• 제목/요약/키워드: accelerating convergence

검색결과 123건 처리시간 0.024초

피로 시 운전 숙련도와 자동차 페달시스템 유형이 운전자의 하지자세에 미치는 영향 (Effects of Different Car Pedal Systems and Driving Skills on Drivers' Lower Extremity Postures during Fatigue)

  • 하종규;오형술;장영관;이재훈;오성근
    • 대한안전경영과학회지
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    • 제14권4호
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    • pp.93-105
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    • 2012
  • The purpose of this study was to investigate drivers' postures in different car pedal systems and skilled levels under fatigue. Twenty four subjects participated in this experiment. For three-dimensional analyses, six cameras (Proreflex MCU-240, Qualisys) were used to acquire raw data. The parameters were calculated and analyzed with Visual-3D. In conclusion, ROAs of two leg-pedal system were less than one leg pedal system by pattern analysis. Through statistical tests, skilled levels have effects on ROAs(X, Y, Z) of ankle joint at breaking a pedal and ROAs(Y, Z) of ankle joint at accelerating a pedal. Also, car pedal systems have effects on ROAs(Y, Z) of ankle joint, and ROA(Z) of knee joint at accelerating a pedal. In addition, skilled levels and car pedal systems (cross effects) have an effect on ROA(Z) of ankle joint. These findings suggested that we should improve a present single pedal system.

A Case Study on Smart Concentrations Using ICT Convergence Technology

  • Kim, Gokmi
    • International journal of advanced smart convergence
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    • 제8권1호
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    • pp.159-165
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    • 2019
  • '4th Industrial Revolution' is accelerating as a core part of creating new growth engines and enhancing competitiveness of businesses. The fourth industrial revolution means the transformation of society and industries that are brought by IoT (Internet of Things), big data analysis, AI (Artificial Intelligence), and robot technology. Information and Communication Technology (ICT), which is a major factor, is affecting production and manufacturing systems and as ICT technologies become more advanced, intelligent information technology is generally utilized in all areas of society, leading to hyper-connected society where new values are created and developed. ICT technology is not just about connecting devices and systems and making smart, it is about constantly converging and harmonizing new technologies in a number of fields and driving innovation and change. It is no exception to the agro-fisheries trade. In particular, ICT technology is applied to the agricultural sector, reducing labor, providing optimal environment for crops, and increasing productivity. Due to the nature of agriculture, which is a labor-intensive industry, it is predicted that the ripple effects of ICT technologies will become bigger. We are expected to use the Smart Concentration using ICT convergence technology as a useful resource for changing smart farms, and to help develop new service markets.

패션 제품에 나타난 테크놀로지제이션 - 온라인 패션 미디어에 게재된 사례를 중심으로 - (Technologization in Fashion Products - Focusing on the Cases on Online Fashion Media -)

  • 김미경;임은혁
    • 한국의류산업학회지
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    • 제24권1호
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    • pp.15-28
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    • 2022
  • In the Fourth Industrial Revolution era, with its accelerating radical changes and innovation, fashion is rapidly advancing to sustain social changes introduced by technological convergence. In light of this, the study investigates the social and cultural characteristics of technologizing fashion products: creative modifications emerge from technological convergence with fashion products and result in a realm separate from technology. By focusing on the nature of fashion, this study analyzes the technologization of fashion products for added value creation in the fashion system. Based on the findings, it interprets different attitudes toward technologizing that changes fashion products. Accordingly, this study reviews previous literature and qualitatively examines empirical cases based on inductive reasoning. In particular, it analyzes commercialized cases of fashion-technology convergence in fashion products found on online fashion media outlets between January 2007 and May 2021, a central period in intellectual and technological innovation. The characteristics of technologized fashion products are identified as follows: expansion of physical functions and categories, interaction with emotional sensibilities, artistry through combination with technologies, and computer-generated imagery(CGI) fashion as digital goods. Therefore, this study analyzes the characteristics of technologization, focusing on the social and cultural properties of fashion products. The findings provide opportunities to understand the paradigm shift of these products that was catalyzed by technologizing.

융합보안관제시스템 개선에 관한 연구 (A study on Improved Convergence Security Monitoring System model)

  • 이동휘;하옥현
    • 융합보안논문지
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    • 제11권5호
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    • pp.3-12
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    • 2011
  • 국가정보원 자료에 의하면, 산업기술 유출로 인한 피해액은 수십 조원에 이르고 있고, 피해유형은 내부자 유출, 공동 연구, 해킹, 불법유출, 위장합작 등으로 나눌 수 있으나 그 중 80%가 물리적인 보안과 연계된 내부자 유출로 나타나고 있다. IT와 비IT의 융합이 가속화되고 영역간의 경계 및 구분이 불명확해지면서 정보보호산업은 점차 지식정보보안산업으로 확대되는 개인정보보호중심으로 지속적으로 성장해왔으나, 향후 정보보호산업은 IT 보안기술 및 제품간 융합, IT 보안과 물리 보안간 융합, IT 융합산업보안으로 집중된다. 본 논문에서는 기업 정보유출 방지를 위해서 논리적 보안과 물리적 보안이 모두 동일 수준에서 관리되어야 하며, 특히, 물리적인 보안시스템(출입통제시스템, 영상보안시스템 등)과 IT 통합보안관제시스템의 융합으로 외부 공격 및 내부자 유출의 예방, 차단, 분석의 시너지효과를 극대화 할 수 있는 융합보안관제시스템 개선 모델을 제안한다.

Actor-Critic Algorithm with Transition Cost Estimation

  • Sergey, Denisov;Lee, Jee-Hyong
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제16권4호
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    • pp.270-275
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    • 2016
  • We present an approach for acceleration actor-critic algorithm for reinforcement learning with continuous action space. Actor-critic algorithm has already proved its robustness to the infinitely large action spaces in various high dimensional environments. Despite that success, the main problem of the actor-critic algorithm remains the same-speed of convergence to the optimal policy. In high dimensional state and action space, a searching for the correct action in each state takes enormously long time. Therefore, in this paper we suggest a search accelerating function that allows to leverage speed of algorithm convergence and reach optimal policy faster. In our method, we assume that actions may have their own distribution of preference, that independent on the state. Since in the beginning of learning agent act randomly in the environment, it would be more efficient if actions were taken according to the some heuristic function. We demonstrate that heuristically-accelerated actor-critic algorithm learns optimal policy faster, using Educational Process Mining dataset with records of students' course learning process and their grades.

障碍物 이 있는 平行平板사이 를 흐르는 亂流流動 의 熱傳達 解析 (Numerical Analysis of Turbulent Heat Transfer on the Channel with Slat Type Blockage)

  • 서광수;최영돈
    • 대한기계학회논문집
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    • 제6권3호
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    • pp.211-221
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    • 1982
  • Numerical analysis has been made on the heat transfer of two dimensional turbulent channel with a slat type blockage. Especially the effects of the height of slat and Reynolds number on the heat transfer characteristics of channel wall have been investigated. The methods of accelerating the convergence of the numerical solution of governing differential equation have been also examined. Line-by-line iterative method shows higher convergence rate than point-by-point iterative method for solution of both momentum equation and energy equation. The results show that the ratio of heat transfer coefficient of the wall near the blockage to that of the fully developed flow increase with increasing the ratio of blockage to channel height and decreasing the Reynolds number. These trends of variation of heat transfer coefficient with respect to the height of slat and Reynolds number agree with those of Sparrow's experiment on the pipe flow with slat type blockage.

Generation of OC and MMA topology optimizer by using accelerating design variables

  • Lee, Dongkyu;Nguyen, Hong Chan;Shin, Soomi
    • Structural Engineering and Mechanics
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    • 제55권5호
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    • pp.901-911
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    • 2015
  • The goal of this study is to investigate computational convergence of optimal solutions, with respect to optimality criteria (OC) method and methods of moving asymptotes (MMA) as optimization model for non-linear programming of material topology optimization using an acceleration method that makes design variables rapidly move toward almost 0 and 1 values. 99 line topology optimization MATLAB code uses loop vectorization and memory pre-allocation as properly exploiting the strengths of MATLAB and moves portions of code out of the optimization loop so that they are only executed once as restructuring the program. Numerical examples of a simple beam under a lateral load and a given material density limitation provide merits and demerits of the present OC and MMA for 99 line topology optimization code of continuous material topology optimization design.

스마트 팩토리에서 원격 실시간 모니터링을 위한 게이트웨이 인터페이스 연동 API 설계 및 구현 (Design and Implement of Smart Gateway Interface API for Real-time Monitoring in Smart Factory)

  • 전동철;이병문;황희정
    • 한국멀티미디어학회논문지
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    • 제22권5호
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    • pp.601-612
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    • 2019
  • As the $4^{th}$ industrial revolution is accelerating, IT convergence application technologies are attracting attention in various fields. In the manufacturing industry, Smart Factory technology, which is blended with IT technology, has been developed to solve the problem casued by the decrease of the labor force, and a monitoring server is required to remotely control the equipment or to inquire about the operation status of the factory. In this paper, we designed and implemented RESTful API for data sharing between factory equipment and monitoring server in Smart Factory. In order to verify the designed API, a testbed was operated for an actual plastics manufacturing plant. As a result, it was confirmed that the testbed can be operated normally in actual operating environment.

디지털콘텐츠 산업의 융합화와 수출 가능성 (A study on Convergence of the Digital Contents Industry and Possibility of Exportation)

  • 전병준;최동길
    • 통상정보연구
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    • 제12권3호
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    • pp.55-78
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    • 2010
  • This study analyses recent development of digital contents industry. The purpose of this study is to show how the convergence phenomenon is occurring in the digital contents industry. Furthermore, this study examines the influence of digital convergence on the digital contents industry. The characteristics of the digital contents industry falls roughly into three features. To begin with, technical aspect of the industrial feature is that digitalized contents can be used in various digital devices, namely OSMU(One Source Multi Use). The second feature is related to protection of copyright against illegal file sharing and downloading. One final point is that platform for distribution channels has been universal by digital convergence. To sum up, the notable feature of digital contents industry is high value-added. Also, digital contents industry is composed of users, digital device, network, and universal contents. Users are the key component of digital contents industry, who is distinguished from consumers. Digital devices such as mobile phone, PDA can play all kinds of digital contents and make users communicate in two-ways. Portable devices also allow the users to consume digital contents at any place. Digital contents can be distributed by both wire and wireless networks. And most of transactions can be made through networks. There are three key issues about digital convergence. Entry barriers for market become lowered; the age of contents users is changed from old generation to young generation. And the form of contents devices is changing rapidly. Traditional contents field such as movie, music, broadcasting, publishing, animations are combined into one digital contents territory. As a result, this paper suggests that digital convergence phenomenon will be accelerating for the future. According to the result of this study, the advent of digital convergence and e-Commerce will have significant influence on trade of digital contents.

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이중시간전진법과 k-$\omega$ 난류모델을 이용한 익렬 내부 비정상 유동해석 (Unsteady cascade flow calculations of using dual time stepping and the k-$\omega$ turbulence model)

  • 최창호;유정열
    • 대한기계학회논문집B
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    • 제21권12호
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    • pp.1624-1634
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    • 1997
  • A numerical study on two-dimensional unsteady transonic cascade flow has been performed by adopting dual time stepping and the k-.omega. turbulence model. An explicit 4 stage Runge-Kutta scheme for the compressible Navier-Stokes equations and an implicit Gauss-Seidel iteration scheme for the k-.omega. turbulence model are proposed for fictitious time stepping. This mixed time stepping scheme ensures the stability of numerical computation and exhibits a good convergence property with less computation time. Typical steady-state convergence accelerating schemes such as local time stepping, residual smoothing and multigrid combined with dual time stepping shows good convergence properties. Numerical results are presented for unsteady laminar flow past a cylinder and turbulent shock buffeting problem for bicircular arc cascade flow is discussed.