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The Analysis of a Process Monitoring system based on Functional Link Associative Network (화학공정 감시를 위한 함수연결연상 신경망 시스템 구현)

  • Yoon En Sup;Cho Jae Kyu;Lee Dong Eon;Kim Yong Ha;Ahn Sung Jun
    • Journal of the Korean Institute of Gas
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    • v.7 no.3 s.20
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    • pp.24-31
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    • 2003
  • To operate process plant safely and economically, process monitoring is very important. There are a great number of data acquired through distributed control system and process information system. Fault monitoring is the task with difficulties owing to not only the huge amount of data, but also nonlinearity of chemical processes. In this research, the program, REFA, based on PCA and functional link associative neural network has developed. REFA has better learning capabilities, generalization abilities, and shorter learning time than existing neural network programs. In this work its usefulness has proven by application to Tennessee Eastman process.

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A study on the Effective Selection of the Personal Information Audit Subject Using Digital Forensic (디지털 포렌식 기법을 활용한 효율적인 개인정보 감사 대상 선정 방안 연구)

  • Cheon, Jun-Young;Lee, Sang-Jin
    • Journal of Advanced Navigation Technology
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    • v.18 no.5
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    • pp.494-500
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    • 2014
  • Recently the leak of personal information from in-house and contract-managed companies has been continually increasing, which leads a regular observation on outsourcing companies that perform the personal information management system to prevent dangers from the leakage, stolen and loss of personal information. However, analyzing many numbers of computers in limited time has found few difficulties in some circumstances-such as outsourcing companies that own computers that have personal information system or task continuities that being related to company's profits. For the reason, it is necessary to select an object of examination through identifying a high-risk of personal data leak. In this paper, this study will formulate a proposal for the selection of high-risk subjects, which is based on the user interface, by digital forensic. The study designs the integrated analysis tool and demonstrates the effects of the tool through the test results.

The Effects of Sensorimotor Stimulation on Development of Infants with Low Birth Weight Premature in NICU (신생아 중환자실에서 감각운동자극이 저체중 미숙아의 발달에 미치는 효과)

  • Lee, Eun-Ju;Pack, So-Hyun;Oh, Tae-Young;Pack, Rae-Jun
    • Journal of the Korean Society of Physical Medicine
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    • v.5 no.3
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    • pp.499-508
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    • 2010
  • Purpose : The purpose of this study was to investigate the effect of sensorimotor stimulation on the development of infant with low birth weight premature. Methods : Ten infants with low birth weight premature and ten normal infants participated in this study. We carried out test TIMP(Test of Infants Motor Performance) according pre intervention, post 3 weeks, PCA 40 week and normal infants. The intervention of sensorimotor stimulation applied to infants with low birth weight premature four times a week and fifteen minutes a once time. There was no intervention for normal infants. The collected dada were analyzed by ANOVA using by SPSS/PC 17.0 ver. program. Results : There was significant difference among three differential test period to improved developmental value in infants with low birth weight premature. According over time, numbers of observed items presented significant difference among test period, and elicited total score and total raw score was significant value(p=.00). There was no significant value that means sensorimotor stimulation affected on development of infants with low birth weight premature. Conclusions : In conclusion, sensorimotor stimulation had affects on the development of infants with low birth weight premature.

A Transaction Scheme for Managing Mobile Units in Wireless Environments: A Case of Airport Safety Control (무선환경에서의 이동객체 관리를 위한 통제기법: 공항 안전통제 업무를 중심으로)

  • Kim, Yong-Jae;Ahn, Hyun-Sup;Lee, Seog-Jun;Hyun, Doo-Woon;Choi, Yong-Goo;Lee, Sang-Won
    • Information Systems Review
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    • v.10 no.2
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    • pp.309-327
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    • 2008
  • This research is a byproduct of a project initiated by a major airport in Korea. The airport aimed to enhance airside safety and weighed a few IT options that may strengthen its current safety practices. In order to satisfy requirements unique to the airport and to inherit existing legacy systems, a PCS-based mobile database system was proposed. We first discuss technical aspects of the system as well as design issues in mobile systems before we compare two specific alternatives for transactional service handoff. A simulation study comparing two types of coordination follows before we present a scheme that manages transaction processing and locating service in mobile environments. Finally, we discuss the limitations of the scheme from the perspectives of the airport in question along with other research issues.

A Study on the Management Plan through Performance Maintenance Analysis of Explosion-proof Facilities (방폭설비 성능유지 실태분석을 통한 관리방안 연구)

  • Kwon, Yong Jun;Byeon, Junghwan
    • Journal of the Korean Society of Safety
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    • v.35 no.2
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    • pp.8-16
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    • 2020
  • In Article 311 of the Regulation on Occupational Safety and Health Standards requires the use of Korean Industrial Standards Act in accordance with the Industrial Standardization Act. However, the classification, inspection, maintenance, design, selection, and installation of explosion hazard locations for explosion and explosion prevention and internalization of 'safety' in the performance maintenance phase of electrical machinery and equipment There is no technical and institutional management plan for remodeling and alteration. Analysis of actual conditions and problems related to the installation, use, and maintenance of explosion-proof equipment, comparative analysis of domestic and international technical standards and systems, technical, institutional and administrative systems and systems related to installation, use, and maintenance of explosion-proof equipment, technical personnel and qualifications, etc. It is to propose legislation, system improvement, and technical standard establishment related to the maintenance of explosion-proof facility performance through improvement of the necessity and feasibility study for establishment of the legal status of the management site and management plan. As technical measures, KS standard revision (draft), KOSHA guide (draft) and explosion-proof facility performance maintenance manual were presented. In addition, the institutional management plan proposed the revised rule on occupational safety and health standards, the revised rule on the restriction of employment of hazardous work, and the manpower training program related to the maintenance of explosion-proof facilities and the qualification plan. Enhance safety at the installation, use, and maintenance stage of explosion-proof structured electrical machinery. It is expected to be used to classify explosion hazards, select related equipment, and to update and standardize standards related to installation, use and maintenance.

Battery Discharge System Configuration using Photovoltaic Simulator and PCS (태양광 시뮬레이터와 PCS를 이용한 배터리 방전시스템 구성)

  • Jeong, Da-Woom;Park, Sung-Min;Park, Seong-Mi;Park, Sung-Jun;Moon, Seung-Pil
    • Journal of the Korean Society of Industry Convergence
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    • v.23 no.3
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    • pp.491-498
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    • 2020
  • Recently, In the production line of batteries, charge and discharge tests are essential to verify battery characteristics. In this case, the battery charging uses a unidirectional AC/DC converter capable of output voltage and current control, and the discharge uses a resistive load. Since this method consumes energy during discharge, it must be replaced with a bi-directional AC/DC converter system capable of charging and discharging. Although it is difficult to replace the connected inverter part of the bi-directional AC/DC converter system due to the high cost, the spread of the solar-connected inverter rapidly increases as the current solar supply business is activated, and thereby the solar-connected type Inverter prices are plunging. If it can be used as a power converter for battery discharge without program modification of the solar-powered inverter, it will have competition. In this paper, propose a new battery discharge system using a combination of a photovoltaic DC/DC simulator and photovoltaic PCS using a battery to be used as a power converter for battery discharge without program modification of a low-cost photovoltaic inverter. In addition, propose an optimal solar characteristic curve for the stable operation of PCS. The validity of the proposed system was verified using a 500[W] class solar DC/DC simulator and a solar PCS prototype.

The Serverith Leverls and Patterns of Perimenstrual symptoms among Korean Women in relation to their Ages (여성의 연령과월경 전후기 증상 정도 및 유형에 관한 연구)

  • Park, Young-Joo
    • Women's Health Nursing
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    • v.5 no.2
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    • pp.162-175
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    • 1999
  • The study was intended to investigate and explore the preimenstrual symptoms, their severity levels, their patterns and the relationships of the age to those symptoms and patterns among Korean women. The data were collected from 844 women in one highschool, one Nursing college and one Korea National Open University in Seoul, from Nov, 1997 to Jun. 1998. The instruments were the Menstrual Symptoms Questionnaire developed by Chesney and the Center for Epidemiologic studies Depression scale developed by Radloff. the data were analyzed by descriptive statistics, ANOVA, Duncan's multiple comparison test, $X^2$-test, simple regression analysis and logistic regression analysis using pc-SAS program. The results were as follows ; 1. Korean women had more symptoms of abdominal bloating, fatigue, abdominal discomfort and backache in perimenstrual period. There Teenages had more symptoms of depression and uterine cramps in the day before or the first day of menstruation. Women in their twenties had more symptoms of abdominal pain or abdominal discomfort, backache, abdominal bloating and the sensitiveness /discomforts in the lower back, abdomen and inner part of thighs. women in their thirties had more symptoms of abdominal bloating, fatigue, tension and nervousness before the menstruation, abdominal discomfort and backpain in the first day of menstruation. Women in their forties had more symptoms of backache, breast discomforts, abdominal pain and discomforts. 2. The severity levels of the perimenstrual symptoms showed the highest score(mean=2.73) in twenties and the lowest score)mean=1.96) in forties The perimenstrual symptom patterns were prevailed the spasmodic menstrual symptoms in teenage and twenties and the congestive menstrual symptoms in thirties and forties. The age was a determinant of perimenstrual symptom patterns and the precipitative equation was log[p(age)/(1-p(age)]=2.7356-0.0982 age. 3. The relationship of the age to perimenstrual symptoms was vanished or lessened, controlling for parity as a test factor. this finding supports the notion that parity is an extraneous variable.

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Research on Pattern Identification and Clinical Characteristics of Female Patients with Cold Hypersensitivity of Hands and Feet (수족냉증을 호소하는 여성 환자의 임상 특성 및 한방 변증에 관한 연구)

  • Kwon, Na-Yoen;Yoo, Joon-Sang;Go, Ho-Yeon;Kim, Hyeong-Jun;Lee, Dong-Nyeong
    • The Journal of Korean Medicine
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    • v.41 no.2
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    • pp.96-106
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    • 2020
  • Objectives: The purpose of this study was to research the demographical and gynecologic characteristics, quality of life, and analyze the pattern identification in female patients with cold hypersensitivity of hands and feet. Methods: 112 participants were recruited from May 2018 to April 2019 from three korean medical hospitals. The data was composed of general characteristics, degree of coldness of hands and feet, gynecological questionnaire, score of WHOQOL-BREF and pattern identification. We divided data into 2 groups: The group of patients who meet the criteria for diagnosis of coldness on feet and the group of patients who meet the criteria for diagnosis of coldness on feet and hands. We tried to compare data by groups using Excel 2016 for windows and SPSS for windows (Ver. 23.0). Results: Throughout the study, we found differences between 2 groups in weight, body mass index (BMI), VAS score of cold hypersensitivity on feet, temperature of PC8, ST32, and pattern identification. Conclusions: After the study, we confirmed that even though both groups suffer from cold hypersensitivity of hands and feet, they show clinical differences in each group and differences in pattern identification.

A Study on Design and Implementation of Gesture Proposal System (제스처 제안 시스템의 설계 및 구현에 관한 연구)

  • Moon, Sung-Hyun;Yoon, Tae-Hyun;Hwang, In-Sung;Kim, Seok-Kyoo;Park, Jun;Han, Sang-Yong
    • Journal of Korea Multimedia Society
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    • v.14 no.10
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    • pp.1311-1322
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    • 2011
  • Gesture is applied in many applications such as smart-phone, tablet-PC, and web-browser since it is a fast and simple way to invoke commands. For gesture applications, a gesture designer needs to consider both user and system during designing gestures. In spite of development of gesture design tools, some difficulties for gesture design still remains as followings; first, a designer must design every gesture manually one by one, and, second, a designer must repeatedly train gestures. In this paper, we propose a gesture proposal system that automates gesture training and gesture generation to provide more simple gesture design environment. Using automation of gesture training, a designer does not need to manually train gestures. Proposed gesture proposal system would decrease difficulties of gesture design by suggesting gestures of high recognition possibility that are generated based on mahalanobis distance calculation among generated and pre-existing gestures.

Node Distribution-Based Localization for Large-scale Wireless Sensor Networks (대규모 무선 센서 네트워크에서 노드 분포를 고려한 분산 위치 인식 기법 및 구현)

  • Han, Sang-Jin;Lee, Sung-Jin;Lee, Sang-Hoon;Park, Jong-Jun;Park, Sang-Joon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.9B
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    • pp.832-844
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    • 2008
  • Distributed localization algorithms are necessary for large-scale wireless sensor network applications. In this paper, we introduce an efficient node distribution based localization algorithm that emphasizes simple refinement and low system load for low-cost and low-rate wireless sensors. Each node adaptively chooses neighbor nodes for sensors, update its position estimate by minimizing a local cost function and then passes this update to the neighbor nodes. The update process considers a distribution of nodes for large-scale networks which have same density in a unit area for optimizing the system performance. Neighbor nodes are selected within a range which provides the smallest received signal strength error based on the real experiments. MATLAB simulation showed that the proposed algorithm is more accurate than trilateration and les complex than multidimensional scaling. The implementation on MicaZ using TinyOS-2.x confirmed the practicality of the proposed algorithm.