Simulation-Based Modeling and Power Management of All-Electric Ships Based on Renewable Energy Generation Using Model Predictive Control Strategy

被引:61
作者
Banaei, Mohamad Reza [1 ]
Alizadeh, Rana [1 ]
机构
[1] Azarbaijan Shahid Madani Univ, Dept Elect Engn, Tabriz, Iran
关键词
HIERARCHICAL CONTROL; DC/DC CONVERTER; STORAGE SYSTEM;
D O I
10.1109/MITS.2016.2533960
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
In this paper, an integrated power system (IPS) based on fuel cell (FC), battery, photovoltaic panels (PV), and two diesel generators is proposed and modeled for an all-electric ship to address a solution for the high pollution resulting from conventional ships. Dual active bridge (DAB) converter and its nonlinear average model which is faster and more suitable for system-level studies has been used as power electronic interface. A decentralized model predictive control (MPC) strategy is also designed to control the modules of the IPS. A hierarchical control method with virtual droop control is proposed to control the power generation of diesel generators and regulate the DC link voltage of the IPS. Moreover, a power management strategy for efficient operation of diesel generators, FC and battery is considered in this study. It is important to note that, the diesel generators considered in this power system make this ship more applicable for longer voyages. The proposed system has been studied in various operational modes considering the battery and load conditions in MATLAB/SIMULINK environment and its validity is shown through the obtained results. Furthermore, the simulation results show good response in a long run which is a sign of its suitability for system-level studies.
引用
收藏
页码:90 / 103
页数:14
相关论文
共 51 条
[1]
Real-time comparison of a number of predictive controllers [J].
Abu-Ayyad, M. ;
Dubay, R. .
ISA TRANSACTIONS, 2007, 46 (03) :411-418
[2]
[Anonymous], 2012, FUEL CELLS SHIPS
[3]
[Anonymous], 2002, Predictive Control: With Constraints
[4]
[Anonymous], 2007, Fundamentals of Power Electronics
[5]
Buhaug O., 2009, Prevention of Air Pollution From Ships - Second IMO GHG Study
[6]
Distributed model predictive control [J].
Camponogara, Eduardo ;
Jia, Dong ;
Krogh, Bruce H. ;
Talukdar, Sarosh .
IEEE Control Systems Magazine, 2002, 22 (01) :44-52
[7]
Definitions and Applications of Dynamic Average Models for Analysis of Power Systems [J].
Chiniforoosh, S. ;
Jatskevich, J. ;
Yazdani, A. ;
Sood, V. ;
Dinavahi, V. ;
Martinez, J. A. ;
Ramirez, A. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (04) :2655-2669
[8]
Integration of a bi-directional DC-DC converter model into a real-time system simulation of a shipboard medium voltage DC system [J].
Chung, Il-Yop ;
Liu, Wenxin ;
Schoder, Karl ;
Cartes, David A. .
ELECTRIC POWER SYSTEMS RESEARCH, 2011, 81 (04) :1051-1059
[9]
Integration of a Bi-directional DC-DC Converter Model into a Large-scale System Simulation of a Shipboard MVDC Power System [J].
Chung, Il-Yop ;
Liu, Wenxin ;
Andrus, Mike ;
Schoder, Karl ;
Leng, Siyu ;
Cartes, David A. ;
Steurer, Mischa .
2009 IEEE ELECTRIC SHIP TECHNOLOGIES SYMPOSIUM, 2009, :318-325
[10]
The first step towards a 100% renewable energy-system for Ireland [J].
Connolly, D. ;
Lund, H. ;
Mathiesen, B. V. ;
Leahy, M. .
APPLIED ENERGY, 2011, 88 (02) :502-507