Distributed model predictive control for load frequency control with dynamic fuzzy valve position modelling for hydro-thermal power system
被引:52
作者:
Liu, Xiangjie
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机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Liu, Xiangjie
[1
]
Kong, Xiaobing
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机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Kong, Xiaobing
[1
]
Lee, Kwang Y.
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机构:
Baylor Univ, Dept Elect & Comp Engn, Waco, TX 76798 USANorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Lee, Kwang Y.
[2
]
机构:
[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
hydrothermal power systems;
power generation control;
predictive control;
distributed control;
load regulation;
frequency control;
valves;
fuzzy control;
position control;
power system interconnection;
fuzzy set theory;
distributed model predictive control;
dynamic fuzzy valve position modelling;
reliable load frequency control;
LFC;
power system;
multisource power generation;
advanced control theory;
generation rate constraints;
governor valve position limit;
DMPC;
four-area hydro-thermal interconnected power system;
local predictive controllers;
nonlinear control system;
AUTOMATIC-GENERATION CONTROL;
MULTIAGENT SYSTEMS;
PLANT;
VOLTAGE;
D O I:
10.1049/iet-cta.2015.1021
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Reliable load frequency control (LFC) is very important for a modern power system with multi-source power generation and has been the primary focus of studies on advanced control theory and applications. In the LFC of a power system, the generation rate constraints (GRC) and position limit of the governor valve present major challenges to the control scheme because they significantly affect the dynamic responses of the system, resulting in larger overshoot and longer settling time. Model predictive control (MPC) is an attractive control strategy that systematically considers the constraints on the process inputs, states, and outputs. It is employed in LFC to cope with the GRC problem. This study proposes a distributed MPC (DMPC) for a four-area hydro-thermal interconnected power system. In the proposed scheme, the limit position of the governor valve is modelled by a fuzzy model and the local predictive controllers are incorporated into the non-linear control system. The effectiveness of the proposed non-linear constraint DMPC was demonstrated by simulations.
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Christofides, Panagiotis D.
;
Scattolini, Riccardo
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机构:
Politecn Milan, Dipartimento Elettron & Informaz, I-20133 Milan, ItalyUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Scattolini, Riccardo
;
Munoz de la Pena, David
论文数: 0引用数: 0
h-index: 0
机构:
Univ Seville, Dept Ingn Sistemas & Automat, Seville 41092, SpainUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Munoz de la Pena, David
;
Liu, Jinfeng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 2V4, CanadaUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
机构:
Univ Nacl Litoral, Fac Engn & Water Sci, Natl Council Sci & Technol Res, Santa Fe, NM USAUniv Nacl Litoral, Fac Engn & Water Sci, Natl Council Sci & Technol Res, Santa Fe, NM USA
机构:
KTH Inst Technol, Dept Elect Engn, Automat Control Lab, S-10044 Stockholm, SwedenKTH Inst Technol, Dept Elect Engn, Automat Control Lab, S-10044 Stockholm, Sweden
Hashimoto, Kazumune
;
Adachi, Shuichi
论文数: 0引用数: 0
h-index: 0
机构:
Keio Univ, Dept Appl Phys & Physicoinformat, Yokohama, Kanagawa 223, JapanKTH Inst Technol, Dept Elect Engn, Automat Control Lab, S-10044 Stockholm, Sweden
Adachi, Shuichi
;
Dimarogonas, Dimos V.
论文数: 0引用数: 0
h-index: 0
机构:
KTH Royal Inst Technol, Sch Elect Engn, ACCESS Linnaeus Ctr, S-10044 Stockholm, SwedenKTH Inst Technol, Dept Elect Engn, Automat Control Lab, S-10044 Stockholm, Sweden
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Christofides, Panagiotis D.
;
Scattolini, Riccardo
论文数: 0引用数: 0
h-index: 0
机构:
Politecn Milan, Dipartimento Elettron & Informaz, I-20133 Milan, ItalyUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Scattolini, Riccardo
;
Munoz de la Pena, David
论文数: 0引用数: 0
h-index: 0
机构:
Univ Seville, Dept Ingn Sistemas & Automat, Seville 41092, SpainUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Munoz de la Pena, David
;
Liu, Jinfeng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 2V4, CanadaUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
机构:
Univ Nacl Litoral, Fac Engn & Water Sci, Natl Council Sci & Technol Res, Santa Fe, NM USAUniv Nacl Litoral, Fac Engn & Water Sci, Natl Council Sci & Technol Res, Santa Fe, NM USA
机构:
KTH Inst Technol, Dept Elect Engn, Automat Control Lab, S-10044 Stockholm, SwedenKTH Inst Technol, Dept Elect Engn, Automat Control Lab, S-10044 Stockholm, Sweden
Hashimoto, Kazumune
;
Adachi, Shuichi
论文数: 0引用数: 0
h-index: 0
机构:
Keio Univ, Dept Appl Phys & Physicoinformat, Yokohama, Kanagawa 223, JapanKTH Inst Technol, Dept Elect Engn, Automat Control Lab, S-10044 Stockholm, Sweden
Adachi, Shuichi
;
Dimarogonas, Dimos V.
论文数: 0引用数: 0
h-index: 0
机构:
KTH Royal Inst Technol, Sch Elect Engn, ACCESS Linnaeus Ctr, S-10044 Stockholm, SwedenKTH Inst Technol, Dept Elect Engn, Automat Control Lab, S-10044 Stockholm, Sweden