Optimal Planning of a Multi-carrier Energy Hub Using the Modified Bird Mating Optimizer

被引:3
|
作者
Amiri, Kourosh [1 ]
Niknam, Taher [1 ]
机构
[1] Shiraz Univ Technol, Dept Elect & Comp Engn, Shiraz, Iran
关键词
Energy hubs; Optimal expansion planning; Energy cost; Emission; Bird mating optimizer; Unscented transformation;
D O I
10.1007/s40998-018-0138-5
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
The optimal expansion planning (OEP) is considered as a mathematical problem that aims to find the optimal combination of different generators, energy devices, and transmission lines based on a specific objective function. This problem has been extensively studied for many years. This paper investigates an approach for OEP for a single energy hub with different energy infrastructures including electricity, gas, and heating systems. It is assumed that the hub consists of a transformer and variable numbers of combined heat and power units (CHPs) and furnaces that are responsible for providing electricity and heat loads during a given time period. The hub also receives wood chips, natural gas, and electricity as its input. Both total energy cost and emission (air pollution) are used as the objective of the optimization problem. Unscented transformation is applied for modeling the uncertainty and the correlation between heat and electricity loads. The problem is modeled first as a constrained optimization problem and then converted to an unconstrained problem using the Lagrange method. The modified bird mating optimizer is utilized to solve the optimization problem which led to optimal values of input powers and also optimum number of equipment (e.g., furnace and CHP).
引用
收藏
页码:517 / 526
页数:10
相关论文
共 50 条
  • [1] Optimal Planning of a Multi-carrier Energy Hub Using the Modified Bird Mating Optimizer
    Kourosh Amiri
    Taher Niknam
    Iranian Journal of Science and Technology, Transactions of Electrical Engineering, 2019, 43 : 517 - 526
  • [2] Optimal Scheduling of a Multi-Carrier Energy Hub Supplemented By Battery Energy Storage Systems
    Javadi, Mohammad Sadegh
    Anvari-Moghaddam, Amjad
    Guerrero, Josep M.
    2017 1ST IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2017 17TH IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC / I&CPS EUROPE), 2017,
  • [3] Optimal Management of Multi-Carrier Energy Hub Regarding Fuel Cell and, Storage Technologies
    Sarlak, Gholamreza
    Olamaei, Javad
    Dosaranian-Moghadam, Mohamad
    JOURNAL OF ENERGY STORAGE, 2022, 46
  • [4] Integrated modeling of microgrid for steady-state analysis using modified concept of multi-carrier energy hub
    Wasilewski, Jacek
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 73 : 891 - 898
  • [5] Capacity Planning of Energy Hub in Multi-Carrier Energy Networks: A Data-Driven Robust Stochastic Programming Approach
    Cao, Yang
    Wei, Wei
    Wang, Jianhui
    Mei, Shengwei
    Shafie-khah, Miadreza
    Catalao, Joao P. S.
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2020, 11 (01) : 3 - 14
  • [6] Optimal Resilient Operation of Multi-Carrier Energy Systems
    Shahcheraghi, Seyed Hadi
    Nazar, Mehrdad Setayesh
    2024 11TH IRANIAN CONFERENCE ON RENEWABLE ENERGY AND DISTRIBUTION GENERATION, ICREDG 2024, 2024,
  • [7] Optimal Scheduling of Multi-Carrier Energy System Based on Energy Hub Concept Considering Power-to-Gas Storage
    Habibifar, Reza
    Khoshjahan, Mohammad
    Ghasemi, Mohamad Amin
    2020 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT), 2020,
  • [8] Optimal Investment Planning of Bankable Multi-Carrier Microgrid Networks
    Azimian, Mahdi
    Amir, Vahid
    Mohseni, Soheil
    Brent, Alan C.
    Bazmohammadi, Najmeh
    Guerrero, Josep M.
    APPLIED ENERGY, 2022, 328
  • [9] A novel energy management framework incorporating multi-carrier energy hub for smart city
    Esapour, Khodakhast
    Moazzen, Farid
    Karimi, Mazaher
    Dabbaghjamanesh, Morteza
    Kavousi-Fard, Abdollah
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2023, 17 (03) : 655 - 666
  • [10] Impacts of Energy Storage Facilities on Resilient Operation of Multi-Carrier Energy Hub Systems
    Shahinzadeh, Hossein
    Moradi, Jalal
    Yaici, Wahiba
    Longo, Michela
    Azani, Zohreh
    2022 10TH INTERNATIONAL CONFERENCE ON SMART GRID, ICSMARTGRID, 2022, : 339 - 344