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Predicting Plant Biological Environment Using Intelligent IoT (지능형 사물인터넷을 이용한 식물 생장 환경 예측)

  • Ko, Sujeong
    • Journal of Digital Contents Society
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    • v.19 no.7
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    • pp.1423-1431
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    • 2018
  • IoT(Internet of Things) is applied to technologies such as agriculture and dairy farming, making it possible to cultivate crops easily and easily in cities.In particular, IoT technology that intelligently judge and control the growth environment of cultivated crops in the agricultural field is being developed. In this paper, we propose a method of predicting the growth environment of plants by learning the moisture supply cycle of plants using the intelligent object internet. The proposed system finds the moisture level of the soil moisture by mapping learning and finds the rules that require moisture supply based on the measured moisture level. Based on these rules, we predicted the moisture supply cycle and output it using media, so that it is convenient for users to use. In addition, in order to reduce the error of the value measured by the sensor, the information of each plant is exchanged with each other, so that the accuracy of the prediction is improved while compensating the value when there is an error. In order to evaluate the performance of the growth environment prediction system, the experiment was conducted in summer and winter and it was verified that the accuracy was high.

Development of a Remote Dust Collector Bag Control System using Power Line Communication (전력선 통신을 이용한 원격 집진기 bag 제어 시스템 개발)

  • Kim, Jung-Sook
    • Journal of the Korea Society of Computer and Information
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    • v.15 no.4
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    • pp.91-98
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    • 2010
  • Advances in communications and control technology, the strengthening of the Internet, and the growing recognition of the urgency to reduce the risk and production cost are motivating the development of improvements in the traditional manufacturing industry. In this paper, we developed a remote dust collector bag control system which is a combination of advanced IT and traditional dust collector based on the event. At first, we made the A/D(Analog/Digital) converter using a micro processor because the differential pressure transmission, which is a sensor of the dust collector, produces analog volt data. A/D converter can provide RS-232 communication to connect with Power Line Communication(PLC) modem. And, n-bytes message format was defined for the efficient dust collector bag information transmission from a dust collector to a user. Also, we designed the data types to model the dust collector and the dust collector bag, and they were logically modeled using XML and object-oriented modeling method. In addition to that, we implemented the system for showing the dust collector bag exchange time exactly to users at real-time using various visual user interfaces.

A Study on the Evaluation of the Work-Net, a Web-based Public Employment Information System (웹 기반 공공고용정보시스템 워크넷(Work-Net)평가에 관한 연구)

  • Kim, Soon-Won
    • Journal of the Korean Society for information Management
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    • v.20 no.2
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    • pp.93-112
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    • 2003
  • A public information system is being expanded, along with the advance of information technology, to strengthen national competitiveness and provide people with better services. And there also is a growin need for the better performance of that system, as a tremendous amount of public financial resources is invested in that. To address that need, it's required to make an evaluation of its efficiency on a regular basis to identify its problems and make it work better. The purpose of this study was, accordinglu, to examine the quality of data and services provided by the Work-Net, a Web-based public employment information system. The subjects in this study were 102 users of it, and the system was evaluated in terms of content, accuracy, timeliness, display format, ease of use and customer support. For data analysis, t-test and one-way ANOVA were implemented to find out the general characteristics of the users, and to see Whether or not their view was different according to the type of information they searched for. The findings of this study are expected to lay some foundation for intensifying the efficiency of the public and private employment information systems.

Structural Health Monitoring System Employing Smart Sensor Technology Part 1: Development and Performance Test of Smart Sensor (스마트 센서 기술을 이용한 구조물 건전도 모니터링 시스템 Part I : 스마트 센서의 개발과 성능평가)

  • Heo, Gwang Hee;Lee, Woo Sang;Kim, Man Goo
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.11 no.2
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    • pp.134-144
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    • 2007
  • In this study, a smart sensor unit is developed by using the smart sensor technology that is being rapidly developed in recent years for structural health monitoring system, and its performance is evaluated through various experiments, and also, damage detection experiment is performed on a model structure. This paper as the first half of this study contains the development and performance evaluation of the smart sensor. In the latter half of this study, structure damage detection experiment is performed for the application of verified smart sensor unit into structural health monitoring, and it is compared with a wire measurement system. The smart sensor is developed by using high-power wireless modem, MEMS Sensor and AVR microcontroller, and an embedded program is also developed for the control and operation of the sensor unit. To verify the performance of the smart sensor, many experiments are performed for sensitivity and resolution analysis tests, data acquisition by using cantilever beam and shaker, and on-site application using actual bridge. As a result, the smart sensor proves to be satisfactory in its performance.

A Study on Face Recognition Performance Comparison of Real Images with Images from LED Monitor (LED 모니터 출력 영상과 실물 영상의 얼굴인식 성능 비교)

  • Cho, Mi-Young;Jeong, Young-Sook;Chun, Byung-Tae
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.5
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    • pp.144-149
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    • 2013
  • With the increasing of service robots, human-robot interaction for natural communication between user and robots is becoming more and more important. Especially, face recognition is a key issue of HRI. Even though robots mainly use face detection and recognition to provide various services, it is still difficult to guarantee of performance due to insufficient test methods in real service environment. Now, face recognition performance of most robots is evaluation for engine without consideration for robots. In this paper, we show validity of test method using LED monitor through performance comparison of real images with from images LED monitor.

A Study on the Development of Evaluation Indicators for Product Safety and Air Supply Agencies (제품안전유공기관 평가지표개발에 관한 연구)

  • Shtaekova, Gulnur
    • Journal of Venture Innovation
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    • v.2 no.1
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    • pp.23-31
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    • 2019
  • The primary goal of this study is to develop proper indicators for evaluating and selecting an organization that contributes product safety in his industry. The indicators of product safety include input, process, and output in the sequences of product safety activities and systems. The indicators are proposed by the side of measurable and unmeasurable index. In detail, the indicators are consist of 3 parts - product safe management, efforts for product safety and the performance of product safety. The indicators are itemized by size of enterprise (large, medium and small size) due to the difference of their system and management capability of product safety. To get the indicators reasonably, the opinions of experts and VOC of the industrial field are considered. And the indicators are also divided by job position and level(an executive vs. worker). The items of indicators are 20 and the score is 200, that are the same whichever the case may be. The indicators are useful tools for selecting a person who serves the development of product safety in his industry.

The Effect of Radiated Electromagnetic Wave by Digital Modulation Signals on the Electronic Devices (디지털 변조 전자기파 방사에 의한 전자기기에 미치는 영향)

  • Cho, Won-Seo;Kwak, Phil-Keun;Park, Chang-Yeol;Yang, Jun-Kyu;Geum, Hong-Sik
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.22 no.2
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    • pp.220-227
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    • 2011
  • With the rapid development of mobile communication technology, the technologies based on the diverse digital modulation schemes have been used for the frequency range of over 800 MHz. The only radiation immunity has been tested using only AM signal based on IEC 61000-4-3 without any consideration of the influence of electromagnetic radiation in Korea. However, it has not been tested by wideband digital modulation signals such as cdmaone(IS-95), WCDMA and PM signal. The purpose of this study was to review the standards. In addition, the input signals were analyzed and tested considering the environments in Korea. The results showed that the devices were influenced by digital modulation signal or PM signal more than by AM signal.

Design of Adaptive Neuro- Fuzzy Precompensator for Enhancement of Power System Stability (전력계통의 안정도 향상을 위한 적응 뉴로-퍼지 전 보상기 설계)

  • 정형환;정문규;이정필;이준탁
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.15 no.4
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    • pp.14-22
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    • 2001
  • In this paper, we design the Adaptive Neuro-Fuzzy Precompensator(ANFP) for the suppression of low-frequency oscillation and the improvement of system stability. Here, ANFP is designed to compensate the conventional Power System Stabilizer(PSS). This design technique has the structural merit that is easily implemented by adding ANFP to an existing PSS. Firstly, the Fuzzy Precompensator with Loaming ability is constructed and is directly learned from the input and output data of the generating unit. Because the ANFP has the property of learning, fuzzy rules and membership functions of the compensator can be automatically tuned by teaming algorithm Loaming is based on the minimization of the ems evaluated by comparing the output of the ANFP and a desired controller. Case studies show the 7posed schema can be provided the good damping of the power system over the wide range of operating conditions and improved dynamic performance of the system.

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Assessment of performance for Output Power Control of Wind Turbine using Energy Storage System (에너지저장장치를 이용한 풍력발전 출력 제어 성능 평가)

  • Hong, Jong-Seok;Choi, Chang-Ho;Lee, Joo-Yeon;Kim, Jae-Chul
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.63 no.4
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    • pp.254-259
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    • 2014
  • In this paper, we describe construction of a wind stabilization demo-site and effects of output power control of wind turbines for suppression of ramp rate using ESS (Energy Storage System). It is difficult to control the output power of distributed generator such as wind turbine which of variation is very large. If the large capacity wind farm be interconnected into power system may cause blackout due to Power Quality. For these reasons, the international standards such as Grid-Code is limited to less than 10 [%/min] of renewable energy ramp rate. The case of Korea, government actively conducts propagating large-scale renewable energy for green growth policy, to interconnecting more renewable energy into power system is necessary for stabilization technology. For these reasons, the POSCO consortium has constructed a wind stabilization demo-site that is configured as 500 [kWh] battery energy storage systems can output up to 3 [C-Rate] and two wind turbines rated 750 [kW]. In POSCO consortium, which implements various methods stabilizing output power of wind turbine such as smoothing, section firming and ramp control, we derive the results of long-term demonstration that can be controlled to satisfy to the international standard about ramp rate [%/kW] of wind turbine output power.

Studies on the Application of Unit-inverter Parallel Operation to Sea-water Lift Pump in Power Plant (단위 인버터 병렬운전에 의한 발전소 해수펌크 적용)

  • 김수열;류홍우
    • The Transactions of the Korean Institute of Power Electronics
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    • v.3 no.1
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    • pp.1-7
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    • 1998
  • Due to the increase in capacity of auxiliary machinery in power plant, the importance of energy saving has been greatly emphasized. If the speed of fans or pumps is controlled in accordance with the variation of load, large electric energy can be saved. Large capacity inverter, 2MVA GTO inverter, has been developed by operating two of 1MVA unit inverters in parallel. The parallel operation of the unit inverter is accomplished through two output transformers of which the secondary windings are connected in series. The system is composed of one control cubicle, one rectifier cubicle and 2 unit inverter cubicles. This inverter system was applied to the sea water lift pump(SLP) driven by a 6.6KV 1500KW induction motor in Seo-Inchon power plant to save the electric energy. The parallel operation of inverters by 180 degrees apart in switching frequency helps to reduce the harmonic components.