• DocumentCode
    2368685
  • Title

    The impact of dispersed PV generation on ramp rate requirements

  • Author

    Arabali, Amir Saman ; Dehghanian, Payman ; Moeini-Aghtaie, Moein ; Abbaspour, Ali

  • Author_Institution
    Dept. of Electr. Eng., Sharif Univ. of Technol., Tehran, Iran
  • fYear
    2012
  • fDate
    18-25 May 2012
  • Firstpage
    977
  • Lastpage
    982
  • Abstract
    PV generation variability and uncertainty significantly influence operation of the power systems with high penetration of PV sources. The potential impact of distributed PV generation on ramp rate requirements in the IEEE 24-bus system is evaluated in this paper. PV generation and load are, here, probabilistically modeled using actual data and curve fitting approach. Probabilistic unit commitment (UC) based on unit de-commitment method combined with two point estimate method (2-PEM) is used to determine the ramp rate required to compensate for the PV power fluctuations. The proposed method considers stochastic factors and their effects on the dispatch results. Two scenarios are studied to evaluate the dispersed PV generation and its potential to reduce the ramp rate requirement of conventional generators. Ramping requirements of the system are calculated for 6 hours ahead scheduling period and different PV penetration levels, which lend the authors a hand in a conclusion concerning the applicability and efficiency of the proposed method.
  • Keywords
    curve fitting; distributed power generation; estimation theory; photovoltaic power systems; power generation dispatch; power generation scheduling; probability; stochastic processes; ahead scheduling period; curve fitting; dispersed photovoltaic generation; distributed photovoltaic generation; photovoltaic generation uncertainty; photovoltaic generation variability; probabilistic model; probabilistic unit commitment; ramp rate requirements; stochastic factors; two point estimate method; unit decommitment method; Fluctuations; Generators; Load modeling; Power generation; Power systems; Probabilistic logic; Standards; Distributed PV generation; ramp rate requirements; stochastic modeling; two point estimate method (2-PEM); unit commitment; unit de-commitment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Environment and Electrical Engineering (EEEIC), 2012 11th International Conference on
  • Conference_Location
    Venice
  • Print_ISBN
    978-1-4577-1830-4
  • Type

    conf

  • DOI
    10.1109/EEEIC.2012.6221519
  • Filename
    6221519