The Effect of Uncertainty Information on Short-term Reliability in Power Systems

被引:1
|
作者
Park, Jong-Keun [1 ]
Choi, Jaeseok [2 ]
Min, Chang-Gi [3 ]
机构
[1] Seoul Natl Univ, Dept Elect & Comp Engn, Seoul, South Korea
[2] Gyeongsang Natl Univ, Dept Elect Engn, Jinju, South Korea
[3] Chung Ang Univ, Dept Energy Syst Engn, Seoul, South Korea
来源
IFAC PAPERSONLINE | 2016年 / 49卷 / 27期
关键词
generator failure; net load forecast error (NLFE); ramping capability shortage expectation (RSE); sensitivity analysis; short-term reliability; uncertainty information; WIND; RESERVE;
D O I
10.1016/j.ifacol.2016.10.703
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper examines the effect of uncertainty information on short-term reliability using a risk index termed the ramping capability shortage expectation (RSE), which is calculated by adding the probabilities that the ramping capability shortage will occur. The failure rate of generators and the standard deviation of net load forecast error (NLFE) were chosen as the parameters describing the uncertainty information. Markov-chain-based capacity state model was used to describe the generators state. The NLFE was represented as a normal distribution, which is approximated by a seven-step function. With a modified IEEE-RTS-96, the sensitivity analysis on the uncertainty information was carries out. The sensitive generators with the changes in failure rate were found. The effect of the accuracy of net load forecast on the risk of the system was also identified. (c) 2016, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:273 / 277
页数:5
相关论文
共 50 条
  • [1] Impact of Increased Uncertainty in Power Systems on Performance of Short Term Reliability Management
    Heylen, Evelyn
    Deconinck, Geert
    Van Hertem, Dirk
    [J]. 2016 INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS), 2016,
  • [2] SHORT-TERM RELIABILITY OF POWER SYSTEM GENERATION
    SURANA, SL
    BRAMELLER, A
    [J]. PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1974, 121 (05): : 348 - 354
  • [3] Short-Term and Medium-Term Reliability Evaluation for Power Systems With High Penetration of Wind Power
    Ding, Yi
    Singh, Chanan
    Goel, Lalit
    Ostergaard, Jacob
    Wang, Peng
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2014, 5 (03) : 896 - 906
  • [4] Short-Term Reliability Evaluation of Composite Power Systems in the Presence of DR Programs
    Moshari, Amir
    Ebrahimi, Akbar
    Daemi, Tahereh
    [J]. 2022 17TH INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS), 2022,
  • [5] Short-Term Solar Power Forecasting and Uncertainty Analysis Using Long and Short-Term Memory
    Zhang, Wei
    [J]. JOURNAL OF NANOELECTRONICS AND OPTOELECTRONICS, 2021, 16 (12) : 1948 - 1955
  • [6] Short-Term Forecasting and Uncertainty Analysis of Wind Power
    Bo, Gu
    Keke, Luo
    Hongtao, Zhang
    Jinhua, Zhang
    Hui, Huang
    [J]. JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME, 2021, 143 (05):
  • [7] Short-term Operational Reliability Evaluation for Power Systems under Extreme Weather Conditions
    Liu, Yang
    [J]. 2015 IEEE EINDHOVEN POWERTECH, 2015,
  • [8] Prediction of short-term PV power output and uncertainty analysis
    Liu, Luyao
    Zhao, Yi
    Chang, Dongliang
    Xie, Jiyang
    Ma, Zhanyu
    Sun, Qie
    Yin, Hongyi
    Wennersten, Ronald
    [J]. APPLIED ENERGY, 2018, 228 : 700 - 711
  • [9] Short-term management of hydro-power systems based on uncertainty model in electricity markets
    Firouz, Mansour Hosseini
    Ghadimi, Noradin
    [J]. JOURNAL OF POWER TECHNOLOGIES, 2015, 95 (04): : 265 - 272
  • [10] The impact of short-term variability and uncertainty on long-term power planning
    Bylling, Henrik C.
    Pineda, Salvador
    Boomsma, Trine K.
    [J]. ANNALS OF OPERATIONS RESEARCH, 2020, 284 (01) : 199 - 223