Разработка методов интеграции двигателей с мехатронной системой автомобилей с помощью нейронных сетей

Аннотация

The aim of the research work is integration methods of a vehicles engine nth the automobile mechatronic system by using neural networks. Scientific novelty of the research work consists in the following: it has been developed the methodology of a car engine integration with the automobile mechatronic system by using neural networks; there has been made a new method of data analysis and their transfer to the control systems (with neuronal networks dispersion); for the first time it has been brought the control algorithm with a mechatronic system for different classes of cars, which combines aggregate data analysis and optimal regime selection - 3.0 in its generation; The mechatronic adapter model for the engine ignition system has been developed and justified its parameters; Engine model management model has been developed through the use of neural networks; there has been developed methods of selection based on neural networks integration in the control system and a systematization law has been found.