Design of Optimal Proportional Integral Derivative Based Power System Stabilizer Using Bat Algorithm
The design of a proportional, derivative, and integral (PID) based power system stabilizer (PSS) is carried out using the bat algorithm (BA). The design of proposed PID controller is considered with an objective function based on square error minimization to enhance the small signal stability of non...
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| Format: | Article |
| Language: | English |
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Wiley
2016-01-01
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| Series: | Applied Computational Intelligence and Soft Computing |
| Online Access: | http://dx.doi.org/10.1155/2016/8546108 |
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| author | Dhanesh K. Sambariya Rajendra Prasad |
| author_facet | Dhanesh K. Sambariya Rajendra Prasad |
| author_sort | Dhanesh K. Sambariya |
| collection | DOAJ |
| description | The design of a proportional, derivative, and integral (PID) based power system stabilizer (PSS) is carried out using the bat algorithm (BA). The design of proposed PID controller is considered with an objective function based on square error minimization to enhance the small signal stability of nonlinear power system for a wide range of operating conditions. Three benchmark power system models as single-machine infinite-bus (SMIB) power system, two-area four-machine ten-bus power system, and IEEE New England ten-machine thirty-nine-bus power system are considered to examine the effectiveness of the designed controller. The BA optimized PID based PSS (BA-PID-PSS) controller is applied to these benchmark systems, and the performance is compared with controllers reported in literature. The robustness is tested by considering eight plant conditions of each system, representing the wide range of operating conditions. It includes unlike loading conditions and system configurations to establish the superior performance with BA-PID-PSS over-the-counter controllers. |
| format | Article |
| id | doaj-art-8c5e9a864cca490e95d1c45f79e45e16 |
| institution | Kabale University |
| issn | 1687-9724 1687-9732 |
| language | English |
| publishDate | 2016-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Applied Computational Intelligence and Soft Computing |
| spelling | doaj-art-8c5e9a864cca490e95d1c45f79e45e162025-02-03T06:12:09ZengWileyApplied Computational Intelligence and Soft Computing1687-97241687-97322016-01-01201610.1155/2016/85461088546108Design of Optimal Proportional Integral Derivative Based Power System Stabilizer Using Bat AlgorithmDhanesh K. Sambariya0Rajendra Prasad1Department of Electrical Engineering, Rajasthan Technical University, Kota, Rajasthan 324010, IndiaDepartment of Electrical Engineering, Indian Institute of Technology Roorkee, Roorkee, Uttaranchal 247667, IndiaThe design of a proportional, derivative, and integral (PID) based power system stabilizer (PSS) is carried out using the bat algorithm (BA). The design of proposed PID controller is considered with an objective function based on square error minimization to enhance the small signal stability of nonlinear power system for a wide range of operating conditions. Three benchmark power system models as single-machine infinite-bus (SMIB) power system, two-area four-machine ten-bus power system, and IEEE New England ten-machine thirty-nine-bus power system are considered to examine the effectiveness of the designed controller. The BA optimized PID based PSS (BA-PID-PSS) controller is applied to these benchmark systems, and the performance is compared with controllers reported in literature. The robustness is tested by considering eight plant conditions of each system, representing the wide range of operating conditions. It includes unlike loading conditions and system configurations to establish the superior performance with BA-PID-PSS over-the-counter controllers.http://dx.doi.org/10.1155/2016/8546108 |
| spellingShingle | Dhanesh K. Sambariya Rajendra Prasad Design of Optimal Proportional Integral Derivative Based Power System Stabilizer Using Bat Algorithm Applied Computational Intelligence and Soft Computing |
| title | Design of Optimal Proportional Integral Derivative Based Power System Stabilizer Using Bat Algorithm |
| title_full | Design of Optimal Proportional Integral Derivative Based Power System Stabilizer Using Bat Algorithm |
| title_fullStr | Design of Optimal Proportional Integral Derivative Based Power System Stabilizer Using Bat Algorithm |
| title_full_unstemmed | Design of Optimal Proportional Integral Derivative Based Power System Stabilizer Using Bat Algorithm |
| title_short | Design of Optimal Proportional Integral Derivative Based Power System Stabilizer Using Bat Algorithm |
| title_sort | design of optimal proportional integral derivative based power system stabilizer using bat algorithm |
| url | http://dx.doi.org/10.1155/2016/8546108 |
| work_keys_str_mv | AT dhaneshksambariya designofoptimalproportionalintegralderivativebasedpowersystemstabilizerusingbatalgorithm AT rajendraprasad designofoptimalproportionalintegralderivativebasedpowersystemstabilizerusingbatalgorithm |