• 제목/요약/키워드: Adaptive Process

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Adaptive Phase-Locked Loop for Process Control System

  • Park, Jin-Bae;Shohei, Niwa
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.108.2-108
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    • 2001
  • This paper presents the application of adaptive phase-locked loop (adaptive PLL) technique to control the process variable of the process control system. The adaptive algorithm is related to the error. When the error of the system is changed, the adaptive gain will be directly changed according to the error. If the value of the adaptive gain is large, the value of the error will be large. In this experiment, the reference input is 50% step input. The experimental result in controlling the first order lag process by the adaptive PLL shows that the response of the controlled system has no overshoot, short rise time, and zero steady-state error. The experimental result also shows that when the output disturbance enters to the process control system, the adaptive PLL can maintain the stability of the system and the effect of the output disturbance can also be fast rejected. The adaptive PLL has better performance ...

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Intelligent adaptive controller for a process control

  • Kim, Jin-Hwan;Lee, Bong-Guk;Huh, Uk-Youl
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국제학술편); Seoul National University, Seoul; 20-22 Oct. 1993
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    • pp.378-384
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    • 1993
  • In this paper, an intelligent adaptive controller is proposed for the process with unmodelled dynamics. The intelligent adaptive controller consists of the numeric adaptive controller and the intelligent tuning part. The continuous scheme is used for the numeric adaptive controller to avoid the problems occurred in the discrete time schemes. The adaptive controller is adopted to the process with time delay. It is an implicit adaptive algorithm based on GMV using the emulator. The tuning part changes the design parameters in the control algorithm. It is a multilayer neural network trained by robustness analysis data. The proposed method can improve the robustness of the adaptive control system because the design parameters are tuned according to the operating points of the process. Through the simulation, robustnesses are shown for intelligent adaptive controller. Finally, the proposed algorithms are implemented on the electric furnace temperature control system. The effectiveness of the proposed algorithm is shown from experiments.

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적응적 세분화기법을 이용한 효율적 무요소법에 관한 연구 (A Study on the Efficient Meshfree Method Using Adaptive Refinement Analysis)

  • 한규택
    • 한국기계가공학회지
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    • 제9권5호
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    • pp.50-56
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    • 2010
  • Meshfree methods show many advantages over finite element method(FEM) in the class of problems for which the remeshing process is inevitable when the conventional FEM used, such as propagating crack problems, large deformation and so on. One of the promising applications of meshfree methods is the adaptive refinement for problems having multi-scale nature. In this study, an adaptive node generation procedure is proposed and several numerical examples are also presented to illustrate the efficiency of proposed method.

웹 기반 맞춤형 수학 학습 프로그램 구성 요소 분석 (An Analysis of Web-Based Adaptive Math Learning Program Components)

  • 허난
    • East Asian mathematical journal
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    • 제34권4호
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    • pp.451-462
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    • 2018
  • This study analyzed the learning components of the web-based adaptive math learning programs in order to develop adaptive math learning program using artificial intelligence. The components of the web-based adaptive math learning program set for analysis are classified into learning process presentation, concept learning, problem presentation, problem solving process, and learning result processing then analyzed three programs. As a result of analysis, the typical characteristic of components is that it uses a method of repeatedly presenting the same type of problem in order to learn one concept.

쌍일차 모델을 이용한 스팀개질 플랜트의 적응예측제어에 관한 연구 (A study on the adaptive predictive control of steam-reforming plant using bilinear model)

  • 오세천;여영구
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 한국자동제어학술회의논문집(국내학술편); 포항공과대학교, 포항; 24-26 Oct. 1996
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    • pp.156-159
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    • 1996
  • An adaptive predictive control for steam-reforming plant which consist of a steam-gas reformer and a waste heat steam-boiler was studied by using MIMO bilinear model. The simulation experiments of the process identification were performed by using linear and bilinear models. From the simulation results it was found that the bilinear model represented the dynamic behavior of a steam-reforming plant very well. ARMA model was used in the process identification and the adaptive predictive control. To verify the performance and effectiveness of the adaptive predictive controller proposed in this study the simulation results of steam-reforming plant control based on bilinear model were compared to those of linear model. The simulation results showed that the adaptive predictive controller based on bilinear model provides better performance than those of linear model.

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On nonlinear adaptive control systems independent of the degree of the process

  • Miyasato, Yoshihiko
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1988년도 한국자동제어학술회의논문집(국제학술편); 한국전력공사연수원, 서울; 21-22 Oct. 1988
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    • pp.740-745
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    • 1988
  • New design methods for constructing nonlinear adaptive control system are considered. The proposed adaptive controllers are applicable to the case where the degree of the controlled process is unknown. It is shown that the degree of the controller is determined independently of the degree of the process. Several types of nonlinear functions are introduced to deal with uncertainties of the degree of the process. Finally, some simulation results show the effectiveness and simplicity of the proposed methods.

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NC 선반공정에서 주축 전류 모니터링을 통한 구속적응제어 시스템 (Adaptive Control Constraint System through Current Monitoring of Spindle in NC Lathe Process)

  • 신동수
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 1999년도 추계학술대회 논문집 - 한국공작기계학회
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    • pp.27-33
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    • 1999
  • In order to regulate cutting force at a desired level during NC lathe process, a feedrate override Adaptive Control Constraint system was developed. Nonlinear model of the cutting process was linearized as an adaptive model with a time varing process parameter. Performance of the ACC system was confirmed on the NC lathe equipped with the developed NC system through a large amount of experiment.

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Adaptive lasso를 이용하여 추세-정상시계열과 차분-정상시계열을 판별하는 방법에 대한 연구 (Discrimination between trend and difference stationary processes based on adaptive lasso)

  • 나옥경
    • 응용통계연구
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    • 제33권6호
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    • pp.723-738
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    • 2020
  • 본 논문에서는 추세-정상시계열과 차분-정상시계열을 판별하는 방법에 대해 연구한다. 두 시계열 모형은 시계열적 특징, 충격의 지속성 여부, 시계열을 정상화시키는 방법 등이 모두 다르므로, 어떤 모형을 선택하냐에 따라 분석 방법이나 해석에 차이가 발생한다. 따라서 시계열 자료를 분석할 때 추세-정상성과 차분-정상성을 판별하는 것은 매우 중요한 일이다. 두 시계열을 구분하는 중요한 기준은 단위근의 존재 여부이므로, 단위근 검정 결과를 활용할 수 있다. 최근 연구 결과들을 살펴보면, 다양한 시계열 모형을 적합시킬 때 뿐만 아니라 비정상 자기회귀모형의 차분 차수를 결정할 때도 adaptive lasso와 같은 벌점화 추정방법을 도입, 사용하고 있다. 본 논문에서도 adaptive lasso를 이용하여 추세-정상시계열과 차분-정상시계열을 판별하는 방법을 제안, 연구를 진행하였다. 단위근 검정을 이용한 분류 방법과 adaptive lasso 추정량을 기초로 한 분류 방법에 대한 비교 모의실험을 수행하였고, 그 결과 추세-정상시계열이 참인 경우는 adaptive lasso 방법의 분류 정확도가 단위근 검정방법보다 좀 더 우세하며, 차분-정상시계열의 경우에는 반대로 정확도가 떨어지는 것을 확인할 수 있었다.

Exploratory Study on Self-Fulfillment Effect of Self-Designing Process in Adaptive Customization Services

  • Lee, Eun-Jung;Son, Jin-Ah
    • International Journal of Human Ecology
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    • 제15권1호
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    • pp.51-63
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    • 2014
  • Services for self-designing, or adaptive customization services, have become dominant in virtual marketplaces and are believed to create additional values both for the company as well as for the customer. While most research focused on the value from the services' outputs, this research attempts to address the customer-perceived value deriving from the process of the services, and focuses on the self-fulfillment effect of the involved mental processing. An online survey was administered with 313 U.S. shoppers. In the results, participants using adaptive customization services reported higher self-fulfillment perceptions, than did those not using the services. Furthermore, both the self-fulfillment perceptions (i.e., autonomy and competence) significantly increased perceived design utility. The results suggest that the process of adaptive customization services should be strategically managed to improve the customers' positive mental states that subsequently improve the perceived value of the output designs. Implications and suggestions for future studies are dsicussed.

견실한 서보적응제어기를 응용한 절삭력 추종제어 (Application of an Adaptive Robust Controller to Cutting Force Regulation)

  • 김종원
    • 대한기계학회논문집
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    • 제15권1호
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    • pp.78-89
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    • 1991
  • 본 연구에서는 ARSC를 엔드밀링 공정에 적용하여, 절삭력을 추종제어하는 실 예를 제시하고자 한다.제2장에서는 ARSC를 절삭공정에 일반적으로 적용하기 위한 구체적인 이론전개를 설명하여, 제3장에 실시간 시뮬레이션의 방법과 결과를 예시하 고,마지막으로, 제4장에 엔드밀링 절삭시험을 위한 장치의 구성 및 그 결과를 설명하 였다.