• 제목/요약/키워드: Multilevel Optimization

검색결과 40건 처리시간 0.028초

CHB 멀티레벨 인터버를 위한 최적 모델 예측 제어 (Optimization of Model Predictive Control for Cascaded H-bridge Multilevel Inverter)

  • 노찬;곽상신
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2017년도 전력전자학술대회
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    • pp.12-13
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    • 2017
  • 최근 멀티레벨 인버터가 high power and medium voltage에서 많이 사용되면서 레벨 증가가 비교적 쉬운 CHB 구조가 많이 사용되고 있다. 멀티레벨 인버터에서 모델 예측 제어를 사용하면 빠른 동특성을 얻을 수 있지만 레벨 증가에 따른 계산량이 급격하게 증가하는 단점을 갖는다. 그래서 본 연구에서는 정상상태에서 기준 전압 벡터의 인근 벡터만 고려하여 계산량을 감소시키고 과도상태에서 최적화 기법을 통한 빠른 동특성을 유지하는 최적 모델 예측 제어를 제안한다. 본 논문에서는 5-level CHB 인버터를 이용하여 시뮬레이션을 진행하고 기존 모델 예측 제어와 제안하는 알고리즘의 성능을 비교한다.

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A VALIDATION METHOD FOR EMERGENCY OPERATING PROCEDURES OF NUCLEAR POWER PLANTS BASED ON DYNAMIC MULTI-LEVEL FLOW MODELING

  • QIN WEI;SEONG POONG HYUN
    • Nuclear Engineering and Technology
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    • 제37권1호
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    • pp.118-126
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    • 2005
  • While emergency operating procedures (EOPs) occupy an important role in the management of various abnormal situations in nuclear power plants (NPPs), current technology for the validation of EOPs still largely depends on manual review. A validation method for EOPs of NPPs is thus proposed based on dynamic multi-level flow modeling (MFM). The MFM modeling procedure and the EOP validation procedure are developed and provided in the paper. Application of the proposed method to EOPs of an actual NPP shows that the proposed method provides an efficient means of validating EOPs. It is also found that the information on state transitions in MFM models during the management of abnormal situations is also useful for further analysis on EOPs including their optimization.

2차 탄성해석법에 의한 강뼈대 구조물의 최적설계 (An Optimum Design of Steel Frames by Second Order Elastic Analysis)

  • 박문호;장준호;김기욱
    • 한국구조물진단유지관리공학회 논문집
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    • 제10권2호
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    • pp.123-133
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    • 2006
  • 본 연구의 목적은 다단계 동적계획법 및 축차무제약 최소화기법을 이용하여 강접 및 다양한 반강접 접합부 모델을 가진 뼈대 구조물의 최적화 알고리즘을 개발하는데 있다. Bowing effect를 고려한 비선형 보-기둥이론을 사용하였으며, 보-기둥의 접합부는 반강접접합부인 양면 복부앵글을 가진 접합부, 상 하플랜지 접합부, 양면복부앵글을 가진 상 하플랜지 접합부를 고려하여 연구를 수행하였으며, 각 접합부의 해석모델은 수정된 지수모델, 다항식 모델, 파워모델을 사용하였다. 최적화문제에 있어서 목적함수는 강재의 중량을 취하였으며, 설계변수는 부재의 단면치수를 선택하였다. 설계제약조건은 축력, 전단력 및 휨모멘트의 저항성과 사용성에 대해 수식화하였다. 본 연구에서 개발된 기하학적 비선형을 고려한 2차 탄성해석법을 이용하여 강접 및 다양한 모델을 가진 반강접 강뼈대 구조물의 종합적인 연속 최적설계 프로그램을 개발하였다.

실험계획법을 이용한 MOF-5 합성공정 최적화 연구 (A Study of the Optimization of the MOF-5 Synthesis Process using Design of Experiments)

  • 이민형;이상민;유계상
    • 공업화학
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    • 제33권4호
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    • pp.402-407
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    • 2022
  • 실험계획법을 이용하여 MOF-5 합성공정의 최적화에 대한 연구를 수행하였다. 먼저 전구체의 농도를 최적화 하기 위하여 혼합물 설계법을 이용하였다. 합성에 사용되는 세 가지 전구체인 terephthalic acid, zinc acetate dihydrate, N,N-dimethylformamide의 농도비를 extreme vertices design methods로 최적화 하였다. MOF-5 합성을 위한 최적의 농도는 1 mol : 2.7 mol : 40 mol로 예측되었다. 이후, 온도, 시간 및 교반 속도와 같은 합성 반응 조건이 합성에 미치는 영향을 분석하기 위해 다단계 요인 설계법을 사용하였다. 수행된 통계 분석에 따라 교반 속도는 후속 연구에서 제외되었다. 합성시간과 온도를 고려한 합성 공정 최적화는 중앙 조성 설계법을 이용하였다. 13번의 합성 실험을 통해 도출된 2차 모델 방정식을 이용하여 결과를 추정하였다. 설계에 사용된 모델에 의하면 119 ℃ 및 10.4 h 조건에서 합성된 MOF-5가 최대의 결정화도를 가지는 것으로 예측되었다.

Assessment of surface ship environment adaptability in seaways: A fuzzy comprehensive evaluation method

  • Jiao, Jialong;Ren, Huilong;Sun, Shuzheng
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제8권4호
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    • pp.344-359
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    • 2016
  • Due to the increasing occurrence of maritime accidents and high-level requirements and modernization of naval wars, the concept of ship environment adaptability becomes more and more important. Therefore, it is of great importance to carry out an evaluation system for ship environment adaptability, which contributes to both ship design and classification. This paper develops a comprehensive evaluation system for ship environment adaptability based on fuzzy mathematics theory. An evaluation index system for ship environment adaptability is elaborately summarized first. Then the analytic hierarchy process (AHP) and entropy weighting methods are applied to aggregate the evaluations of criteria weights for each criterion and the corresponding subcriteria. Next, the multilevel fuzzy comprehensive evaluation method is applied to assess the ship integrative environment adaptability. Finally, in order to verify the proposed approach, an illustrative example for optimization and evaluation of five ship alternatives is adopted. Moreover, the influence of criteria weights, membership functions and fuzzy operators on the results is also analyzed.

Cu ECMP 공정에 사용디는 전해액의 최적화 (Optimization of Electrolytes on Cn ECMP Process)

  • 권태영;김인권;조병권;박진구
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2007년도 하계학술대회 논문집 Vol.8
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    • pp.78-78
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    • 2007
  • In semiconductor devices, Cu has been used for the formation of multilevel metal interconnects by the damascene technique. Also lower dielectric constant materials is needed for the below 65 nm technology node. However, the low-k materials has porous structure and they can be easily damaged by high down pressure during conventional CMP. Also, Cu surface are vulnerable to have surface scratches by abrasive particles in CMP slurry. In order to overcome these technical difficulties in CMP, electro-chemical mechanical planarization (ECMP) has been introduced. ECMP uses abrasive free electrolyte, soft pad and low down-force. Especially, electrolyte is an important process factor in ECMP. The purpose of this study was to characterize KOH and $KNO_3$ based electrolytes on electro-chemical mechanical. planarization. Also, the effect of additives such as an organic acid and oxidizer on ECMP behavior was investigated. The removal rate and static etch rate were measured to evaluate the effect of electro chemical reaction.

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Increasing the Range of Modulation Indices with the Polarities of Cells and Switching Constraint Reliefs for the Selective Harmonic Elimination Pulse Width Modulation Technique

  • Najjar, Mohammad;Iman-Eini, Hossein;Moeini, Amirhossein
    • Journal of Power Electronics
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    • 제17권4호
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    • pp.933-941
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    • 2017
  • In this paper an improved low frequency selective harmonic elimination-PWM (SHE-PWM) technique for Cascaded H-bridge (CHB) converters is proposed. The proposed method is able to eliminate low order harmonics from the output voltage of the converter for a wide range of modulation indices. To solve SHE-PWM equations, especially for low modulation indices, a modified method is used which employs either the positive or negative voltage polarities of H-bridge cells to increase the freedom degrees of each cell. Freedom degrees of the switching angles are also used to increase the range of available solutions for non-linear SHE equations. The proposed SHE methods can successfully eliminate up to $25^{th}$ harmonic from a 7-level output voltage by using just nine switching transitions or a 150 Hz switching frequency. To confirm the validity of the proposed method, simulation and experimental results have been presented.

Multilevel performance-based procedure applied to moderate seismic zones in Europe

  • Catalan, Ariel;Foti, Dora
    • Earthquakes and Structures
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    • 제8권1호
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    • pp.57-76
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    • 2015
  • The Performance-based Earthquake Engineering (PBEE) concept implies the definition of multiple target performance levels of damage which are expected to be achieved (or not exceeded), when the structure is subjected to earthquake ground motion of specified intensity. These levels are associates to different return period (RP) of earthquakes and structural behaviors quantified with adopted factors or indexes of control. In this work an 8-level PBEE study is carried out, finding different curves for control index or Engineering Demand Parameters (EDP) of levels that assess the structural behavior. The results and the curves for each index of control allow to deduce the structural behavior at an a priori unspecified RP. A general methodology is proposed that takes into account a possible optimization process in the PBEE field. Finally, an application to 8-level seismic performance assessment to structure in a Spanish seismic zone permits deducing that its behavior is deficient for high seismic levels (RP > 475 years). The application of the methodology to a low-to-moderate seismic zone case proves to be a good tool of structural seismic design, applying a more sophisticated although simple PBEE formulation.

Encryption-based Image Steganography Technique for Secure Medical Image Transmission During the COVID-19 Pandemic

  • Alkhliwi, Sultan
    • International Journal of Computer Science & Network Security
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    • 제21권3호
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    • pp.83-93
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    • 2021
  • COVID-19 poses a major risk to global health, highlighting the importance of faster and proper diagnosis. To handle the rise in the number of patients and eliminate redundant tests, healthcare information exchange and medical data are transmitted between healthcare centres. Medical data sharing helps speed up patient treatment; consequently, exchanging healthcare data is the requirement of the present era. Since healthcare professionals share data through the internet, security remains a critical challenge, which needs to be addressed. During the COVID-19 pandemic, computed tomography (CT) and X-ray images play a vital part in the diagnosis process, constituting information that needs to be shared among hospitals. Encryption and image steganography techniques can be employed to achieve secure data transmission of COVID-19 images. This study presents a new encryption with the image steganography model for secure data transmission (EIS-SDT) for COVID-19 diagnosis. The EIS-SDT model uses a multilevel discrete wavelet transform for image decomposition and Manta Ray Foraging Optimization algorithm for optimal pixel selection. The EIS-SDT method uses a double logistic chaotic map (DLCM) is employed for secret image encryption. The application of the DLCM-based encryption procedure provides an additional level of security to the image steganography technique. An extensive simulation results analysis ensures the effective performance of the EIS-SDT model and the results are investigated under several evaluation parameters. The outcome indicates that the EIS-SDT model has outperformed the existing methods considerably.

디지털 컨버전스에 최적화된 공적융합공간 개발 시론 (A Preliminary Study on Public Convergent Space optimized for the Digital Convergence Era)

  • 김동섭
    • 한국실내디자인학회논문집
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    • 제21권6호
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    • pp.79-91
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    • 2012
  • In the Digital Convergence era, the center of social networking is moving into on-line space. This means also that space for public is moving into the on-line space. Along with this, spaces in commercial area, offered as attraction factors, are taking a role as a public space. So, this paper defines these spaces mentioned above as public space and the like. Liberal and affluent communication of Digital Convergence has caused in new spatial cognitions such like, constant social space, flowing space, temporary space, and multiple space. This means the hybridization of on-line and off-line space and the advent of public convergent space. However, it is on-line-centered convergence and has positive effects and negative effects on relationship. This paper suggests the optimization of public convergent space to solve the problems and make better a public space for relationship. For achieving this, social disclosure is grasped as the common way to start relationship both off-line and on-line, and it is proved that social disclosure has three characters such as self-presentation, corporeality, and subjectivity. Subsequently, the differences of the roles of off-line and on-line space are separated by each individual character. These are self-presentation of performance vs. storytelling, corporeality of embodiment vs. disembodiment, and self-subjectivity vs. inter-subjectivity. By recognizing that there are multilevel spectrums between the formers and the latters, this paper presents the direction of the spatial configuration of public convergent space which offers the right of manipulation of self-disclosure. It will be used for presenting the prototype of public convergent space.

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