• 제목/요약/키워드: GSP model

검색결과 22건 처리시간 0.023초

스마트 공장에서 의사결정 모델을 이용한 순차 마이닝 기반 제조공정 (Sequence Mining based Manufacturing Process using Decision Model in Cognitive Factory)

  • 김주창;정호일;유현;정경용
    • 한국융합학회논문지
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    • 제9권3호
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    • pp.53-59
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    • 2018
  • 본 논문에서는 스마트 공장에서 의사결정 모델을 이용한 순차 마이닝 기반 제조공정을 제안한다. 제안하는 모델은 소규모의 제조공정에서 순차 마이닝 의사결정 모델을 적용하여 제조 효율을 높이는 방법이다. 제조 단계 중 제품 제조 과정에서 나타나는 데이터를 입력 변수들로 구성하고, 시간당 제조량과 불량률을 출력 변수로 구성한다. t-검정을 통해 유의수준이 높은 변수만을 사용하여 GSP 알고리즘과 REPTree 알고리즘을 이용한 규칙과 모델을 생성한다. 의미있는 순차 규칙과 의사결정 모델은 정확도, 민감도, 특이성, 예측도를 통해 유의미함을 확인한다. 결과적으로, 실제 제조에 적용한 결과 불량률은 0.38%가 개선되었고, 시간당 제조량은 평균 1.89/h 증가되었다. 이는 소규모 제조 공정에서 데이터 마이닝 분석을 통한 제조 효율을 높이기 위한 의미있는 결과를 나타낸다.

Cinderella를 이용한 웹 기반 탐구형 교수-학습자료 연구 (On the Web Based Interactive Teaching and Learning Material with Cinderella)

  • 전명진;홍경희
    • 한국학교수학회논문집
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    • 제5권2호
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    • pp.101-109
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    • 2002
  • Among interactive dynamic geometry softwares, Cinderella has some merits on the accuracy of algorithms and compatibility with internet. In this paper we compare dynamic geometry softwares such as GSP, Cabri II, Cinderella briefly and we design a web based interactive learning materials using the exercise editor of Cinderella and some Java applets, and we propose a web based interactive teaching and learning model in which achievement test can be given by the clickings on the help icon.

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DO ENTREPRENEURIAL INTENTIONS MATTER? AN EMPIRICAL INVESTIGATION THROUGH THE EYES OF GLOBAL ENTREPRENEURSHIP MONITOR

  • ;전성민
    • 한국벤처창업학회:학술대회논문집
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    • 한국벤처창업학회 2017년도 추계학술대회
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    • pp.149-153
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    • 2017
  • Intentions influence behaviors and, consequently, individual and organizational outcomes. The ability to understand intentions becomes a central issue. The objective of this study was to present and test an Entrepreneurial Intentions (EI) model. Drawing on a generally utilized paradigm, the theory of planned behavior and Shapero's model of the Entrepreneurial Event (SEE), we show the impact of individual and contextual factors on the intention development. Relying on the Global Entrepreneurship Monitor data(GEM), we test a EI conceptual model. The EI conceptual model is tested using the dataset of GEM over 30 countries and 3 subgroups. All the variables of interest indicate positive and significant effect on EI. Our results indicate that EI is influenced by Perceived Opportunity(PO), Perceived Capability(PC) and Government Support & Policy(GSP).

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A qualitative evaluation method for engine and its operating-envelope using GSP (Gas turbine Simulation Program)

  • Kyung, Kyu-Hyung;Jun, Yong-Min;Yang, Soo-Seok;Choi, Dong-Whan
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2004년도 제22회 춘계학술대회논문집
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    • pp.848-853
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    • 2004
  • Regarding to the project SUAV (Smart Unmanned Aerial Vehicle) in KARI (Korea Aerospace Research Institute), several engine configurations has been evaluated. However it's not an easy task to collect all the necessary data of each engine for the analysis. Usually, some kind of modeling technique is required in order to determine the unknown data. In the present paper a qualitative method for reverse engineering is proposed, in order to identify some design patterns and relationships between parameters. The method can be used to estimate several parameters that usually are not provided by the manufacturer. The method consists of modeling an existing engine and through a simulation, compare its transient behavior with its operating envelope. In the simulation several parameters such as thermodynamics, performance, safety and mechanics concerning to the definition of operation-envelope, have been discussed qualitatively. With the model, all engine parameters can be estimated with acceptable accuracy, making possible the study of dependencies among different parameters such as power-turbine total inertia, TIT, take-off time and part load, in order to check if the engine transient performance is within the design criteria. For more realistic approach and more detailed design requirements, it will be necessary to enhance the compressor map first, and more realistic estimated values must be taken into account for intake-loss, bleed-air and auxiliary power extraction. The relative importance of these “unknown” parameters must be evaluated using sensitivity analysis in the future evaluation. Moreover, fluid dynamics, thermal analysis and stress analysis necessary for the resulting life assessment of en engine, will not be addressed here but in a future paper. With the methodology presented in the paper was possible to infer the relationships between operation-envelope and engine parameters.

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GSP를 사용한 비유클리드 원판모델 학습에서 나타난 중학교 수학 영재들의 평행선에 관한 인식 및 언어 표현 방식 분석 (Analysis on Mathematically Gifted Middle School Students' Characteristic of Mathematical Thinking and Verbal Expression in the Study of Parallel Lines in Non-Euclidean Disc Model using Dynamic Geometry Software)

  • 홍성관
    • 대한수학교육학회지:수학교육학연구
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    • 제23권1호
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    • pp.53-74
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    • 2013
  • 본 논문에서는, 주어진 컴퓨터 작도 도구와 측정 도구를 이용하여 원판의 내부에 물리적 실험을 통하여 비유클리드 기하학에서 주어진 쌍곡직선 밖의 점을 지나는 어떤 쌍곡직선이 주어진 직선과 평행이 될 필요충분조건을 탐구하는 과정에서 나타나는 중학교 수학 영재들의 사고 특성과 언어 표현 방식의 특성을 분석하였다. 중학교 수학 영재들이 실험과 귀납적 사고를 통하여 자신이 경험하지 않은 새로운 기하학적 사실을 획득하고 그를 언어로 표현하는 방식을 살펴봄으로써, 기하 개념의 형성과 발달 과정에 대한 시사점을 얻을 수 있을 것으로 생각된다.

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Performance Improvement of Low-cost DR/GPS for Land Navigation using Sigma Point Based RHKF Filter

  • Cho, Seong-Yun;Choi, Wan-Sik
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.1450-1455
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    • 2005
  • This paper describes a DR construction for land navigation and the sigma point based receding horizon Kalman FIR (SPRHKF) filter for DR/GPS hybrid navigation system. A simple DR construction is adopted to improve the performance both of the pure land DR navigation and the DR/GSP hybrid navigation system. In order to overcome the flaws of the EKF, the SPKF is merged with the receding horizon strategy. This filter has several advantages over the EKF, the SPKF, and the RHKF filter. The advantages include the robustness to the system model uncertainty, the initial estimation error, temporary unknown bias, and etc. The computational burden is reduced. Especially, the proposed filter works well even in the case of exiting the unmodeled random walk of the inertial sensors, which can be occurred in the MEMS inertial sensors by temperature variation. Therefore, the SPRHKF filter can provide the navigation information with good quality in the DR/GPS hybrid navigation system for land navigation seamlessly.

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Anti-diabetic activities of catalpol in db/db mice

  • Bao, Qinwen;Shen, Xiaozhu;Qian, Li;Gong, Chen;Nie, Maoxiao;Dong, Yan
    • The Korean Journal of Physiology and Pharmacology
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    • 제20권2호
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    • pp.153-160
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    • 2016
  • The objective was to investigate the hypoglycemic action of catalpol in spontaneous diabetes db/db mice. 40 db/db mice were randomly divided into five groups: model control gourp; db/db plus catalpol 40, 80, 120 mg/kg body wt. groups and db/db plus metformin 250 mg/kg group. Age-matched db/m mice were selected as normal control group. The mice were administered with corresponding drugs or solvent by gavage for 4 weeks. The oral glucose tolerance test was carried out at the end of $3^{rd}$ week. After 4 weeks of treatment, the concentrations of fasting blood glucose (FBG), glycated serum protein (GSP), insulin (INS), triglyceride (TG), total cholesterol (TC) and adiponection (APN) in serum were detected. The protein expressions of phosphorylation-$AMPK{\alpha}$1/2 in liver, phosphorylation-$AMPK{\alpha}$1/2 and glucose transporter-4 (GLUT-4) in skeletal muscle and adipose tissues were detected by western blot. Real time RT-PCR was used to detect the mRNA expressions of acetyl-CoA carboxylase (ACC) and Hydroxymethyl glutaric acid acyl CoA reductase (HMGCR) in liver. Our results showed that catalpol could significantly improve the insulin resistance, decrease the serum concentrations of INS, GSP, TG, and TC. The concentrations of APN in serum, the protein expression of phosphorylation-$AMPK{\alpha}$1/2 in liver, phosphorylation-$AMPK{\alpha}$1/2 and GLUT-4 in peripheral tissue were increased. Catalpol could also down regulate the mRNA expressions of ACC and HMGCR in liver. In conclusion, catalpol ameliorates diabetes in db/db mice. It has benefit effects against lipid/glucose metabolism disorder and insulin resistance. The mechanism may be related to up-regulating the expression of phosphorylation-$AMPK{\alpha}$1/2.

시그마 포인트 기반 RHKF 필터를 사용한 지상합법용 DR/GPS 결합시스템의 성능 향상 (Improving the Performance of DR/GPS Integrated System For Land Navigation Using Sigma Point Based RHKF Filter)

  • 최완식;조성윤
    • 제어로봇시스템학회논문지
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    • 제12권2호
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    • pp.174-185
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    • 2006
  • This paper describes a DR construction for land navigation and the sigma point based receding horizon Kalman FIR (SPRHKF) filter for DR/GPS hybrid navigation system. A simple DR construction is adopted to improve the performance both of the pure DR navigation and the DR/GSP hybrid navigation system. In order to overcome the flaws of the EKF, the SPKF is merged with the receding horizon strategy. This filter has several advantages over the EKF, the SPKF, and the RHKF filter. The advantages include the robustness to the system model uncertainty, the initial estimation error, temporary unknown bias, and etc. The computational burden is reduced. Especially, the proposed filter works well even in the case of exiting the unmodeled random walk of the inertial sensors, which can be occurred in the MEMS inertial sensors by temperature variation. Therefore, the SPRHKF filter can provide the navigation information with good quality in the DR/GPS hybrid navigation system for land navigation seamlessly.

정폭도형을 활용한 초등수학영재 프로그램 개발 및 적용 결과 분석 연구 (The Program Development with Curve of Constant Width for the Math-Gifted in Elementary school)

  • 백경화;조영미
    • 한국학교수학회논문집
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    • 제16권1호
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    • pp.201-217
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    • 2013
  • 본 연구는 '정폭도형'을 소재로 초등 수학영재 프로그램을 개발 적용 하는데 그 목적을 두었다. 이를 위해 정폭도형에 관한 이론을 정리하였다. 다음으로 초등학교 수학 영재 교육 프로그램을 구안하고 예비실험 결과를 토대로 프로그램을 수정 보완하여 최종적으로 프로그램을 구체화하였다. 이 프로그램은 작도와 GSP 프로그램을 접목한 수업 형태로도 개발 가능할 것으로 보이며, 특히 과학 기술 예술적인 면을 연결한 융합교육 프로그램으로 적용 발전시킬 수 있을 것으로 기대된다.

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GPA 기법을 적용한 스마트 무인기용 터보축 엔진의 성능진단에 관한 연구 (A Study on Performance Diagnostics of Turbo-Shaft Engine For SUAV Using Gas Path Analysis)

  • 이은영;노태성;최동환;이창호
    • 한국추진공학회지
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    • 제10권3호
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    • pp.82-89
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    • 2006
  • 최근 가스 터빈 엔진의 설계에 있어서 엔진 운용 및 정비에 소요되는 비용은 중요한 설계변수로 대두되었다. 이에 따라 엔진의 유지 및 보수가 조립상태에서 이루어져야 한다는 개념이 확대되고 있으나, 실제로 이것은 엔진의 상태를 정확히 예측할 수 있을 때에만 가능한 것이다. 따라서 본 연구에서는 항공기에 장착/운용 중인 각 성능요소들을 측정하고 분석하여 엔진 성능을 진단하는 가스경로해석과 퍼지로직을 적용한 엔진 성능진단 코드를 개발하였으며, 이를 스마트 무인기용 터보축 엔진에 적용하여 지상 정지 상태에서의 엔진의 단일 성능저하를 정량적으로 예측하였다.