The Future 5G Network-Based Secondary Load Frequency Control in Shipboard Microgrids

被引:62
作者
Gheisarnejad, Meysam [1 ]
Khooban, Mohammad-Hassan [2 ]
Dragicevic, Tomislav [3 ]
机构
[1] Islamic Azad Univ, Dept Elect Engn, Najafabad Branch, Esfahan 8514143131, Iran
[2] Aarhus Univ, Dept Engn, DK-8200 Aarhus, Denmark
[3] Aalborg Univ, Dept Energy Technol, DK-9100 Aalborg, Denmark
关键词
5G mobile communication; Microgrids; Frequency control; Degradation; Phasor measurement units; Delay effects; Packet loss; Enhanced JAYA (EJAYA) algorithm; fifth-generation (5G) network technology; networked shipboard multimicrogrid (NSMMG); secondary load frequency control (LFC); DISTRIBUTED ENERGY-RESOURCES; FUZZY PID CONTROLLER; SIGNAL STABILITY; SYSTEM; ALGORITHMS; DELAY;
D O I
10.1109/JESTPE.2019.2898854
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 presents the applicability of the future fifth-generation network technology for a marine vessel power system with sea wave energy, photovoltaic, and energy storage systems. In this paper, a new optimal structured interval type-2 fractional order fuzzy proportional derivative/fuzzy proportional integral controller is proposed for the secondary load frequency control (LFC) of a networked shipboard multimicrogrid. The effect of the various degradation factors associated with the communication infrastructure such as the time delay and packet loss is modeled and addressed to assess the system performance in the networked control system (NCS) operation. The parameters embedded in the established structure are decisive factors, which significantly affect the quality of control output actions. Accordingly, by employing the concepts of the black-hole optimization algorithm and Levy flight, an enhanced JAYA algorithm is proposed to adjust the setting of the established structured controller. Finally, comprehensive studies and hardware-in-the-loop real-time simulations are conducted to appraise the acceptability of the suggested controller for a secondary LFC problem in the face of the uncertain NCS.
引用
收藏
页码:836 / 844
页数:9
相关论文
共 45 条
[1]   Networked control of AC microgrid [J].
Alfergani, Asma ;
Khalil, Ashraf ;
Rajab, Zakariya .
SUSTAINABLE CITIES AND SOCIETY, 2018, 37 :371-387
[2]  
[Anonymous], 2009, P TENCON 2009 2009 I
[3]  
[Anonymous], INTERNET THINGS AIDE
[4]   A generalized descriptor-system robust H∞ control of autonomous microgrids to improve small and large signal stability considering communication delays and load nonlinearities [J].
Baghaee, Hamid Reza ;
Mirsalim, Mojtaba ;
Gharehpetian, Gevork B. ;
Talebi, Heidar Ali .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2017, 92 :63-82
[5]   Photovoltaic and wind energy systems monitoring and building/home energy management using ZigBee devices within a smart grid [J].
Batista, N. C. ;
Melicio, R. ;
Matias, J. C. O. ;
Catalao, J. P. S. .
ENERGY, 2013, 49 :306-315
[6]   Intelligent Frequency Control in an AC Microgrid: Online PSO-Based Fuzzy Tuning Approach [J].
Bevrani, H. ;
Habibi, F. ;
Babahajyani, P. ;
Watanabe, M. ;
Mitani, Y. .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (04) :1935-1944
[7]   Comparison of Wireless Power Controllers for Induction Aerogenerators Connected to a Smart Grid Based on GPRS and EGPRS Standards [J].
Cardoso, Jaqueline Gomes ;
Santana Casella, Ivan Roberto ;
Capovilla, Carlos Eduardo ;
Sguarezi Filho, Alfeu Joaozinho .
JOURNAL OF CONTROL AUTOMATION AND ELECTRICAL SYSTEMS, 2016, 27 (03) :328-338
[8]  
Chechkin AlexeiV., 2008, Anomalous transport: Foundations and applications, V49, P431
[9]   New protection principle for smart grid with renewable energy sources integration using WiMAX centralized scheduling technology [J].
Eissa, M. M. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 97 :372-384
[10]   Interval type-2 fuzzy PID controller for uncertain nonlinear inverted pendulum system [J].
El-Bardini, Mohammad ;
El-Nagar, Ahmad M. .
ISA TRANSACTIONS, 2014, 53 (03) :732-743