• Title/Summary/Keyword: series model

Search Result 5,386, Processing Time 0.033 seconds

Evolutionary design of Takagi-Sugeno type fuzzy model for nonlinear system identification and time series

  • Kim, Min-Soeng;Lee, Ju-Jang
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2001.10a
    • /
    • pp.93.1-93
    • /
    • 2001
  • An evolutionary approach for the design of Fuzzy Logic Systems(FLSs) is proposed. Membership functions(MFs) in Takagi-Sugeno type fuzzy logic system is optimized through evolutionary process. Output singleton values are obtained through pseudo-inverse method. The proposed technique is unique for that, to prevent overfilling phenomenon, limited-level RBF membership functions are used and the new fitness function is invented. To show the effectiveness of the proposed method, some simulations results on model identification are given.

  • PDF

Comparative Analysis of Design Flood by Different Methods for the Estimation of Parameters in Generalized Gamma Distribution Model (Generalized Gamma 분포 모형의 매개변수 유도 방법에 의한 설계홍수량의 비교분석)

  • Lee Soon-hyuk;Maeng Sung-jin;Ryoo Kyong-sik
    • KCID journal
    • /
    • v.5 no.1
    • /
    • pp.32-46
    • /
    • 1998
  • This study was conducted to derive optimal design floods by generalized gamma distribution model of the annual maximum series at six watersheds along Han and Nag Dong river systems. Design floods obtained by different methods for estimation of parameters

  • PDF

A New Algorithm for Recursive Short-term Load Forecasting (순환형식에 의한 기분거좌상측 알고리)

  • Young-Moon Park;Sung-Chul Oh
    • The Transactions of the Korean Institute of Electrical Engineers
    • /
    • v.32 no.5
    • /
    • pp.183-188
    • /
    • 1983
  • This paper deals with short-term load forecasting. The load model is represented by the state variable form to exploit the Kalman filter technique. The load model is derived from Taylor series expansion and remainder term is considered as noise term. In order to solve recursive filter form, among various algorithm of solving Kalman filter, this paper uses exponential data weighting technique. This paper also deals with the asymptotic stability of filter. Case studies are carried out for the hourly power demand forecasting of the Korea electrical system.

  • PDF

Analysis of Small Signal Stability for SSR on Generator Loading Condition (계통 운전조건에 따른 축 비틀림 전동 미소신호안정도 해석)

  • Kim, D.J.;Moon, Y.H.
    • Proceedings of the KIEE Conference
    • /
    • 2002.11b
    • /
    • pp.85-87
    • /
    • 2002
  • The paper describes the formulation of state matrix equations from the linearized multi-machine power system including network dynamics and the application of IEEE First Benchmark Model. The eigenvalues of IEEE First Benchmark Model are investigated not only by changing the compensation of series capacitance at no-load conditions, but also by varying the generator loading at fixed compensation of capacitance. In addition, the pure electrical self-excited mode is also examined by an eigen analysis and time domain simulation.

  • PDF

Short-term Reactive Load Forecasting using Multiple Time-Series Model (다중 시계열 모델을 이용한 단기 부하 무효전력 예측)

  • Park, Woo-Hyun;Lee, Yun-Ho;Jung, Chang-Ho;Kim, Jin-O
    • Proceedings of the KIEE Conference
    • /
    • 2002.11b
    • /
    • pp.199-201
    • /
    • 2002
  • This paper showed that there exists a non-linear relationship between MVAR and MW, and the rage of the threshold value of MVAR is 56 to 67. Also, we tried the one-hour ahead forecasting model of MVAR using the MW as the explanary variable.

  • PDF

Fundamental study on Inverter-type Series and Shunt Compensator for Transmission System (송전계통의 인버터식 직.병렬 보상기에 관한 기초연구)

  • Han, Byung-Moon;Han, Hoo-Sek
    • Proceedings of the KIEE Conference
    • /
    • 1999.11b
    • /
    • pp.425-433
    • /
    • 1999
  • This paper describes a simulation model and a scaled hardware model to analyze the dynamic performance of Unified Power Flow Controller, which can flexibly adjust the active and reactive power flow through the ac transmission line. The design of control system was developed using vector control method. The results of simulation and scaled hardware test show that the developed control system works accurately. And both models are very effective to analyze the dynamic performance of the Unified Power Flow Controller.

  • PDF

BQUE, AOV and MINQUE procedure in Estimating Variance Components

  • Huh, Moon-Yul
    • Journal of the Korean Statistical Society
    • /
    • v.9 no.1
    • /
    • pp.97-108
    • /
    • 1980
  • Variance components model appears often in designing experiments including time series data analysis. This paper is investigating the properties of the various procedures in estimating variance components for the two-way random model without interaction under normality. In this age of computer-oriented computations, MINQUE is found to be quite practicla because of the robustness with respect to the design configurations and parameters. Also adjusted AOV type estimation procedure is found to yield superior results over the unadjusted one.

  • PDF

Numerical Analysis of Plate Deformation by Induction Heating (고주파 유도 가열에 의한 판 변형의 간이 수치 해석)

  • 장창두;김호경;하윤석
    • Proceedings of the Computational Structural Engineering Institute Conference
    • /
    • 2002.04a
    • /
    • pp.311-318
    • /
    • 2002
  • In this study, we developed an analysis method of plate forming by induction heating and verified the effectiveness of the present method through a series of experiments. The phenomena of the induction heating is a 3D transient problem coupled with electromagnetic, heat transfer, and elastoplastic large deformation analyses. To solve the problem, we suggest a proper model and an integrated system. Using the present analysis model, we can estimate the plate deformation in heating without experiments and simulate the plate bending process of induction heating.

  • PDF

The Minimizing of Cutting Depth using Vibration Cutting (진동절삭법을 이용한 절삭깊이의 최소화)

  • 손성민;안중환
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.21 no.11
    • /
    • pp.38-45
    • /
    • 2004
  • This paper discusses the minimum cutting thickness with a continuous chip in sub-micrometer order precision diamond cutting. An ultra precision cutting model is proposed, in which the tool edge radius and the friction coefficient are the principal factors determining the minimum cutting thickness. The experimental results verify the proposed model and provide various supporting evidence. In order to reduce the minimum cutting thickness a vibration cutting method is applied, and the effects are investigated through a series of experiments under the same conditions as conventional cutting method.