• 제목/요약/키워드: R-package

검색결과 539건 처리시간 0.028초

환경 에너지 시설 내 발효조, 소화기 및 건조기 유동해석 (Flow analysis of fermenter, digester and dryer environmental in energy facilities)

  • 전용한
    • Design & Manufacturing
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    • 제13권4호
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    • pp.28-33
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    • 2019
  • In this study, the flow analysis of fermentation tank, digester and dryer, which are the main equipment in environmental energy facilities, was carried out. Numerical analysis was carried out with the size of the actual plant, and 3D modeling program CATIA V5 R16, grid generation program Gambit, and general purpose flow analysis package ANSYS-FLUENT (v13) were used. Simulation results of the carrier gas flow analysis in the STD dryer using the computational fluid dynamics program showed that the carrier gas smoothly circulated between the shells of the dryer and the flow was uniformly distributed without stagnation or flow. It is also predicted that rotational flow due to shell rotation is active. The average flow velocity of carrier gas in the STD dryer was estimated to be about 0.196m / s, and the average temperature of the carrier gas was calculated to be 424K. Due to the relatively slow carrier gas velocity and high average temperature, the water content of the sludge can be effectively lowered.

A GraphML-based Visualization Framework for Workflow-Performers' Closeness Centrality Measurements

  • Kim, Min-Joon;Ahn, Hyun;Park, Minjae
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권8호
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    • pp.3216-3230
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    • 2015
  • A hot-issued research topic in the workflow intelligence arena is the emerging topic of "workflow-supported organizational social networks." These specialized social networks have been proposed to primarily represent the process-driven work-sharing and work-collaborating relationships among the workflow-performers fulfilling a series of workflow-related operations in a workflow-supported organization. We can discover those organizational social networks, and visualize its analysis results as organizational knowledge. In this paper, we are particularly interested in how to visualize the degrees of closeness centralities among workflow-performers by proposing a graphical representation schema based on the Graph Markup Language, which is named to ccWSSN-GraphML. Additionally, we expatiate on the functional expansion of the closeness centralization formulas so as for the visualization framework to handle a group of workflow procedures (or a workflow package) with organizational workflow-performers.

Text Mining and Sentiment Analysis for Predicting Box Office Success

  • Kim, Yoosin;Kang, Mingon;Jeong, Seung Ryul
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권8호
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    • pp.4090-4102
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    • 2018
  • After emerging online communications, text mining and sentiment analysis has been frequently applied into analyzing electronic word-of-mouth. This study aims to develop a domain-specific lexicon of sentiment analysis to predict box office success in Korea film market and validate the feasibility of the lexicon. Natural language processing, a machine learning algorithm, and a lexicon-based sentiment classification method are employed. To create a movie domain sentiment lexicon, 233,631 reviews of 147 movies with popularity ratings is collected by a XML crawling package in R program. We accomplished 81.69% accuracy in sentiment classification by the Korean sentiment dictionary including 706 negative words and 617 positive words. The result showed a stronger positive relationship with box office success and consumers' sentiment as well as a significant positive effect in the linear regression for the predicting model. In addition, it reveals emotion in the user-generated content can be a more accurate clue to predict business success.

A Novel Technique to Minimize Gain-Transient Time of WDM signals in EDFA

  • Shin, Seo-Yong;Kim, Dae-Hoon;Kim, Sung-Chul;Lee, Sang-Hun;Song, Sung-Ho
    • Journal of the Optical Society of Korea
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    • 제10권4호
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    • pp.174-177
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    • 2006
  • We propose a new technique to minimize gain-transient time of wavelength-division-multiplexing (WDM) signals in erbium-doped fiber amplifiers (EDFA) in channel add/drop networks. We have dramatically reduced the gain-transient time to less than $3{\mu}sec$ by applying, for the first time to our knowledge, a disturbance observer with a proportional/integral/differential (PID) controller to the control of EDFA gain. The $3{\mu}sec$ gain-transient time is the fastest one ever reported and it is approximately less than 1.5% of $200{\mu}sec$ gain-transient time of commercially available EDFAs for WDM networks. We have demonstrated the superiority of the new technique by performing the simulation with a numerical modeling software package such as the $Optsim^{TM}$.

EU 통신법의 회원국내 국내법화 추진동향 (A Study on the National Lawmaking Trends of the EU Electronic Communications Regulatory Package in the Member Nations)

  • 김방룡;차성민
    • 전자통신동향분석
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    • 제20권2호통권92호
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    • pp.103-114
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    • 2005
  • EU가 채택한 "전자통신 규제 패키지"는 종래의 정보통신 산업구조가 수직통합형에서 인터넷 기술발전에 따라 물리적인 네트워크, 전송서비스, 콘텐츠로 층별로 세분화되어 가고 있는 현실을 반영한 새로운 규제체계로 평가할 수 있다. EU는 가맹 국가에대해 이 법령을 2003년 7월까지 국내법에 적용하도록 권고하였으나, 15개 회원국 가운데 이 기한까지 국내법화를 실시한 나라는 5개국에 불과한 실정으로, 여기에 대한유럽 위원회의 대응이 주목된다. 우리나라도 이 법령의 문제점을 감안하면서 현실에맞는 통신. 방송 융합을 위한 규제 법령을 조속히 정비해야 할 것으로 기대한다.

환자와 병원종사자간의 의료서비스 만족도 차이분석 -종합병원을 중심으로- (Differences of Satisfaction between Patients and Hospital Employees with Medical Care Services in the General Hospital)

  • 김순재
    • 가정과삶의질연구
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    • 제17권1호
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    • pp.73-86
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    • 1999
  • The aim of this study is to suggest theoretical foundations on which hospital employees could estimate medical care services not in the position of providers but consumers. For this purpose this study compares satisfaction of providers but consumers. For this purpose this study compares satisfaction of patients with medical care service with that of hospital employees. 287 patients and 261 employees in three university hospitals in Daegu were selected as samples of investigation and asked questions. Statistical analysis was taken using SAS package. The result of this study are as follows. 1) Among the five fields of medical services patients and hospital employees have different views in doctor hospital staff(except doctor) treatment system availability service but parking service 2) Hospital employees overestimate the level of medical care services compared with patients 3) Demographical variables make a difference in medical satisfaction 4) In satisfaction-evaluation after r ceiving treatment medical system service is influential variables in both patients and hospital employees. And in patient group doctor service is following variables while availability and parking service is influential variables in employees.

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ELS을 이용한 40W lighting system 개발 (Development of 40W Portable lighting system using ELS)

  • 김진홍;박정욱;김기훈;천우영
    • 한국조명전기설비학회:학술대회논문집
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    • 한국조명전기설비학회 2008년도 추계학술대회 논문집
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    • pp.161-164
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    • 2008
  • ELS(Edge Light System)을 이용한 40W조명 시스템을 개발하기 위하여, ELS에 적합한 LED를 선정하고, 색온도 제어라 광색제어를 위한 구동회로 및 제어회를 설계 제각 하였으며, 0.5W R,G,B 4 IN 1 Package 를 적용하여 LED 180EA를 사용하여 LED Lighting System을 개발하였다. ELS LED Lighting System은 40W급 LED SMPS 구동회로 및 광색/색온도 제어회로 설계, 면발광을 위한 ELS 설계, 방열 설계 및 기구 구조 설계를 통하여 개발되었으며, 직접 시제품을 제작하고 그 성능을 측정하였다.

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대물프리즘관측에 의한 방출선은하의 탐색 (SURVEY OF EMISSION-LINE GALAXIES BY OBJECTIVE PRISM OBSERVATIONS)

  • 김철희
    • 천문학논총
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    • 제11권1호
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    • pp.49-55
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    • 1996
  • In order to discover the candidates of emission-line galaxies towards Hydra Void, objective-prism observations using U.K. Schmidt Telescope were carried out. To search the emission feature of [0III]${\lambda}{\lambda}4959,5007$ for all objects on the plate, all observed prism plates were scanned with APM at the Royal Observatory and the copied direct R plates were scanned with PDS Microdensitometer operating in the Inter- University Center for National Science Research Facilities. By utilizing the "XIMTOOL" package, both spectral and direct images for the same field were displayed simultaneously on up and down windows separately. In case of distinct emission features for a certain object, corresponding direct object on the other window was examined through eyeballing to see whether this object is a galaxy. Through this procedure, we discovered in total 33 candidates of emission-line galaxies in a single field.

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다항회귀분석을 활용한 혼합경량토의 강도산정 모델 개발 (Development of Strength Prediction Model for Lightweight Soil Using Polynomial Regression Analysis)

  • 임병권;김윤태
    • 한국해양공학회지
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    • 제26권2호
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    • pp.39-47
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    • 2012
  • The objective of this study was to develop a strength prediction model using a polynomial regression analysis based on the experimental results obtained from ninety samples. As the results of a correlation analysis between various mixing factors and unconfined compressive strength using SPSS (statistical package for the social sciences), the governing factors in the strength of lightweight soil were found to be the crumb rubber content, bottom ash content,and water-cement ratio. After selecting the governing factors affecting the strength through the correlation analysis, a strength prediction model, which consisted of the selected governing factors, was developed using the polynomial regression analysis. The strengths calculated from the proposed model were similar to those resulting from laboratory tests (R2=87.5%). Therefore, the proposed model can be used to predict the strength of lightweight mixtures with various mixing ratios without time-consuming experimental tests.

Improving In-Vehicle Display and Control Design for Older Drivers

  • Ryu, Jae-Heok;Lee, Seong-Il
    • Industrial Engineering and Management Systems
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    • 제10권4호
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    • pp.288-291
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    • 2011
  • Recommendations for older driver-friendly automobile interior design have been determined by taking into account older people's physical and cognitive characteristics. Twenty three older people (aged from 54 to 78) and five younger people (from 20 to 29) performed several tasks in actual driving conditions, in which their reaction times and performance errors were recorded. Some design factors were found to be related to older drivers' visibility and controllability. Several design recommendations were proposed in terms of cluster color and font, display location, and HVAC control type. Proposed recommendations are expected to satisfy a wider range of older drivers as these will facilitate automobile interior designs which are fitter to older drivers' visual, cognitive, and manual capabilities.