Adaptive energy consumption scheduling of multi-microgrid using whale optimization algorithm

被引:2
|
作者
Abedini, Mohamad [1 ]
Mostafai, Mohamad [2 ]
机构
[1] Ayatollah Boroujerdi Univ, Fac Engn, Dept Elect Engn, Boroujerd, Iran
[2] Islamic Azad Univ Dorood, Fac Engn, Lorestan Branch, Dorood, Iran
关键词
Wind turbine; battery; optimization; uncertainty; DISTRIBUTION NETWORKS; OPTIMAL OPERATION; GENERATION; SYSTEMS; RELIABILITY; MANAGEMENT;
D O I
10.1142/S1793962321500367
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we investigated the day-ahead scheduling of network consisting of several distributed generation sources and connected loads. This scheduling is an optimization problem that has two objective functions, namely, operating costs and the cost caused by the emission of pollutants. In this scheduling, while introducing a new structure for micro-grid utilization, the possibility of exchanging power among networks and exchanging power between networks and the upstream distribution network is provided. The uncertainty of distributed wind generation sources and solar units has been investigated using appropriate probabilistic distributions. Incent-driven load-responsiveness management programs have been used as to encourage subscribers to reduce their power consumption during high-load hours. Whale optimization algorithm has been used for scheduling of network.
引用
收藏
页数:19
相关论文
共 50 条
  • [41] A Novel QoS Routing Energy Consumption Optimization Method Based on Clone Adaptive Whale Optimization Algorithm in IWSNs
    Xiao, Jing
    Liu, Yang
    Qin, Hu
    Li, Chaoqun
    Zhou, Jie
    Journal of Sensors, 2021, 2021
  • [42] A Novel QoS Routing Energy Consumption Optimization Method Based on Clone Adaptive Whale Optimization Algorithm in IWSNs
    Xiao, Jing
    Liu, Yang
    Qin, Hu
    Li, Chaoqun
    Zhou, Jie
    JOURNAL OF SENSORS, 2021, 2021
  • [43] A Day-ahead Scheduling Optimization Model of Multi-Microgrid Considering Interactive Power Control
    He, Lijun
    Wei, Zhaobin
    Yan, Hai
    Xv, Kang-Yi
    Zhao, Meng-yu
    Cheng, Shan
    2019 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT GREEN BUILDING AND SMART GRID (IGBSG 2019), 2019, : 666 - 669
  • [44] Optimal Energy Management for Multi-Microgrid Under a Transactive Energy Framework With Distributionally Robust Optimization
    Cao, Yongsheng
    Li, Demin
    Zhang, Yihong
    Tang, Qinghua
    Khodaei, Amin
    Zhang, Hongliang
    Han, Zhu
    IEEE TRANSACTIONS ON SMART GRID, 2022, 13 (01) : 599 - 612
  • [46] Energy-Efficient Scheduling for a Job Shop Using an Improved Whale Optimization Algorithm
    Jiang, Tianhua
    Zhang, Chao
    Zhu, Huiqi
    Gu, Jiuchun
    Deng, Guanlong
    MATHEMATICS, 2018, 6 (11)
  • [47] REDUCING ENERGY CONSUMPTION IN IOT BY A ROUTING WHALE OPTIMIZATION ALGORITHM
    Heidari, Ehsan
    Movaghar, Ali
    Motameni, Homayun
    Barzegar, Behnam
    MALAYSIAN JOURNAL OF COMPUTER SCIENCE, 2022, 35 (02) : 142 - 157
  • [48] Energy Management in High RER Multi-Microgrid System via Energy Trading and Storage Optimization
    Ali, Sajid
    Kazmi, Syed Ali Abbas
    Malik, Muhammad Mahad
    Bhatti, Ali Hussain Umar
    Haseeb, Muhammad
    Kazmi, Syed Muhammad Raza
    Shin, Dong Ryeol
    IEEE ACCESS, 2022, 10 : 6541 - 6554
  • [49] Multi-microgrid Optimization Based on Hierarchical Reinforcement Learning
    Liu, Fengkui
    Tian, Jie
    Yang, Zimin
    Li, Jian
    Wu, Guoliang
    2022 IEEE/IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA (I&CPS ASIA 2022), 2022, : 966 - 971
  • [50] Research on Multi-microgrid Distributed Optimization Operation Method
    Yang, Donghua
    Yang, Ming
    2023 IEEE/IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA, I&CPS ASIA, 2023, : 35 - 42