• Title/Summary/Keyword: Cluster reliability

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Load Forecasting using Hierarchical Clustering Method for Building (계층적 군집분석방법을 활용한 건물 부하의 전력수요예측)

  • Hwang, Hye-Mi;Lee, Sung-Hee;Park, Jong-Bae;Park, Yong-Gi;Son, Sung-Yong
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.64 no.1
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    • pp.41-47
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    • 2015
  • In recent years, energy supply cases to take advantage of EMS(Energy Management System) are increasing according to high interest of energy efficiency. The important factor for essential and economical EMS operation is the supply and demand plan the hourly power demand of building load using the hierarchical clustering method of variety statistical techniques, and use the real historical data of target load. Also the estimated results of study are obtained the reliability through separate tests of validity.

The Experimental Study on the Squeak & Rattle Noise Changes with Environment Test of Cluster (계기판의 환경 시험 후 소음 양상에 관한 시험적 연구)

  • Kim, Byung-Jim;Moon, Nam-Su;Park, Jin-Sung;Park, Hyun-Woo;Kim, Moon-Sam
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2012.04a
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    • pp.283-287
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    • 2012
  • Recently, Most of diverse noise of vehicles has decreased competitively according to development of the automotive manufacturing technology. Especially, Passenger car manufacturers has been conducting buzz, squeak and rattle(BSR) noise test as a method of the noise evaluation tests to reduce an unpleasant sound from interior parts on the driving the car. The purpose of this paper is to confirm the change of the noise generated in the product after the reliability evaluation. Here by the BSR test procedure used the test regulation of 'G' company.

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A Study on the Relationship between VMD Structural Elements of Apparel Stores and Related Variables (의류 점포의 VMD 구성 요소와 관련 변인 연구)

  • Kim, Sun-Hee
    • The Research Journal of the Costume Culture
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    • v.15 no.4
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    • pp.726-736
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    • 2007
  • The purpose of this study was to identify VMD structural elements of apparel stores, and related variables. The related variables are contained shopping orientation, store types, consumer satisfaction and the intention to purchase in apparel stores. The data was collected from a questionnaire conducted on 378 female adults and was analyzed by frequency analysis, factor analysis, cluster analysis, ANDVA, regression, Duncan test, and reliability analysis. The results were as follows: (1) VMD structural elements of apparel store consisted of four factors: coordination/fitness, fashionability, attractiveness, and functionality. Shopping orientation consisted of six factors: recreational, rational, fashion oriented, convenience oriented, price conscious, and brand conscious. Shopper types consisted of four groups: recreational type shopper, economic type shopper, high involved shopper, and convenience oriented shopper. (2) Significant differences were find out between those shopper types and VMD structural elements. Significant differences were find out between store types and VMD structural elements. (3) VMD structural elements(coordination/fitness, functionality, fashionability) were influenced consumer satisfaction and the intention to purchase.

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Identification of Information Characteristics According to Searching Value Types of Internet Consumer Information -Focused on the Classification of Internet Consumer Information- (인터넷소비자정보 탐색가치유형에 따른 정보특성인지 -인터넷소비자정보분류를 중심으로-)

  • 황은애;이승신
    • Journal of the Korean Home Economics Association
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    • v.40 no.4
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    • pp.105-124
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    • 2002
  • The purpose of this study was to analyze searching value types of Internet consumer information and to identify difference of information characteristics by searching value types. The online survey was conducted by 262 netizens. We used SPSS10.0 package and statistical analysis as follows : factor analysis, cluster analysis, one-way ANOVA, and Duncan's multiple range test. The results were summarized as follows: 1) searching value types of Internet consumer information were classified into 3 types - high benefit/high risk type, middle benefit/middle risk type, high benefit/low risk type. 2)In the degree of significance for information characteristics, consumer recognized accuracy as the most important then comes variability, utility, up-to-dateness, and reliability in that order. 3) high benefit/high risk type among searching value types was evaluated the most affirmative types for Internet consumer information.

A Research on the Service Environment Evaluation Elements for Development of the Silver Town (실버타운 개발을 위한 서비스환경 평가요인에 관한 연구)

  • Ha, Jeung-Soon;Kwak, Jae-Yong
    • Journal of the Korean housing association
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    • v.18 no.5
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    • pp.143-150
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    • 2007
  • The purpose of this research is to example the general trend of the service environment evaluation of the silver town and classify based on the service environment evaluation to suggest a effective method and alternatives fur development companies. The survey population of this study focused on 40s and 50s' middle aged both genders living in the Seoul and national capital region, we used random sampling method. The analytical methods used in this study were frequency, mean, standard deviation, factor analysis, Chi-Squae analysis, ANOVA, cluster Analysis, post-hoc estimation (Duncan test), To verify the reliability of each measure, Cronbach's alpha coefficient was used. As a result of classifying the environment evaluation elements, it was classified into 5 groups for the differentiating strategy on each group. The groups are: life support service type, medical and health support service type, cultural support service type, indifference type, and food support service type.

Ad hoc Network for Dynamic Multicast Routing Protocol Using ADDMRP

  • Chi, Sam-Hyun;Kim, Sung-Uk;Lee, Kang-Whan
    • Journal of information and communication convergence engineering
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    • v.5 no.3
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    • pp.209-214
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    • 2007
  • In this paper, we proposed a new MANET (Mobile Ad hoc Networks) technology of routing protocol. The MANET has a mobility formation of mobile nodes in the wireless networks. Wireless network have two types architecture: the Tree based multicast and shared tree based. The two kind's architecture of general wireless networks have difficult to solve the problems existing in the network, such as connectivity, safety, and reliability. For this purpose, as using that ADDMRP (Ad hoc network Doppler effect-based for Dynamic Multicast Routing Protocol), this study gives the following suggestion for new topology through network durability and Omni-directional information. The proposed architectures have considered the mobility location, mobility time, density, velocity and simultaneous using node by Doppler effects and improved the performance.

Electrochemical Property Measurement on Flyacenic Semiconductor(PAS) (PAS 전극에 관한 전기화학적 특성 측정)

  • 김한주;박수길;손원근;이홍기;이주성
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 1999.05a
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    • pp.197-200
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    • 1999
  • The polyacene materials prepared from phenol resine at relatively low temperature(550~75$0^{\circ}C$) show a highly Li-doped state up to $C_2$Li state without liberation of Li cluster. We prepared each polyacenic materials various temperature and investigated electrochemical property. We tried to change the mole ratio of [H]/[C] that was 0.24~0.4 range and finally found that the further discussion of improvements of battery materials. The X-ray structural analyses have shown that this material is essentiallly amorphous with loose structure in molecular size order. This structure ensures that the PAS battery has both reliability on repetitive doping-undoping processes and higher energy density than other batteries. The PAS electrode has been confirmed to show good stability and reversibility.

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A Study For the Development of Enhanced Classification Method of Consumer Attributes (사용자 요구품질 추출과 분류방법의 개선에 관한 연구)

  • 김승남;김철홍;정영배;김연수
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.24 no.67
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    • pp.77-82
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    • 2001
  • A study was conducted to develop a better classification method of Consumer Attributes that can enhance user-centered product design process. A modified QFD(Quality Function Deployment) survey form based upon Fuzzy set theory was proposed which contains 9 steps of importance level, and Certainty and Necessity function to improve the reliability of extracted consumer attributes. To verify the betterment and advantage of proposed classification method, a series of questionnaire survey was performed. Thirty male and 30 female university students were participated in the survey using a VCR as a target product. The result of the study showed that 80% of subjects were preferred the proposed classification over existing method. A cluster analysis was performed to further verify the betterment of the proposed method. The result also supported that the proposed classification method is more reliable and enhanced method in extracting consumer attributes and can be applied in the product design.

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Brand Image : Analysis of Domestic Jeans Market through Benefit Segmentation and Perceptual Mapping (I) (혜택세분화와 인식도에 의한 진의류 브랜드 이미지 연구(I) -진의류에 대한 추구혜택을 기준으로한 소비자 세분화-)

  • 최일경;고애란
    • Journal of the Korean Society of Clothing and Textiles
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    • v.19 no.4
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    • pp.651-662
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    • 1995
  • The purpose of this study was 1) to find out the benefits sought factors of jeans and to segment the consumer market 2) to analyze Purchase behavior, brand loyalty, and demo- graphic characteristics of benefit segments. The subjects were 350 male and female university students who have purchased at least one of the nine jeans brands selected for this study. For statistical analysis, reliability test, percentage, factor analysis, cluster analysis, x2-test, and analysis of variance were used. The results of this study were as follows; 1. Benefits sought by consumer were found to include four different factors-brand value, individuality, fashionability, and practicality. 2. As a result of subdividing the consumers, three distinctive groups were formed on the basis of benefit factors-individuality.fashion oriented group, brand value oriented group, and practicality oriented group. 3. Brand value oriented group rated the highest in all of following variables number of jeans possessed and purchased annually, brand loyalty, average household income, average monthly allowences, and amount of money spent in purchasing clothes in each season. Individuality - fashion oriented group rated the second.

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A Study on Efficient Group Member Authentication and Key Management Scheme for Multicast Security in MANET (MANET에서 멀티캐스트 보안을 위한 효율적인 그룹 멤버 인증 및 키 관리 기법 연구)

  • Yang, Hwanseok
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.13 no.4
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    • pp.115-123
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    • 2017
  • The mutual cooperation among nodes is very important because mobile nodes participating in MANET communicate with limited resources and wireless environment. This characteristic is important especially in environment that supports group communication. In order to support the secure multicast environment, it is important enough to affect performance to provide accurate authentication method for multicast group members and increase the integrity of transmitted data. Therefore, we propose a technique to provide the multicast secure communication by providing efficient authentication and group key management for multicast member nodes in this paper. The cluster structure is used for authentication of nodes in the proposed technique. In order to efficient authentication of nodes, the reliability is measured using a combination of local trust information and global trust information measured by neighboring nodes. And issuing process of the group key has two steps. The issued security group key increases the integrity of the transmitted data. The superiority of the proposed technique was confirmed by comparative experiments.