Blockchain based optimal decision making of dispatchable units in smart grids considering the high uncertainty effects

被引:4
|
作者
Zhu, Xiangqian [1 ]
Wang, Wenfeng [2 ]
Pang, Suhong [3 ]
An, Chaoyin [4 ]
Yang, Xiaoliang [5 ]
Wu, Yanmin [1 ]
机构
[1] Zhengzhou Univ Light Ind, Coll Bldg Environm Engn, Zhengzhou 450002, Peoples R China
[2] State Grid Henan Econ Res Inst, Zhengzhou 450052, Peoples R China
[3] State Grid Henan Elect Power Corp Maintenace Co, Zhengzhou 450052, Peoples R China
[4] Elect Power HeNan, Zhengzhou 450052, Peoples R China
[5] Zhengzhou Univ Light Ind, Coll Elect & Informat Engn, Zhengzhou 450002, Peoples R China
关键词
General type-2 fuzzy controller; Gray wolf algorithm; Micro-grid; DC; AC converter; Sliding mode controller; Islanding mode; Blockchain Technology; Data exchanged; CONTROL STRATEGY; SYSTEMS; DESIGN; MANAGEMENT;
D O I
10.1016/j.scs.2021.103418
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Using blockchain technology (BCT) in securing data has received a lot of attention these days. This technology is used not only as a new way with the aim of enhancing the cyber and physical security of power systems, but also has been applied to enhance the exchanged information between units. When Fuel Cell (FC), photovoltaic cells (PV) and wind turbines (WT) are used as sources of distributed generation (DG), there will be a situation called Islanding Micro-Grid (MG), so that this situation has the ability to control voltage, frequency and current of the system with no dependence on the utility. Hence, for overcoming load variations and disturbances, designing and implementing a robust controller is vital. Accordingly, a robust General Type-2 Fuzzy sliding mode controller (GT2FSMC) on the basis of gray wolf optimization algorithm is presented in the following study with the purpose of enhancing the power sharing amongst the distributed generations operating in the off-grid MG. The offered controller, in addition to warrant the stability and robust versus uncertainties of the lumped generated via extrinsic disturbances and un-modelled dynamics, has the ability to significantly decrease the control chattering inherent in primary sliding mode control. In the following paper, it is assumed that there are two distributed generations, each with specific duties. One has the duty of regulating the frequency and voltage through a reference signal, and another is responsible for working in load current control mode with the aim of sharing load correctly among each of them. For stopping malicious attacks, an assured policy framework according to the blockchain (BC) has been created to enhance the security of interchanged data among production units. Plus, two low-voltage parallel DG units exist in the MG. With the aim of evaluating the mentioned way, the simulation results have been done via MATLAB environment. According to the outcomes, it can be concluded that this mentioned controller has the ability of providing lower steady state error and Total Harmonic Distortion (THD) with faster response in comparison to the further controllers that generally are used. The simulation results show that the DG unit operations within the islanding MG have the ability of coordinating successfully under that mentioned control system with the aim of confirming stable operation of the throughout MG.
引用
收藏
页数:18
相关论文
共 50 条
  • [21] Fighter optimal selection based on sequential multi-criteria decision-making with uncertainty measurement
    Suo, M.
    Xing, J.
    Ma, K.
    Xiao, D.
    Song, D.
    AERONAUTICAL JOURNAL, 2025,
  • [22] Decision-Making on Steam Injection While High-Viscosity Oil Production Process Considering Uncertainty Conditions
    Akhmetov, D. A.
    Zakenov, S. T.
    Kirisenko, O. G.
    10TH INTERNATIONAL CONFERENCE ON THEORY AND APPLICATION OF SOFT COMPUTING, COMPUTING WITH WORDS AND PERCEPTIONS - ICSCCW-2019, 2020, 1095 : 937 - 942
  • [23] Optimal stochastic scenario-based allocation of smart grids' renewable and non-renewable distributed generation units and protective devices
    Yaghoubi-Nia, Mohammad-Reza
    Hashemi-Dezaki, Hamed
    Niasar, Abolfazl Halvaei
    SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2021, 44
  • [24] Optimal Capacity Decision-Making of Omnichannel Catering Merchants Considering the Service Environment Based on Queuing Theory
    Zhan, Wentao
    Jiang, Minghui
    Wang, Xueping
    SYSTEMS, 2022, 10 (05):
  • [25] Optimal adaptive protection of smart grids using high-set relays and smart selection of relay tripping characteristics considering different network configurations and operation modes
    Ataee-Kachoee, Amir Hossein
    Hashemi-Dezaki, Hamed
    Ketabi, Abbas
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2022, 16 (24) : 5084 - 5116
  • [26] Robust Economic Model Predictive Control Based on a Zonotope and Local Feedback Controller for Energy Dispatch in Smart-Grids Considering Demand Uncertainty
    Nassourou, Mohamadou
    Blesa, Joaquim
    Puig, Vicenc
    ENERGIES, 2020, 13 (03)
  • [27] High-Level Smart Decision Making of a Robot Based on Ontology in a Search and Rescue Scenario
    Sun, Xiaolei
    Zhang, Yu
    Chen, Jing
    FUTURE INTERNET, 2019, 11 (11):
  • [28] Two stage risk based decision making for operation of smart grid by optimal dynamic multi-microgrid
    Zadsar, M.
    Sebtahmadi, S. Sina
    Kazemi, M.
    Larimi, S. M. M.
    Haghifam, M. R.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2020, 118 (118)
  • [29] High impedance fault protection scheme for smart grids based on WPT and ELM considering evolving and cross-country faults
    AsghariGovar, Saeed
    Pourghasem, Pouya
    Seyedi, Heresh
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2019, 107 : 412 - 421
  • [30] Adaptive CWT-based overcurrent protection for smart distribution grids considering CT saturation and high-impedance fault
    AsghariGovar, Saeed
    Heidari, Saeid
    Seyedi, Heresh
    Ghasemzadeh, Saeid
    Pourghasem, Pouya
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2018, 12 (06) : 1366 - 1373