Intelligent Controllers for Load Frequency Control of Two-Area Power System
| Autor: | S. Z. Sayed Hassen, S.A. Azeer, R. Ramjug-Ballgobin |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
0209 industrial biotechnology
Computer science 020209 energy Automatic frequency control PID controller ComputerApplications_COMPUTERSINOTHERSYSTEMS 02 engineering and technology Fuzzy logic Power (physics) Electric power system 020901 industrial engineering & automation Control and Systems Engineering Control theory Steam turbine 0202 electrical engineering electronic engineering information engineering |
| Zdroj: | IFAC-PapersOnLine. 50:301-306 |
| ISSN: | 2405-8963 |
| DOI: | 10.1016/j.ifacol.2017.12.062 |
| Popis: | This paper considers the problem of load frequency control using intelligent controllers. Three types of turbines, namely the non-reheat steam turbine, reheat steam turbine and hydraulic turbine, are considered. Two-area power systems undergoing sudden load changes in each area are implemented and analysed. The objective is to eliminate errors due to the disturbances in both frequency and tie-line power so as to ensure an economic power generation. PID, Fuzzy Logic and ANN-NARMA-L2 compensating schemes are designed and successfully simulated. In all the three cases, steady-state errors present in the systems are removed. The results obtained are promising and show the satisfactory performance of the intelligent controllers in achieving load frequency control. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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