CVaR-based energy management scheme for optimal resilience and operational cost in commercial building microgrids

被引:157
|
作者
Tavakoli, Mehdi [1 ]
Shokridehaki, Fatemeh [1 ]
Akorede, Mudathir Funsho [2 ]
Marzband, Mousa [3 ]
Vechiu, Ionel [4 ]
Pouresmaeil, Edris [5 ]
机构
[1] Babol Noshirvani Univ Technol, Fac Elect & Comp Engn, Babol Sar, Iran
[2] Univ Ilorin, Dept Elect & Elect Engn, Ilorin 240003, Nigeria
[3] Northumbria Univ Newcastle, Dept Phys & Elect Engn, Fac Engn & Environm, Newcastle, England
[4] ESTIA Inst Technol, ESTIA, F-64210 Bidart, France
[5] Aalto Univ, Dept Elect Engn & Automat, Espoo 02150, Finland
关键词
Commercial buildings; Resilience; Conditional Value at Risk (CVaR); Energy management; Microgrid; RISK; GENERATION;
D O I
10.1016/j.ijepes.2018.02.022
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
This paper aims at enhancing the resilience of a photovoltaic-based microgrid equipped with battery storage, supplying a typical commercial building. When extreme weather conditions such as hurricane, tsunami and similar events occur, leading to islanding of the microgrid from the main power grid, it is not expected that the microgrid would be taken out of service for a long time. At the same time, it is not cost effective to make the electrical system to be absolutely reliable to provide service for the customers. The main contribution of this paper lies in its ability to determine the optimal point between the operational cost and grid resilience. In other words, this work proposes an optimal management system of battery energy storage in a way to enhance the resilience of the proposed microgrid while maintaining its operational cost at a minimum level. The optimization is achieved by solving a linear optimization programming problem while the Conditional Value at Risk (CVaR) is incorporated in the objective function, The CVaR is used to account for the uncertainty in the intermittent PV system generated power and that in the electricity price. Simulation analyses are carried out in MATLAB to evaluate the performance of the proposed method. Results reveal that the commercial building microgrid resilience is improved remarkably at a slight increase in the operational cost.
引用
收藏
页码:1 / 9
页数:9
相关论文
共 38 条
  • [1] Resilience-aware Optimal Design and Energy Management Scheme of Multi-energy Microgrids
    Masrur, Hasan
    Islam, Md Rabiul
    Muttaqi, Kashem M.
    Gamil, Mahmoud M.
    Huang, Yongyi
    Senjyu, Tomonobu
    2021 IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING (IAS), 2021,
  • [2] Optimal Energy Management of Microgrids Using Quantum Teaching Learning Based Algorithm
    Raghav, L. Phani
    Kumar, R. Seshu
    Raju, D. Koteswara
    Singh, Arvind R.
    IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (06) : 4834 - 4842
  • [3] Worst CVaR based energy management for generalized energy storage enabled building-integrated energy systems
    He, Shuaijia
    Gao, Hongjun
    Tang, Zao
    Chen, Zhe
    Jin, Xiaolong
    Liu, Junyong
    RENEWABLE ENERGY, 2023, 203 : 255 - 266
  • [4] An Energy Scheduling Algorithm Supporting Power Quality Management in Commercial Building Microgrids
    Hong, Mingguo
    Yu, Xiangyang
    Yu, Nan-Peng
    Loparo, Kenneth A.
    IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (02) : 1044 - 1056
  • [5] Energy management and load shaping for commercial microgrids coupled with flexible building environment control
    Zachar, Michael
    Daoutidis, Prodromos
    JOURNAL OF ENERGY STORAGE, 2018, 16 : 61 - 75
  • [6] Distributed energy management for community microgrids considering network operational constraints and building thermal dynamics
    Liu, Guodong
    Jiang, Tao
    Ollis, Thomas B.
    Zhang, Xiaohu
    Tomsovic, Kevin
    APPLIED ENERGY, 2019, 239 : 83 - 95
  • [7] Optimal Sizing and Management of Battery Energy Storage Systems in Microgrids for Operating Cost Minimization
    Vaka, Srinivas Sandeep Kumar Reddy
    Matam, Sailaja Kumari
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2021, 49 (16-17) : 1319 - 1332
  • [8] Design of optimal wavelet-based energy management for hybrid energy storage systems in DC-microgrids to increase the battery lifetime
    Yang, Tao
    Song, Dandan
    MULTISCALE AND MULTIDISCIPLINARY MODELING EXPERIMENTS AND DESIGN, 2024, 7 (04) : 3243 - 3252
  • [9] Optimal Annual Operational Cost of a Hybrid Renewable-Based Microgrid to Increase the Power Resilience of a Critical Facility
    Alruwaili, Mohammed
    Cipcigan, Liana
    ENERGIES, 2022, 15 (21)
  • [10] A Model Predictive Control-Based Energy Management Scheme for Hybrid Storage System in Islanded Microgrids
    Raveendran Nair, Unnikrishnan
    Costa-Castello, Ramon
    IEEE ACCESS, 2020, 8 : 97809 - 97822