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A smoothing SQP method for nonlinear programs with stability constraints arising from power systems

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成果类型:
期刊论文
作者:
Tong, Xiaojiao*;Qi, Liqun;Wu, Soon-Yi;Wu, Felix F.
通讯作者:
Tong, Xiaojiao
作者机构:
[Tong, Xiaojiao] Hengyang Normal Univ, Dept Math, Hengyang 421008, Hunan, Peoples R China.
[Qi, Liqun] Hong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R China.
[Wu, Soon-Yi] Natl Cheng Kung Univ, Dept Math, Natl Ctr Theoret Sci, Tainan 70101, Taiwan.
[Wu, Felix F.] Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Hong Kong, Peoples R China.
通讯机构:
[Tong, Xiaojiao] H
Hengyang Normal Univ, Dept Math, Hengyang 421008, Hunan, Peoples R China.
语种:
英文
关键词:
Power systems;Stability constraint;Nonlinear programs;Smoothing SQP method;Convergence
期刊:
Computational Optimization and Applications
ISSN:
0926-6003
年:
2012
卷:
51
期:
1
页码:
175-197
基金类别:
Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [NSF10871031, 10926189]; Hong Kong Research Grant CouncilHong Kong Research Grants Council; Research Grants CouncilHong Kong Research Grants Council [HKU7179/07E, HKU7180/08E]; Union Natural Science Foundation of Hunan-Hengyang [10JJ8008]
机构署名:
本校为第一且通讯机构
院系归属:
数学与统计学院
摘要:
This paper investigates a new class of optimization problems arising from power systems, known as nonlinear programs with stability constraints (NPSC), which is an extension of ordinary nonlinear programs. Since the stability constraint is described generally by eigenvalues or norm of Jacobian matrices of systems, this results in the semismooth property of NPSC problems. The optimal conditions of both NPSC and its smoothing problem are studied. A smoothing SQP algorithm is proposed for solving such optimization problem. The global convergence o...

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