A two-stage heuristic method for the planning of medium voltage distribution networks with large-scale distributed generation

被引:0
|
作者
Tao, Xiaohu [1 ]
Haubrich, Hans-Jurgen [1 ]
机构
[1] Rhein Westfal TH Aachen, IAEW, Aachen, Germany
关键词
heuristic algorithm; medium voltage network planning; distributed generation;
D O I
暂无
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
With the setting up of regulatory authorities the cost pressure on the electricity distribution companies will increase further in Germany. Due to political reasons the distributed generation (DG) has increased. Therefore, nowadays many distribution network companies face two important tasks: reduction of network costs to improve the network efficiency and integration of the large-scale DG into existing systems. A long-term planning of the distribution networks can provide an optimal target network for the efficiency analysis of distribution networks and the evaluation of effects, which are caused by the DG. Planning of distribution networks without the DG is known as a non-linear mixed integer problem. Additional technical constraints (such as voltage rising effect, short-circuit current, etc.) and stochastic characteristics of the DG make the planning problem become more complex. In this paper we propose a new efficient two-stage heuristic method, which is based on Large Neighborhood Search [1] and Guided Local Search [2], for the planning problem of distribution networks with the DG. Technical modeling and stochastic characteristics of the DG are described. Applications of the proposed method for the planning of real German distribution networks with large-scale DG show that distribution network companies can use this method, not only for planning the future optimal network structure but also for analyzing the effects, which are caused by different DG scenarios.
引用
收藏
页码:793 / 798
页数:6
相关论文
共 50 条
  • [1] Two-Stage Robust and Sparse Distributed Statistical Inference for Large-Scale Data
    Mozafari-Majd, Emadaldin
    Koivunen, Visa
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2022, 70 : 5351 - 5365
  • [2] A Two-stage Approach on Island Partitioning of Power Distribution Networks with Distributed Generation
    Dong, Ruliang
    Yang, Qiang
    Yan, Wenjun
    26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 2773 - 2777
  • [3] Two-Stage Precoding Method for the Finitely Large-Scale Antenna Systems
    Joonwoo Shin
    Wireless Personal Communications, 2015, 84 : 2549 - 2559
  • [5] A Two-Stage Fault Tolerance Method for Large-Scale Manufacturing Network
    Wu, Yinan
    Peng, Gongzhuang
    Wang, Hongwei
    Zhang, Heming
    IEEE ACCESS, 2019, 7 : 81574 - 81592
  • [6] A novel two-stage evolutionary optimization method for multiyear expansion planning of distribution systems in presence of distributed generation
    Ahmadigorji, Masoud
    Amjady, Nima
    Dehghan, Shahab
    APPLIED SOFT COMPUTING, 2017, 52 : 1098 - 1115
  • [7] Impact of Distributed Generation on the Operational Planning of Medium Voltage Distribution Networks Using Genetic Algorithms
    de Souza, Alexandre A. A.
    Kagan, Nelson
    Edgar, Miguel
    Udaeta, Morales
    de Geus, Klaus
    2014 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE EUROPE (ISGT EUROPE), 2014,
  • [8] Two-stage approach for the assessment of distributed generation capacity mixture in active distribution networks
    Jayaweera, D.
    Islam, S.
    Neduvelil, S.
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2013, 5 (05)
  • [9] A Two-Stage Mathematical Model for Cross-Docking Distribution Planning Solved by a Two-Stage Heuristic Algorithm
    Mousavi, S. M.
    Siadat, A.
    Tavakkoli-Moghaddam, R.
    Vahdani, B.
    2013 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM 2013), 2013, : 1358 - 1362
  • [10] A two-stage method for optimal placement of distributed generation units and capacitors in distribution systems
    Mouwafi, Mohamed T.
    El-Sehiemy, Ragab A.
    Abou El-Ela, Adel A.
    APPLIED ENERGY, 2022, 307