• 제목/요약/키워드: LWR

검색결과 188건 처리시간 0.044초

국소가중다항회귀분석을 이용한 이상치제거 및 자료보정기법 개발 (GPS를 이용한 개별차량 주행속도를 중심으로) (Correction of Erroneous Individual Vehicle Speed Data Using Locally Weighted Regression (LWR))

  • 임희섭;오철;박준형;이건우
    • 대한교통학회지
    • /
    • 제27권2호
    • /
    • pp.47-56
    • /
    • 2009
  • 현장에서 수집되는 교통원시자료는 수집장비의 결함 및 주변환경 등에 의해 다양한 이상치가 발생한다. 원시자료의 품질은 추가 가공을 통해 생성되는 교통정보의 신뢰도에 직접적인 영향을 미치는 중요한 요인이다. 실시간으로 수집되는 교통원시자료를 1차 가공하는데 있어서 핵심은 이상치(Outlier)를 검지하고 보정하는 것이라고 할 수 있다. 본 연구에서는 GPS장비를 이용해 얻은 개별차량의 주행속도에서 발생하는 이상치를 제거하고 보정하는 기법을 제안하였다. GPS는 광범위한 교통네트워크상의 차량추적에 용이하게 사용될 수 있는 장점이 있다. 수집된 개별차량의 주행속도에서 이상치를 검지하고 보정하기 위해 국소가중다항회귀분석(LWR: Locally Weighted Regression)을 적용하였다. 또한 국소가중다항회귀분석을 수행하기 위한 파라미터 결정 알고리즘을 개발하여 적용하였다. 개발된 필터링 기법의 성능 평가를 위해 Synthetic Outlier를 생성 및 주입하여 개발된 필터링 기법을 통해 보정시키고 원시자료와 비교 분석 하였고, LWR을 이용한 기법의 상대적 성능 평가를 위해 지수평활화를 이용한 기법과 비교하였다. 평가 결과 LWR기법이 지수평활화를 이용한 기법보다 낮은 오차율을 보여 상대적으로 우수함을 검증하였다. 본 연구에서 제안한 방법론은 교통정보공학 분야의 자료처리 및 정보가공을 위한 도구로서 활용도가 클 것으로 기대된다.

SAFETY OF THE SUPER LWR

  • Ishiwatari, Yuki;Oka, Yoshiaki;Koshizuka, Seiichi
    • Nuclear Engineering and Technology
    • /
    • 제39권4호
    • /
    • pp.257-272
    • /
    • 2007
  • Supercritical water-cooled reactors (SCWRs) are recognized as a Generation IV reactor concept. The Super LWR is a pressure-vessel type thermal spectrum SCWR with downward-flow water rods and is currently under study at the University of Tokyo. This paper reviews Super LWR safety. The fundamental requirement for the Super LWR, which has a once-through coolant cycle, is the core coolant flow rate rather than the coolant inventory. Key safety characteristics of the Super LWR inhere in the design features and have been identified through a series of safety analyses. Although loss-of-flow is the most important abnormality, fuel rod heat-up is mitigated by the "heat sink" and "water source" effects of the water rods. Response of the reactor power against pressurization events is mild due to a small change in the average coolant density and flow stagnation of the once-through coolant cycle. These mild responses against transients and also reactivity feedbacks provide good inherent safety against anticipated-transient-without-scram (ATWS) events without alternative actions. Initiation of an automatic depressurization system provides effective heat removal from the fuel rods. An "in-vessel accumulator" effect of the reactor vessel top dome enhances the fuel rod cooling. This effect enlarges the safety margin for large LOCA.

STATUS OF FACILITIES AND EXPERIENCE FOR IRRADIATION OF LWR AND V/HTR FUEL IN THE HFR PETTEN

  • Bakker Klaas;Klaassen Frodo;Schram Ronald;Futterer Michael
    • Nuclear Engineering and Technology
    • /
    • 제38권5호
    • /
    • pp.417-422
    • /
    • 2006
  • The present paper describes the 45 MW High Flux Reactor (HFR) which is located in Petten, The Netherlands. This paper focuses on selected technical aspects of this reactor and on nuclear fuel irradiation experiments. These fuel experiments are mainly experiments on Light Water Reactor (LWR) and Very/High Temperature Reactor (V/HTR) fuels, but also on Fast Reactor (FR) fuels, transmutation fuels and Material Test Reactor (MTR) fuels.

Real-time Aircraft Parameter Estimation using LWR

  • Song,Yongkyu;Hong, Sung-Kyung
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 2001년도 ICCAS
    • /
    • pp.141.4-141
    • /
    • 2001
  • In this paper the Local Weighted Regression LWR technique is applied to the estimation of aircrcraft parameters. The method consists In improving the Local Weighted Regression LWR technique by adding a data Retention-and-Deletion RD strategy. The improvement comes with reduced computational effort since the two techniques can share their main computational procedures. The purpose of the study was to establish if the proposed algorithm could provide fast and reliable real-time estimations, with accuracy comparable to other well-known off-line identification schemes. The algorithm was tested using specific parameter estimation maneuvers and flight data of the NASA F/A-18 HARV. The results were compared with both the estimation obtained from ...

  • PDF

FABRICATION AND MATERIAL ISSUES FOR THE APPLICATION OF SiC COMPOSITES TO LWR FUEL CLADDING

  • Kim, Weon-Ju;Kim, Daejong;Park, Ji Yeon
    • Nuclear Engineering and Technology
    • /
    • 제45권4호
    • /
    • pp.565-572
    • /
    • 2013
  • The fabrication methods and requirements of the fiber, interphase, and matrix of nuclear grade $SiC_f/SiC$ composites are briefly reviewed. A CVI-processed $SiC_f/SiC$ composite with a PyC or $(PyC-SiC)_n$ interphase utilizing Hi-Nicalon Type S or Tyranno SA3 fiber is currently the best combination in terms of the irradiation performance. We also describe important material issues for the application of SiC composites to LWR fuel cladding. The kinetics of the SiC corrosion under LWR conditions needs to be clarified to confirm the possibility of a burn-up extension and the cost-benefit effect of the SiC composite cladding. In addition, the development of end-plug joining technology and fission products retention capability of the ceramic composite tube would be key challenges for the successful application of SiC composite cladding.

INFLUENCE OF ALLOY COMPOSITION ON WORK HARDENING BEHAVIOR OF ZIRCONIUM-BASED ALLOYS

  • Kim, Hyun-Gil;Kim, Il-Hyun;Park, Jeong-Yong;Koo, Yang-Hyun
    • Nuclear Engineering and Technology
    • /
    • 제45권4호
    • /
    • pp.505-512
    • /
    • 2013
  • Three types of zirconium base alloy were evaluated to study how their work hardening behavior is affected by alloy composition. Repeated-tensile tests (5% elongation at each test) were performed at room temperature at a strain rate of $1.7{\times}10^{-3}s^{-1}$ for the alloys, which were initially controlled for their microstructure and texture. After considering the yield strength and work hardening exponent (n) variations, it was found that the work hardening behavior of the zirconium base alloys was affected more by the Nb content than the Sn content. The facture mode during the repeated tensile test was followed by the slip deformation of the zirconium structure from the texture and microstructural analysis.

Effect of Ti and Si Interlayer Materials on the Joining of SiC Ceramics

  • Jung, Yang-Il;Park, Jung-Hwan;Kim, Hyun-Gil;Park, Dong-Jun;Park, Jeong-Yong;Kim, Weon-Ju
    • Nuclear Engineering and Technology
    • /
    • 제48권4호
    • /
    • pp.1009-1014
    • /
    • 2016
  • SiC-based ceramic composites are currently being considered for use in fuel cladding tubes in light-water reactors. The joining of SiC ceramics in a hermetic seal is required for the development of ceramic-based fuel cladding tubes. In this study, SiC monoliths were diffusion bonded using a Ti foil interlayer and additional Si powder. In the joining process, a very low uniaxial pressure of ~0.1 MPa was applied, so the process is applicable for joining thin-walled long tubes. The joining strength depended strongly on the type of SiC material. Reaction-bonded SiC (RB-SiC) showed a higher joining strength than sintered SiC because the diffusion reaction of Si was promoted in the former. The joining strength of sintered SiC was increased by the addition of Si at the Ti interlayer to play the role of the free Si in RB-SiC. The maximum joint strength obtained under torsional stress was ~100 MPa. The joint interface consisted of $TiSi_2$, $Ti_3SiC_2$, and SiC phases formed by a diffusion reaction of Ti and Si.