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Greedy Technique for Smart Grid Demand Response Systems (스마트 그리드 수요반응 시스템을 위한 그리디 스케줄링 기법)

  • Park, Laihyuk;Eom, Jaehyeon;Kim, Joongheon;Cho, Sungrae
    • KEPCO Journal on Electric Power and Energy
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    • v.2 no.3
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    • pp.391-395
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    • 2016
  • In the last few decades, global electricity consumption has dramatically increased and has become drastically fluctuating and uncertain causing blackout. Due to the unexpected peak electricity demand, we need significant electricity supply. The solutions to these problems are smart grid system which is envisioned as future power system. Smart grid system can reduce electricity peak demand and induce effective electricity consumption through various price policies, demand response (DR) control methodologies, and state-of-the-art smart equipments in order to optimize electricity resource usage in an intelligent fashion. Demand response (DR) is one of the key technologies to enable smart grid. In this paper, we propose greedy technique for demand response smart grid system. The proposed scheme focuses on minimizing electricity bills, preventing system blackout and sacrificing user convenience.

Music Genre Classification using Spikegram and Deep Neural Network (스파이크그램과 심층 신경망을 이용한 음악 장르 분류)

  • Jang, Woo-Jin;Yun, Ho-Won;Shin, Seong-Hyeon;Cho, Hyo-Jin;Jang, Won;Park, Hochong
    • Journal of Broadcast Engineering
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    • v.22 no.6
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    • pp.693-701
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    • 2017
  • In this paper, we propose a new method for music genre classification using spikegram and deep neural network. The human auditory system encodes the input sound in the time and frequency domain in order to maximize the amount of sound information delivered to the brain using minimum energy and resource. Spikegram is a method of analyzing waveform based on the encoding function of auditory system. In the proposed method, we analyze the signal using spikegram and extract a feature vector composed of key information for the genre classification, which is to be used as the input to the neural network. We measure the performance of music genre classification using the GTZAN dataset consisting of 10 music genres, and confirm that the proposed method provides good performance using a low-dimensional feature vector, compared to the current state-of-the-art methods.

A Cost Estimation Development Methodology via CER's Linear Combination (CER 선형결합을 통한 비용추정 모델 개발)

  • Jung, Won-Il;Lee, Yong-Bok;Kim, Dong-Kyu;Kan, Sung-Jin
    • IE interfaces
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    • v.25 no.3
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    • pp.347-356
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    • 2012
  • The acquisition cost of defense weapon system has been continuously increasing because of art-of-technology of it. This phenomenon requires efficiency and transparency in the weapon system acquisition process through cost estimation. Therefore cost estimation is very important to the government acquisition programs to support decisions about funding and to evaluate resource requirement as a key decision point. The Commercial parametric cost estimating models have been using extensively to obtain appropriate cost estimates in early acquisition phase. These models have many restrictions to ensure the cost estimating result in Korean defense environment because they are developed based on foreign R&D data. Also estimation results are different from Korean defense industry accounting system. So, some studies have been tried to develop a CER (Cost Estimation Relationship) based on the Korean historical data. However, there are some restrictions to improve the predictability and ensure the stability of the developed singular CERs which consider the following data characteristics individually. The the abnormal conditions of data that is multicollinearity, outlier and heteroscedasticity under rack of the number of observations. In this paper, a CER's Linear Combining Model is proposed to overcome those limitations which guarantee more accurate estimation (25.42% higher precision) than other singular CERs. At least, this study is meaningful as a first attempt to improve the predictability of CER with insufficient data. The methodology suggested in this study will be useful to develop a complex Korean version cost estimating model development in future.

A Study on the Revitalization of University Libraries Using Local Cultural Contents (지역문화콘텐츠를 활용한 대학도서관 활성화 방안 연구)

  • Noh, Younghee;Lee, Seok Hyoung;Shin, Youngji;Kwak, Woo-Jung
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.31 no.3
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    • pp.169-189
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    • 2020
  • In this study, as the role and function of university libraries have been expanded to become a base for local information services and local information service centers along with the demands of the times, this study seeks to find ways to revitalize university library services using local cultural contents. I did. As a result, first, university libraries select core cultural contents representing the region or contents related to people from the region as regional cultural contents, receive information from relevant institutions in the region, or directly It must perform social, cultural and educational functions based on culture and art. Second, when planning programs related to local cultural contents, university libraries should proceed in the form of combining local visits, learning, reading, and experiences. Third, university libraries should play a role as a repository of cultural resources and a hub of cultural resources through systematic and stable preservation of cultural resources and widespread service expansion through the establishment of a local cultural resource management system.

U. S. Fair Housing Amendments Act (FHAA) and Home Accessibility - Comparison of before and after the FHAA - (U.S. Fair Housing Amendments Act와 접근 가능한 공동주택 디자인 - 법 시행 전·후 비교 -)

  • Kwon, Hyun Joo;Hwang, Eunju
    • Journal of the Korean housing association
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    • v.26 no.5
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    • pp.19-26
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    • 2015
  • This study examined whether the Fair Housing Amendments Act of 1988 (FHAA) in the US provides more home accessibility features and reduces the home accessibility problems of senior residents with physical disability. The 2011 American Housing Survey data with a sample of 2,326 senior residents age 55 and over with physical disability and living in multifamily housing built between 1970 and 2011 were analyzed. We compared senior residents living in multifamily before (1970-1990) and after (1991-2011) the FHAA. The results show that senior residents living in multifamily housing before the FHAA were at a greater disadvantage because they were more likely to live in older buildings located in urban areas, yet paid lower rent and received government subsidies. This study confirmed that the FHAA enabled residents of multifamily housing to have more home accessibility features. However, there was no significant difference in perceived home accessibility problems between the two groups, indicating that senior residents in multifamily housing have experienced home accessibility problems both before and after the FHAA. This study has important implications for housing policy makers to consider home accessibility features for multifamily housing buildings before the FHAA, and to revisit if the FHAA sufficiently compensates physical disability of senior resident living in multifamily housing after the FHAA.

Estimation of environmental effects and genetic parameters of carcass traits on Chikso (Korean brindle cattle)

  • Park, Byoungho;Choi, Tae Jeong;Park, Mi Na;Oh, Sang-Hyon
    • Asian-Australasian Journal of Animal Sciences
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    • v.33 no.4
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    • pp.525-530
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    • 2020
  • Objective: The purpose of this study was i) to identify the characteristics of carcass traits in Chikso by gender, region, age at slaughter, and coat color using the carcass data collected from the nationwide pedigree information and coat color investigation, and ii) to estimate genetic parameters for breed improvement. Methods: A linear model was used to analyze the environmental effects on the carcass traits and to estimate genetic parameters. Analysis of variance was performed using TYPE III sum of squares for the unbalanced data provided by the general linear model procedure. Variance components for genetic parameters was estimated using REMLF90 of the BLUPF90 family programs. Results: Phenotypic performance of carcass weight (CW), eye muscle area (EMA), and backfat thickness (BF) in Chikso were lower than those of Hanwoo. This is a natural outcome because Hanwoo have undergone significant efforts for improvement at the national level, a phenomenon not observed in Chikso. Another factor influencing the above outcome was the smaller population size of Chikso compared to that of Hanwoo's. The heritabilities of CW, EMA, BF, and marbling score in Chikso were estimated as 0.50, 0.37, 0.35, and 0.53, respectively, which were was higher than those of Hanwoo. Conclusion: Based on the genetic parameters that were estimated in this study, it is expected that the carcass traits will improve when the livestock research institutes at each province conduct small-scale performance tests and the semen is provided to farmers after selecting proven bulls using the state-of-art selection technique such as genomic selection.

Permanent Characteristics of the Handsheet Mixed with Hemp Bast Fiber (삼 인피섬유 혼합율이 종이의 보존 특성에 미치는 영향)

  • Kim, Jun-Kyu;Choi, Kyoung-Hwa;Lee, Myoung-Ku
    • Journal of Korea Technical Association of The Pulp and Paper Industry
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    • v.46 no.6
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    • pp.71-77
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    • 2014
  • Despite the ubiquity of electronic media, paper is still the most generally readable carrier of information. Because paper materials are deteriorated by chemical, biological and physical factors over time, there have been major concerns about the decay of large collections of books, publications, old maps, historical artifacts, and written records. Therefore, manufacture of permanent paper has been a highly debated issue in paper conservation research. Through the use of permanent paper, our new records, journals, library books, art works, and all culturally and historically important documents can be preserved. In this study, handsheets were made of mixture of hemp bast fiber produced by soda pulping and HwBKP varying the amount of hemp. Physical, mechanical and optical properties of each handsheet were examined. As the ratio of hemp bast fiber increased, mechanical properties were improved significantly, but opacity decreased. After aging, the optical properties of the handsheets mixed with the hemp bast fiber more decreased than those of the non-mixed handsheet. The more mixture ratio of hemp bast fiber increased, the more decreasing rate of optical properties increased. As a result, it was confirmed that hemp bast fiber is a very promising resource for the manufacturing of permanent paper.

Curriculum development group specializing in the Department of Hu-man Resources plan (군 전문인력 양성학과 교육과정 개발 방안)

  • Kim, Young Joung
    • Convergence Security Journal
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    • v.13 no.2
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    • pp.195-202
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    • 2013
  • Defense reform our military for the globalization of information. Scientific command structure, troop structure, unit structure, step-by-step into the power structure while promoting a history of quantitative-oriented structure, and structure of the quality of state-of-the-art technology-driven transition in the middle of the bottle numberplans about the current 3.3-fold increase in reducing the cadre(officers and NCOs). NCO groups in the executive, especially expanding the current level of 100% increase in the rate of long-serving, while ensuring a stable job and to superior resources to secure a stable policy through science. Military alliance is now underway. In the midst of this group, and urged the group at the University of the leading military and specialized resources to ensure each agreement required by subjects to reflect. Thus effectively improve the quality of education and the demands of the job analysis, DACUM curriculum development methods and procedures can be applied at the time of urgent need for foster an excellent resource for the discharge of curriculum development at the University of Selected as a core job, career, and job classification configuration inside of Duty according to KST derived from the group reflect on the training courses to meet the requirements in the curriculum through the development of curriculum, job definition, job model set to propose.

The Effects of a Green Based Growth Education Program on Young Children's Environmental Preservation Knowledge, Attitude and Behavior (녹색성장교육에 기초한 프로그램이 유아의 환경보전지식, 태도 및 행동에 미치는 효과)

  • Lee, Mi Jin;Kim, Ji Eun
    • Korean Journal of Childcare and Education
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    • v.10 no.2
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    • pp.153-174
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    • 2014
  • This study started as an effort to solve the serious environmental program that the Korean government and internationally focused on. For the purpose of the study, a green based growth education program was composed that young children could participate in. With this program, the study participants could form attitudes, behavior, and knowledge of environmental preservation. To see the effectiveness of the green growth educational program, the study set up a control and an experimental group. The program was composed with four major content 'ecosystem', 'energy', 'resource', and 'green citizenship'. The study planned 20 sessions including fairy tales, storytelling, art, game, and science activities. The study's participants were a total of 42 five-year-old children. The result of the research showed that the experimental group's environmental preservation knowledge, attitude, and behavior score was significantly higher than the control group. The green growth educational program had a positive effect on young children's knowledge, attitude, and behavior of environmental preservation. This study included the realities of the difficulties applying green growth education in kindergarten, the result provided practical information regarding the green growth educational program to kindergarten teachers.

A Study on the RACMC Algorithm for the Efficient Management of ATM Network Resources (ATM망 자원의 효율적 관리를 위한 RACMC 알고리즘에 관한 연구)

  • Ryoo, In-Tae;Kim, Young-Il;Shim, Cheul;Kim, Dong-Yon;Lee, Sang-Bae
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.18 no.11
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    • pp.1701-1713
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    • 1993
  • This paper proposes a simple and highly effective RACMC(Real-time ATM Cell Monitoring and Control) algorithm and the resulting bandwidth gain effects art considered. RACMC algorithm performs usage parameter controls according to the monitoring informations of input data cells generated from the accepted connections and the controlling informations set by the M/P(Management Plane) for that connection. The results of monitoring and controlling actions for ATM data cells are transmitted to the M/P and the control parameters in lookup table are updated according to the condition of currently used bandwith. Therefore, the proposed algorithm can allocate network resource optimally and solve the several tantalizing problems that the existing cell control algorithm have, that is, the difficulty in controlling as monitoring very bursty traffics, unavoidable processing delay, and limited input buffer size when implemented. By the performance analysis using computer simulation, RACMC algorithm proves to be very effective especially in ATM network as implemented simply.

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