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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Head, J.D. Gomes, J.R. Williams, C.S. Lee, K.Y. |
| Copyright Year | 2010 |
| Description | Author affiliation: Department of Electrical and Computer Engineering, Baylor University, Waco, TX, U.S.A (Head, J.D.; Gomes, J.R.; Williams, C.S.; Lee, K.Y.) |
| Abstract | Solving the problem of optimally controlling a power plant based on multiple objectives, such as minimizing pollution, maximizing equipment life, etc., and coordinating each of the involved tasks that must be performed in distributed environments is a very complicated feat, which involves many individual computationally intensive tasks. For the presented method of design, these tasks include calculating feasible control valve operating ranges based on unit load demand, parameter optimization, training neural networks, monitoring and managing real-time input/output data, and task delegation, among others. It is because each of these tasks requires such computational overhead and these systems need to be coordinated among distributed environments that dividing them up into multiple agents is necessary. The presented method of design of the multi-agent system is a continuation of research to develop a multi-agent system to implement a technique for computing optimal multiobjective power plant controls in Matlab. |
| Starting Page | 1 |
| Ending Page | 7 |
| File Size | 338292 |
| Page Count | 7 |
| File Format | |
| ISBN | 9781424480463 |
| e-ISBN | 9781424480470 |
| DOI | 10.1109/NAPS.2010.5619588 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2010-09-26 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Power generation Message systems Mathematical model Feedforward neural networks Artificial neural networks Multiagent systems Monitoring reference governor Power plant control multi-agent systems multi-objective optimization |
| Content Type | Text |
| Resource Type | Article |
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