engleski

Dual Heuristic Neural Programming Controller for Synchronous Generator

This chapter describes the development of voltage control system of a synchronous generator based on neural networks. Recurrent (dynamic) neural networks are used, as a type that has great capabilities in approximation of dynamic systems. Two algorithms are used for training – Dual Heuristic Programming (DHP) and Globalized Dual Heuristic Programming (GDHP). The algorithms have been developed for the optimal control of nonlinear systems using dynamic programming principles.

synchronous generator, neural networks, automatic voltage regulator

U ovom poglavlju opisan je razvoj automatskog regulatora napona sinkronog generatora koji se zasniva na primjeni umjetnih nuronskih mreža.