• Journal of the Korean Institute of Gas
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• v.7 no.3 s.20
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• pp.24-31
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• 2003

To operate process plant safely and economically, process monitoring is very important. There are a great number of data acquired through distributed control system and process information system. Fault monitoring is the task with difficulties owing to not only the huge amount of data, but also nonlinearity of chemical processes. In this research, the program, REFA, based on PCA and functional link associative neural network has developed. REFA has better learning capabilities, generalization abilities, and shorter learning time than existing neural network programs. In this work its usefulness has proven by application to Tennessee Eastman process.

• Journal of Venture Innovation
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• v.6 no.3
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• pp.203-220
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• 2023

This study conducted an empirical analysis of the factors affecting the job commitment of employees within a financial sales organization, focusing particularly on agile leadership and organizational justice. Agile leadership was subdivided into four components: adaptability, collaboration promotion, proficiency, and an agile approach, whereas organizational justice was broken down into distributive justice, procedural justice, and interactional justice. Data were gathered through an online survey, and 245 valid responses were subjected to hierarchical regression analysis. The results revealed a significant positive effect of distributive justice, interactional justice, adaptability, promotion of collaboration, and an agile approach on job commitment among the employees of the financial sales organization. However, the influence of proficiency, a component of agile leadership, and procedural justice, a dimension of organizational justice, did not prove to be statistically significant. The order of influence among the significant variables was found to be: adaptability, interactional justice, promotion of collaboration, distributive justice, and an agile approach. These findings confirmed the impact of agile leadership in financial sales organizations, traditionally viewed as conservative, and suggested practical implications for the financial sector to adapt in anticipation of the Fourth Industrial Revolution.

• Proceedings of the Korean Institute Of Construction Engineering and Management
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• autumn
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• pp.383-387
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• 2003

Construction project has many problem such as delay of the appointed date delivery, over budget, wether and site conditions. When several activities are influenced by the same factor, their duration may be delayed. This paper deals with the problem of construction duration estimating and schedule variation on the construction project. The theory of constraints technique for project management is referred to 'Critical Chain' technique. This paper shows optimal scheduling plan and time management technique, used probability construction duration estimating and scheduling buffer based on the critical chain project management.

• Proceedings of the KIEE Conference
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• 2006.07d
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• pp.2091-2092
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• 2006

본 논문은 소프트웨어 공정에 대하여 유전자 알고리즘의 기호코딩을 이용한 정보입자 기반 퍼지 다항식 뉴럴 네트워크 (Information Granules based genetic Fuzzy Polynomial Neural Networks ;IG based gFPNN)의 모델 설계를 제안한다. 기존 퍼지 다항식 뉴럴네트워크의 구조 최적화를 위해 이진코딩을 사용하였다. 그러나 이진코딩에서 스트링의 길이가 길면 길수록 인접한 두 수 사이에 발생하는 급격한 비트 차이라는 해밍 절벽이 발생하였다. 이에 제안된 모델에서는 해밍절벽의 문제를 해결하기 위해 기호코딩을 사용하였다. 제안된 모델의 전반부 구조와 후반부 구조는 기존 모델에 구성을 그대로 사용한다. 실험적 예제를 통하여 제안된 모델의 근사화 능력과 일반화 능력이 우수함을 보인다.

• Proceedings of the Korean Institute of Intelligent Systems Conference
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• 2006.05a
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• pp.113-116
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• 2006

본 논문은 소프트웨어 공정에 대하여 기호코팅을 이용한 유전자 알고리즘 기반 퍼지 다항식 뉴럴 네트워크 (Genetic Algorithms-based Fuzzy Polynomial Neural Networks ; gFPNN)의 모델을 제안한다. 유전자 알고리즘에는 이진코딩, 기호코팅, 실수코딩이 있다. 제안된 모델은 스트링의 길이에 따른 해밍절벽을 기호코딩으로 극복하였다. gFPNN에 전반부 멤버쉽 함수는 삼각형과 가우시안형의 멤버쉽 함수가 사용된다. 그리고 규칙의 후반부는 간략, 선형, 이차식 그리고 변형된 이차식 함수에 의해 설계된다. 실험적 예제를 통하여 제안된 모델의 성능이 근사화 능력과 일반화 능력이 우수함을 보인다.

• Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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• 2010.06a
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• pp.362-362
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• 2010

최근 반도체 산업은 지속적인 design rule 감소로 인해 미세 pattern 공정이 요구되고 있으며, 그 중 photo lithography 공정의 scanner overlay margin 확보가 시급하게 되었다. 본 연구는 scanner 장비의 overlay 능력 개선 item 발굴에 관한 연구로서 6개월간 해당 장비에 대해 overlay monitor를 평가하여 scanner의 기계적 요소가 주는 overlay 영향 기인성 최악의 다섯 가지 budget item을 도출하였다. 본 연구를 통해 도출 된 최악의 다섯 가지 budget item(chuck 간 생김 정도 오차, chuck 간편차, chuck 간 mirror 생길 정도 오차, stage 정확성, 마스크 정렬) 성분들을 monitoring 함으로써 overlay 향상에 크게 기여할 것으로 예상한다.

• Proceedings of the Korean Environmental Sciences Society Conference
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• 2005.11a
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• pp.97-98
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• 2005

본 연구결과 흡${\cdot}$탈착공정에서 완충물질인 Q-vesol 경우 흡${\cdot}$탈착능력은 고농도 benzene일 경우, 85 wt%, 95 wt% 보였으며, 고농도 hexane일 경우 81 wt%, 96 wt%의 흡${\cdot}$탈착효율을 보여 저농도 VOCs 경우 보다 흡${\cdot}$탈착 능력이 우수함 을 알 수 있었다. 그리고 hexane보다 benzene 이 흡착반응이 빠름을 알 수 있었으며 또한 탈착 반응은 현저히 느리다는 것을 본 실험연구 결과 알 수 있었다. 이것은 흡${\cdot}$탈착공정에서 Q-vesol 경우, 완충효과가 우수한 것으로 확인되었다.

• Journal of Korean Society for Quality Management
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• v.27 no.2
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• pp.81-100
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• 1999

Process capability indexes are widely used in industries. Nevertheless, important statistical issues that deal with the appropriate use of process capability indexes have only appeared in the technical literature and are thus unknown to many users. In this paper we will first review various kinds of process capability indexes and then try to understand how much uncertainty is associated with them in relation to the assumption of normal distribution, the estimate of ${\sigma}$, the sampling error, the size of number of observations available and the presence of data correlation. Finally, we will propose a proper use of process capability indexes in an effort to assess a complex process.

• Journal of Korean Society of Industrial and Systems Engineering
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• v.21 no.45
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• pp.347-356
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• 1998

For assessing the capability of a process, the quantification of process location and variation is central to understanding the quality of units produced from the manufacturing process. Conventional process capability indices is insufficient to drive out the information for process condition, furthermore it is very difficult to evaluate the process capability accurately when the target value is not consistent with the center of specification, and/or the shape of distribution is changed, but the process incapability indices is enable to provide more detailed information to evaluate the process capability by dividing information about the process mean and variance. In this paper, we have a brief review and comparison about these indices, provide an understanding of the relationships between the process capability indices and the incapability indices. And we explore the strengths and weakness of these indices as they apply to normally distributed process, and to examine the effect that non-normality has on these indices.

• Proceedings of the Korean Institute of Navigation and Port Research Conference
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• 2022.11a
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• pp.221-223
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• 2022

항로 표지 수집정보의 관리에 있어서 데이터의 품질을 높이고 진단하는 것은 중요하다. 본 연구에서는 디지털 항로표지에서 수집되는 정보의 품질을 향상시키기고 진단하기 위해 다양한 데이터 알고리즘을 비교 분석하였으며, 공정능력지수를 이용하여 데이터 품질진단지수를 개발하였다.