A Mixed Integer Linear Programming-based Distributed Energy Management for Three-phase Unbalanced Active Distribution Network

被引:0
作者
Liu, Guodong [1 ]
Ferrari, Maximiliano [1 ]
Chen, Yang [2 ]
机构
[1] Oak Ridge Natl Lab, Elect Syst Integrat Sect, Oak Ridge, TN 37830 USA
[2] North Carolina Agr & Tech State Univ, Dept Ind & Syst Engn, Greensboro, NC USA
来源
2024 IEEE KANSAS POWER AND ENERGY CONFERENCE, KPEC 2024 | 2024年
关键词
Unbalanced distribution network; distributed energy resources; microgrids; ADMM; MICROGRIDS;
D O I
10.1109/KPEC61529.2024.10676248
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
A mixed integer linear programming (MILP)-based distributed optimization of three-phase unbalanced active distribution network is proposed. Modern distribution networks have becoming more and more active with increasing deployment of microgrids, distributed energy resources (DERs) and flexible loads. Considering various ownership and control models of microgrids, DERs and loads, a distributed optimization was formulated and solved using the alternating direction method of multipliers (ADMM) algorithm. By ADMM, the distribution management system (DMS) and these active components are coordinated through price signals, which are adjusted from the nodal power unbalance per node per phase. To enable resolution of the ADMM-based distributed optimization using MILP solver, various linearization methods were proposed to linearize the augmented Lagrangian and other nonlinear terms. Results of case studies using a three-phase active distribution system with three microgrids and several DERs and flexible loads validated the effectiveness of proposed MILP-based distributed optimization. In addition, the capability of proposed method in mitigating phase power unbalance has been demonstrated.
引用
收藏
页数:5
相关论文
共 29 条
  • [1] RETRACTED: Distributed energy management for networked microgrids in a three-phase unbalanced distribution network (Retracted Article)
    Liu, Guodong
    Ollis, Thomas B.
    Ferraril, Maximiliano F.
    Sundararajan, Aditya
    Chen, Yang
    Olama, Mohammed M.
    Tomsovic, Kevin
    FRONTIERS IN ENERGY, 2023, 17 (03) : 446 - 446
  • [2] Probabilistic method for the operation of three-phase unbalanced active distribution networks
    Mokryani, Geev
    Majumdar, Ankur
    Pal, Bikash C.
    IET RENEWABLE POWER GENERATION, 2016, 10 (07) : 944 - 954
  • [3] A mixed integer linear programming model for the energy management problem of microgrids
    Tenfen, Daniel
    Finardi, Erlon Cristian
    ELECTRIC POWER SYSTEMS RESEARCH, 2015, 122 : 19 - 28
  • [4] Performance Enhancement of three-phase Unbalanced Distribution Network using DER
    Shettigar, P.
    Malviya, Y.
    Surjagade, A.
    Pal, V.
    Sheikh, A.
    Bhil, S.
    2018 IEEE 4TH SOUTHERN POWER ELECTRONICS CONFERENCE (SPEC), 2018,
  • [5] State Estimation for Unbalanced Three-Phase AC Microgrids Based on Mathematical Programming
    Acuna Acurio, Byron Alejandro
    Cherrez Barragan, Diana Estefania
    Lopez, Juan Camilo
    Grijalva, Felipe
    Rodriguez, Juan Carlos
    Pereira da Silva, Luiz Carlos
    2023 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE, ISGT, 2023,
  • [6] Distributed energy resource system optimisation using mixed integer linear programming
    Omu, Akomeno
    Choudhary, Ruchi
    Boies, Adam
    ENERGY POLICY, 2013, 61 : 249 - 266
  • [7] Optimum Scheduling of Residential Appliances along with the Management of Distributed Energy Resources using Mixed Integer Linear Programming
    Singh, Paramvir
    Tayal, Nisha
    Verma, Yajvender Pal
    Singh, Baljit
    2019 IEEE 5TH INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2019,
  • [8] Mixed-integer linear programming based optimization strategies for renewable energy communities
    Cosic, Armin
    Stadler, Michael
    Mansoor, Muhammad
    Zellinger, Michael
    ENERGY, 2021, 237
  • [9] Three-Phase Unbalanced Distribution Network Dynamic Reconfiguration: A Distributionally Robust Approach
    Zhou, Anping
    Zhai, Hefeng
    Yang, Ming
    Lin, You
    IEEE TRANSACTIONS ON SMART GRID, 2022, 13 (03) : 2063 - 2074
  • [10] Distributed FDIA detection for three-phase unbalanced distribution systems considering attack preferences
    Zhang, Chengbin
    Cui, Mingjian
    Zhang, Zixiao
    Zhang, Jian
    Wang, Shouxiang
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2024, 52 (24): : 109 - 119