• Title/Summary/Keyword: Wind energy penetration

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Chance-constrained Scheduling of Variable Generation and Energy Storage in a Multi-Timescale Framework

  • Tan, Wen-Shan;Abdullah, Md Pauzi;Shaaban, Mohamed
    • Journal of Electrical Engineering and Technology
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    • v.12 no.5
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    • pp.1709-1718
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    • 2017
  • This paper presents a hybrid stochastic deterministic multi-timescale scheduling (SDMS) approach for generation scheduling of a power grid. SDMS considers flexible resource options including conventional generation flexibility in a chance-constrained day-ahead scheduling optimization (DASO). The prime objective of the DASO is the minimization of the daily production cost in power systems with high penetration scenarios of variable generation. Furthermore, energy storage is scheduled in an hourly-ahead deterministic real-time scheduling optimization (RTSO). DASO simulation results are used as the base starting-point values in the hour-ahead online rolling RTSO with a 15-minute time interval. RTSO considers energy storage as another source of grid flexibility, to balance out the deviation between predicted and actual net load demand values. Numerical simulations, on the IEEE RTS test system with high wind penetration levels, indicate the effectiveness of the proposed SDMS framework for managing the grid flexibility to meet the net load demand, in both day-ahead and real-time timescales. Results also highlight the adequacy of the framework to adjust the scheduling, in real-time, to cope with large prediction errors of wind forecasting.

Stochastic Stability Analysis of the Power System Incorporating Wind Power using Measurement Wind Data

  • Parinya, Panom;Sangswang, Anawach;Kirtikara, Krissanapong;Chenvidhya, Dhirayut
    • Journal of Electrical Engineering and Technology
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    • v.13 no.3
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    • pp.1110-1122
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    • 2018
  • This paper proposes an alternative method to evaluate the effect of wind power to the power system stability with small disturbance. Alternatively, available techniques for stability analysis of a power system based on deterministic methods are less accurate for high penetration of wind power. Numerical simulations of random behaviors are computationally expensive. A stochastic stability index (SSI) is proposed for the power system stability evaluation based on the theory of stochastic stability and energy function, specifically the stochastic derivative of the relative well-defined energy function and the critical energy. The SSI is implemented on the modified nine-bus system including wind turbines under different conditions. A doubly-fed induction generator (DFIG) wind turbine is characterized and modeled using measured wind data from several sites in Thailand. Each of the obtained wind power data is analyzed. The wind power effect is modeled considering the aggregated effect of wind turbines. With the proposed method, the system behavior is properly predicted and the stability is quantitatively evaluated with less computational effort compared with conventional numerical simulation methods.

Analysis of effect on power system considering the maximum penetration limit of wind power (풍력발전 한계운전용량에 대한 계통영향 분석)

  • Myung, Ho-San;Kim, Bong-Eon;Kim, Hyeong-Taek;Kim, Se-Ho
    • Journal of the Korean Solar Energy Society
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    • v.32 no.3
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    • pp.19-25
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    • 2012
  • About supply and demand to see that you need to match, the limitations of wind power capacity is low demand and the commitment of the general generator will exist between the minimum generation. if the turbine's output can be controlled, The limitation of wind power capacity will be adopted based on instant power generation. Namely, The minimum limits of wind power generation based load operation by calculating the amount that is higher than if the output should be restricted to highest operation. in this paper, we committed to the demand for low enough that the combination of the general generator of wind power capacity to accommodate the operation of determining whether the limit is intended to. For this, power system analysis program PSS/E was used, Jeju system by implementing the model simulations were performed.

Time Domain Simulation Analysis Algorithm For Wind Farms including Fixed-Speed Wind Turbines (정속도 유도발전기를 포함한 풍력발전단지 시모의 해석 알고리즘)

  • Cho, Sung-Koo;Song, Hwa-Chang;Lee, Jang-Ho
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.480_481
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    • 2009
  • As a result of increasing environmental concern, the penetration of renewable power on power systems is now increasing. Wind energy can be considered as the most economical energy sources to generate electricity without depletion of fossil fuel. To devise adequate control strategies for wind farms, time domain simulation analysis needs to be performed. This paper presents a time domain simulation method for wind farms with fixed speed wind turbines (FSWT) connected to the external power systems. In this paper, an example of time simulation of the wind farm with four FSWT.

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An Strategy of Increasing the Wind Power Penetration Limit with VSC-HVDC in Jeju Power System (전압형 HVDC에 의한 제주계통의 풍력한계용량 증대 방안)

  • LEE, SEUNGMIN;Chae, Sang Heon;Kim, Ho Min;Kim, Eel-Hwan
    • Proceedings of the KIPE Conference
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    • 2015.07a
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    • pp.461-462
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    • 2015
  • The government on Jeju Special Self-governing Province has a policy named 'Carbon Free Island Jeju by 2030'. The main purpose in this policy is to install wind power system with the total capacity of 1.35 GW by 2020. When the demand load on Jeju Island power system is lower than entire output power, a lot of dump power will be produced from the large-scale wind farms. It will be able to cause the wind power limit on Jeju Island. Consequently, the additional power facility must be installed to ensure stable power system operation in Jeju Island and increase wind power limit. From this point, this paper proposes the installation of MMC-HVDC, which can supply power in real time in the desired direction. The effectiveness of MMC-HVDC based on measured data of Jeju Island power system will be verified by using PSCAD/EMTDC simulation program.

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Analysis of the Load Contribution of Wind Power and Photovoltaic Power to Power System in Jeju (제주지역 풍력발전 및 태양광발전의 전력계통 부하기여 분석)

  • Myung, Ho-San;Kim, Hyung-Chyul;Kang, Nam-Ho;Kim, Yeong-Hwan;Kim, Se-Ho
    • Journal of the Korean Solar Energy Society
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    • v.38 no.1
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    • pp.13-24
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    • 2018
  • As part of the "Carbon free Island 2030" policy, the local government of Jeju Island is currently working to reduce carbon through renewable energy supply. However, renewable energy is difficult to predict due to intermittent characteristics. If the share of renewable energy increase, it is difficult to plan of supply of electricity to grid due to that characteristic of renewable. In this paper analyze the fluctuation rate and the capacity credit of wind power and PV to find out how much wind power and PV contribute to supply of electricity of power system in Jeju. As a result mean value of variation rate of wind power and PV is about 3%, 5% and capacity credit is about 10% and 2% respectively.

Improved Frequency Mitigation of a Variable-Speed Wind Turbine (개선된 가변속 풍력발전기의 주파수 평활화)

  • Li, Mingguang;Yang, Dejian;Kang, Yong Cheol;Hong, Junhee
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.67 no.6
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    • pp.695-701
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    • 2018
  • For a power grid that has a high wind penetration level, when wind speeds are continuously fluctuating, the maximum power point tracking (MPPT) operation of a variable-speed wind turbine (VSWT) causes the significant output power fluctuation of a VSWT, thereby significantly fluctuating the system frequency. In this paper, an improved power-smoothing scheme of a VSWT is presented that significantly mitigates the frequency fluctuation caused by varying wind speeds. The proposed scheme employs an additional control loop based on the frequency deviation that operates in combination with the MPPT control loop. To improve the power-smoothing capability of a VSWT in the over-frequency section (OFS), the control gain of the additional loop, which is set to be inversely proportional to the rotor speed, is proposed. In contrast, the control gain in the under-frequency section is set to be proportional to the rotor speed to improve the power-smoothing capability while avoiding over-deceleration of the rotor speed of a VSWT. The proposed scheme significantly improves the performance of the power-smoothing capability in the OFS, thereby smoothing the frequency fluctuation. The results clearly demonstrate that the proposed scheme significantly mitigates the frequency fluctuation by employing the different control gain for the OFS under various wind penetration scenarios.

Advanced Tools for Modeling, Design and Optimization of Wind Turbine Systems

  • Iov Florin;Hansen Anca Daniela;Jauch Clemens;Sorensen Poul;Blaabjerg Frede
    • Journal of Power Electronics
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    • v.5 no.2
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    • pp.83-98
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    • 2005
  • As wind turbine technology and control has advanced over the last decade, this has led to a high penetration of wind turbines into the power system. Whether it be for a large wind turbine or an offshore wind farm with hundreds of MW power capacity, the electrical system has become more and more important in controlling the interaction between the mechanical system of the wind turbine and the main power system. The presence of power electronics in wind turbines improves their controllability with respect not only to its mechanical loads but also to its power quality. This paper presents an overview of a developed simulation platform for the modeling, design and optimization of wind turbines. The ability to simulate the dynamic behavior of wind turbines and the wind turbine grid interaction using four simulation tools (Matlab, Saber, DIgSILENT and HAWC) is investigated, improved and extended.

Reserve distribution to maximize the kinetic energy of a wind power plant (풍력단지의 최대 운동에너지 보유를 위한 예비력 분배)

  • Yoon, Gihwan;Lee, Jinsik;Lee, Hyewon;Kang, Yong Cheol
    • Proceedings of the KIEE Conference
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    • 2015.07a
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    • pp.179-180
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    • 2015
  • High wind penetration might cause the frequency stability problem because a wind power plant (WPP) is operating in a maximum power tracking mode to extract the maximal energy from wind and thus does not react to the system frequency variation. Therefore, the system operators encourage a WPP to participate in frequency control, which includes inertia/orl and primary control. The frequency support capability of a WPP depends on the amount of kinetic energy (KE) and reserve. This paper formulates an optimization problem to maximize KE while retaining the required reserve. The proposed optimization problem would allow wind generators (WGs) with a smaller wind speed to retaine more KE. The performance of the proposed optimization problem was investigated in a 100-MW WPP consisting of 20 units of 5-MW permanent magnet synchronous generators using an EMTP-RV simulator. The results show that the proposed optimization problem successfully improves the frequency nadir more than a conventional reserve allocation that distributes WGs proportional to the current output.

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Continuation Time Integration (CTI)-Based Time Domain Simulation Analysis for Wind Farms (연속 시적분 (CTI) 기반 풍력발전단지 시모의 해석)

  • Cho, Sung-Koo;Song, Hwa-Chang;Lee, Jang-Ho
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.59 no.11
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    • pp.1971-1979
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    • 2010
  • As a result of increasing environmental concern, the penetration of renewable power on power systems is now increasing. Wind energy can be considered as the most economical energy sources to generate electricity without depletion of fossil fuel. To devise adequate control strategies for wind farm, time domain simulation analysis needs to be performed. This presents a continuation time integration (CTI)-based time domain simulation algorithm for wind farm with doubly fed asynchronous generator (DFAG) connected to the external power systems. This paper depicts how to time trajectories are traced using CTI-based time domain simulation. Also this paper describes the possibilities of hierachical control for wind farm output limitation, and the coordinated control has been designed by hierarchical control structured from central control level to wind farm control board and to an individual wind turbine level. Finally it shows an illustrative example of time domain simulation result with two test systems through case study.