• 제목/요약/키워드: Combined Data Analysis

검색결과 1,602건 처리시간 0.031초

Non-linear time-dependent post-elastic analysis of suspended cable considering creep effect

  • Kmet, S.;Tomko, M.;Brda, J.
    • Structural Engineering and Mechanics
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    • 제22권2호
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    • pp.197-222
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    • 2006
  • In this paper, the non-linear time-dependent closed-form, discrete and combined solutions for the post-elastic response of a geometrically and physically non-linear suspended cable to a uniformly distributed load considering the creep effects, are presented. The time-dependent closed-form method for the particularly straightforward determination of a vertical uniformly distributed load applied over the entire span of a cable and the accompanying deflection at time t corresponding to the elastic limit and/or to the elastic region, post-elastic and failure range of a suspended cable is described. The actual stress-strain properties of steel cables as well as creep of cables and their rheological characteristics are considered. In this solution, applying the Irvine's theory, the direct use of experimental data, such as the actual stress-strain and strain-time properties of high-strength steel cables, is implemented. The results obtained by the closed-form solution, i.e., a load corresponding to the elastic limit, post-elastic and failure range at time t, enable the direct use in the discrete non-linear time-dependent post-elastic analysis of a suspended cable. This initial value of load is necessary for the non-linear time-dependent elastic and post-elastic discrete analysis, concerning incremental and iterative solution strategies with tangent modulus concept. At each time step, the suspended cable is analyzed under the applied load and imposed deformations originated due to creep. This combined time-dependent approach, based on the closed-form solution and on the FEM, allows a prediction of the required load that occurs in the post-elastic region. The application of the described methods and derived equations is illustrated by numerical examples.

산업별 O2O 결합 서비스의 비즈니스 투자 및 운영에 관한 연구 (A Study on the Business Investment and Operation of O2O (Online-To-Offline) Combined Services by Industry)

  • 정병호;주형근
    • 디지털산업정보학회논문지
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    • 제18권2호
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    • pp.93-110
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    • 2022
  • The purpose of this study is to explore business investment and operation of O2O (Online-To-Offline) combined service. The study will analyze the necessary factors for growing the business by dividing the O2O service by industry. The Online-to-Offline is a method of inducing purchases of products and services by connecting between online and offline This research methodology organized the four stages of the analysis process. The analysis of all stages was performed with association rules in big data techniques. It is divided into the start-up period, growth period, maturity period, and decline period, and analysis is conducted on the business investment, expenditure cost, business operation, and conflict factors. As the research result, the first analysis has shown commonality with government subsidies, bank loans, and personal funds in all industries. The second analysis showed a lot of expenditure on labor costs of internal employees, marketing/sales, facility facilities, equipment, and equipment purchase costs. The third analysis showed difficulty in raising the investment resources necessary for business operations in all industries. The last analysis showed conflicts in the industry, businesses license, legal systems, and small business owners in all industries. This study contributed to the abundance and diversity of research methodologies in management information systems using association rules. In addition, the description of organizational development theory was updated while explaining the business investment and operation of O2O combined services. In practical implication, the O2O services include environmental factors that cause convergence between industries. Accordingly, this is required for new O2O services through new laws and systems and reorganization of existing laws and regulations.

A Combined QRS-complex and P-wave Detection in ECG Signal for Ubiquitous Healthcare System

  • Bhardwaj, Sachin;Lee, Dae-Seok;Chung, Wan-Young
    • Journal of information and communication convergence engineering
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    • 제5권2호
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    • pp.98-103
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    • 2007
  • Long term Electrocardiogram (ECG) [1] analysis plays a key role in heart disease analysis. A combined detection of QRS-complex and P-wave in ECG signal for ubiquitous healthcare system was designed and implemented which can be used as an advanced warning device. The ECG features are used to detect life-threating arrhythmias, with an emphasis on the software for analyzing QRS complex and P-wave in wireless ECG signals at server after receiving data from base station. Based on abnormal ECG activity, the server will transfer alarm conditions to a doctor's Personal Digital Assistant (PDA). Doctor can diagnose the patients who have survived from cardiac arrhythmia diseases.

주위 환경 변화 따른 폴리머 절연재료의 표면 누설전류 (The Study of Leakage Current Distributions of Plymeric Insulators will Changing Environment)

  • 이병성;한재홍;김주용;한상옥
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2001년도 하계학술대회 논문집
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    • pp.88-91
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    • 2001
  • Our knowledge about their long-term performance in an outdoor environment is still very limited. The electrical stress caused the surface of these insulators to become degradation. In order to evaluate leakage current patterns caused by surface aging on polymeric insulators, we utilized the combined aging test facility and leakage current monitoring system. And we get the continuous leakage current values from each sample. After completing the 3000h combined aging cycle test, leakage current measurement were conducted for these samples and carried out harmonics analysis for its data.

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복합화력 발전용 재열사이클 가스터빈의 운전상태 분석 (Analysis of Operation Conditions of a Reheat Cycle Gas Turbine for a Combined Cycle Power Plant)

  • 윤수형;정대환;김동섭
    • 한국유체기계학회 논문집
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    • 제9권6호
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    • pp.35-44
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    • 2006
  • Operation conditions of a reheat cycle gas turbine for a combined cycle power plant was analyzed. Based on measured performance parameters of the gas turbine, a performance analysis program predicted component characteristic parameters such as compressor air flow, compressor efficiency, efficiencies of both the high and low pressure turbines, and coolant flows. The predicted air flow and its variation with the inlet guide vane setting were sufficiently accurate. The compressor running characteristic in terms of the relations between air flow, pressure ratio and efficiency was presented. The variations of the efficiencies of both the high and low pressure turbines were also presented. Almost constant flow functions of both turbines were predicted. The current methodology and obtained data can be utilized for performance diagnosis.

복합화력발전소의 냉각수 배열회수를 위한 히트펌프의 성능평가 (Analysis on the Performance Test Results of Heat Pump for the Closed Cooling Water Heat Recovery on Combined Thermal Power Plant)

  • 이성호
    • 한국유체기계학회 논문집
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    • 제19권2호
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    • pp.43-48
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    • 2016
  • This study proves successes of Energy Service Company (ESCO) business by heat pump performance test. The purpose of ESCO business is recover investment costs through saving energy from installation of energy reduction facility. The most important technology assessment items are heat recovery and generator output. Experimental result shows that increase quality of heat recovery (11.52Gcal/h), while decrease generator output (0.234kw). In its final analysis, the ESCO business is successful according to our data.

엑서지분석에 의한 열병합발전의 효율제고에 관한 연구 (Energy Analysis of A Combined Heat and Power Plant)

  • 오영삼;김종진;최기련;목영일
    • 에너지공학
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    • 제2권1호
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    • pp.83-94
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    • 1993
  • 엑서지의 개념을 이용하여 에너지변환시스템의 성능을 분석함으로써 시스템의 최적화의 시스템효율을 향상시킬 수 있는 방안을 모색하였다. 복합화력 열병합 발전 시스템을 운전방식에 따라 3가지 시스템조합으로 구분하고 이에 대한 엑서지효율, 그리고 시스템조합의 각 흐름들에 대한 엑서지량과 엑서지 손실량을 계산하였다. 또한 이 양들에 대한 경제적 가치를 평가하고 엑서지 효율이 낮고 비용이 많이 드는 장치를 규명하여 써브시스템의 교체와 보수·유지에 대한 우선 순위를 결정하였다. 이러한 결과는 에너지 변환시스템의 효율향상과 경제적 운영을 위한 계획수립에 도움을 줄 수 있다.

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혼합균열모델을 적용한 콘크리트의 손상 및 파괴해석 (Damage and Fracture Analysis of Concrete using Homogenized Crack Model)

  • 김광수;송하원;남진원
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2005년도 봄학술 발표회 논문집(I)
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    • pp.155-158
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    • 2005
  • Damage and fracture of concrete is characterized as the degradation of strength and stiffness. There can be modeled as the so-called homogenized crack model which can overcome the mesh sensitivity. But the plasticity and damage modeling for damage behavior before the fracture of concrete should be combined with the crack model. In this study, a damage function and an unified hardening-softening function are applied to the homogenized crack model to develope a 3-dimensional FEM program for nonlinear damage and fracture analysis of concrete. The comparison of numerical results and experimental data show that the combined modeling in this study can simulate the damage and fracture of concrete without the mesh-sensitivity. It is also shown that the behavior of the so-called Engineering Cementitious Composite(ECC) characterized by strain-hardening and multiple cracks can be well simulated using the modeling.

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해주반 판각의 조형분석에 관한 연구 (Study on formal analysis of carving boards in 'Haejuban')

  • 이유진;임승택
    • 한국가구학회지
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    • 제20권5호
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    • pp.414-430
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    • 2009
  • This paper is designed for the purpose of suggesting Figurative data applicable to modern furniture designs through doing research on Haejuban's engraving that includes excellent Figurative beauty among Korean traditional lighted-floor type furnitures. As a result of the analysis, Haejuban's(Traditional Korean dining table) engraving pattern type was mainly divided into independent patterns and combined patterns. The patterns expressed the most among them are peony patterns. The patterns expressed by the engraving mostly showed the Figurative characteristics of symmetry. The patterns shown in Haejuban's engraving wish or stand for richness, long life, lucky, fidelity, divinity, happiness, success and so on. The species of trees used for Haejuban were a total of 8 kinds such as ginkgo trees, zelkova trees, walnut trees, wild-walnut trees, chinaberry trees and other scrub trees. Ginkgo trees were used the most among them.

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Taxi-demand forecasting using dynamic spatiotemporal analysis

  • Gangrade, Akshata;Pratyush, Pawel;Hajela, Gaurav
    • ETRI Journal
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    • 제44권4호
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    • pp.624-640
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    • 2022
  • Taxi-demand forecasting and hotspot prediction can be critical in reducing response times and designing a cost effective online taxi-booking model. Taxi demand in a region can be predicted by considering the past demand accumulated in that region over a span of time. However, other covariates-like neighborhood influence, sociodemographic parameters, and point-of-interest data-may also influence the spatiotemporal variation of demand. To study the effects of these covariates, in this paper, we propose three models that consider different covariates in order to select a set of independent variables. These models predict taxi demand in spatial units for a given temporal resolution using linear and ensemble regression. We eventually combine the characteristics (covariates) of each of these models to propose a robust forecasting framework which we call the combined covariates model (CCM). Experimental results show that the CCM performs better than the other models proposed in this paper.