Frequency-constrained unit commitment problem with considering dynamic ramp rate limits in the presence of wind power generation

被引:3
|
作者
Safari, Amin [1 ]
Shahsavari, Hossein [1 ]
机构
[1] Azarbaijan Shahid Madani Univ, Dept Elect Engn, Kilometer 35,Tabriz Azarshahr Rd,POB 53714-161, Tabriz, Iran
来源
NEURAL COMPUTING & APPLICATIONS | 2019年 / 31卷 / 09期
关键词
Frequency-constrained unit commitment problem; Dynamic ramping; Wind generation penetration; Binary particle swarm optimization; SPINNING RESERVE; MARKET DESIGNS; VISUALIZATION; SYSTEMS; MODEL;
D O I
10.1007/s00521-018-3363-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An increased use of variable generation technologies such as wind power generation can have important effects on system frequency performance during normal operation as well as contingencies. This has led to new challenges for system operators in terms of improving frequency characteristics during contingencies. This subject is stated within the framework of frequency-constrained unit commitment problem (FCUCP) in this study by augmenting the frequency characteristic in the multi-thermal units. The ramp rate is proposed as dynamic constraint, and FCUCP is solved efficiently by binary particle swarm optimization (BPSO) based heuristic optimization algorithms. The influence of the proposed ramping on FCUCP is simulated, and it can be shown that the costs of the system under considering practical limitations that are solved by BPSO are minimized.
引用
收藏
页码:5241 / 5254
页数:14
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