Distributed Model Predictive Load Frequency Control of the Multi-Area Power System After Deregulation

被引:118
作者
Ma, Miaomiao [1 ]
Zhang, Chunyu [1 ]
Liu, Xiangjie [1 ]
Chen, Hong [2 ]
机构
[1] North China Elect Power Univ, Sch Control & Comp Engn, Beijing 102206, Peoples R China
[2] Jilin Univ, State Key Lab Automot Simulat & Control, Changchun 130025, Peoples R China
基金
中国国家自然科学基金;
关键词
Deregulation; distributed model predictive control (DMPC); generation rate constraint (GRC); interconnected power system; load frequency control (LFC); DYNAMICALLY DECOUPLED SYSTEMS; RECEDING HORIZON CONTROL; COMMUNICATION DELAYS; NONLINEAR-SYSTEMS; OPTIMIZATION; ALGORITHM;
D O I
10.1109/TIE.2016.2613923
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a distributed model predictive control scheme for the load frequency control (LFC) problem of the deregulated multi-area interconnected power system with contracted and uncontracted load demands. The traditional LFC of the interconnected power system is modified to take into account the effect of bilateral contracts on the dynamics. The concept of the distribution company participation matrix and area participation matrix are introduced to simulate these bilateral contracts and reflected in the multi-area block diagram. The distributed model predictive controller is designed by posing the LFC problem as a tracking control problem in the presence of both external disturbances and constraints that represent generation rate constraint and load reference setpoint constraint, respectively. Analysis and simulation results for a deregulated three-area interconnected power system show possible improvements on closed-loop performance and computational burden, while respecting the physical hard constraints.
引用
收藏
页码:5129 / 5139
页数:11
相关论文
共 29 条
[1]   A coordinated MIMO control design for a power plant using improved sliding mode controller [J].
Ataei, Mohammad ;
Hooshmand, Rahmat-Allah ;
Samani, Siavash Golmohammadi .
ISA TRANSACTIONS, 2014, 53 (02) :415-422
[2]  
Bevrani H, 2009, POWER ELECTRON POWER, P1, DOI 10.1007/978-0-387-84878-5_1
[3]   Robust H∞ load-frequency control in interconnected power systems [J].
Chuang, Ning .
IET CONTROL THEORY AND APPLICATIONS, 2016, 10 (01) :67-75
[4]   Intelligent load-frequency control in a deregulated environment: continuous-valued input, extended classifier system approach [J].
Daneshfar, Fatemeh .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2013, 7 (06) :551-559
[5]   Simulation and optimization in an AGC system after deregulation [J].
Donde, V ;
Pai, MA ;
Hiskens, IA .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (03) :481-489
[6]   A robust decentralized load frequency controller for interconnected power systems [J].
Dong, Lili ;
Zhang, Yao ;
Gao, Zhiqiang .
ISA TRANSACTIONS, 2012, 51 (03) :410-419
[7]   Distributed receding horizon control for multi-vehicle formation stabilization [J].
Dunbar, WB ;
Murray, RM .
AUTOMATICA, 2006, 42 (04) :549-558
[8]   Model Predictive Load-Frequency Control [J].
Ersdal, Anne Mai ;
Imsland, Lars ;
Uhlen, Kjetil .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2016, 31 (01) :777-785
[9]   Local optimization of dynamic programs with guaranteed satisfaction of path constraints [J].
Fu, Jun ;
Faust, Johannes M. M. ;
Chachuat, Benoit ;
Mitsos, Alexander .
AUTOMATICA, 2015, 62 :184-192
[10]   Decentralized receding horizon control for large scale dynamically decoupled systems [J].
Keviczky, Tamas ;
Borrelli, Francesco ;
Balas, Gary J. .
AUTOMATICA, 2006, 42 (12) :2105-2115