Comparison Between Conventional PID Controller and Neural Network PID Controller Based on DC Motor Speed Control

DC motor is a multivariable, strong coupling and nonlinear controlled system, and is difficult to setting up the accurate mathematical model. So, it cannot achieve good control effect using traditional PID control method. To tackle this problem ANN based PID controller is proposed in this paper. The objective here is to compare the response of DC motor controlled by two different PID controllers.

Authors

Institutions

Publication Details

Journal
KEC Journal of Science and Engineering
Published
2024-09-02
DOI
https://doi.org/10.3126/kjse.v8i1.69264
Primary Topic
Advanced Algorithms and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparison Between Conventional PID Controller and Neural Network PID Controller Based on DC Motor Speed Control

Madan Sapkota, Manoj Raj Dhungana, Sunil Karki, Subhamyu Mani Nepal et al.
KEC Journal of Science and Engineering
Advanced Algorithms and Applications
article

Comparison Between Conventional PID Controller and Neural Network PID Controller Based on DC Motor Speed Control

Madan Sapkota, Manoj Raj Dhungana, Sunil Karki, Subhamyu Mani Nepal, Nischal Shrestha
article en

Abstract

DC motor is a multivariable, strong coupling and nonlinear controlled system, and is difficult to setting up the accurate mathematical model. So, it cannot achieve good control effect using traditional PID control method. To tackle this problem ANN based PID controller is proposed in this paper. The objective here is to compare the response of DC motor controlled by two different PID controllers.

KEC Journal of Science and EngineeringVol. 8(1)
Kathmandu College of Management (NP), Kathmandu Medical College Teaching Hospital (NP)
Affordable and clean energy
Openalex Percentile: Top 85%
Advanced Algorithms and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.