Shipboard Microgrids: A Novel Approach to Load Frequency Control

被引:165
作者
Khooban, Mohammad-Hassan [1 ]
Dragicevic, Tomislav [1 ]
Blaabjerg, Frede [1 ]
Delimar, Marko [2 ]
机构
[1] Aalborg Univ, Dept Energy Technol, DK-9100 Aalborg, Denmark
[2] Univ Zagreb, Fac Elect Engn & Comp, Zagreb 10000, Croatia
关键词
Shipboard microgrids; load frequency control (LFC); modified black hole algorithm (MBHA); fractional controller; sea wave energy (SWE); CONTROL STRATEGY; SPEED CONTROL; SYSTEM; OPTIMIZATION; VEHICLES; STORAGE;
D O I
10.1109/TSTE.2017.2763605
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Due to the fast development of renewable energy systems and the severe limitations enforced by the marine pollution-protocol, the utilizing of windturbines (WTs), solar generation, sea wave energy (SWE), and energy storage systems (ESS) in marine vessel power systems have been attracting a lot of attention. Hence, amarine vessel power system with photovoltaic, WT, SWE, and ESS can be considered as a specific mobile islandedmicrogrid. Consequently, the main target of this paper is to design a new optimal fractional order fuzzy PD+ I load frequency controller (LFC) for islanded microgrids in a ship power system. Since the performance of the controller depends on its parameters, the optimization of these coefficients can play a significant role in improving the output performance of the LFC control. Accordingly, a modified black hole optimization algorithm is utilized for the adaptive tuning of the coefficients of noninteger fuzzy PD+I controller. The performance of the shipboard microgrid is evaluated by utilizing real-world wind power fluctuation and solar radiation data. Finally, the extensive studies and hardware-in-the-loop simulations are applied to prove that the proposed controller can track the reference frequency with lower deviation as well as it is more robust in comparison with the prior-art controllers utilized in the case studies.
引用
收藏
页码:843 / 852
页数:10
相关论文
共 39 条
[1]  
[Anonymous], INTELLIGENT FRACTION
[2]   Multiobjective Dynamic Optimal Power Flow Considering Fuzzy-Based Smart Utilization of Mobile Electric Vehicles [J].
Azizipanah-Abarghooee, Rasoul ;
Terzija, Vladimir ;
Golestaneh, Faranak ;
Roosta, Alireza .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2016, 12 (02) :503-514
[3]   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
[4]   Robust Frequency Control in an Islanded Microgrid: H∞ and μ-Synthesis Approaches [J].
Bevrani, Hassan ;
Feizi, Mohammad Ramin ;
Ataee, Sirwan .
IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (02) :706-717
[5]   Intelligent LFC Concerning High Penetration of Wind Power: Synthesis and Real-Time Application [J].
Bevrani, Hassan ;
Daneshmand, Pourya Ranjbar ;
Babahajyani, Poya ;
Mitani, Yasunori ;
Hiyama, Takashi .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2014, 5 (02) :655-662
[6]   An Intelligent Droop Control for Simultaneous Voltage and Frequency Regulation in Islanded Microgrids [J].
Bevrani, Hassan ;
Shokoohi, Shoresh .
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (03) :1505-1513
[7]   Fuzzy Logic-Based Load-Frequency Control Concerning High Penetration of Wind Turbines [J].
Bevrani, Hassan ;
Daneshmand, Pourya Ranjbar .
IEEE SYSTEMS JOURNAL, 2012, 6 (01) :173-180
[8]   Robust linear quadratic Gaussian-based discrete mode wide area power system damping controller [J].
Bhadu, Mahendra ;
Senroy, Nilanjan ;
Kar, Indra Narayan ;
Sudha, Gayathri Nair .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (06) :1470-1478
[9]   Linear parametric hydrodynamic models for ocean wave energy converters identified from numerical wave tank experiments [J].
Davidson, Josh ;
Giorgi, Simone ;
Ringwood, John V. .
OCEAN ENGINEERING, 2015, 103 :31-39
[10]   Application and cost-benefit analysis of solar hybrid power installation on merchant marine vessels [J].
Glykas, Alexandros ;
Papaioannou, George ;
Perissakis, Stylianos .
OCEAN ENGINEERING, 2010, 37 (07) :592-602