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Distributed Model Predictive Load Frequency Control of Multi-area Power System with DFIGs
被引量:
17
1
作者
Yi Zhang
Xiangjie Liu
Bin Qu
《IEEE/CAA Journal of Automatica Sinica》
SCIE
EI
CSCD
2017年第1期125-135,共11页
Reliable load frequency control LFC is crucial to the operation and design of modern electric power systems. Considering the LFC problem of a four-Area interconnected power system with wind turbines, this paper presen...
Reliable load frequency control LFC is crucial to the operation and design of modern electric power systems. Considering the LFC problem of a four-Area interconnected power system with wind turbines, this paper presents a distributed model predictive control DMPC based on coordination scheme. The proposed algorithm solves a series of local optimization problems to minimize a performance objective for each control area. The generation rate constraints GRCs, load disturbance changes, and the wind speed constraints are considered. Furthermore, the DMPC algorithm may reduce the impact of the randomness and intermittence of wind turbine effectively. A performance comparison between the proposed controller with and without the participation of the wind turbines is carried out. Analysis and simulation results show possible improvements on closed-loop performance, and computational burden with the physical constraints. © 2014 Chinese Association of Automation.
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关键词
Asynchronous
generators
Electric
control
equipment
Electric
fault
currents
Electric
frequency
control
Electric
load
management
Electric
power
systems
Model
predictive
control
Optimization
Press
load
control
WIND
Wind
turbines
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职称材料
题名
Distributed Model Predictive Load Frequency Control of Multi-area Power System with DFIGs
被引量:
17
1
作者
Yi Zhang
Xiangjie Liu
Bin Qu
机构
Department of Electrical Engineering
State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources
出处
《IEEE/CAA Journal of Automatica Sinica》
SCIE
EI
CSCD
2017年第1期125-135,共11页
基金
supported by National Natural Science Foundation of China(61533013,61273144)
Scientific Technology Research and Development Plan Project of Tangshan(13130298B)
Scientific Technology Research and Development Plan Project of Hebei(z2014070)
文摘
Reliable load frequency control LFC is crucial to the operation and design of modern electric power systems. Considering the LFC problem of a four-Area interconnected power system with wind turbines, this paper presents a distributed model predictive control DMPC based on coordination scheme. The proposed algorithm solves a series of local optimization problems to minimize a performance objective for each control area. The generation rate constraints GRCs, load disturbance changes, and the wind speed constraints are considered. Furthermore, the DMPC algorithm may reduce the impact of the randomness and intermittence of wind turbine effectively. A performance comparison between the proposed controller with and without the participation of the wind turbines is carried out. Analysis and simulation results show possible improvements on closed-loop performance, and computational burden with the physical constraints. © 2014 Chinese Association of Automation.
关键词
Asynchronous
generators
Electric
control
equipment
Electric
fault
currents
Electric
frequency
control
Electric
load
management
Electric
power
systems
Model
predictive
control
Optimization
Press
load
control
WIND
Wind
turbines
Keywords
Distributed model predictive
control
(DMPC)
doubly fed induction generator(DFIG)
load frequency
control
(LFC)
分类号
TM711 [电气工程—电力系统及自动化]
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作者
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1
Distributed Model Predictive Load Frequency Control of Multi-area Power System with DFIGs
Yi Zhang
Xiangjie Liu
Bin Qu
《IEEE/CAA Journal of Automatica Sinica》
SCIE
EI
CSCD
2017
17
下载PDF
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