• 제목/요약/키워드: multilevel model

검색결과 189건 처리시간 0.026초

다층 잠재프로파일 분석을 적용한 중학생의 학교폭력 집단 분류와 개인 및 학교요인 검증 (Classification of Student's School Violence During Middle School: Applying Multilevel Latent Profile Models to Test Individual and School Effects)

  • 노언경;이은수;이현정;홍세희
    • 한국조사연구학회지:조사연구
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    • 제18권2호
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    • pp.67-98
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    • 2017
  • 본 연구의 목적은 학교폭력 잠재집단이 각 유형별 피해경험과 가해경험에 따라 어떻게 나눠지는지 살펴보고, 이러한 잠재집단 분류에 개인과 학교 요인들이 미치는 영향을 검증하는 것이다. 이를 위해 서울교육종단연구(SELS2010)의 초등학교 4학년 패널의 5차 자료 중 학교폭력을 한번 이상 경험한 학생 2,195명의 학교폭력 피해 및 가해경험에 대해 다층 잠재프로파일 모형(multilevel latent profile model)을 적용하여 분석하였다. 분석 결과, 학교폭력 가해 및 피해경험을 종류별, 수준별로 모두 고려하였을 때 가해피해 고수준집단(1.7%), 가해위주집단(2.1%), 피해위주집단(3.7%), 언어적 폭력경험집단(92.5%)의 4가지의 집단으로 분류되었다. 영향요인 검증 결과, 학생수준에서 성별, 탄력성, 자기통제력, 친구관계, 부모자녀관계가 유의하게 나타났고, 학교수준에서 교사학생관계, 학교폭력 예방교육, 학교 내 성비가 유의하게 나타났다. 본 연구는 학교폭력 가해와 피해 경험을 모두 포함하여 빈도별, 유형별로 집단을 한 번에 분류하여 이론적 논의를 확장하였고, 다층자료임을 반영하여 개인수준과 학교수준의 영향요인을 동시에 검증했다는 점에서 의의가 있다.

Enhanced reasoning with multilevel flow modeling based on time-to-detect and time-to-effect concepts

  • Kim, Seung Geun;Seong, Poong Hyun
    • Nuclear Engineering and Technology
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    • 제50권4호
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    • pp.553-561
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    • 2018
  • To easily understand and systematically express the behaviors of the industrial systems, various system modeling techniques have been developed. Particularly, the importance of system modeling has been greatly emphasized in recent years since modern industrial systems have become larger and more complex. Multilevel flow modeling (MFM) is one of the qualitative modeling techniques, applied for the representation and reasoning of target system characteristics and phenomena. MFM can be applied to industrial systems without additional domain-specific assumptions or detailed knowledge, and qualitative reasoning regarding event causes and consequences can be conducted with high speed and fidelity. However, current MFM techniques have a limitation, i.e., the dynamic features of a target system are not considered because time-related concepts are not involved. The applicability of MFM has been restricted since time-related information is essential for the modeling of dynamic systems. Specifically, the results from the reasoning processes include relatively less information because they did not utilize time-related data. In this article, the concepts of time-to-detect and time-to-effect were adopted from the system failure model to incorporate time-related issues into MFM, and a methodology for enhancing MFM-based reasoning with time-series data was suggested.

건강행동 변화를 위한 보건 커뮤니케이션 전략 개발: 금연을 위한 생태학적 접근전략의 적용 (Development of Health Communication Strategies for Health Behavior Change: Application of Social Ecological Models to Smoking Cessation Intervention)

  • 김혜경
    • 보건교육건강증진학회지
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    • 제27권4호
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    • pp.177-188
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    • 2010
  • Objectives: The aim of this study was to examine factors related to smoking behavior, and to develop multilevel communication strategies for smoking cessation. Methods: This paper reviewed theories and empirical findings with currents ecological models to develop communication strategies. Theory comparison was also performed to identify important mediators in the process of smoking cessation. Results: Factors that have been identified to influence smoking behavior ranges from individual perception, attitudes and self efficacy toward smoking to organizational norms, regulations, community capacity, media advocacy and public smoking regulation policy. In order to address these multi-level determinants of smoking behavior, objectives and strategies for smoking cessation intervention were developed utilizing ecological perspectives to cover intrapersonal, interpersonal(mainly family member and peers), organizational and community/public policy level factors. Conclusion: Multilevel approaches have advanced the existing knowledge on determinants of health behaviors. New direction of research focusing on testing multilevel intervention approaches should be expanded to inform the efficacy of applying social ecological models to health behavior change process.

Multistage Inverters Control Using Surface Hysteresis Comparators

  • Menshawi, Menshawi K.;Mekhilef, Saad
    • Journal of Power Electronics
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    • 제13권1호
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    • pp.59-69
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    • 2013
  • An alternative technique to control multilevel inverters with vector approximations has been presented. The innovative control method utilizes specially designed two-dimensional hysteresis comparators to simplify the implementation and improve the resultant waveform. The multistage inverter designed with maximum number of levels is operated in such a way to approximate the reference voltage vector by exploiting the large number of multilevel inverter vectors. A three-stage inverter with the main high voltage stage made of three phase, six-switch and singly-fed inverter is considered for application to the proposed design. The proposed control concept is to maintain a higher voltage stage state as long as it can lead to a target vector. High and medium voltage stages controllers are based on surface hysteresis comparators to hold the switching state or to perform the necessary change to achieve its reference voltage with minimal switching losses. The low voltage stage controller is designed to approximate the target reference voltage to the nearest inverter vector using the nearest integer rounding and adjustment comparators. Model simulation and prototype test results show that the proposed control technique clearly outperforms the previous control methods.

FACTS 적용을 위한 직렬형 멀티레벨 전압형 인버터를 사용한 1MVar STATCON의 새로운 스위칭기법 (Novel Switching Strategy of 1MVar STATCON using Cascade Multilevel Voltage Source Inverter for FACTS Application)

  • 민완기;민준기;최재호
    • 대한전기학회논문지:전기기기및에너지변환시스템부문B
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    • 제48권12호
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    • pp.691-700
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    • 1999
  • This paper proposes a novel switching strategy of 1Mvar STATCON using cascade multilevel H-bridge inverter(HBI) for FACTS application. To control the reactive power instantaneously, the d-q dynamic system model is described and analyzed. A single pulse pattern based on the SHEM(Selective Harmonic Elimination Method) technique is determined from the look-up table to reduce the line current harmonics and a rotating fundamental frequency switching scheme is presented to adjust the DC voltage of each inverter capacitor at the same value. So the voltage unbalance problem between separately DC bus voltage is improved by using the proposed switching scheme. As a result, the presented inverter configuration not only reduces the system complexity by eliminating the isolation at the AC input side transformer but also improves the dynamic response to the step change of reactive power.

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Implementation of Multilevel Boost DC-Link Cascade based Reversing Voltage Inverter for Low THD Operation

  • Rao, S. Nagaraja;Kumar, D.V. Ashok;Babu, Ch. Sai
    • Journal of Electrical Engineering and Technology
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    • 제13권4호
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    • pp.1528-1538
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    • 2018
  • In this paper, configuration of $1-{\phi}$ seven-level boost DC-link cascade based reversing voltage multilevel inverter (BDCLCRV MLI) is proposed for uninterrupted power supply (UPS) applications. It consists of three level boost converter, level generation unit and full bridge circuit for polarity generation. When compared with conventional boost cascaded H-bridge MLI configurations, the proposed system results in reduction of DC sources, reduced power switches and gate drive requirements. Inverter switching is accomplished by providing appropriate switching angles that is generated by any optimization switching angle techniques. Here, round modulation control (RMC) method is taken as the optimization method and switching angles are derived and the same is compared with various switching angles methods i.e., equal-phase (EP) method, and half-equal-phase (HEP) method which results in improved quality of obtained AC power with lowest total harmonic distortion (THD). Reduction in DC sources and switch count makes the system more cost effective. A simulation and prototype model of $1-{\phi}$ seven-level BDCLCRV MLI system is developed and its performance is analyzed for various operating conditions.

스위칭 손실을 줄이기 위한 모듈형 멀티레벨 컨버터의 제어 방법 (Control Method of Modular Multilevel Converter to Reduce Switching Losses)

  • 박소영;김재창;곽상신
    • 전력전자학회논문지
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    • 제22권6호
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    • pp.476-483
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    • 2017
  • In this paper, a voltage-based model predictive control (MPC) scheme for a modular multilevel converter is used to reduce switching loss. The proposed method calculates an offset voltage that clamps the switching operation of submodules in which the current greatly flows at every sampling period by using the reference phase voltage and the reference phase current. To use the offset voltage, the proposed method converts the current-based MPC to the voltage-based MPC. The proposed voltage-based MPC then generates a new reference pole voltage that clamps the switching of submodules by applying the calculated offset voltage to the phase voltage. Therefore, the proposed method can reduce the switching loss by stopping the switching operation of submodules in which the current greatly flows. The switching loss reduction effect of the proposed method is verified by comparing its loss data with those of the conventional MPC method.

New Generalized PWM Schemes for Multilevel Inverters Providing Zero Common-Mode Voltage and Low Current Distortion

  • Nguyen, Nho-Van;Nguyen, Tam-Khanh Tu
    • Journal of Power Electronics
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    • 제19권4호
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    • pp.907-921
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    • 2019
  • This paper presents two advanced hybrid pulse-width modulation (PWM) strategies for multilevel inverters (MLIs) that provide both common-mode voltage (CMV) elimination and current ripple reduction. The first PWM utilizes sequences that apply one switching state at the double ends of a half-carrier cycle. The second PWM combines the advantages of the former and an existing four-state PWM. Analyses of the harmonic characteristics of the two groups of switching sequences based on a general switching voltage model are carried out, and algorithms to optimize the current ripple are proposed. These methods are simple and can be implemented online for general n-level inverters. Using a three-level NPC inverter and a five-level CHB inverter, good performances in terms of the root mean square current ripple are obtained with the proposed PWM schemes as indicated through improved harmonic distortion factors when compared to existing schemes in almost the entire region of the modulation index. This also leads to a significant reduction in the current total harmonic distortion. Simulation and experimental results are provided to verify the effectiveness of the proposed PWM methods.

재활심리분석시스템의 다중 우회기반 접근통제 모델 및 응용 (Indirection based Multilevel Security Model and Application of Rehabilitation Psychology Analysis System)

  • 김영수;조선구
    • 한국정보통신학회논문지
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    • 제17권10호
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    • pp.2301-2308
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    • 2013
  • 재활심리분석시스템으로서 웹이 보편적으로 사용되면서 스팸메시지가 급격히 증가하고 있다. 이의 억제를 위한 메시지통제시스템은 기술적이고 경제적 대안으로 필터시스템과 과금 시스템을 사용하고 있으나 차단오류와 과금저항으로 인한 메시지의 수신과 가용성을 제한한다. 이의 해결을 위해서 불법적인 메시지는 억제하지만 송 수신자에게 유익하고 합법적인 메시지가 폐기되고 상실되는 것을 방지할 수 있는 메시지통제시스템의 우회 모델을 제안하고 이를 사용하여 메시지의 유용성과 가용성을 높여줄 수 있는 웹기반의 메시지통제시스템을 구현하여 모델의 실용성을 검증하였다.

동적 등가 회로를 이용한 MMC의 시뮬레이션 모델 개발 (Development of Simulation Model for Modular Multilevel Converters Using A Dynamic Equivalent Circuit)

  • 신동철;이동명
    • 한국산학기술학회논문지
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    • 제21권3호
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    • pp.17-23
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    • 2020
  • 본 논문에서는 MMC(Modular Multilevel Converter) 시스템 개발시 필요한 등가 회로를 이용한 MMC 시뮬레이션 모델을 제안한다. MMC는 하프 브릿지 혹은 풀 브릿지 형태의 서브 모듈이 직렬로 수십 개에서 수백 개가 연결된 형태의 전력변환기로, 전압형 HVDC(High Voltage Direct Current)와 같은 고압 송전에 가장 적합한 토폴로지로 선택되어 상용화 되어 있다. MMC의 알고리즘 개발을 위해서는 전체 시스템의 시뮬레이션이 필수적이다. 그러나, 수백 혹은 수천 개의 스위칭 소자를 사용하여 MMC의 시뮬레이션 모델의 구성하거나 시뮬레이션을 수행하는 것은 사실상 불가능하다. 따라서 본 논문에서는 전압 레벨 증가 등의 확장성이 용이하고 MMC 변환기의 전압 전류의 동특성을 등가화하여 구현한 시뮬레이션 모델을 제안한다. 스위칭 신호와 암 전류의 방향으로부터 등가 회로의 전압과 전류식을 연산하고, 이를 Matlab/Simulink를 이용하여 등가 모델화한다. 개발된 모델의 타당성을 보이기 위하여 스위칭의 소자를 이용한 5 레벨의 MMC와 본 논문에서 제안하는 등가 모델 MMC의 시뮬레이션의 결과를 보인다. 두 모델의 전류 파형, 전압 파형 등이 일치함을 보임으로써 개발 모델의 타당성을 보이고자 한다.