• 제목/요약/키워드: Loss Model Control

검색결과 632건 처리시간 0.026초

한의학 이론에 기반을 둔 양성치료(養性治療)가 비만여성의 생물학적, 심리적 지표 변화에 미치는 영향 (The effect of Yangsung program (oriental psychological treatment based on Confucian ideas program) for obesity on self esteem, self control and weight of women)

  • 최승;황의완;김종우
    • 동의신경정신과학회지
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    • 제17권2호
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    • pp.1-13
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    • 2006
  • Objective : This study examined whether Yangsung program (oriental psychological weight regulation model based on Confucian ideas) is effective on weight loss, self esteem, three factor on eating questionnaires(restraint eating, disinhibition and hunger), distortion of body-image and biochemistry of blood. Method : 23 women were assigned randomly into 2 groups; experimental group(n=10) and control group(n=13). Experimental group had 7 personal sessions consisting of personal Yangsung therapy, meditation, general diet and exercise education. Control group had personal sessions with general diet and exercise education once a week for 6 weeks. All subjects were weighed and evaluated with Rosenberg self esteem scale, distortion of body-image, biochemistry of blood and three factor eating questionnaires at the beginning and end of the program. Result : There is significant difference between two groups in changes of self esteem, disinhibition and hunger(p<0.05). There is no significant difference in weight reduction and BMI between two groups. Conclusion : This study showed a new possibility of unique psychological program for obesity characterized by its philosophical context.

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유역인자의 특성이 경계경보발령 기준에 미치는 영향분석 (Effect of watershed characteristics on the criteria of Flash Flood warning)

  • 양인태;김재철;김태환
    • 한국측량학회:학술대회논문집
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    • 한국측량학회 2004년도 추계학술발표회 논문집
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    • pp.389-392
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    • 2004
  • A recent unusual change in the weather is formed as a localized heavy rain in a short time. This phenomenon has caused a flash flood, and flash floods extensively have damaged human lives many times. In large river's case, the extent of loss of lives and properties has been decreased through the flood warning system by flood control stations of each stream. However, the extent of damage in other small rivers has increased reversely. Therefore, it is necessary to establish a new flood warning system against flash floods instead of the existing flood warning system. It is a specific character that the damage from flash floods in mountain streams brings much more loss of lives than large river's flood. The purpose of this study is calculating the characteristic of flash floods in streams, analyzing topographical characteristics of water basin through applying GIS techniques with the calculation as mentioned above and researching what topographical conditions have influence on hydrological flash floods in water basin. The flash flood prediction model we used is made by GIUH (geomorphoclimatic instantaneous unit hydrograph) with hydrologic-topographical technology. As applying the flash flood prediction model, this is a procedure for calculating topographical information in basin: we made a topological data up out of database with utilizing GIS, and we also produced a DEM (digital elevation model) and used it as a topographical data for determining amount of flash floods.

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Application of cost-sensitive LSTM in water level prediction for nuclear reactor pressurizer

  • Zhang, Jin;Wang, Xiaolong;Zhao, Cheng;Bai, Wei;Shen, Jun;Li, Yang;Pan, Zhisong;Duan, Yexin
    • Nuclear Engineering and Technology
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    • 제52권7호
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    • pp.1429-1435
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    • 2020
  • Applying an accurate parametric prediction model to identify abnormal or false pressurizer water levels (PWLs) is critical to the safe operation of marine pressurized water reactors (PWRs). Recently, deep-learning-based models have proved to be a powerful feature extractor to perform high-accuracy prediction. However, the effectiveness of models still suffers from two issues in PWL prediction: the correlations shifting over time between PWL and other feature parameters, and the example imbalance between fluctuation examples (minority) and stable examples (majority). To address these problems, we propose a cost-sensitive mechanism to facilitate the model to learn the feature representation of later examples and fluctuation examples. By weighting the standard mean square error loss with a cost-sensitive factor, we develop a Cost-Sensitive Long Short-Term Memory (CSLSTM) model to predict the PWL of PWRs. The overall performance of the CSLSTM is assessed by a variety of evaluation metrics with the experimental data collected from a marine PWR simulator. The comparisons with the Long Short-Term Memory (LSTM) model and the Support Vector Regression (SVR) model demonstrate the effectiveness of the CSLSTM.

SIMULATION-BASED EVACUATION ANALYSIS ON A HIGH SPEED COASTAL PASSENGER SHIP

  • Park, Jin-Hyoung;Kim, Hongtae;Lee, Dongkon;Lee, Jong-Gap;Park, Beom-Jin
    • 한국시뮬레이션학회:학술대회논문집
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    • 한국시뮬레이션학회 2001년도 The Seoul International Simulation Conference
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    • pp.444-449
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    • 2001
  • There have been many accidents of passenger ships on the sea and they have caused a big loss of human lives. Maritime Safety Committee(MSC) of International Maritime Organization(IMO) made evacuation analysis of Ro-Ro passenger ships mandatory in order to save as many lives as possible at the time of accident. But this is a temporary regulation and HSC/IMO ties to introduce a performance-based regulation to improve the effect of regulation. Simulation-based evacuation analysis is the basis of performance-based regulation. In this paper, we performed a simulation-based evacuation analysis on a passenger ship, which is usually used in the plying between land and islands in Korea, with EXODUS system. Through inspecting the results from this analysis in more detail, we can make a proposal to improve the safety of passenger ship. Finally we describe the features of IMEX(Intelligent Model for Extrication Simulation), a new evacuation model being developed in KRISO.

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가솔린 엔진의 흡기밸브 리프트 변화에 따른 개별실린더 당량비 추정 및 제어 알고리즘에 관한 연구 (A Study on Individual Cylinder Equivalence Ratio Estimation and Control Algorithm for SI Engines)

  • 김준수;오승석;이민광;선우명호
    • 한국자동차공학회논문집
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    • 제19권5호
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    • pp.35-44
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    • 2011
  • In a spark ignition engine, a variable valve lift (VVL) system has been developed for high fuel efficiency and low power loss. However, changes in valve lift cause deviations of cylinder air charge which lead to individual cylinder equivalence ratio maldistribution. In this study, in order to reduce the maldistribution, we propose individual cylinder equivalence ratio estimation and control algorithms. The estimation algorithm calculates the equivalence ratio of each cylinder by using a mathematical engine model which includes air charging, fuel film, exhaust gas, and universal exhaust gas oxygen sensor (UEGO) dynamics at various valve lifts. Based on the results of estimated equivalence ratio, the injection quantity of each cylinder is adjusted to control the individual cylinder equivalence ratio. Estimation and control performance are validated by engine experiments. Experimental results represented that the equivalence ratio maldistribution and variation are decreased by the proposed algorithms.

Multiple Decoupling Current Control Strategies for LCL Type Grid-Connected Converters Based on Complex Vectors under Low Switching Frequencies

  • Liu, Haiyuan;Shi, Yang;Guo, Yinan;Wang, Yingjie;Wang, Wenchao
    • Journal of Power Electronics
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    • 제19권4호
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    • pp.1034-1044
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    • 2019
  • In medium-voltage and high-voltage high-power converters, the switching devices need to operate at a low switching frequency to reduce power loss and increase the power capacity. This increases the delay of the signal sampling and PWM. It also makes the cross-couplings of the d-q current components more severe. In addition, the LCL filter has three cross-coupling loops and is prone to resonance. In order to solve these problems, this paper establishes a complex vector model of an LCL type grid-connected converter. Based on this model, two multiple decoupling current control strategies with passive damping / notch damping are proposed for the LCL type grid-connected converter. The proposed strategies can effectively eliminate the cross-couplings of the converter, achieve independent control of the d-q current components, expand the stable region and suppress the resonance of the LCL filter. Simulation and experimental results verify the correctness of the theoretical analysis and the feasibility of the proposed strategies.

자동차 공기현가 공압회로 해석 및 대체회로 설계 (Analysis and Alternative Circuit Design of Pneumatic Circuit for An Automotive Air Suspension)

  • 이재천
    • 유공압시스템학회논문집
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    • 제5권4호
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    • pp.17-25
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    • 2008
  • This study presents an analytical model of the pneumatic circuit of an air suspension system to analyze the characteristics of vehicle height control. The analytical model was developed through the co-simulation of Simulink(air spring) and HyPneu(pneumatic circuit). Variant effective area of air spring and flow coefficients of pneumatic valves were estimated experimentally prior to the system test, and utilized in simulation. One-comer test apparatus was established using the components of commercial air suspension products. The results of simulation and experiment were so close that the proposed analytical model in this study was validated. However the frictional loss of conduit and heat dissipation which were ignored in this study need to be considered in future study. As an application example of proposed analytical model, an alternative pneumatic circuit of air suspension to conventional WABCO circuit was evaluated. The comparison of simulation results of WABCO circuit and alternative circuit show that proposed analytical model of co-simulation in this study is useful for the study of pneumatic system of automotive air suspension.

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LLC 공진형 컨버터 제어시스템 설계 (Design of Control System for LLC Resonant Converter)

  • 김의현;안현식
    • 한국인터넷방송통신학회논문지
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    • 제17권1호
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    • pp.129-137
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    • 2017
  • 본 논문에서는, 스위칭 손실이 적고 효율이 높은 이점을 갖고 있는 LLC 공진형 컨버터에 대하여 선형화된 수학적 모델을 정립하고 디지털 제어기 설계 과정을 제안한다. LLC 공진형 컨버터의 비선형 모델에 대하여 EDF(Extended Describing Function) 기법을 도입하여 비선형성을 선형 근사화시킨 선형 소신호 모델을 정립하고 Ziegler Nichols 방법을 이용하여 제어기 계수를 선정하였으며 연속시간 제어기를 디지털 제어기로 변환하여 적용한다. 유도된 선형 소신호 모델에 기반하여 전압 제어기를 설계하고, MATLAB 시뮬레이션을 통하여 제어기의 성능을 검증한다. 또한, 부하 변화 및 모델링 오차를 고려한 시뮬레이션을 통하여 LLC 공진형 컨버터에 대해 설계된 전압 제어기의 타당성 및 제어성능을 분석한다.

RC잠수함을 이용한 해상풍력하부구조 모니터링 융합시스템 (Convergence system of offshore wind infrastructure monitoring using the RC submarine)

  • 방걸원;방상원;김용호
    • 한국융합학회논문지
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    • 제6권6호
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    • pp.177-183
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    • 2015
  • 모형잠수함, 중계부 및 제어부를 포함하는 수중 탐사 장치. 모형잠수함이 촬영한 영상정보를 중계부를 통해 전송한다. 모형잠수함의 자세 및 속도를 제어하는 제어신호 또한 중계부를 통해 제어 한다, 모형잠수함은 수중환경을 촬영하여 영상을 중계부로 전송하고, 중계부는 제어신호를 수신하여 수중에서 자세 및 속도를 제어한다, 중계부는 부표에 결합되어 수면에서 부유하고 제어부와 모형잠수함 사이에서 영상신호와 제어신호를 중계하되, 제어부와는 무선통신을 수행한다. 모형잠수함과는 유도선을 통해 유선통신을 수행하는 것으로 부표에 설치된 중계부와 모형잠수함 간을 유선통신으로 연결함으로써 모형잠수함에 대한 분실의 위험 없이 원활하게 수중 탐사를 수행할 수 있다. 또한 중계부와 제어부 간을 무선통신으로 연결함으로써 수중탐사를 쉽고 용이하게 수행할 수 있다. 이런 모형잠수함과 무선통신 및 제어를 결합한 융합기술을 구현하였다.

반도체산업에서의 인적오류제어방법 및 연구 (A method and analysis of human-error management of a semiconductor industry)

  • 윤용구;박범
    • 대한안전경영과학회지
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    • 제8권1호
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    • pp.17-26
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    • 2006
  • Basis frame-work's base in a semiconductor industry have gas, chemical, electricity and various facilities in bring to it. That it is a foundation by fire, power failure, blast, spill of toxicant huge by large size accident human and physical loss and damage because it can bring this efficient, connect with each kind mechanical, physical thing to prevent usefully need that control finding achievement factor of human factor of human action. Large size accident in a semiconductor industry to machine and human and it is involved that present, in system by safety interlock defect of machine is conclusion for error of behaviour. What is not construing in this study, do safety in a semiconductor industry to do improvement. Control human error analyzes in human control with and considers mechanical element and several elements. Also, apply achievement factor using O'conner Model by control method of human error. In analyze by failure mode effect using actuality example.