Whale optimisation algorithm tuned fractional order PIλDμ controller for load frequency control of multi-source power system

被引:0
|
作者
Kumar, Amit [1 ]
Suhag, Sathans [1 ]
机构
[1] Natl Inst Technol, Elect Engn Dept, Kurukshetra, Haryana, India
关键词
fractional order controller; generation rate constraint; governor dead band; load frequency control; multi-source power system; whale optimisation algorithm; AUTOMATIC-GENERATION CONTROL; FUZZY PID CONTROLLER; BAT ALGORITHM; DESIGN; AGC;
D O I
10.1504/IJBIC.2019.100153
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper deals with the design and optimisation of a fractional order (PID mu)-D-lambda (FOPID) controller implemented for load frequency control (LFC) of a multi-area multi-source power system having the nonlinearities of time delays, generation rate constraint (GRC) and governor dead band (GDB). Whale optimisation algorithm (WOA), arguably for the first time in this area, is applied for optimal tuning of the parameters of FOPID controller. The comparative analysis of the performance of WOA vis-a-vis other recent evolutionary optimisation approaches is carried out from which it is observed that WOA optimised FOPID controller gives the best dynamic performance in terms of settling time and maximum overshoot in frequency and tie-line power deviations. Further, investigations carried out against system parametric variations within the range of +/- 25% reveal that WOA tuned FOPID controller is the most effective and robust against wide variations in system parameters.
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页码:209 / 221
页数:13
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