Design of Experiments to Parameter Setting in a Genetic Algorithm for Optimal Power Flow with TCSC Device

被引:0
|
作者
Apribowo, Chico Hermanu Brillianto [1 ]
Hadi, Sasongko Pramono [2 ]
Sarjiya [2 ]
机构
[1] Sebelas Maret Univ, Dept Elect Engn, Surakarta, Indonesia
[2] Gadjah Mada Univ, Dept Elect Engn & Informat Technol, Yogyakarta, Indonesia
关键词
Optimal Power Flow; TCSC; Genetic Algorithm; Design Of Experiment Techniques; OPTIMAL LOCATION; SYSTEMS;
D O I
暂无
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
With ever-increasing demand for electricity and complexity of power system, optimal power system operation issue becomes important. Optimal power flow (OPF) with optimal placement and rating of thyristor controlled series capacitor (TCSC) is a solution to determine the economic operating costs and power flow analysis with in constraint stated below. This paper mainly concerned to minimize total cost of generation with location and rating of TCSC are optimized using genetic algorithm-design of experiment (GA-DOE). To validate the proposed method, simulations are performed on IEEE 30 bus system. The simulation results for IEEE-30 bus system, total cost of generation reduced 0,244 $/hour (0,03%) compared to OPF without TCSC. And active power losses are reduced 0,078 MW (0,84 %) compared to OPF without TCSC.
引用
收藏
页码:73 / 78
页数:6
相关论文
共 50 条
  • [21] Optimal Design of Experiments for Precision Agriculture Using a Genetic Algorithm
    Peerlinck, Amy
    Sheppard, John
    Pastorino, Julie
    Maxwell, Bruce
    2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2019, : 1838 - 1845
  • [22] Discussion of "Optimal power flow by enhanced genetic algorithm"
    Sood, YR
    Padhy, NP
    Gupta, HO
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (03) : 1219 - 1219
  • [23] Optimal power flow based on hybrid genetic algorithm
    Younes, M.
    Rahli, M.
    Abdelhakem-Koridak, L.
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2007, 23 (06) : 1801 - 1816
  • [24] Robustness of optimal design of fMRI experiments with application of a genetic algorithm
    Maus, Barbel
    van Breukelen, Gerard J. P.
    Goebel, Rainer
    Berger, Martijn P. F.
    NEUROIMAGE, 2010, 49 (03) : 2433 - 2443
  • [25] Power flow management for grid stability using TCSC device
    Singh, Jasjeet
    Verma, Yajvender Pal
    2018 IEEE 8TH POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2018,
  • [26] Optimal Design of Disc Cutter Structure Parameter Based on Genetic Algorithm
    Xia, Yimin
    Wu, Feng
    Cheng, Lei
    Zhang, Zhenghua
    MECHANICAL AND ELECTRONICS ENGINEERING III, PTS 1-5, 2012, 130-134 : 919 - +
  • [27] REACTIVE POWER OPTIMIZATION WITH SVC & TCSC USING GENETIC ALGORITHM
    Bhattacharyya, Biplab
    Gupta, Vikash Kumar
    Kumar, Sanjay
    ADVANCES IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2014, 12 (01) : 1 - 12
  • [28] Optimal power flow using genetic algorithm based on similarity
    Guvenc, U. (ugurguvenc@duzce.edu.tr), 2012, Sila Science, University Mah Mekan Sok, No 24, Trabzon, Turkey (29):
  • [29] Genetic Algorithm Approach for Optimal Power Flow with FACTS devices
    Banu, R. Narmatha
    Devaraj, D.
    2008 4TH INTERNATIONAL IEEE CONFERENCE INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2008, : 861 - 866
  • [30] An initialization procedure in solving optimal power flow by genetic algorithm
    Todorovski, M
    Rajicic, D
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (02) : 480 - 487