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| Title: | Adaptive critic based neurocontroller for turbogenerators with global dual heuristic programming | |
| Author (s): | Venayagamoorthy, Ganesh K. Wunsch, Donald C. Harley, R.G. | |
| Department/Lab Affiliations: | Applied Computational Intelligence Laboratory Electrical and Computer Engineering Real-Time Power and Intelligent Systems Laboratory | |
| Keywords: | adaptive control adaptive critic based neurocontroller adaptive critic designs automatic voltage regulator control design control performance control simulation control system analysis control system synthesis global dual heuristic programming heuristic programming machine control machine theory neurocontrollers nonlinear control systems nonlinear time varying systems robust control robustness time-varying systems turbine governor turbogenerators | |
| Issue Date: | 2000 | |
| Publisher: | Institute of Electrical and Electronics Engineers | |
| Citation: | Venayagamoorthy, G.K.; Wunsch, D.C., II; Harley, R.G., "Adaptive critic based neurocontroller for turbogenerators with global dual heuristic programming," IEEE Power Engineering Society Winter Meeting, vol.1, pp.291-294, 2000 | |
| Abstract: | Turbogenerators are nonlinear time varying systems. This paper presents the design of a neurocontroller for such a turbogenerator that augments/replaces the traditional automatic voltage regulator (AVR) and the turbine governor using a novel technique based on the adaptive critic designs (ACDs) with emphasis on global dual heuristic programming (GDHP). Simulation results are presented to show that the neurocontroller derived with the GDHP approach is robust and its performance is better when compared with that derived with other neural network technique, especially when system conditions and configuration changes. | |
| Type: | Article - Conference proceedings text | |
| Copyright Notice: | This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. FULL COPYRIGHT INFORMATION: | |
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| title | Adaptive critic based neurocontroller for turbogenerators with global dual heuristic programming | |
| contributor.author | Venayagamoorthy, Ganesh K. | |
| contributor.author | Wunsch, Donald C. | |
| contributor.author | Harley, R.G. | |
| contributor.deptlab | Applied Computational Intelligence Laboratory | |
| contributor.deptlab | Electrical and Computer Engineering | |
| contributor.deptlab | Real-Time Power and Intelligent Systems Laboratory | |
| subject | adaptive control | |
| subject | adaptive critic based neurocontroller | |
| subject | adaptive critic designs | |
| subject | automatic voltage regulator | |
| subject | control design | |
| subject | control performance | |
| subject | control simulation | |
| subject | control system analysis | |
| subject | control system synthesis | |
| subject | global dual heuristic programming | |
| subject | heuristic programming | |
| subject | machine control | |
| subject | machine theory | |
| subject | neurocontrollers | |
| subject | nonlinear control systems | |
| subject | nonlinear time varying systems | |
| subject | robust control | |
| subject | robustness | |
| subject | time-varying systems | |
| subject | turbine governor | |
| subject | turbogenerators | |
| date.issued | 2000 | |
| date.submitted | 2007 | |
| publisher | Institute of Electrical and Electronics Engineers | |
| identifier.citation | Venayagamoorthy, G.K.; Wunsch, D.C., II; Harley, R.G., "Adaptive critic based neurocontroller for turbogenerators with global dual heuristic programming," IEEE Power Engineering Society Winter Meeting, vol.1, pp.291-294, 2000 | |
| identifier.pub.URI | ||
| description.abstract | Turbogenerators are nonlinear time varying systems. This paper presents the design of a neurocontroller for such a turbogenerator that augments/replaces the traditional automatic voltage regulator (AVR) and the turbine governor using a novel technique based on the adaptive critic designs (ACDs) with emphasis on global dual heuristic programming (GDHP). Simulation results are presented to show that the neurocontroller derived with the GDHP approach is robust and its performance is better when compared with that derived with other neural network technique, especially when system conditions and configuration changes. | |
| type | Article - Conference proceedings | |
| type.DCMIType | text | |
| type.status | Final version | |
| rights | This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. | |
| rights.URI | ||
| date.accessioned | 2007-04-05T14:07:31Z | |
| date.available | 2007-04-05T14:07:31Z | |
| identifier.persist.URI | ||
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