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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Demiroren, A. Zeynelgil, H.L. Sengor, N.S. |
| Copyright Year | 2001 |
| Description | Author affiliation: Fac. of Electr. & Electron. Eng., Tech. Univ. Istanbul, Turkey (Demiroren, A.) |
| Abstract | This paper includes an application of layered artificial neural network controller to study the load-frequency control problem in a power system. The control scheme guarantees that steady state error of frequencies and inadvertent interchange of tie-lines are maintained in a given tolerance limitation. The proposed control has been designed for a three-area interconnected power system such that two areas include steam turbines and the other area includes a hydro turbine. Only one artificial neural network (ANN) controller, which controls the inputs of each area in the power system together, is considered. In the study, a back propagation-through-time algorithm is used as a neural network learning rule. The performance of the power system is simulated by using a conventional integral controller and ANN controller, separately. By comparing the results for both cases, the performance of an ANN controller is better than conventional controllers. |
| Sponsorship | Grupo EDP |
| File Size | 438313 |
| File Format | |
| ISBN | 0780371399 |
| DOI | 10.1109/PTC.2001.964793 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2001-09-10 |
| Publisher Place | Portugal |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Artificial neural networks Control systems Power system interconnection Power system simulation Power system control Power systems Hydraulic turbines Steady-state Error correction Frequency |
| Content Type | Text |
| Resource Type | Article |
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