• Title/Summary/Keyword: Monitoring and Controlling

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Application for Efficient Monitoring and Controlling of Guidance System (보행안내 시스템의 효율적인 모니터링 및 제어 관리를 위한 애플리케이션)

  • Lee, Jin-Hee;Lee, Eun-Seok;Shin, Byeong-Seok
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.10a
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    • pp.1748-1751
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    • 2015
  • 이전 연구에서 우리는 목적지까지 안전하게 보행할 수 있도록 하는 시각장애인용 보행안내 시스템을 개발하였다. 보행안내 시스템은 실내외 POI(Point of Interest)와 특정 위치마다 표식을 설치하고 보행 경로 탐색 알고리즘을 개발하여 사용자의 보행 위치를 추정할 수 있다. 실제 테스트베드에서는 시각장애인을 대상으로 실험을 수행하므로 실험 대상자가 위험 상황에 노출될 수 있기 때문에 모니터링이 필요하고 대용량의 실내외 지도 데이터를 저장하고 관리하는 것도 중요하다. 본 논문에서는 실험 대상자를 원격으로 모니터링 하고 대용량의 지도 데이터를 효과적으로 처리하는 제어 관리용 애플리케이션을 소개한다.

RNN NARX Model Based Demand Management for Smart Grid

  • Lee, Sang-Hyun;Park, Dae-Won;Moon, Kyung-Il
    • International Journal of Advanced Culture Technology
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    • v.2 no.2
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    • pp.11-14
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    • 2014
  • In the smart grid, it will be possible to communicate with the consumers for the purposes of monitoring and controlling their power consumption without disturbing their business or comfort. This will bring easier administration capabilities for the utilities. On the other hand, consumers will require more advanced home automation tools which can be implemented by using advanced sensor technologies. For instance, consumers may need to adapt their consumption according to the dynamically varying electricity prices which necessitates home automation tools. This paper tries to combine neural network and nonlinear autoregressive with exogenous variable (NARX) class for next week electric load forecasting. The suitability of the proposed approach is illustrated through an application to electric load consumption data. The suggested system provides a useful and suitable tool especially for the load forecasting.

Transmitted Power Based Dynamic Rate Control for CDMA2000 1x System (CDMA2000 1x 시스템을 위한 송신전력기반 전송률 제어방안)

  • Park Hyung-Kun
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.54 no.8
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    • pp.498-500
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    • 2005
  • In a CDMA system, the capacity is variable and mainly depends on multiple access interference. The multiple access interference has a deep relationship with transmitted or received power The capacity of CDMA2000 1x system is considered to be limited by the forward link capacity Different rate data traffic requires different transmitted power and rate controlling enables the system utilize radio resource more efficiently. A very simple rate control algorithm for data calls in CDMA2000 1x system is proposed. In the proposed algorithm, by monitoring the total transmit power, we can simply adjust data rate to channel conditions and efficiently use radio resources. The proposed algorithm is easy to implement in power controlled CDMA systems.

ZigBee Device Management System using Web (웹을 이용한 지그비 디바이스 관리 시스템)

  • Choi, Yong-Soon;Kim, S.H.;Park, H.S.
    • Proceedings of the KIEE Conference
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    • 2006.10c
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    • pp.157-159
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    • 2006
  • ZigBee technology that is observed to radio network of low electric power with latest WPAN's IEEE 802.15 .4 technologies is evaluated as best technology for sensor network and digital home network construction. This need exclusive use application for monitoring, managing, controlling and organizing this nodes. However, these program has weaknesses that is hard to construct flexible system with Internet. This paper will use web server linked with gateway to manage sensor network that is consisted of ZigBee node and design system that manages ZigBee device with relative fast responsibility using AJAX web technology.

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Transmitted power based dynamic rate control for CDMA2000 1x system (CDMA2000 1x 시스템을 위한 송신전력기반 전송률 제어방안)

  • Park, Hyung-Kun
    • Proceedings of the KIEE Conference
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    • 2005.05a
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    • pp.221-223
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    • 2005
  • In a CDMA system, the capacity is variable and mainly depends on multiple access interference. The multiple access interference has a deep relationship with transmitted or received power. The capacity of CDMA2000 1x system is considered to be limited by the forward link capacity. Different rate data traffic requires different transmitted power and rate controlling enables the system utilize radio resource more efficiently. A very simple rate control algorithm fer data calls in CDMA2000 1x system is proposed. In the proposed algorithm, by monitoring the total transmit power, we can simply adjust data rate to channel conditions and efficiently use radio resources. The proposed algorithm is easy to implement in power controlled CDMA systems.

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The Construction of voice network in the island using the satellite communication system (위성통신망을 이용한 도서지역 음성네트워크 구축)

  • Kim, Soo-Bae;Hyun, Duck-Hwa;Kim, Myong-Soo;Lee, Sang-Jin
    • Proceedings of the KIEE Conference
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    • 2005.10b
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    • pp.298-300
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    • 2005
  • There are several types of communication method which is used for providing the supply of electric power stably. But the communication methods used in KEPCO have weak points in the viewpoint of economy, technology and management. Therefore the power plant located in the island could not be provided the communication service because of above reasons. Because the Satellite communication systems have competitive power in price and technology nowdays, the utility could provide the communication service in even back land. This paper presents some of design efforts for the satellite communication systems as the voice network in the island.

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A Study on the Improved Efficiency of Distribution Network Reliability Using DAS (배전자동화시스템의 도입이 배전계통신뢰도 향상에 기여한 사례 연구)

  • Hwang, Woo-Hyun;Bae, Sung-Hwan;Kim, Ja-Hee;Kim, Jae-Chul
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.56 no.12
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    • pp.2059-2064
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    • 2007
  • This paper analyzed distribution network reliability related with the increment of outages and duration time according to distribution facilities increasing. KEPCO introduced distribution automation system in 1998 which could recognize outage section by remotely monitoring the fault current and reduce the blackout area by remotely controlling distribution switches. As the result of this outage time reduction using distribution automation system, the minimum distribution automation rate was fined out in this paper on the base of analyzing diverse data and how many switches were used in distribution system to improve distribution network reliability at the situation of distribution facilities increasing. This result can be used as the model that an overseas utility company applies distribution automation system in the future.

Trend-adaptive Anomaly Detection with Multi-Scale PCA in IoT Networks (IoT 네트워크에서 다중 스케일 PCA 를 사용한 트렌드 적응형 이상 탐지)

  • Dang, Thien-Binh;Tran, Manh-Hung;Le, Duc-Tai;Choo, Hyunseung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2018.05a
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    • pp.562-565
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    • 2018
  • A wide range of IoT applications use information collected from networks of sensors for monitoring and controlling purposes. However, the frequent appearance of fault data makes it difficult to extract correct information, thereby sending incorrect commands to actuators that can threaten human privacy and safety. For this reason, it is necessary to have a mechanism to detect fault data collected from sensors. In this paper, we present a trend-adaptive multi-scale principal component analysis (Trend-adaptive MS-PCA) model for data fault detection. The proposed model inherits advantages of Discrete Wavelet Transform (DWT) in capturing time-frequency information and advantages of PCA in extracting correlation among sensors' data. Experimental results on a real dataset show the high effectiveness of the proposed model in data fault detection.

Implementation of a Realtime Wireless Remote Control and Monitoring Systems (실시간 무선 원격 제어 및 모니터링 시스템의 구현)

  • Seong, Hae-Kyung;Lee, Moon-Goo
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.47 no.6
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    • pp.93-102
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    • 2010
  • Existing web based information service system solutions show limitations in mobile information services, as well as problems such as uncertain error messages, and difficulty providing swift assistance or real time emergency support. In order to solve these deficiencies, a realtime wireless remote control system has been designed and implemented in this thesis, which is capable of managing and monitoring remote systems using mobile communication devices (Mobile Phone, PDA, Smart Phone) for realtime control. Proposed systems are applied at remote places, for instance 'office building', and a nursery school like 'kindergarten'. In the case of implemented at office building, it can be managing and controlling at real time all sorts of the sensor information that are installed at office building system environment through wire(web environment) or wireless(mobile device). In the other case at kindergarten system that are providing the real-time wireless remote control and monitoring system can be monitoring activity of kindergarten children with a mobile phone of authentication user. The security functions of proposed systems include mobile device user authentication and target system access control. The proposed systems allow real-time user authentication function and system access control function that improve the security of resource administrators and mobile device users, and provides not only uninterrupted services, but also real time mobile service environments.

Automated Construction Progress Management Using Computer Vision-based CNN Model and BIM (이미지 기반 기계 학습과 BIM을 활용한 자동화된 시공 진도 관리 - 합성곱 신경망 모델(CNN)과 실내측위기술, 4D BIM을 기반으로 -)

  • Rho, Juhee;Park, Moonseo;Lee, Hyun-Soo
    • Korean Journal of Construction Engineering and Management
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    • v.21 no.5
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    • pp.11-19
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    • 2020
  • A daily progress monitoring and further schedule management of a construction project have a significant impact on the construction manager's decision making in schedule change and controlling field operation. However, a current site monitoring method highly relies on the manually recorded daily-log book by the person in charge of the work. For this reason, it is difficult to take a detached view and sometimes human error such as omission of contents may occur. In order to resolve these problems, previous researches have developed automated site monitoring method with the object recognition-based visualization or BIM data creation. Despite of the research results along with the related technology development, there are limitations in application targeting the practical construction projects due to the constraints in the experimental methods that assume the fixed equipment at a specific location. To overcome these limitations, some smart devices carried by the field workers can be employed as a medium for data creation. Specifically, the extracted information from the site picture by object recognition technology of CNN model, and positional information by GIPS are applied to update 4D BIM data. A standard CNN model is developed and BIM data modification experiments are conducted with the collected data to validate the research suggestion. Based on the experimental results, it is confirmed that the methods and performance are applicable to the construction site management and further it is expected to contribute speedy and precise data creation with the application of automated progress monitoring methods.