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Summary: Artificial Neural Networks In Electric Power Industry
Technical Report of the ISIS Group
at the University of Notre Dame
ISIS-94-007
April, 1994
Rafael E. Bourguet and Panos J. Antsaklis
Department of Electrical Engineering
University of Notre Dame
Notre Dame, IN 46556
Interdisciplinary Studies of Intelligent Systems
R. E. Bourguet, P. J. Antsaklis, "Artificial Neural Networks in Electric Power Industry," Technical
Report of the ISIS (Interdisciplinary Studies of Intelligent Systems) Group, No. ISIS-94-007, Univ of
Notre Dame, April 1994.
C O N T E N T
INTRODUCTION . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . - 2 -
1 POWER PLANTS AND CONTROL PROBLEMS . . . . . . . . . . . . . . . . . . . . . . . . . . - 3 -
2 NEURAL NETWORKS IN POWER PLANTS . . . . . . . . . . . . . . . . . . . . . . . . . . . . - 6 -
2.1 Identification and modeling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . - 6 -
2.2 Control . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . - 7 -
2.3 Sensor Validation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . - 8 -
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