Optimal reactive power dispatch: a review, and a new stochastic voltage stability constrained multi-objective model at the presence of uncertain wind power generation

被引:92
|
作者
Mohseni-Bonab, Seyed Masoud [1 ]
Rabiee, Abbas [1 ]
机构
[1] Univ Zanjan, Dept Elect Engn, Zanjan, Iran
关键词
power generation dispatch; wind power plants; power system stability; reactive power; stochastic programming; fuzzy set theory; static VAr compensators; integer programming; nonlinear programming; optimal reactive power dispatch; stochastic voltage stability constrained multiobjective model; uncertain wind power generation; standard ORPD problem classification; stochastic multiobjective ORPD problem; two-stage stochastic optimisation framework; real power losses; PLs; operation & maintenance cost; O& M cost; wind farms; voltage stability enhancement index; binding constraint; epsilon-constraint technique; fuzzy satisfying approach; voltage stability relaxed SMO-ORPD; voltage stability constrained SMO-ORPD; VSC SMO-ORPD; reactive power compensation devices; discrete control variables; mixed-integer nonlinear programming optimisation problem; general algebraic modelling system environment; IEEE bus test systems; PARTICLE SWARM OPTIMIZATION; DIFFERENTIAL EVOLUTION ALGORITHM; SEARCH; SYSTEM; MANAGEMENT; ENERGY; ALLOCATION; DISCRETE; FARMS; FLOW;
D O I
10.1049/iet-gtd.2016.1545
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a comprehensive review of recent researches carried out in the area of optimal reactive power dispatch (ORPD) is presented. The literature review consists of a classification of ORPD problem, along with a survey on the strengths and weaknesses of different models proposed previously. Also, a stochastic multi-objective ORPD (SMO-ORPD) model is studied under load and wind power generation uncertainties. A two-stage stochastic model is employed for dealing with the uncertainties. The considered objective functions are real power losses (PLs) and operation & maintenance (O&M) cost of wind farms (WFs). The proposed SMO-ORPD problem is solved by considering voltage stability index (i.e. Lmax index). Besides, -constraint technique and fuzzy satisfying approach are employed to pick up the best compromise solution. Two cases are considered as follows: (i) voltage stability relaxed SMO-ORPD, and (ii) voltage stability constrained (VSC) SMO-ORPD. In this study, reactive power compensation devices are modelled as discrete control variables. Hence, the proposed SMO-ORPD problem is modelled as a mixed-integer non-linear programming optimisation problem. The SMO-ORPD problem is implemented in GAMS environment, and it is examined on the IEEE 30 and 118-bus test systems. The numerical results substantiate that in the case of VSC-SMO-ORPD, active PLs are higher than the other case, whereas O&M cost of WFs is not different considerably.
引用
收藏
页码:815 / 829
页数:15
相关论文
共 50 条
  • [41] Adaptive multiple evolutionary algorithms search for multi-objective optimal reactive power dispatch
    Li Hongxin
    Li Yinhong
    Chen Jinfu
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2014, 24 (06): : 780 - 795
  • [42] Multi-objective probabilistic reactive power and voltage control with wind site correlations
    Zare, Mohsen
    Niknam, Taher
    Azizipanah-Abarghooee, Rasoul
    Amiri, Babak
    ENERGY, 2014, 66 : 810 - 822
  • [43] Optimal reactive power dispatch algorithm for voltage stability improvement
    Bansilal
    Thukaram, D
    Parthasarathy, K
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1996, 18 (07) : 461 - 468
  • [44] ANN for multi-objective optimal reactive compensation of a power system with wind generators
    Krichen, Lotfi
    Ben Aribia, Houssem
    Abdallah, Hsan Hadj
    Ouali, Abderrazak
    ELECTRIC POWER SYSTEMS RESEARCH, 2008, 78 (09) : 1511 - 1519
  • [45] Stochastic optimal reactive power dispatch in a power system considering wind power and load uncertainty
    Yang M.
    Luo L.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2020, 48 (19): : 134 - 141
  • [46] Optimal voltage and reactive power control based on multi-objective Genetic Algorithm
    Dehkordi, Behzad Mirzaeian
    2006 IEEE International Conference on Power Electronic, Drives and Energy Systems, Vols 1 and 2, 2006, : 545 - 549
  • [47] Optimal Power Dispatch Solution through Multi-objective formulation
    Dhillon, Javed
    Kumar, Prakash
    Jain, Sanjay K.
    2ND INTERNATIONAL CONFERENCE ON INTELLIGENT CIRCUITS AND SYSTEMS (ICICS 2018), 2018, : 378 - 381
  • [48] Multi-Objective Differential Evolution for Voltage Security Constrained Optimal Power Flow in Deregulated Power Systems
    Roselyn, J. Preetha
    Devaraj, D.
    Dash, Subhransu Sekhar
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2013, 14 (06): : 591 - 607
  • [49] Multi-Objective Optimal Reactive Power Dispatch of Power Systems by Combining Classification-Based Multi-Objective Evolutionary Algorithm and Integrated Decision Making
    Zhang, Meng
    Li, Yang
    IEEE ACCESS, 2020, 8 : 38198 - 38209
  • [50] Multi-objective reactive power compensation with voltage security
    Ramos, R
    Vallejos, J
    Barán, B
    2004 IEEE/PES TRANSMISSION & DISTRIBUTION CONFERENCE & EXPOSITION: LATIN AMERICA, 2004, : 302 - 307