• Title/Summary/Keyword: Power system state estimation

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Application and Experience of State Estimation in Korea Power System (한국 전력 계통에서의 상태추정 알고리즘 적용)

  • Song, Tae-Yong;Song, Seuk-Ha;Rju, Hyun-Keun;Kang, Hyung-Ku;Kang, Bu-Il
    • Proceedings of the KIEE Conference
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    • 2003.07a
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    • pp.89-91
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    • 2003
  • 최근 들어 전력 계통은 점차 복잡해지고 계통 규모 역시 빠른 속도록 성장하고 있다. 이러한 환경 하에서 전력계통 운영을 담당하고 있는 한국전력거래소가 계통의 현 상태를 정확하게 파악하고 가능한 상정 고장에 대비하여 전력계통을 안정적으로 운영하는 것은 매우 중요하다고 할 수 있다. 이를 위해 기존의 스카다를 사용하여 계통의 상황을 파악하는 방법은 통신상의 잡음 및 측정값의 부정확성으로 인해 계통을 전체적으로 정확하게 파악하고 실시간 상정고장 분석과 같은 검토를 하는데 한계가 있다. 따라서 차세대 에너지 관리 시스템(NEMS)을 구축하는 단계에서 한국전력거래소는 상태추정 및 관련 응용프로그램을 실계통에 도입하여 전력 계통의 안정 운영에 기여하려 하고 있다. 상태추정이란 에러를 포함하고 있는 측정값과 네트워크 모델을 사용하여 현 계통의 전압, 위상각, 조류 둥의 실제 상태를 추정하는 방법으로 상태추정을 사용하여 현 상태 감시 및 실시간 상정고장 분석, 안전도 개선과 같은 기능을 수행할 수 있다. 본 논문에서는 차세대 EMS에 적용된 상태추정을 설명하고 실계통에 적용하여 파악한 상태추정의 기능을 보여주고 있다.

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A Novel Control Scheme of Three-Phase PWM Rectifiers Eliminating AC-Side Sensors (교류측 센서를 제거한 3상 PWM 정류기의 새로운 제어)

  • 이동춘;이지명;임대식
    • The Transactions of the Korean Institute of Power Electronics
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    • v.5 no.6
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    • pp.592-600
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    • 2000
  • In this paper, a novel control scheme of three-phase PWM rectifiers using only dc-side sensors is proposed. The phase currents are reconstructed from switching states of the rectifier and the dc output current. For effective current control, the currents are estimated by a predictive state observer. Also, both the phase angle and the magnitude of the source voltage are estimated by controlling the deviation between the model current and the system current to be zero. The validity of the proposed ac phase and current sensorless technique has been verified by experimental results.

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3-Phase Current Estimation of SRM Based on the DC-Link Current (직류링크 진류정보를 기반으로 한 SRM 3상전류 추정법)

  • Kim, Ju-Jin;Kim, Seong-Gon;Kim, Tae-Woong;Ahn, Jin-Woo;Choi, Jae-Ho
    • Proceedings of the KIPE Conference
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    • 2005.07a
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    • pp.575-577
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    • 2005
  • This paper proposes the SRM drive system based on DC-link current, from which the phase currents can be estimated in accuracy and also they can be used in driving SRM instead of the three-phase currents. In additional, the detecting circuit for DC-link current is also proposed for increasing the resolution and decreasing the off-set. Comparing to the general drive system based on the phase current, it is verified through the experiment that the proposed SRM drive system has the good performance in steady-state responses of the speed control. Using the DC-link current, all of the 3-phase currents can be easily estimated in driving the SRM.

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Low-Cost Single-Phase to Three-Phase AC/DC/AC PWM Converters for Induction Motor Drives (유도전동기 구동을 위한 저가형 단상-3상 AC/DC/AC PWM 컨버터)

  • 김태윤;이지명;석줄기;이동춘
    • The Transactions of the Korean Institute of Power Electronics
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    • v.7 no.4
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    • pp.322-331
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    • 2002
  • In this paper, a single-phase to three-phase PWM converter topology using a single-phase half-bridge PWM rectifier and a 2-leg inverter for low cost three-phase induction motor drives is proposed. In addition, the source voltage sensor is eliminated with a state observer which controls the deviation between the model current and the system current to be zero. The converter topology is of lower cost than the conventional one, which gives sinusoidal input current, unity power factor, dc output voltage control, bidirectional power flow and VVVF output voltage. The experimental results for V/F control of 3Hp induction motor drives have been shown.

A Study on Multiple Bad Data Detection using Binary PSO (이진 PSO를 이용한 Multiple Bad Data 검출에 관한 연구)

  • Jeong, Hee-Myung;Park, June-Ho;Lee, Hwa-Seok
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.270_271
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    • 2009
  • The identification of multiple bad data, especially when mutually interacting, may be difficult to handle, since the well known procedures based on the normalized or weighted residuals may become faulty. In such a case, successive elimination of the measurement with the largest normalized residual may result in the suppression of correct measurements instead of the bad data. Then the problem of identifying bad data is considered as a combinatorial decision procedure. In this paper, binary PSO is used for the identification of multiple bad data in the power system state estimation. The proposed binary PSO based procedures behave satisfactorily in the identifying multiple bad data. The test is carried out with reference to the IEEE-14 bus system.

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Vibration measurement and vulnerability analysis of a power plant cooling system

  • Anil, Ozgur;Akbas, Sami Oguzhan;Kantar, Erkan;Gel, A. Cem
    • Smart Structures and Systems
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    • v.11 no.2
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    • pp.199-215
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    • 2013
  • During the service life of a structure, design complications and unexpected events may induce unforeseen vibrations. These vibrations can be generated by malfunctioning machinery or machines that are modified or placed without considering the original structural design because of a change in the intended use of the structure. Significant vibrations occurred at a natural gas plant cooling structure during its operation due to cavitation effect within the hydraulic system. This study presents findings obtained from the in-situ vibration measurements and following finite-element analyses of the cooling structure. Comments are made on the updated performance level and damage state of the structure using the results of these measurements and corresponding numerical analyses. An attempt was also made to assess the applicability of traditional displacement-based vulnerability estimation methods in the health monitoring of structures under vibrations with a character different from those due to seismic excitations.

Throughput Performance analysis of AMC based on New SNR Estimation Algorithm using Preamble (프리앰블을 이용한 새로운 SNR 추정 알고리즘 기반의 AMC 기법의 전송률 성능 분석)

  • Seo, Chang-Woo;Portugal, Sherlie;Hwang, In-Tae
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.48 no.4
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    • pp.6-14
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    • 2011
  • The fast growing of the number of users requires the development of reliable communication systems able to provide higher data rates. In order to meet those requirements, techniques such as Multiple Input Multiple Out (MIMO) and Orthogonal Frequency Division multiplexing (OFDM) have been developed in the recent years. In order to combine the benefits of both techniques, the research activity is currently focused on MIMO-OFDM systems. In addition, for a fast wireless channel environment, the data rate and reliability can be optimized by setting the modulation and coding adaptively according to the channel conditions; and using sub-carrier frequency, and power allocation techniques. Depending on how accurate the feedback-based system obtain the channel state information (CSI) and feed it back to the transmitter without delay, the overall system performance would be poor or optimal. In this paper, we propose a Signal to Noise Ratio (SNR) estimation algorithm where the preamble is known for both sides of the transciever. Through simulations made over several channel environments, we prove that our proposed SNR estimation algorithm is more accurate compared with the traditional SNR estimation. Also, We applied AMC on several channel environments using the parameters of IEEE 802.11n, and compared the Throughput performance when using each of the different SNR Estimation Algorithms. The results obtained in the simulation confirm that the proposed algorithm produces the highest Throughput performance.

Lightweight Model for Energy Storage System Remaining Useful Lifetime Estimation (ESS 잔존수명 추정 모델 경량화 연구)

  • Yu, Jung-Un;Park, Sung-Won;Son, Sung-Yong
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.13 no.5
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    • pp.436-442
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    • 2020
  • ESS(energy storage system) has recently become an important power source in various areas due to increased renewable energy resources. The more ESS is used, the less the effective capacity of the ESS. Therefore, it is important to manage the remaining useful lifetime(RUL). RUL can be checked regularly by inspectors, but it is common to be monitored and estimated by an automated monitoring system. The accurate state estimation is important to ESS operator for economical and efficient operation. RUL estimation model usually requires complex mathematical calculations consisting of cycle aging and calendar aging that are caused by the operation frequency and over time, respectively. A lightweight RUL estimation model is required to be embedded in low-performance processors that are installed on ESS. In this paper, a lightweight ESS RUL estimation model is proposed to operate on low-performance micro-processors. The simulation results show less than 1% errors compared to the original RUL model case. In addition, a performance analysis is conducted based on ATmega 328. The results show 76.8 to 78.3 % of computational time reduction.

A study on the ATC(Available Transfer Capabilily) calculation using an Energy Function Method (에너지함수법을 이용한 가용송전용량(ATC) 계산에 관한 연구)

  • Kim, Jae-Hyeon;Jeong, Sung-Won;Kim, Yong-Il
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.22 no.2
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    • pp.94-100
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    • 2008
  • Available transfer capability(ATC) quantifies the viable increase in real power transfer from one point to another in a power system. ATC calculation has predominantly focussed on steady-state viability. But ATC assessment with transient stability constraints has a dominant part in overall ATC calculation. ATC assessment requires a reputation of (n-1) security assessment with constraints of thermal limits, voltage stability and dynamic stability. An estimation of determinant contingency screening method is used for computing eigenvalue of Jacobian matrix. This paper proposed a methods to ATC calculation using energy function. Constraints is used thermal limits, voltage stability and transient stability.

An Approach for Identifying the Temperature of Inductance Motors by Estimating the Rotor Slot Harmonic Based on Model Predictive Control

  • Wang, Liguo;Jiang, Qingyue;Zhang, Chaoyu;Jin, Dongxin;Deng, Hui
    • Journal of Power Electronics
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    • v.17 no.3
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    • pp.695-703
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    • 2017
  • In order to satisfy the urgent requirements for the overheating protection of induction motors, an approach that can be used to identify motor temperature has been proposed based on the rotor slots harmonic (RSH) in this paper. One method to accomplish this is to improve the calculation efficiency of the RSH by predicting the stator winding distribution harmonic order by analyzing the harmonics spectrum. Another approach is to increase the identification accuracy of the RSH by suppressing the influence of voltage flashes or current surges during temperature estimation based on model predictive control (MPC). First, an analytical expression of the stator inductance is extracted from a steady-state positive sequence motor equivalent circuit model developed from the rotor flux field orientation. Then a procedure that applies MPC for reducing the identification error of the rotor temperature caused by voltage sag or swell of the power system is given. Due to this work, the efficiency and accuracy of the RSH have been significantly improved and validated our experiments. This work can serves as a reference for the on-line temperature monitoring and overheating protection of an induction motor.