2020
DOI: 10.1109/access.2020.3020980
|View full text |Cite
|
Sign up to set email alerts
|

Multiple Linear Regression Prediction and Wavelet Neural Network Based Intelligent Online Tuning Control Method

Abstract: Manual-based parameters tuning methods of control system are widely used in many industrial fields. However, better control performances such as faster control speed, more stable, less workload and safer working conditions are expected. Therefore, artificial intelligent based improved classical control (AI-CC) is highly valued in control fields. Main works are as follows: Firstly, wavelet neural network based PID (WNN-PID) method is proposed, BPNN of BPNN based PID method (BPNN-PID) is replaced by WNN. Secondl… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1
1

Citation Types

0
2
0

Year Published

2020
2020
2024
2024

Publication Types

Select...
5
1

Relationship

0
6

Authors

Journals

citations
Cited by 8 publications
(2 citation statements)
references
References 27 publications
(33 reference statements)
0
2
0
Order By: Relevance
“…e complexity of the neural network is determined by the number of original layers and the number of hidden units in each layer [13].…”
Section: Determination Of Network Structurementioning
confidence: 99%
“…e complexity of the neural network is determined by the number of original layers and the number of hidden units in each layer [13].…”
Section: Determination Of Network Structurementioning
confidence: 99%
“…An intelligent PID controller that utilized the estimation of nonlinear system and PID control together was proposed. [9][10][11] The adaptive controller was proposed using time-varying parameter adaptation of the vehicle dynamics model. 12,13 These studies assumed that the unknown disturbances were not significant.…”
Section: Introductionmentioning
confidence: 99%