• 제목/요약/키워드: smoothing constant

검색결과 62건 처리시간 0.027초

압전소자를 이용한 에너지 하베스터용 전력변환장치 연구 (A Study of Power Conversion System for Energy Harvester Using a Piezoelectric Materials)

  • 안현성;김영철;차한주
    • 전기학회논문지
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    • 제66권7호
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    • pp.1059-1065
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    • 2017
  • In this paper, the energy harvester with a piezoelectric materials is modeled as the electric equivalent circuit, and performances of a standard DC method and a Parallel-SSHI method are verified through experiment under variable force and load conditions. Piezoelectric generator consists of mass, damper and spring constant, and it is modeled by electrical equivalent circuit with RLC components. Standard DC and Parallel-SSHI are used as power conversion methods, and standard DC consists of full-bridge rectifier and smoothing capacitor. Parallel-SSHI method is composed of L-C resonant circuit, zero-crossing detector and full-bridge rectifier. In case of simulation under $100k{\Omega}$ load condition, the harvested power is $500{\mu}W$ in Standard DC and $670{\mu}W$ in Parallel-SSHI, respectively. In experiment, the harvested power under $100k{\Omega}$ load condition is $420{\mu}W$ in standard DC and $602{\mu}W$ in Parallel-SSHI. Harvested power of Parallel-SSHI is improved by approximately 40% more than that of standard DC method.

Refinement of damage identification capability of neural network techniques in application to a suspension bridge

  • Wang, J.Y.;Ni, Y.Q.
    • Structural Monitoring and Maintenance
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    • 제2권1호
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    • pp.77-93
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    • 2015
  • The idea of using measured dynamic characteristics for damage detection is attractive because it allows for a global evaluation of the structural health and condition. However, vibration-based damage detection for complex structures such as long-span cable-supported bridges still remains a challenge. As a suspension or cable-stayed bridge involves in general thousands of structural components, the conventional damage detection methods based on model updating and/or parameter identification might result in ill-conditioning and non-uniqueness in the solution of inverse problems. Alternatively, methods that utilize, to the utmost extent, information from forward problems and avoid direct solution to inverse problems would be more suitable for vibration-based damage detection of long-span cable-supported bridges. The auto-associative neural network (ANN) technique and the probabilistic neural network (PNN) technique, that both eschew inverse problems, have been proposed for identifying and locating damage in suspension and cable-stayed bridges. Without the help of a structural model, ANNs with appropriate configuration can be trained using only the measured modal frequencies from healthy structure under varying environmental conditions, and a new set of modal frequency data acquired from an unknown state of the structure is then fed into the trained ANNs for damage presence identification. With the help of a structural model, PNNs can be configured using the relative changes of modal frequencies before and after damage by assuming damage at different locations, and then the measured modal frequencies from the structure can be presented to locate the damage. However, such formulated ANNs and PNNs may still be incompetent to identify damage occurring at the deck members of a cable-supported bridge because of very low modal sensitivity to the damage. The present study endeavors to enhance the damage identification capability of ANNs and PNNs when being applied for identification of damage incurred at deck members. Effort is first made to construct combined modal parameters which are synthesized from measured modal frequencies and modal shape components to train ANNs for damage alarming. With the purpose of improving identification accuracy, effort is then made to configure PNNs for damage localization by adapting the smoothing parameter in the Bayesian classifier to different values for different pattern classes. The performance of the ANNs with their input being modal frequencies and the combined modal parameters respectively and the PNNs with constant and adaptive smoothing parameters respectively is evaluated through simulation studies of identifying damage inflicted on different deck members of the double-deck suspension Tsing Ma Bridge.

Double Two Switch Forward Transformer-Linked Soft-Switching PWM DC-DC Power Converter with Tapped Inductor Filters

  • Moisseev Serguei;Koudriavtsev Oleg;Hiraki Eiji;Nakamura Mantaro;Nakaoka Mutsuo;Hamada Satoshi
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2001년도 Proceedings ICPE 01 2001 International Conference on Power Electronics
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    • pp.193-197
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    • 2001
  • This paper presents a novel circuit topology of the double two-switch forward type high frequency transformer linked soft-switching PWM DC-DC power converter with tapped inductor filters that can operate under a condition of the low peak voltage stress across the power semiconductor devices and lowered peak current stress through the transformer for some high power applications. This circuit topology of an interleaved two-switch forward soft-switching power converter is proposed in the order to minimize an idle circulating current due to the tapped inductor filter without of any additional active auxiliary resonant-assisted snubber circuits, such as active resonant DC link snubbers and AC link snubbers, active resonant commutation leg link snubbers. The unique advantages of this power converter are less power circuit components and power semiconductor devices, constant frequency PWM scheme, cost effective configuration and wider soft-switching PWM operation range under PWM power regulations load variations. The practical effectiveness of the proposed soft-switching converter circuit topology is tested by simulations and is proved by experimental results received from the 500W-100kHz breadboard setup.

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Power Fluctuation Reduction of Pitch-Regulated MW-Class PMSG based WTG System by Controlling Kinetic Energy

  • Howlader, Abdul Motin;Urasaki, Naomitsu;Yona, Atsushi;Senjyu, Tomonobu;Saber, Ahmed Yousuf
    • Journal of international Conference on Electrical Machines and Systems
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    • 제1권2호
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    • pp.116-124
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    • 2012
  • Wind is an abundant source of natural energy which can be utilized to generate power. Wind velocity does not remain constant, and as a result the output power of wind turbine generators (WTGs) fluctuates. To reduce the fluctuation, different approaches are already being proposed, such as energy storage devices, electric double layer capacitors, flywheels, and so on. These methods are effective but require a significant extra cost to installation and maintenance. This paper proposes to reduce output power fluctuation by controlling kinetic energy of a WTG system. A MW-class pitch-regulated permanent magnet synchronous generator (PMSG) is introduced to apply a power fluctuation reducing method. The major advantage of this proposed method is that, an additional energy storage system is not required to control the power fluctuation. Additionally, the proposed method can mitigate shaft stress of a WTG system. Which is reflected in an enhanced reliability of the wind turbine. Moreover, the proposed method can be changed to the maximum power point tracking (MPPT) control method by adjusting an averaging time. The proposed power smoothing control is compared with the MPPT control method and verified by using the MATLAB SIMULINK environment.

3차원 계층적 육면체 고체요소에 의한 p-적응적 해석 (p-Adaptive Analysis by Three Dimensional Hierarchical Hexahedral Solid Element)

  • 우광성;조준형;신영식
    • 한국공간구조학회논문집
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    • 제8권4호
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    • pp.81-90
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    • 2008
  • 이 논문에서는 적분형 르장드르 다항식을 사용한 3차원 계층적 고체요소의 유한요소 정식화를 보여준다. 제안하는 육면체 고체요소는 절점, 변, 면, 그리고 내부모우드를 포함한은 4개의 서로 다른 모우드로 구성되어 있다. 영에너지 모우드와 일정변형률 조건을 확인하기 위해 고유치 시험과 조각시험이 수행되었다. 여기에 추가되어, 적응적 p-유한요소해석을 위해 유한요소해석으로부터 구한 후처리 응력값의 평활화에 기초를 둔 사후오차평가 기법이 연구된다. 자유도가 증가함에 따라 수렴속도측면에서 균등 p-분배와 불균등 p-분배에 의한 유한요소해의 차이점이 비교된다. 제안된 요소의 성능을 보이기 위해 간단한 캔틸레버보가 테스트되었다.

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견관절 만성 충돌 증후군의 관절경적 견봉하 감압술 (Arthroscopic Subacromial Decompression for Chronic Impingement)

  • 이광원;박종현;최원식
    • Clinics in Shoulder and Elbow
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    • 제1권2호
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    • pp.160-166
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    • 1998
  • The purpose of this study was to assess the results of arthroscopic subacromial decompression in patients with chronic impingement and to evaluate the results according to the rotator cuff pathology. We evaluated the clinical results of treatment for chronic impingement syndrome in 28 patients from Feb 1996 to Feb 1997. There were twenty men and eight women in age from 24 to 72 years (mean age 51) with dominant arm involvement in sixteen patients. Follow up evaluations averaged 15(range 12-24)months. The average duration of symptoms were 15(range 6­60)months. The final diagnoses which were based on the physical examination, plain radiographs and arthroscopic findings, were stage II impingement in 16 patients and stage ill impingement in 12 patients. We excluded the patients with acromioclavicular arthritis or glenohumeral instability in this study. All patients were managed non-operatively a minimum of six months. During the operation we performed contouring and smoothing the acromial undersurface and only resecting of the anterolateral band of the coracoacromial ligament. The clinical results were quantitated using UCLA shoulder rating score. Satisfactory results were obtained in 23(80%) patients. Unsatisfactory results were obtained in 5(18%) patients with posterior cuff tear. The average UCLA pain score showed significant improvement from 2.8(constant pain) to 7.2(present during heavy activities) at final follow up. The function and active forward flexion scores also increased from their preoperative value. There was no significant differences according to the surface and severity of tear and NeeI' stage (P>0.05). These results compared favorably with those reported following open acromioplasty. While arthroscopic subacromial decompression is a demanding technique with a learning curve, it is a reliable treatment for chronic impingement syndrome. A less aggressive approach to subacromial decompression and preserving the posteromedial band of the coracoacromialligament does not appear to compromise results.

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강조 모델제한을 적용한 전기비저항 모니터링 자료의 4차원 역산 (4D Inversion of the Resistivity Monitoring Data with Focusing Model Constraint)

  • 조인기;정다빈
    • 지구물리와물리탐사
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    • 제21권3호
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    • pp.139-149
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    • 2018
  • 전기비저항 모니터링은 지하 매질의 시간적 변화를 파악하기 위한 효과적인 물리탐사법이다. 전기비저항 모니터링은 최근 정교한 자동측정 장비와 통신기술의 발달에 힘입어 지하의 시공간적 물성변화의 탐지를 위하여 널리 사용되고 있다. 이 연구에서는 지하 매질의 의미있는 시공간적 변화대를 효과적으로 해석할 수 있는 4차원 역산 알고리듬을 개발하였다. 4차원 역산의 문제점인 시간축을 따른 지나친 평활화 제한 문제를 극복하기 위하여 자료오차에 대한 시공간 모델제한을 일정하게 유지하도록 라그랑지 곱수를 자동으로 조정하였다. 또한 강조 모델제한자를 도입하여 보다 선명하게 지하의 시공간 변화대를 영상화하고자 하였다. 시간경과 모델에 대한 수치자료에 대하여 개발된 4차원 역산을 수행하여 개발된 역산 알고리듬의 타당성을 검토하였다.

Experimental and statistical analysis of hybrid-fiber-reinforced recycled aggregate concrete

  • Tahmouresi, Behzad;Koushkbaghi, Mahdi;Monazami, Maryam;Abbasi, Mahdi Taleb;Nemati, Parisa
    • Computers and Concrete
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    • 제24권3호
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    • pp.193-206
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    • 2019
  • Although concrete is the most widely used construction material, its deficiency in shrinkage and low tensile resistance is undeniable. However, the aforementioned defects can be partially modified by addition of fibers. On the other hand, possibility of adding waste materials in concrete has provided a new ground for use of recycled concrete aggregates in the construction industry. In this study, a constant combination of recyclable coarse and fine concrete aggregates was used to replace the corresponding aggregates at 50% substitution percentage. Moreover, in order to investigate the effects of fibers on mechanical and durability properties of recycled aggregate concrete, the amounts of 0.5%, 1%, and 1.5% steel fibers (ST) and 0.05%, 0.1% and 0.15% polypropylene (PP) fibers by volumes were used individually and in hybrid forms. Compressive strength, tensile strength, flexural strength, ultrasonic pulse velocity (UPV), water absorption, toughness, elastic modulus and shrinkage of samples were investigated. The results of mechanical properties showed that PP fibers reduced the compressive strength while positive impact of steel fibers was evident both in single and hybrid forms. Tensile and flexural strength of samples were improved and the energy absorption of samples containing fibers increased substantially before and after crack presence. Growth in toughness especially in hybrid fiber-reinforced specimens retarded the propagation of cracks. Modulus of elasticity was decreased by the addition of PP fibers while the contrary trend was observed with the addition of steel fibers. PP fibers decreased the ultrasonic pulse velocity slightly and had undesirable effect on water absorption. However, steel fiber caused negligible decline in UPV and a small impact on water absorption. Steel fibers reduce the drying shrinkage by up to 35% when was applied solely. Using fibers also resulted in increasing the ductility of samples in failure. In addition, mechanical properties changes were also evaluated by statistical analysis of MATLAB software and smoothing spline interpolation on compressive, flexural, and indirect tensile strength. Using shell interpolation, the optimization process in areas without laboratory results led to determining optimal theoretical points in a two-parameter system including steel fibers and polypropylene.

음향 임피던스 균질화를 이용한 거꿀시간 참반사보정 성능개선 (Improvement of Reverse-time Migration using Homogenization of Acoustic Impedance)

  • 이강훈;편석준;박윤희;정순홍
    • 지구물리와물리탐사
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    • 제19권2호
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    • pp.76-83
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    • 2016
  • 탄성파 자료의 영상화 과정에서 입력자료인 속도 모델에 불연속면이 있는 경우 반사파에 의해 참반사보정(migration) 결과가 왜곡될 수 있다. 따라서 참반사보정을 위한 속도 모델은 지층 경계면에서 샘 파동장과 수신기 파동장을 구할 때 발생하는 반사파를 제거하기 위해 평활화(smoothing)하여 사용하는 것이 일반적이다. 그러나 속도 모델을 평활화할 경우 지층 경계면에서 속도 정보가 달라져 지하구조 영상이 왜곡될 가능성이 있다. 본 연구에서는 이러한 단점을 최소화하기 위해 속도가 불연속인 층간의 음향 임피던스를 일정하게 만들어 샘 파동장과 수신기 파동장을 구할 때 발생하는 반사파를 줄이고자 하였다. 음향 임피던스를 일정하게 만들기 위해 속도 차이를 보상하는 가상의 밀도(fake density)를 정의하고 참반사보정에 사용하였다. 음향 임피던스가 모든 층에서 일정할 때, 반사면에서 수직 입사파의 반사계수가 영이 되고 반사파가 최소화되어 참반사보정 결과를 향상시킬 수 있다. 이를 검증하기 위해 셀기반 유한차분법을 이용하여 거꿀시간 참반사보정(reverse-time migration) 알고리듬을 구현하였다. 수치예제를 통해 속도 대비가 큰 지층 경계면에서 참반사보정 영상의 품질이 향상되는 것을 확인할 수 있고, 특히 천부 지층에서 성능 개선효과가 큰 것을 관찰할 수 있다.

국민건강보험 표본코호트 DB를 이용한 건강보험 재정추계 (Financial Projection for National Health Insurance using NHIS Sample Cohort Data Base)

  • 박유성;박혜민;권태연
    • 응용통계연구
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    • 제28권4호
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    • pp.663-683
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    • 2015
  • 저출산과 고령화 등의 인구구조의 변화는 미래 건강보험 재정의 안전성을 위협하고 있다. 이에 본 논문에서는 2002년부터 2013년까지 국민건강보험 표본코호트 DB를 이용하여 유병율 및 진료비에 대한 통계적 모형을 추정하고 인구구조와 경제상황의 변화에 대한 다양한 미래 가정들을 반영하여 건강보험 재정의 연도별 수입과 지출을 2060년까지 추계하였다. 지출 추계에는 건강보험공단 표본 코호트 DB를 이용하여 유병율 및 진료비를 추계하였다. 유병율 모형은 VECM-LC모형을 그리고 1인당 공단 부담 진료비에 대한 추계는 이중지수평활법에 근거 하였다. 두 모형 모두를 의료기관별, 질병별, 성별, 연령별로 적합하고 경제상황의 변화에 대한 국회와 정부의 여러 가정들을 반영하여 최종 추계치를 산출하였다. 수입 추계는 고령화 속도에 대한 두 개의 다른 가정에 근거한 두 개의 미래 인구구조를 반영한 두 개의 피부양률 가정에 근거하고, 지출 추계에서와 마찬가지로 경제 상황의 변화에 대한 여러 가지 가정을 반영하여 최종 추계치를 산출하였다. 그 결과 건강보험 재정적자는 2015년 불변가격으로 2030년에는 2030조 원, 2060년에는 4070조 원이 될 것으로 추계되었다.