• Title/Summary/Keyword: DX

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A Study on the Prediction of Ship Collision Based on Semi-Supervised Learning (준지도 학습 기반 선박충돌 예측에 대한 연구)

  • Ho-June Seok;Seung Sim;Jeong-Hun Woo;Jun-Rae Cho;Deuk-Jae Cho;Jong-Hwa Baek;Jaeyong Jung
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2023.05a
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    • pp.204-205
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    • 2023
  • This study studied a prediction model for sending collision alarms for small fishing boats based on semi-supervised learning(SSL). The supervised learning (SL) method requires a large number of labeled data, but the labeling process takes a lot of resources and time. This study used service data collected through a data pipeline linked to 'intelligent maritime traffic information service' and data collected from real-sea experiment. The model accuracy was improved as a result of learning not only real-sea experiment data with labeling determined based on actual user satisfaction but also service data without label determined together.

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A Case Study on Casting Layout Design of Automotive Oil Pan_DX2E Using Computer Simulation (유동해석을 이용한 자동차용 부품(오일팬_DX2E)의 주조방안설계에 대한 사례연구)

  • Kwong, Hongkyu
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.36 no.4
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    • pp.71-76
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    • 2013
  • For a die casting mold, generally, the casting layout design should be considered based on the relation among injection system, casting condition, gate system, and cooling system. Also, the extent or the location of product defects was differentiated according to the various relations of the above conditions. In this research, in order to optimize the casting layout design of an automotive Oil Pan_DX2E, Computer Aided Engineering (CAE) simulation was performed with two layout designs by using the simulation software (AnyCasting). The simulation results were analyzed and compared carefully in order to apply them into the production die-casting mold. During the filling process with two models, internal porosities caused by air entrapments were predicted and also compared with the modification of the gate system and overflow. With the solidification analysis, internal porosities occurring during the solidification process were predicted and also compared with the modified gate system.

SHARP Lp→Lr ESTIMATES OF RESTRICTED AVERAGING OPERATORS OVER CURVES ON PLANES IN FINITE FIELDS

  • Koh, Doowon
    • Journal of the Chungcheong Mathematical Society
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    • v.28 no.2
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    • pp.251-259
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    • 2015
  • Let $\mathbb{F}^d_q$ be a d-dimensional vector space over a finite field $\mathbb{F}^d_q$ with q elements. We endow the space $\mathbb{F}^d_q$ with a normalized counting measure dx. Let ${\sigma}$ be a normalized surface measure on an algebraic variety V contained in the space ($\mathbb{F}^d_q$, dx). We define the restricted averaging operator AV by $A_Vf(X)=f*{\sigma}(x)$ for $x{\in}V$, where $f:(\mathbb{F}^d_q,dx){\rightarrow}\mathbb{C}$: In this paper, we initially investigate $L^p{\rightarrow}L^r$ estimates of the restricted averaging operator AV. As a main result, we obtain the optimal results on this problem in the case when the varieties V are any nondegenerate algebraic curves in two dimensional vector spaces over finite fields. The Fourier restriction estimates for curves on $\mathbb{F}^2_q$ play a crucial role in proving our results.

Process Development for Alcohol Production by Extractive Fermentation (추출 발효에 의한 알콜 제조 공정개발 -PEG/Dx 최적 이상계의 선정-)

  • 김진한;허병기목영일
    • KSBB Journal
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    • v.6 no.2
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    • pp.175-180
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    • 1991
  • The quantitative effects of molecular weight and concentrations of two phase-forming polymers-polyethylene glycol and crude dextran on the two phase extractive ethanol fermentation were investigated using a Box-Wilson central composite protocol. The regression model obtained was used in order to determine optimum compositions of aqueous two phase system. In the aqueous two phase extractive ethanol fermentation of Kluyueromyces fragilis CBS 1555 with Jerusalem artichoke juice, it was found from the regression model that the variables influenlcing on ethanol fermentation were PEG concentration, time, Dx concentration, and PEG molecular weight strongly in order. The interaction of PEG concentration and PEG molecular weight was also found, and the effect of PEG concentration decreased with increase in molecular weight of PEG. The ethanol concentration incresed with increase in molecular weight of PEG, and with decrease in concentration of PEG. In conolusion, maximum concentration of ethanol produced was obtained at the following compositions; PEG MW 20000, Dx concentration ranged from 4% to 5%, and PEG concentration ranged from 3% to 7%.

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DxR Platform Design for Bio-Signal Acquisition (생체신호 취득을 위한 DxR 플랫폼 설계)

  • Jeon, Ki-Man;Son, Jae-Gi;Kim, Young-Hwan
    • Proceedings of the Korea Information Processing Society Conference
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    • 2009.04a
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    • pp.714-715
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    • 2009
  • DxR 플랫폼은 바이오 공간융합 생체신호들의 데이터 수집 및 분석, DB 구축을 위한 하드웨어 시스템 개발을 위한 목적으로 설계된 제품으로 실시간 생체신호처리 임베디드 운영체제 탑재 및 S/W 적용이 가능한 다기능 Indoor용 바이오/공간 융합형 플랫폼이다. 본 플랫폼의 주요 특징은 기존 미디어 프로세서 성능보다 더욱 향상된 500Mhz MIPS의 프로세서가 적용되어 시스템 전체의 성능향상이 되었다는 점이며, 다양한 입출력 Port 들을 통해, 생체신호처리에 활용할 수 있고, 유.무선 네트워크 기능을 통해, 수집된 정보의 저장 및 전송을 위한 유연한 환경을 제공할 수 있다.

Intangible Heritage DX Platform: A Knowledge Dissemination System using AR and ChatGPT (무형 유산 DX 플랫폼의 AR 과 ChatGPT 를 이용한 지식 전달 시스템)

  • Min-Seo Kang;Ji-Eun Kim;Chae-Eun Baek;Hyun-Jin Lee;Joung-Min Kim
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.1039-1040
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    • 2023
  • 본 논문에서는 무형 유산 DX 플랫폼의 AR(Augmented Reality) 기술과 ChatGPT 를 결합하여 전문가들의 지식을 보존하고 효과적으로 전달하는 시스템을 제안한다. 특히, 고령화 사회에서 은퇴한 전문가들의 지식이 소실될 위험을 방지하며, 사용자들의 교육 경험을 향상시키는 방법을 모색한다.

DX Challenges in Azabudai Hills

  • Ayako Yasutomi;Shinsuke Inoue
    • International Journal of High-Rise Buildings
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    • v.12 no.3
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    • pp.241-249
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    • 2023
  • Azabudai Hills is located in the area connecting Kamiyacho on the Hibiya Line and Roppongi 1-chome on the Nanboku Line, and was planned as a district with three skyscrapers arranged around a plaza. Based on the concept of a "Modern Urban Village", the project integrates a variety of urban functions, including offices, residences, a hotel, an international school, commercial and cultural facilities. The construction of the 64-story and 330-meter-high, "A block" was extremely difficult due to its large scale and diverse uses. This paper presents a case study of DX challenges to improve productivity and ensure quality, as well as the resulting benefits and future challenges.

On the structure of discrete spectrum of the non-selfadjoint system of differential equations in the first order

  • Akin, Omer;Bairamov, Elgiz
    • Journal of the Korean Mathematical Society
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    • v.32 no.3
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    • pp.401-413
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    • 1995
  • This paper is concerned with the problem given below $$ (1.1) i\frac{dx}{du_1(x,\lambda)} + q1(x)u_2(x,\lambda) = \lambdau_1(x,\lambda) 0 \leq x < \infty - i\frac{dx}{du_2(x,\lambda)} + q2(x)u_1(x,\lambda) = \lambdau_2(x,\lambda), $$ $$ (2) u_2(0,\lambda) - hu_1(0,\lambda) = 0 $$ where $\lambda$ is a complex parameter and h is a non-zero complex number.

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WEIGHTED ESTIMATES FOR CERTAIN ROUGH SINGULAR INTEGRALS

  • Zhang, Chunjie
    • Journal of the Korean Mathematical Society
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    • v.45 no.6
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    • pp.1561-1576
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    • 2008
  • In this paper we shall prove some weighted norm inequalities of the form $${\int}_{R^n}\;|Tf(x)|^pu(x)dx\;{\leq}\;C_p\;{\int}_{R^n}\;|f(x)|^pNu(x)dx$$ for certain rough singular integral T and maximal singular integral $T^*$. Here u is a nonnegative measurable function on $R^n$ and N denotes some maximal operator. As a consequence, some vector valued inequalities for both T and $T^*$ are obtained. We shall also get a boundedness result of T on the Triebel-Lizorkin spaces.