• Title/Summary/Keyword: 품질 평가 요소

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Leased Line Traffic Prediction Using a Recurrent Deep Neural Network Model (순환 심층 신경망 모델을 이용한 전용회선 트래픽 예측)

  • Lee, In-Gyu;Song, Mi-Hwa
    • KIPS Transactions on Software and Data Engineering
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    • v.10 no.10
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    • pp.391-398
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    • 2021
  • Since the leased line is a structure that exclusively uses two connected areas for data transmission, a stable quality level and security are ensured, and despite the rapid increase in the number of switched lines, it is a line method that is continuously used a lot in companies. However, because the cost is relatively high, one of the important roles of the network operator in the enterprise is to maintain the optimal state by properly arranging and utilizing the resources of the network leased line. In other words, in order to properly support business service requirements, it is essential to properly manage bandwidth resources of leased lines from the viewpoint of data transmission, and properly predicting and managing leased line usage becomes a key factor. Therefore, in this study, various prediction models were applied and performance was evaluated based on the actual usage rate data of leased lines used in corporate networks. In general, the performance of each prediction was measured and compared by applying the smoothing model and ARIMA model, which are widely used as statistical methods, and the representative models of deep learning based on artificial neural networks, which are being studied a lot these days. In addition, based on the experimental results, we proposed the items to be considered in order for each model to achieve good performance for prediction from the viewpoint of effective operation of leased line resources.

A Study on Maturity Model of Information Integration System (정보연계 시스템의 성숙도 모델에 관한 연구)

  • Ha, Hyodong;Lee, Ook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.8
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    • pp.570-578
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    • 2019
  • In this era of big data, a variety of government organizations are trying to create new added value via Information Integration. Therefore, several projects related to government agencies' information sharing have activated system connection/integration. The risk factors of system operation, however, have increased as the volume of Information Integration System grows. The interference in information sharing is predicted to affect the operation of the agencies, and the issue will grow even worse with massive impact on civil society when the agency operation is interrupted due to system failures in terms of infrastructure, software, data quality, and security. Diverse studies related to the maintenance of Information System have been conducted, but there is currently no evaluation framework for the operational system of Information Integration between various government agencies. In this respect, this study distinguishes each of the Information System components, Data, IT, People, Process, systematizes with Plan-Do-See, and finally presents a maturity model for Information Integration. Nine derived processes were analyzed through interview and questionnaires from Information Integration System officials, further suggesting maturity stage applying CMMI. This model allows diagnosis of the maturity level of an Information Integration System, and is expected to be utilized as resource for improving organizational processes.

Geoscientific Research of Bedrock for HLW Geological Disposal using Deep Borehole (고준위방사성폐기물 심층처분을 위한 심부 시추공을 활용한 암반의 지구과학적 조사 )

  • Dae-Sung, Cheon;Won-Kyong, Song;You Hong, Kihm;Seungbeom, Choi;Seong Kon, Lee;Sung Pil, Hyun;Heejun, Suk
    • Tunnel and Underground Space
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    • v.32 no.6
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    • pp.435-450
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    • 2022
  • In step-by-step site selection for geological disposal of high-level radioactive waste, parameters necessary for site selection will be acquired through deep drilling surveys from the basic survey stage. Unlike site investigations of rock mass structures such as tunnels and underground oil storage facilities, those related to the geological disposal of high-level radioactive waste are not only conducted in relatively deep depths, but also require a high level of quality control. In this report, based on the 750 m depth drilling experience conducted to acquire the parameters necessary for deep geological disposal, the methodology for deep drilling and the geology, geophysics, geochemistry, hydrogeology and rock mechanics obtained before, during, and after deep drilling are discussed. The procedures for multidisciplinary geoscientific investigations were briefly described. Regarding in-situ stress, one of the key evaluation parameter in the field of rock engineering, foreign and domestic cases related to the geological disposal of high-level radioactive waste were presented, and variations with depth were presented, and matters to be considered or agonized in acquiring evaluation parameters were mentioned.

Dynamic Shear Behavior Characteristics of PHC Pile-cohesive Soil Ground Contact Interface Considering Various Environmental Factors (다양한 환경인자를 고려한 PHC 말뚝-사질토 지반 접촉면의 동적 전단거동 특성)

  • Kim, Young-Jun;Kwak, Chang-Won;Park, Inn-Joon
    • Journal of the Korean Geotechnical Society
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    • v.40 no.1
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    • pp.5-14
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    • 2024
  • PHC piles demonstrate superior resistance to compression and bending moments, and their factory-based production enhances quality assurance and management processes. Despite these advantages that have resulted in widespread use in civil engineering and construction projects, the design process frequently relies on empirical formulas or N-values to estimate the soil-pile friction, which is crucial for bearing capacity, and this reliance underscores a significant lack of experimental validation. In addition, environmental factors, e.g., the pH levels in groundwater and the effects of seawater, are commonly not considered. Thus, this study investigates the influence of vibrating machine foundations on PHC pile models in consideration of the effects of varying pH conditions. Concrete model piles were subjected to a one-month conditioning period in different pH environments (acidic, neutral, and alkaline) and under the influence of seawater. Subsequent repeated direct shear tests were performed on the pile-soil interface, and the disturbed state concept was employed to derive parameters that effectively quantify the dynamic behavior of this interface. The results revealed a descending order of shear stress in neutral, acidic, and alkaline conditions, with the pH-influenced samples exhibiting a more pronounced reduction in shear stress than those affected by seawater.

Structural Stability Analysis Study for Existing Subway Tunnels Using a 3D Stress-Pore Pressure Coupled Finite Element Modelling of NATM Tunneling (NATM 터널굴착시 응력-간극수압 연계 3차원 유한요소모델링을 통한 기존 지하철터널의 구조적 안정성 해석연구)

  • Kong, Byung-Seung
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.13 no.6 s.58
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    • pp.192-203
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    • 2009
  • In the new Seoul-Busan high speed railroad construction specially in area of city center passage the roadbed establishment is recommended the staibility for the existing subway tunnel segments of Busan subway 1st and 2nd lines regarding the appearance condition, a quality condition and the durability of the objective facility, and it evaluates the numerical analysis using MIDAS/GTS which leads the stability of the objective facility and investigatesd tunnels. Fundamental issues in tunneling under high groundwater table are discussed and the effect of groundwater on tunnel excavation was examined using a 3D stress-pore pressure coupled Finite-Element Method. Based on the results the interaction mechanism between the tunnelling and groundwater is identified. In the both of 1st and 2nd Line the maximum sinkage, unequal sinkage and the lining stress from numerical analysis are within permission and the damage degree is appearing to be disregarded. But it enforces necessary Pre-grouting in order to minimize an actual tunnel face conduct and when the tunnel is excavated it is also necessary to minimize the outflow possibility.

Multivariate Analysis of Variation of Growth and Quality Characteristics in Colored Rice Germplasm (유색미 도입 유전자원의 생육 및 품질특성 변이 다변량 분석)

  • Park, Jong-Hyun;Lee, Ji-Yoon;Chun, Jae-Buhm;You, Oh-Jong;Son, Eun-Ho
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.63 no.3
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    • pp.175-185
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    • 2018
  • The aim of this study was to evaluate the variation of growth and quality characteristics in colored rice from 178 accessions and to develop useful, basic rice breeding data by classifying these germplasm characteristics via principal component (PC) analysis. The coefficient of variation of the 178colored rice accessions were the highest for panicle length (PL) and protein contents, followed by length-width ratio (LWR), 1000-grain weight (TGW), culm length (CL), and amylose contents, whereas the lowest was for the number of panicles per hill (NP), which is a yield component. The results from the PC analysis exhibited eigenvalues and contributions respective to each PC as follows: PC1, 2.06 and 29.49%; PC2, 1.31 and 18.75%; PC3, 1.21 and 17.36%; PC4, 1.01 and 14.38%. The eigenvalues of four PCs were over 1.0, and their cumulative contributions were 79.98%, which completes the necessary condition for evaluation of the 178 colored rice accessions. Cluster analysis showed cluster I as the largest, which included 79 accessions, while clusters II, III, IV, V, VI, and VII comprised 46, 19, 13, 4, 8, and 9 accessions, respectively. Moreover, dark brown accessions were dispersed in clusters I and II, and many resources of purple seed coat color were found in clusters V, VI, and VII. Particularly, cluster V had resources of only black and purple seed coat colors. Resources of cluster VII were found to have a relatively small average CL, PL, and LWR; notably, cluster V had the smallest average TGW, and cluster IV the lowest NP but the highest TGW. Finally, considering the yield potential, growth characteristics, heading stage, and color during breeding of colored rice, we obtained the following conclusions: cluster VII is suitable for breeding of colored rice; cross breeding among clusters I, II, and VII has a high yield potential; and it is possible to produce a superior color by cross breeding plants from cluster V and VI.

Analysis of Utilization and Maintenance of Major Agricultural machinery (Tractor, Combine Harvester and Rice Transplanter) (핵심 농기계(트랙터, 콤바인 및 이앙기) 이용 및 수리실태 분석)

  • Hong, Sungha;Choi, Kyu-hong
    • Journal of the Korean Society of International Agriculture
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    • v.30 no.4
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    • pp.292-299
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    • 2018
  • In a survey in which farmers were asked about their levels of satisfaction with agricultural machines, Japanese products scored higher than local products by 1.2, 1.3, and 1.4 times for tractors, combine harvesters, and rice transplanter, respectively. Japanese products corresponded to generally high satisfaction levels in terms of operating performance, operability, frequency of breakdowns, and durability, excluding sales price and after-sales services. Effective countermeasures through quality improvement are therefore necessary for Korean products. Furthermore, a survey of dealers showed that the components and consumables for core agricultural machines had high frequencies of breakdowns and repairs. Four major components of tractors represented 85.3% of all breakdowns and repairs, five components of combine harvesters represented 89.6%, and three components of rice transplanters represented 80.5%. Moreover, a comparison of the technological levels between local and imported machines showed that the local machines' levels were at 60-100% for tractors, 70-100% for combine harvesters, and 70-95% for rice transplanters. Small and mid-sized tractors, 4 interrow combine harvesters, and 6 interrow rice transplanters showed similar levels of technology. The results of the analysis suggest that action is urgently needed at a policy level to establish an agricultural machinery component research center for the development, production, and supply of commonly-used components, with the participation of manufacturers of agricultural machines and components, in order to enhance the competitiveness of local manufacturers and to revitalize the agricultural machine market.

Policy and Strategy Implications of Smart Electricity Distribution Technologies in the Perspective of IT Ecosystem (스마트 배전의 경쟁전략 및 정책 시사점: IT Ecosystem의 관점에서)

  • Kim, Tae-Ha;Park, Chan-Hi
    • Information Systems Review
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    • v.12 no.1
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    • pp.189-207
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    • 2010
  • We applied IT ecosystem analysis to Smart Grid system in this paper and thereby compared various arguments about Smart Grid technologies against the reality of the power generation and distribution in South Korea with a special attention to the power distribution side. Our work attempts to propose policy implications in the government-level based on a firm-level analysis using the framework of the competitive strategy and advantage. The Smart Grid initiative is expected to enhance the efficiency in the power generation and distribution. In addition, the Smart Grid initiative aims at capturing the opportunities in the electric power business such as parts, components, supplies, and system products in the global arena. Prerequisites of smart distribution system include building infrastructure based on smart distribution parts, information systems, communication technologies, and developing various application programs and interfaces that would interact with the consumers. Consumers are expected to play an integral role by changing their consumption patterns in response to dynamic pricing and quality choices enabled by the smart distribution technologies. In order to induce the consumers to participate actively in the program, firms and policy makers should consider providing consumers economic incentives and proper education for better understanding of new technologies. Our work helps policy makers and firm better understand the nature of technology and stakeholders for the successful implementation of smart distribution technologies.

Assessment of Main Management Components for Successful University Foodservice Operations By Using SERVQUAL Model (대학 급식소의 성공적인 운영을 위한 필수관리요소 평가 : 서브퀄모델을 활용한 서비스품질관리 활동 평가)

  • Gwak, Dong-Gyeong;Jang, Hye-Ja
    • Journal of the Korean Dietetic Association
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    • v.3 no.2
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    • pp.123-140
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    • 1997
  • The purpose of this study were to assess main management components that can lead to successful university foodservice operations. Specifically, it was intended to develop the tool which assesses the service quality, management, to assess the difference between customer importance from and perceptions of service quality, to compare management perceptions of customer importances with actual service delivery, and to identify internal problems which affect service quality with the use of gap model. Three types of questionnaires were developed and implemented for customers, foodservice personals and foodservice manager. Assessment tools were developed based on the literature review, SERVQUAL, GAP model, and the pilot study. Through the validity and reliability test, the questionnaires were revised. Questionnaires were distributed to 900 university students, 207 foodservice personnels, and 54 foodservice manager respectively. 831 university students, 177 foodservice personnels, and 48 foodservice manager were responded with a response rate of 92.3%, 85.5%, and 88.8% respectively. Statistical data analysis was completed using the SPSS programs for descriptive analysis, ANOVA. and SNK test. The results of this study can be summarized as follows : 1. In quality service management components, 31 quality service attributes were categorized and named into primary quality, secondary quality, hygiene, empathy, tangibles, reliability, responsiveness, and price by the factor analysis. 2. Importance mean score of customers was 4.02 out of 5, but perception mean score of customers was 2.55. So there was a relative big gap(1.47) between importance and perception scores, especially in three dimensions of responsiveness, primary quality, and hygiene. 3. It showed that customers' mean scores of perceived service quality by dimensions were the following order : price > reliability > secondary quality > hygiene > tangibles > primary quality > responsiveness > empathy. And the perception mean score of rented(2.59) or contracted(2.58) management was significantly higher than that of self-operated(2.48). 4. Customers' importances mean score which internal customers recognize was 4.23 out of 5, but service delivery mean score was 3.85. So there was a little gap(0.39) between management perceptions of customer importances and actual service delivery. 5. In gap model, SERVQUAL score showed -1.47, Gap 1 positive 0.15, gap 2 negative 0.61, and gap 3 was positive 0.19. 6. The internal problems were as follows : (1) The managers of University foodservice perceived well enough the customers' expectation value but their management competency was lacked in terms of responding customer needs, (2) The foodservice staff perceived service performance more highly than service quality specifications.

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양성 고분자로 표면 사이징된 원지에 의한 도공층의 조기 구조화 및 도공지의 물성 개선

  • 이학래;전대구
    • Proceedings of the Korea Technical Association of the Pulp and Paper Industry Conference
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    • 2000.11a
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    • pp.62-62
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    • 2000
  • 도공지 제조 시 적절한 표면특성을 지닌 원지를 사용하는 것은 최종 도공지 품질향상은 물론 조업성 개선에도 필수적인 요소이다. 이러한 목적을 달성하기 위해 도공원지의 표면 사이징이 실시되고 있다. 도공원지의 표면 사이정 시 양성전분을 이용할 경우 서로 반대로 하전된 전분 과 섬유 사이에 발현되는 정전기적 인력에 의해서 표면 사이정 전분의 원지로의 전분 침투가 억제되어 도공원지의 불투명도, 광택도 인쇄적성 둥의 물성 향상을 꾀할 수 있다. 또 이러한 원지를 이용하여 도공을 할 경우 음전하를 띤 도공액 구성성분과 양전하를 띤 원지 표면의 정 전기적 작용에 의해 도공액의 부동화가 촉진될 수 있으므로 도공액의 표면 잔류성이 향상되 며, 도공층 공극 구조 개선에 따른 광학적인 성질의 개선도 기대할 수 있을 것으로 기대된다. 본 연구에서는 양성전분으로 표면 사이정 된 원지를 사용한 도공지와 기존의 산화전분을 이용하여 표면 사이정한 원지를 이용하여 제조된 도공지의 특성을 비교하였다. 또 양성전분에 의한 표면 사이징 효과를 보다 극대화하고 도공안료와 원지 표면과의 반응성을 증가시키기 위 해 양이온성 폴리머를 표면 사이정 시 첨가하여 표면 사이칭을 하는 방법을 평가하였다. 아울 러 양성전분과 도공안료와의 반응에 따라 도공층의 부동화가 촉진될 수 있다는 근거를 구명하 기 위해 레올로지적인 접근을 시도하였으며, 도공층의 공극 특성 관찰, 광산란 및 광홉수 계수 측정 등을 통해 양성전분으로 표면 사이정된 도공층의 구조적 특성을 분석하였다. 그 결과 산화전분에 비해 양성전분으로 표면 사이징한 원지의 경우 도공지의 불투명도가 높게 나타났다. 이는 양성전분으로 표면 사이정한 원지를 사용한 경우 도공층의 구조가 광 산란계수를 향상시킬 수 있도록 변화되었기 때문임을 확인하였다. 표면 사이징시 양이온성 폴리머를 첨가할 경우 불투명도 개선에 상당한 효과가 있었으며, 전분 대비 1% 이하의 첨 가량에서도 어느 정도의 개선이 가능하였다. 양성전분에 의한 도공액의 조기 부동화가 발현 된다는 것을 구명하기 위해서 도공액의 점탄성적 평가를 실시한 결과 산화전분에 비해 양성 전분 상에서 도공액의 storage modulus가 높고 critical strain point 역시 높은 값을 나타낸 다는 것을 확인하였다. 이는 양성전분과 도공액, 특히 클레이와의 정전기적 인력에 의한 반 응 결과로 생각된다. 양성전분을 이용한 도공원지의 표면 사이정 기술은 특히 평량이 낮은 도공지의 경우 수분 의 침투를 억제함으로써 도공공정에서의 지절을 감소시킬 뿐 아니라 불투명도 등 광학적 성질 을 개선시키고, 표면 커버리지를 향상시키는 효과를 나타낼 것으로 기대된다.

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