• 제목/요약/키워드: WLS

검색결과 63건 처리시간 0.053초

적응진화 알고리즘을 이용한 전력계통의 상태추정에 관한 연구 (A Study on State Estimation in Power Systems Using Adaptive Evolutionary Algorithm)

  • 정희명;김형수;박준호;이화석
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2006년도 제37회 하계학술대회 논문집 A
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    • pp.214-215
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    • 2006
  • In power systems, the state estimation takes an important role in security control. At present, the weighted least squares(WLS) method has been widely used to the state estimation computation. This paper presents an application of Adaptive Evolutionary Algorithm(AEA) to state estimation in power systems. AEA is a optimization method to overcome the problems of classical optimization. AEA is employed to solve state estimation on the 6 bus system.

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PSO 알고리즘을 이용한 전력계통의 상태추정에 관한 연구 (A Study on State Estimation in Power Systems using Particle Swarm Optimization)

  • 정희명;박준호;이화석;김종율
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2006년도 추계학술대회 논문집 전력기술부문
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    • pp.291-293
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    • 2006
  • In power systems, the state estimation takes an important role in security control. At present, the weighted least squares(WLS) method has been widely used to the state estimation computation. This paper presents an application of Particle Swarm Optimization(PSO) to state estimation in power systems. PSO is a modern heuristic optimization method to overcome the problems of classical optimization. PSO is employed to solve state estimation on the IEEE-30 bus system.

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반복측정의 다가 반응자료에 대한 일반화된 주변 로짓모형 (A Generalized Marginal Logit Model for Repeated Polytomous Response Data)

  • 최재성
    • 응용통계연구
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    • 제21권4호
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    • pp.621-630
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    • 2008
  • 본 논문은 개체의 특성으로 다가의 명목형 반응변수가 반복측정 요인인 시간요인에 의해 주기적으로 반복측정 되었을 때, 자료를 분석하기 위한 모형으로 일반화된 주변 로짓모형을 논의하고 있다. 다가의 반응변수에 영향을 미치는 공변량중 일부가 처치로써 상대적으로 큰 크기의 실험단위에 배정되고 반복측정 요인인 시간요인의 수준들이 또한 처치요인으로 비확률화에 의해 상대적으로 작은 크기의 실험단위에 배정될 때 이를 고려한 모형구축과정과 예상되는 공분산 구조의 가정하에서 모수를 추정하기 위한 방법으로 가중최소제곱 방법을 이용할 수 있음을 제시하고 있다.

PC 클러스터 기반 병렬 PSO 알고리즘을 이용한 전력계통의 상태추정 (Power System State Estimation Using Parallel PSO Algorithm based on PC cluster)

  • 정희명;박준호;이화석
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 제39회 하계학술대회
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    • pp.303-304
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    • 2008
  • For the state estimation problem, the weighted least squares (WLS) method and the fast decoupled method are widely used at present. However, these algorithms can converge to local optimal solutions. Recently, modern heuristic optimization methods such as Particle Swarm Optimization (PSO) have been introduced to overcome the disadvantage of the classical optimization problem. However, heuristic optimization methods based on populations require a lengthy computing time to find an optimal solution. In this paper, we used PSO to search for the optimal solution of state estimation in power systems. To overcome the shortcoming of heuristic optimization methods, we proposed parallel processing of the PSO algorithm based on the PC cluster system. the proposed approach was tested with the IEEE-118 bus systems. From the simulation results, we found that the parallel PSO based on the PC cluster system can be applicable for power system state estimation.

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한국수출의 독점정도에 따른 수출보험의 수출촉진 효과 분석 (The Role of Export Insurance for the Korean Export Promotion: Reflecting the Market Share of Korean Export in Trading Partner Countries)

  • 송정석
    • 통상정보연구
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    • 제10권1호
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    • pp.259-277
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    • 2008
  • This paper empirically analyzes the influence of export insurance on export promotion using panel data for the Korean case during the sample period from 2003 to 2006. We use the Korean export's share in trading partners' imports as a weight for the weighted least square (WLS) estimation to measure the effect of export insurance on the export promotion. Our main finding is that export insurance subsidy seems to enhance the export performance when the Korean export takes greater share in other countries' markets. On the other hand, under weaker monopoly power of the Korean export, export risk and trading partners' GDP growth rate has more influence on the export promotion rather than export insurance subsidy. Our finding implies that policy makers and practitioners should discern the Korean exports' monopoly power differential across trading countries for better performing export insuarnce policy.

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병렬 PSO 알고리즘을 이용한 전력계통의 상태추정 (Power System State Estimation Using Parallel PSO Algorithm)

  • 정희명;박준호;이화석
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 제38회 하계학술대회
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    • pp.425-426
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    • 2007
  • In power systems operation, state estimation takes an important role in security control. For the state estimation problem, conventional optimization algorithm, such as weighted least squares (WLS) method, has been widely used. But these algorithms have disadvantages of converging local optimal solution. In these days, a modern heuristic optimization methods such as Particle Swarm Optimization (PSO), are introducing to overcome the problems of classical optimization. In this paper, we suggested parallel particle swarm optimization (PPSO) to search an optimal solution of state estimation in power systems. To show the usefulness of the proposed method over the conventional PSO, proposed method is applied on the IEEE-57 bus system.

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실시간 수위 예측을 위한 다중선형회귀 모형의 비교 (Comparison of Different Multiple Linear Regression Models for Real-time Flood Stage Forecasting)

  • 최승용;한건연;김병현
    • 대한토목학회논문집
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    • 제32권1B호
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    • pp.9-20
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    • 2012
  • 최근 수위 예측을 위한 개념적 기반, 수문학적, 물리적 기반 모형 등의 단점을 극복하고자 홍수예측을 위해 자료지향형 모형 중의 하나인 다중선형회귀 모형이 널리 도입되고 있다. 본 연구의 목적은 이러한 다중선형회귀 모형의 서로 다른 회귀계수 선정 방법에 따른 홍수예측 성능을 비교 검토하고 이를 통해 적절한 다중회귀 홍수예측 모형을 구축하는 것이다. 이를 위해 입력자료의 자기상관분석을 통해 독립변수의 시간 규모를 결정한 후 최소 자승법, 가중 최소 자승법, 단계별 선택법의 각기 다른 회귀계수 산정 방법을 이용한 홍수예측 모형을 구축하고 중랑천 유역의 다양한 홍수사상에 대해 적용하였다. 구축된 모형들의 성능을 평가하기 위해 평균제곱근오차, Nash-Suttcliffe 효율계수, 평균절대오차, 수정 결정계수와 같이 4개의 통계지표들을 사용하였다. 모의결과 단계별 선택법을 이용한 다중선형회귀 홍수예측 모형이 가장 정확한 예측 결과를 보였고, 최소자승법을 이용한 홍수예측 모형이 가중 최소자승법을 이용한 홍수예측 모형보다 좀 더 나은 예측 결과를 나타냈다.

수면 장애 및 아토피피부염에 효과적인 7 가지 한약 처방의 항염증 활성 연구 (Study of Anti-inflammatory Activity of 7 Herbal Prescription Effective for Sleep Disorders and Atopic Dermatitis)

  • 최민진;응웬리;정정화;박민영;윤주희;이병욱;양인준;신흥묵
    • 동의생리병리학회지
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    • 제35권2호
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    • pp.56-63
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    • 2021
  • This study was conducted to find a candidate prescription with anti-inflammatory efficacy of 7 herbal prescriptions known to be effective in atopic dermatitis and sleep disorders in Korean medicine. The anti-inflammatory of the 7 herbal prescriptions extracts were evaluated by ELISA assay and Western blot assay. 7 herbal prescriptions, Seongyutang(SU), Danseontoetang(DST), Sotosajahwan(ST), Jisiljagyagsan(JJ), Seokchangpo(SCP), Wiryeongseon(WLS), Gogojohwan(GGJ) 30 % EtoH extract was used for in vitro experiments. In TNF-α + IFN-γ(TI) stimulated HaCaT cells, all 7 herbal prescriptions reduced TARC and MDC production, and JJ strongly reduced TARC and MDC production at 100 ㎍/ml concentration. SCP strongly reduced MDC production at 10 ㎍/ml and 100 ㎍/ml concentration. In addition, in substance P(SP)/CRH stimulated HMC-1 cells, JJ strongly inhibited VEGF production at both 10 and 100 ㎍/ml concentrations. In LPS/CRH stimulated Raw264.7 cells, all 7 herbal prescriptions significantly inhibited TNF-α. PMA + Ionomycin(PI)/CRH stimulated EL4 cells, SU significantly reduced IL-4 production at both concentrations of 10 and 100 ㎍/ml. WLS significantly reduced IL-17 production at both concentrations of 10 and 100㎍/ml. This suggests that 7 herbal prescriptions have anti-inflammatory effects by reducing inflammatory cytokines in keratinocytes, mast cells and macrophages caused by inflammation. Therefore, it is expected that 7 herbal prescriptions that are effective for sleep disorders and atopic dermatitis can be used as therapeutic materials for sleep disorders and diseases associated with atopic dermatitis.

RRAIM 기법을 활용한 다중 가설 사용자 무결성 감시 알고리듬 (Multiple-Hypothesis RAIM Algorithm with an RRAIM Concept)

  • 윤호;기창돈
    • 한국항행학회논문지
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    • 제16권4호
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    • pp.593-601
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    • 2012
  • 본 논문에서는 미래의 다중 Global Navigation Sattelite System (GNSS) 및 다중 주파수 항법신호 사용자를 위한 새로운 다중 가설 사용자 무결성 감시 기법을 제안한다. 기존의 Weighted Least Squares (WLS) 사용자 무결성 감시 (Receiver Autonomous Integrity Monitoring, RAIM) 기법은 동시에 두 개 이상의 위성이 고장 나지 않는다는 가정 하에 사용자 측정치의 무결성을 감시하므로 동시에 두 개 이상의 측정치 이상이 발생하였을 때 적절한 대응을 할 수 없다는 문제가 있다. 본 논문에서는 여러 epoch의 측정치 잔차와 위성 관측행렬의 변화량을 활용하여 단일 고장 뿐만 아니라 다중 고장을 효율적으로 검출할 수 있는 기법을 제안하였다. 제안된 기법은 반송파 위상 측정치의 변화율을 활용하는 Relative RAIM (RRAIM) 기법을 적용하여 최소 검출가능 바이어스 (Minimum Detectable Bias, MDB)의 크기를 최소화하였고, 시뮬레이션 결과 수 십 m 정도 크기의 다중 고장을 검출할 수 있었다.

연줄기 즙을 첨가한 청포묵의 품질 특성 (Quality Characteristics of Mung Bean Starch Jellies Made with Different Levels of White Lotus Steam Juice)

  • 김은미
    • 동아시아식생활학회지
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    • 제19권6호
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    • pp.943-949
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    • 2009
  • The objective of this study was to evaluate the quality characteristics of mung bean starch jellies prepared with additions of white lotus steam juice at differing levels (0, 2, 4, 6, 8 mL). The proximate composition of the lotus steam juice was $96.37{\pm}0.04\;g/100\;g$ for moisture, $0.75{\pm}0.01\;g/100\;g$ for crude protein, $0.24{\pm}0.01\;g/100\;g$ for crude fat, and $1.90{\pm}0.07\;g/100\;g$ for crude ash. As the level of lotus steam juice increased, the moisture contents and, L, a and b values of the jellies increased (p<0.05). However, the L value of the WSL8 group did not differ significantly. According to the mechanical evaluation results, hardness values of the WSL4 and WSL6 groups were increased (p<0.05), whereas, cohesiveness, gumminess and adhesiveness were not significantly different among the groups. Springiness was higher (p<0.05) in the WSL8 group compared to the other groups, and, chewiness was higher (p<0.05) in the WLS6, and WSL8 groups than in the WSL2 group. According to the sensory evaluations, the mung bean starch jellies prepared with 4~6 mL of lotus steam juice received the highest preference scores and were therefore chosen as optimal products.

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