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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Hoffner, B. Shoureshi, R.A. Kramer, R.A. |
| Copyright Year | 2002 |
| Description | Author affiliation: Colorado Sch. of Mines, Golden, CO, USA (Hoffner, B.) |
| Abstract | Control areas that contain a significant amount of industrial load are often subject to highly varying demand profiles on their systems. Arc furnaces, rolling mills and other large motors can create large demands on the system which result in an unsatisfactory area control error (ACE). Studies have shown that very-short term load prediction can be incorporated into control schemes which are then able to compensate for the highly varying demand. Working with a sponsoring utility, the authors have developed a method of controlling these systems. Using a neural network prediction of the area load, ACE and its integral, /spl int/ ACE, a new fuzzy logic controller adjusts the set point of the area generation to attempt to match the upcoming changes on the system. Performance of the neural-fuzzy controller in a two-area tie-line model with actual load data from a collaborating utility is demonstrated and compared with the present AGC system through simulations. Results show that the proposed neural-fuzzy controller matches the demands of highly varying loads and significantly improves area control error on the system. |
| Sponsorship | American Autom. Control Council IFAC SICE |
| Starting Page | 2677 |
| Ending Page | 2682 |
| File Size | 535206 |
| Page Count | 6 |
| File Format | |
| ISBN | 0780372980 |
| ISSN | 07431619 |
| DOI | 10.1109/ACC.2002.1025191 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2002-05-08 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | American Automatic Control Council(AACC) |
| Subject Keyword | Fuzzy control Power system control Power systems Control systems Error correction Industrial power systems Electrical equipment industry Industrial control Furnaces Milling machines |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electrical and Electronic Engineering |
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