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
  • [1] Voltage stability constrained multi-objective optimal reactive power dispatch under load and wind power uncertainties: A stochastic approach
    Mohseni-Bonab, Seyed Masoud
    Rabiee, Abbas
    Mohammadi-Ivatioo, Behnarn
    RENEWABLE ENERGY, 2016, 85 : 598 - 609
  • [2] Stochastic Multi-Objective Optimal Reactive Power Dispatch with the Integration of Wind and Solar Generation
    Bhurt, Faraz
    Ali, Aamir
    Keerio, Muhammad U.
    Abbas, Ghulam
    Ahmed, Zahoor
    Mugheri, Noor H.
    Kim, Yun-Su
    ENERGIES, 2023, 16 (13)
  • [3] Security Constrained Stochastic Multi-objective Optimal Power Dispatch
    Bath, Sarbjeet Kaur
    Dhillon, Jaspreet Singh
    Kothari, D. P.
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2007, 8 (01):
  • [4] Multi-objective optimal reactive power dispatch considering voltage stability in power systems using HFMOEA
    Saraswat, Amit
    Saini, Ashish
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2013, 26 (01) : 390 - 404
  • [5] A Multi-Objective Optimization Based Optimal Reactive Power Reward for Voltage Stability Improvement in Uncertain Power System
    Mundra, Prateek
    Arya, Anoop
    Gawre, Suresh Kumar
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2021,
  • [6] Enhanced multi-objective particle swarm optimization for optimal reactive power dispatch considering voltage stability
    State Key Laboratory of Hybrid Process Industry Automation System and Equipment Technology, China Iron and Steel Research Institute Group, China
    Int J Power Energy Syst, 3 (116-124):
  • [7] Multi-Objective Optimal Reactive Power Dispatch for Distribution System
    Singh, Himmat
    Srivastava, Laxmi
    2017 IEEE INTERNATIONAL CONFERENCE ON POWER, CONTROL, SIGNALS AND INSTRUMENTATION ENGINEERING (ICPCSI), 2017, : 558 - 563
  • [8] Pareto Front of Multi-objective Optimal Reactive Power Dispatch
    Zhang, Cong
    Chen, Haoyong
    Xu, Xuanhao
    Cai, Runqing
    2014 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (IEEE PES APPEEC), 2014,
  • [9] Multi-objective optimal reactive power dispatch using multi-objective differential evolution
    Basu, M.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 82 : 213 - 224
  • [10] A Hybrid Method for Voltage Stability Constrained Optimal Reactive Power Dispatch
    Nakawiro, Worawat
    Erlich, Istvan
    IEEE POWER AND ENERGY SOCIETY GENERAL MEETING 2010, 2010,