for micro-inverter that is used to build distributed solar power systems. and we design and implement that. Further, the proposed wireless intelligent controller for micro-inverter was used to establish a small-volume solar power plant to check its function and operation.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제16권5호
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• pp.1516-1539
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• 2022

This article shows a set of physical information fusion IoT systems that we designed for smart buildings. Its essence is a computer system that combines physical quantities in buildings with quantitative analysis and control. In the part of the Internet of Things, its mechanism is controlled by a monitoring system based on sensor networks and computer-based algorithms. Based on the design idea of the agent, we have realized human-machine interaction (HMI) and machine-machine interaction (MMI). Among them, HMI is realized through human-machine interaction, while MMI is realized through embedded computing, sensors, controllers, and execution. Device and wireless communication network. This article mainly focuses on the function of wireless sensor networks and MMI in environmental monitoring. This function plays a fundamental role in building security, environmental control, HVAC, and other smart building control systems. The article not only discusses various network applications and their implementation based on agent design but also demonstrates our collaborative information fusion strategy. This strategy can provide a stable incentive method for the system through collaborative information fusion when the sensor system is unstable in the physical measurements, thereby preventing system jitter and unstable response caused by uncertain disturbances and environmental factors. This article also gives the results of the system test. The results show that through the CPS interaction of HMI and MMI, the intelligent building IoT system can achieve comprehensive monitoring, thereby providing support and expansion for advanced automation management.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2012년도 춘계학술대회
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• pp.535-538
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• 2012

최근 ITS(Intelligent Transportation System)와 관련된 연구들이 활발하게 진행되면서 정보화 사회에 알맞은 차세대 교통정보 체계를 구축하는데 일조하고 있다. 도로상의 차량 속도 및 교통 정보를 실시간으로 감지할 수 있는 시스템을 구축하여 운전자에게 정보를 제공함으로써 전체 교통 상황의 흐름에 좋은 영향을 끼칠 수 있다. 본 연구에서는 각기 다른 근원지로부터 제공되는 실시간 교통 정보를 가공하여 보다 신뢰적인 실시간 교통정보를 제공하는 알고리즘을 개발하고 이를 적용하는 플랫폼 구축에 관한 연구이다.