• Journal of Power Electronics
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• 제17권5호
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• pp.1288-1297
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• 2017

The estimation of the remaining useful life (RUL) of lithium-ion (Li-ion) batteries is important for intelligent battery management system (BMS). Data mining technology is becoming increasingly mature, and the RUL estimation of Li-ion batteries based on data-driven prognostics is more accurate with the arrival of the era of big data. However, the support vector machine (SVM), which is applied to predict the RUL of Li-ion batteries, uses the traditional single-radial basis kernel function. This type of classifier has weak generalization ability, and it easily shows the problem of data migration, which results in inaccurate prediction of the RUL of Li-ion batteries. In this study, a novel multi-kernel SVM (MSVM) based on polynomial kernel and radial basis kernel function is proposed. Moreover, the particle swarm optimization algorithm is used to search the kernel parameters, penalty factor, and weight coefficient of the MSVM model. Finally, this paper utilizes the NASA battery dataset to form the observed data sequence for regression prediction. Results show that the improved algorithm not only has better prediction accuracy and stronger generalization ability but also decreases training time and computational complexity.

• 한국전자거래학회지
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• 제3권1호
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• pp.43-67
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• 1998

Logistics is by no means a new subject area. The concept of logistics goes way become more complex as technology advances, and logistics requirements have increased accordingly. In 1964, when ILS philosophy formally came into being, ILS was defined in general terms and did not describe what actions an ILS program should accomplish. ILS philosophy have been developed from 1964 through 1980. In 1982, United States Department of Defense formulated a new concept, CALS. CALS is the strategy that the US defense development to management the transition to integration and automated interchange in defense system engineering, manufacturing, and logistic support. Its goal is to use the inherent features of digitized data to revolutionize the function of data -gathering, data storage and data - transfer techologies associared with the development of defense systems. The Result will be systems that are cheaper, more reliable, and easier to maintain. To define CALS's character, the purpose of this papers compare two concepts - CALS and ILS. The elements of CALS consist of standads and EDI. The elements of ILS include LCC(Life Cycle Cost), LSA(Logistics Support Analysis), LSAR(Logistics Support Analysis Rcord), Aquisition Cycle.

• 산업경영시스템학회지
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• 제43권4호
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• pp.208-216
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• 2020

With the spread of smart manufacturing, one of the key topics of the 4th industrial revolution, manufacturing systems are moving beyond automation to smartization using artificial intelligence. In particular, in the existing automatic machining, a number of machining defects and non-processing occur due to tool damage or severe wear, resulting in a decrease in productivity and an increase in quality defect rates. Therefore, it is important to measure and predict tool life. In this paper, ν-ASVR (ν-Asymmetric Support Vector Regression), which considers the asymmetry of ⲉ-tube and the asymmetry of penalties for data out of ⲉ-tube, was proposed and applied to the tool wear prediction problem. In the case of tool wear, if the predicted value of the tool wear amount is smaller than the actual value (under-estimation), product failure may occur due to tool damage or wear. Therefore, it can be said that ν-ASVR is suitable because it is necessary to overestimate. It is shown that even when adjusting the asymmetry of ⲉ-tube and the asymmetry of penalties for data out of ⲉ-tube, the ratio of the number of data belonging to ⲉ-tube can be adjusted with ν. Experiments are performed to compare the accuracy of various kernel functions such as linear, polynomial. RBF (radialbasis function), sigmoid, The best result isthe use of the RBF kernel in all cases

• Human Ecology Research
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• 제62권2호
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• pp.233-248
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• 2024

The purpose of this study was to describe the family life and relationships of national family center users in 2023. A sample of 1,086 adults was recruited from 48 family centers across South Korea. Participants, both online and offline, reported on various aspects of family life, including satisfaction, gender equality, work-home-life balance, family leisure, and internet usage for family and household purposes. Additionally, family relationships were explored in terms of dynamics with a spouse, children, and adult children. Data were analyzed using descriptive statistics and t-tests. In the family life domain, center users reported a high level of satisfaction, with women exhibiting greater awareness of gender equality and higher engagement in household chores than men. Furthermore, although a moderate balance among work, home, and life was reported, time emerged as a significant challenge for family leisure. Regarding technology, center users frequently utilized the internet for family communication, leisure, shopping, and household management. In the family relationships domain, men were more satisfied with spousal relationships than women. Center users reported high satisfaction with parent-child relationships. Parents of school-aged children perceived economic burdens, while those with adult children frequently provided psychological and instrumental support. These findings suggest the need for program modification and the development of new initiatives within national family centers to better support the diverse needs of families in terms of life satisfaction and relationship dynamics.

• 한국정보통신학회논문지
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• 제21권6호
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• pp.1197-1202
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• 2017

전력서비스를 지원하는 융합보안시스템 단말장치는 상대적으로 고도의 신뢰성이 요구된다. 특히, 에너지서비스의 복합적인 통신과 데이터 인터페이스장치간의 보안시스템이 유기적으로 연동되어야 한다. 기존의 서비스와 연관성을 두어 시스템을 구축하기 위해서는 시스템독립성과 확장성을 지원하는 생명주기 방식의 보안 서비스플랫폼이 요구된다. 생명주기를 지원하는 유니버설미들웨어방식의 Security Layer를 활용하는 것이다. 이 융합보안 플랫폼은 첫째, 실시간으로 운영되는 통신과 데이터 및 응용서비스에 대해 독립적으로 동작 가능하도록 서비스 단위로 모듈화 하였다. 둘째, 보안 레이어 개념을 적용하여 외부 보안 서비스에 대하여 보안모듈의 설치, 삭제, 시작, 중지 및 갱신을 통해 생명주기 모듈로 배포하는 플랫폼 모델을 구성하고 평가하였다. 그리하여, 실시간으로 운용되는 프로토콜의 실행상태에서 프로토콜 전송 서비스의 안정성과 하드웨어시스템에 독립적인 모듈단위의 보안서비스를 지원하도록 하였다.

• 벤처혁신연구
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• 제7권1호
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• pp.183-200
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• 2024

최근 MZ세대의 사회진출과 여성인구의 사회참여로 WLB을 중시하는 직장내 그룹은 협업을 중시하던 기존 그룹과 업무지향점의 차이로 갈등이 발생하고 있다. 일·생활 균형 지원제도를 활용하고 있는 공공기관 및 기업은 업무성격과 일·생활 균형 지원제도의 활성화에 따라서 직무몰입에 차이를 보인다. 이에 따라, 회사에서 실질적으로 운영중인 WLB 지원제도의 효과성을 검증하고 보편타당한 기준을 제시하는 것이 필요하다. 일·생활 균형 수준 향상을 위한 제도는 남녀 노동자의 일·가정 양립 여건을 제고하고 MZ세대의 직장에 대한 이상적 가치관과 부합하며, 융통성 있는 경력 설계를 가능하게 해 여성의 노동시장 탈락을 예방하고, 일자리 나누기를 통한 일자리 창출 효과가 있다. 또한, MZ세대의 사회진출과 여성인구(Working Mom)의 사회참여로 WLB을 중시하는 직장내 그룹은 협업을 중시하는 기존 직장 그룹과 업무지향점의 차이로 갈등이 발생하고 있다. 회사 및 조직은 유연근무제도 등 일·생활 균형과 업무성격에 따라서 직무몰입에 차이를 보인다. 이에 공공기관 및 중견·대기업에서 실제 운영 중인 WLB를 위한 제도의 효과성을 검증하여 보편타당한 WLB 지원제도의 합의점을 도출하였다. 본 연구의 목적은 첫째, 근로환경에 대한 정책과 인식이 변화하는 가운데 일·생활 균형을 위한 지원제도의 효과성을 검증하고 실무적 합의점을 찾고자 하였으며, 둘째, 일·생활 균형 수준 및 업무성격에 따른 직무몰입 영향을 분석하여 업무 특성을 반영한 WLB 운영에 대한 기준을 마련하기 위한 상호간의 영향을 검증하였다. 연구를 위해 일·생활 균형 수준과 업무 성격이 직무몰입에 어떠한 영향을 미치는지 2x2 매트릭스 모형으로 구성하여 상호간 관계를 분석하였으며, 4가지 갈등형, 주도형, 동조형, 협동형 그룹으로 분류하여 상호관계를 확인하였다. 연구의 가설검증 결과, 첫째 일·생활 균형 수준이 높고, 협업 지향적인 갈등형 그룹은 직무몰입의 수준이 가장 낮은 것으로 나타났다. 이에 따라 전통적인 입장의 협업을 강조하는 업무 형태에서는 일·생활 균형을 위한 지원제도를 도입하는데 제한된 입장이 있음을 확인하였다. 둘째, 일·생활 균형 수준이 높고, 개인 지향적인 주도형 그룹은 직무몰입의 수준이 가장 높은 것으로 나타났다. 즉, MZ세대의 사회진출 및 여성인구의 고용률 증가를 반영하여 개별적으로 수행할 수 있는 업무처리 시스템을 개발하고 활성화하여 WLB 수준과 부합할 때 직무몰입에 대한 동기부여가 가능하며, 일·생활 균형 지원 제도의 적절한 활용이 가능함이 검증 되었다. 연구의 학문적 시사점은 일·생활 균형 수준과 업무 성격을 요인으로 구성원의 성격을 세분화한 것이며, 실무적 시사점은 공공기관 및 대기업에서 운영중인 WLB 지원 제도를 그룹화하여 효과성을 분석한 것이다. 마지막으로, 추후 연구에서는 연구 대상을 다양한 조직이나 산업에 적용할 수 있도록 폭넓게 설정하고, 일·생활 균형을 위한 지원제도와 업무성격을 세분화 하여 연구할 필요가 있다.

• 대한기계학회:학술대회논문집
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• 대한기계학회 2008년도 추계학술대회A
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• pp.1660-1664
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• 2008

Extra-corporeal Life Support System (ECLS) is the device used in emergency cases to substitute a extracorporeal circulation in open heart surgery, cardiac arrest or in acute cardiopulmonary failure. To obtain the effect of counter-pulsation on hemodynamic response in the ECLS quantitatively, we developed cardiovascular model which consists of 12 compartment model of heldt et al. and 3 compartment model of Schreiner et al. based on windkessel approximation. We compared coronary perfusion, arterial pulse pressure, cardiac output, and left ventricular pressure-volume diagram according to flow configuration such as counter-pulsation, copulsation, and continous flow. When counter-pulsation was applied, 5% higher coronary perfusion, 26% lower pulse pressure, and 2% higher cardiac output than copulsation condition were calculated. We conclude that counter-pulsation configuration in the ECLS is hemodynamically more stable than copulsation and influences the positive effect to recover ventricles.

• 한국응급구조학회지
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• 제26권3호
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• pp.71-91
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• 2022

Purpose: This study aimed to provide baseline data for implementing advanced life-support for 119EMTs. This is done with an in-depth examination of the emergency care experiences of the 119EMTs on-site and during transportation. Methods: Interviews were conducted with twelve 119EMTs, and the data were analyzed using the phenomenological method. Results: The 34 topics had 19 sub-components and were analyzed according to seven categories: 'A work environment where you cannot focus only on emergency care on-site and during transportation', '119EMTs struggling with manpower shortage', 'Current status of education blocking the upward standardization of 119EMT', 'Implementation of professional emergency care was held back due to the limited legal scope of 119EMT', 'Medical oversight makes it difficult to implement emergency care due to low flexibility', '119EMTs who cannot choose hospital selection and find it difficult to receive help', 'An evaluation system not reflecting reality at all that only leaves high scores'. Conclusion: This study was undertaken to implement specialized emergency care for 119EMTs; not only the necessity of reviewing the expansion of the work scope of 119EMTs but also the necessity of effective 'Medical Oversight system' reorganization raised as well.

• Journal of Yeungnam Medical Science
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• 제40권3호
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• pp.276-282
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• 2023

Background: Bleeding and thrombosis are major complications associated with high mortality in extracorporeal membrane oxygenation (ECMO) management. Anticoagulant therapy should be adequate to reduce thrombosis. However, related studies are limited. Methods: We retrospectively reviewed all patients supported with ECMO at a single institution between January 2014 and July 2022 and included those on all types of ECMO using the Permanent Life Support System. Patients were classified into two groups according to their measured mean activated partial thromboplastin time (aPTT) during ECMO management: a high-anticoagulation (AC) group (aPTT, ≥55 seconds; n=52) and a low-AC group (aPTT, <55 seconds; n=79). The primary outcome was thrombotic or bleeding events during ECMO. Results: We identified 10 patients with bleeding; significantly more of these patients were in the high-AC group (n=8) than in the low-AC group (15.4% vs. 2.5%, p=0.01). However, thrombus events and oxygenator change-free times were not significantly different between the two groups. Four patients in the high-AC group died of bleeding complications (brain hemorrhage, two; hemopericardium, one; and gastrointestinal bleeding, one). One patient in the low-AC group developed a thrombus and died of ECMO dysfunction due to circuit thrombosis. Conclusion: Heparin did not significantly improve thrombotic outcomes. However, maintaining an aPTT of ≥55 seconds was a significant risk factor for bleeding events, especially those associated with mortality.

• 가정과삶의질연구
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• 제19권1호
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• pp.253-268
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• 2001

This study is designed to extent the investigation of the Kyongbuk Womens policy the area of family life and womens economic activity. Results indicated that the primary barriers of getting a job for married women was child rearing and the diffency of working information. On the family life, communication patterns were contributed to the problem of the relationship between child and parent, and spouse relationship. And also, school violence was founded the hot problem. The results underscore the importance of child rearing support system, and affirmative action in womens employment enviroment, Family Life Educator and Family Counselor.