A Convolutional Neural Networks Approach to Devise Controller

A Convolutional Neural Networks Approach to Devise Controller

PID controller is widely used in many fields. The input sequence and output sequence of a well-parameterized PID controller are transformed into a matrix presented in images in this paper, and a Every-Time step data augmentation algorithm is operated. This paper propose a image to image Convolutiona...

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Bibliographic Details
Main Authors: Liu Xiangdi, Dong Yunlong
Format: Article
Language:English
Published: EDP Sciences 2017-01-01
Series:MATEC Web of Conferences
Subjects:
PID controller
CNN
Deep learning
Control
Online Access:https://doi.org/10.1051/matecconf/201713900168

Internet

https://doi.org/10.1051/matecconf/201713900168

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