Stochastic scheduling of battery energy storage system for large-scale wind power penetration

被引:9
|
作者
Gupta, Pranda Prasanta [1 ]
Jain, Prerna [1 ]
Sharma, Suman [1 ]
Sharma, Kailash Chand [1 ]
Bhakar, Rohit [1 ]
机构
[1] Malaviya Natl Inst Technol, Dept Elect Engn, Jaipur, Rajasthan, India
来源
关键词
pricing; power generation economics; power system security; wind power plants; probability; power generation scheduling; load flow; power generation dispatch; power markets; battery storage plants; stochastic processes; power grids; wind uncertainty; wind curtailment; DC optimal power flow; stochastic scheduling; battery energy storage system; large-scale wind power penetration; wind generation; deregulated power system; independent system operator; renewable energy resources; BESS; wind penetration; stochastic security constrained unit commitment; electric grid; SCUC; Benders decomposition method; BD method; locational marginal price; LMP; line contingency; DCOPF; IEEE reliability test system 24-bus network; UNIT COMMITMENT; COORDINATION; GENERATION; OPERATION;
D O I
10.1049/joe.2018.9350
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
High penetrations of wind generation have intermittency and volatility issues in deregulated power system. With increasing penetration of wind power, independent system operator (ISO) faces an enormous challenge in secure operation with intermittency and uncertainty of renewable energy resources. To handle these issues, battery energy storage system (BESS) is a probable solution for enhancing the wind penetration in the electric grid. In this regard, this article proposes a stochastic security constrained unit commitment (SCUC) with BESS considering wind uncertainty. The proposed approach is formulated and solved by Benders decomposition (BD) method which reduces computational time. The goal is to detect the optimal amount of SCUC, locational marginal price (LMP), wind curtailment, and line contingency by performing DC optimal power flow (DCOPF). Numerical case studies are investigated in detail using IEEE Reliability test system (RTS) 24-bus network and simulation results are found to be inspiring.
引用
收藏
页码:5028 / 5032
页数:5
相关论文
共 50 条
  • [1] Stochastic Scheduling of Battery-Based Energy Storage Transportation System With the Penetration of Wind Power
    Sun, Yingyun
    Zhong, Jianliang
    Li, Zuyi
    Tian, Wei
    Shahidehpour, Mohammad
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2017, 8 (01) : 135 - 144
  • [2] LFC with Storage Battery considering SOC for Large-scale Wind Power Penetration
    Toge, Masato
    Kurita, Yu
    Omi, Takuya
    Iwamoto, Shinichi
    [J]. 2014 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (IEEE PES APPEEC), 2014,
  • [3] A Stochastic Generation Scheduling Model for Large-scale Wind Power Penetration Considering Demand-side Response and Energy Storage
    Gong, Hao
    Wang, Hongtao
    [J]. 2016 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2016,
  • [4] Power Quality Study of Large-Scale Wind Farm with Battery Energy Storage System
    Ramos, G. A.
    Rios, M. A.
    Gomez, D. F.
    Palacios, H.
    Posada, L. A.
    [J]. 2017 IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING, 2017,
  • [5] Coordinated Control Strategy of Wind Power and Large-Scale Access of Battery Energy Storage
    Hu Ruwei
    Chen Ran
    Yao Hongchun
    Hang Han
    Liang Shuo
    [J]. PROCEEDINGS 2015 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND ENGINEERING APPLICATIONS ISDEA 2015, 2015, : 247 - 250
  • [6] Optimal scheduling of electric vehicle in stochastic AC SCUC problem for large-scale wind power penetration
    Gupta, Pranda Prasanta
    Jain, Prerna
    Sharma, Kailash Chand
    Bhaker, Rohit
    [J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2020, 30 (04):
  • [7] Impact of Battery Energy Storage on Power System with High Wind Penetration
    Daneshi, H.
    Srivastava, A. K.
    [J]. 2012 IEEE PES TRANSMISSION AND DISTRIBUTION CONFERENCE AND EXPOSITION (T&D), 2012,
  • [8] Battery Energy Storage System for Large Scale Penetration of Renewable Energy Sources
    Ruchika
    Jain, D. K.
    [J]. PRZEGLAD ELEKTROTECHNICZNY, 2023, 99 (11): : 88 - 93
  • [9] Battery Energy Storage System for Transient Frequency Stability Enhancement of a Large-Scale Power System
    Datta, Ujjwal
    Kalam, Akhtar
    Shi, Juan
    [J]. 2017 AUSTRALASIAN UNIVERSITIES POWER ENGINEERING CONFERENCE (AUPEC), 2017,
  • [10] Modeling a Large-Scale Battery Energy Storage System for Power Grid Application Analysis
    Rancilio, Giuliano
    Lucas, Alexandre
    Kotsakis, Evangelos
    Fulli, Gianluca
    Merlo, Marco
    Delfanti, Maurizio
    Masera, Marcelo
    [J]. ENERGIES, 2019, 12 (17)