Research on the Application of Artificial Intelligence Technology in Power System of Forestry Operation Engineering

Abstract

In forestry operation engineering, power equipment is the main energy consuming equipment.
The control accuracy of power equipment has a great impact on efficiency and energy
consumption. As power equipment, motors are widely used in power plants and industrial and
mining enterprises. This paper studies the application of artificial intelligence technology in
power system. The basic concepts of artificial intelligence technology, such as artificial neural
network, expert system, genetic algorithm and fuzzy theory, are expounded. From the practical
point of view, the application characteristics and existing problems of them in power system
fault diagnosis are analyzed. This paper analyzes the zero crossing breaking technology of
intelligent AC contactor, which is the core component of motor controller, and applies the
artificial neural network technology to the breaking time prediction of intelligent contactor. It
provides a new method for the AC contactor to fall into the best zero crossing breaking area and
realize the zero crossing breaking of intelligent AC contactor. In this paper, the causes of
various motor faults are analyzed, and the accurate criteria of motor faults are obtained on the
basis of symmetrical components. At the same time, in the motor fault diagnosis, the application
of expert theory. Finally, this paper points out the latest development trend of the application of
artificial intelligence technology in power system.