Fast economic model predictive control for marine current turbine generator system
被引:4
作者:
Teng, Yiming
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
Teng, Yiming
[1
]
Hu, Dewen
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
Hu, Dewen
[1
]
Wu, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
Wu, Feng
[1
]
Zhang, Ridong
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
Zhang, Ridong
[1
]
Gao, Furong
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Chem & Biol Engn, Kowloon, Clear Water Bay, Hong Kong, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
Gao, Furong
[2
]
机构:
[1] Hangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
[2] Hong Kong Univ Sci & Technol, Dept Chem & Biol Engn, Kowloon, Clear Water Bay, Hong Kong, Peoples R China
Marine current turbine;
Power generation optimization;
System modeling;
Fast economic MPC;
RENEWABLE ENERGY;
POWER;
IMPLEMENTATION;
D O I:
10.1016/j.renene.2020.11.136
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
This paper considers the optimal operation of the ocean current turbine power generation system. Based on the model construction of the ocean current turbine system, the model predictive control strategy with economic indicators as the main consideration and the system focusing on real-time control issues are used. It is known that the quadratic form complicates the process to be solved, thereby increasing the solution time. For some complex formulation settings, although the system optimization problem can be solved more effectively, the complexity of the system is increased and the calculation time is increased. Therefore, this paper considers an optimal control that can be obtained fast enough for real-time optimization of the feedback scheme. The economic model predictive control framework is proposed in the paper, with the sensitivity components to solve the formulation, and the paper also consider an iterative optimization algorithm to enhance and improve the response speed of the system without affecting the economics of the system. Finally, all of these concepts are demonstrated on a detailed case study of a marine current turbine generator system. (C) 2020 Elsevier Ltd. All rights reserved.
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Wu, Zhe
;
Durand, Helen
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Chem Engn & Mat Sci, Detroit, MI 48202 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Durand, Helen
;
Christofides, Panagiotis D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Elect & Comp Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
机构:
Hangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
Zhang, Ridong
;
Xue, Anke
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
Xue, Anke
;
Wang, Shuqing
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Inst Cyber Syst & Control, Natl Key Lab Ind Control Technol, Hangzhou 310027, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
Wang, Shuqing
;
Ren, Zhengyun
论文数: 0引用数: 0
h-index: 0
机构:
Donghua Univ, Dept Automat, Shanghai 200051, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Wu, Zhe
;
Durand, Helen
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Chem Engn & Mat Sci, Detroit, MI 48202 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Durand, Helen
;
Christofides, Panagiotis D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Elect & Comp Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
机构:
Hangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
Zhang, Ridong
;
Xue, Anke
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
Xue, Anke
;
Wang, Shuqing
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Inst Cyber Syst & Control, Natl Key Lab Ind Control Technol, Hangzhou 310027, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China
Wang, Shuqing
;
Ren, Zhengyun
论文数: 0引用数: 0
h-index: 0
机构:
Donghua Univ, Dept Automat, Shanghai 200051, Peoples R ChinaHangzhou Dianzi Univ, Informat & Control Inst, Hangzhou 310018, Peoples R China