Flight Controller Design for Altitude Control of a Quadcopter using PID and Fuzzy Methods

F. Isdaryani, Muhammad Nauval Shidiq, Yoshiadi Wicaksono, N. Basjaruddin
{"title":"Flight Controller Design for Altitude Control of a Quadcopter using PID and Fuzzy Methods","authors":"F. Isdaryani, Muhammad Nauval Shidiq, Yoshiadi Wicaksono, N. Basjaruddin","doi":"10.31544/jtera.v7.i2.2022.251-258","DOIUrl":null,"url":null,"abstract":"A quadcopter can be manually controlled or can be autonomous. Therefore, a control system is needed to support the quadcopter's movement. PID and fuzzy control are used in this research to adjust the quadcopter's altitude position. The control system proposed in this research is to keep the quadcopter at a certain altitude. The control system design uses a PID controller, where the control parameters are obtained using the Ziegler-Nichols 2 tuning method. Ziegler-Nichols 2 tuning method is used to obtain the parameters Kp, Ti, and Td. PID control tuning becomes a reference for fuzzy control design in determining input and output membership functions and the rules. Also, in this study, the flight controller board design is proposed. The experiment results show that the PID control has a faster rise time of 0.2 seconds, a better maximum overshoot of 1.56%, a quicker settling time of 1.69 seconds, and a steady-state error of 0% compared to the fuzzy control. The result shows that the use of PID control is more suitable for proposed quadcopter plants because it requires a fast output response. ","PeriodicalId":17680,"journal":{"name":"JTERA (Jurnal Teknologi Rekayasa)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"JTERA (Jurnal Teknologi Rekayasa)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.31544/jtera.v7.i2.2022.251-258","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

A quadcopter can be manually controlled or can be autonomous. Therefore, a control system is needed to support the quadcopter's movement. PID and fuzzy control are used in this research to adjust the quadcopter's altitude position. The control system proposed in this research is to keep the quadcopter at a certain altitude. The control system design uses a PID controller, where the control parameters are obtained using the Ziegler-Nichols 2 tuning method. Ziegler-Nichols 2 tuning method is used to obtain the parameters Kp, Ti, and Td. PID control tuning becomes a reference for fuzzy control design in determining input and output membership functions and the rules. Also, in this study, the flight controller board design is proposed. The experiment results show that the PID control has a faster rise time of 0.2 seconds, a better maximum overshoot of 1.56%, a quicker settling time of 1.69 seconds, and a steady-state error of 0% compared to the fuzzy control. The result shows that the use of PID control is more suitable for proposed quadcopter plants because it requires a fast output response. 
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于PID和模糊方法的四轴飞行器高度控制控制器设计
四轴飞行器可以手动控制,也可以自动控制。因此,需要一个控制系统来支持四轴飞行器的运动。本研究采用PID和模糊控制对四轴飞行器的高度位置进行调节。本研究提出的控制系统是使四轴飞行器保持在一定的高度。控制系统设计采用PID控制器,其中控制参数采用Ziegler-Nichols 2整定法获得。采用Ziegler-Nichols 2调谐法获得参数Kp、Ti和Td。PID控制整定为模糊控制设计确定输入输出隶属函数和规则提供了参考。此外,本研究还提出了飞行控制板的设计。实验结果表明,与模糊控制相比,PID控制的上升时间快0.2秒,最大超调量好1.56%,稳定时间快1.69秒,稳态误差为0%。结果表明,由于需要快速的输出响应,PID控制更适合于所提出的四轴飞行器控制系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Implementasi Application Programmable Interface pada Sistem Manajemen Jaringan Berbasis Website Sistem Keamanan Gerbang Parkir Menggunakan Algoritma YOLO (You Only Look Once) dan Face Recognition Kendali Suhu Air Dengan Pengendali PI Menggunakan Metode Ziegler-Nichols I, Chien Servo I, dan Chien Regulator I Pengaruh Modulation Coding Scheme Terhadap Cakupan dan Kualitas Level Sinyal pada Jaringan 4G LTE Level Optimum Hyperparameter Tuning Epoch dalam Klasifikasi Citra Bencana Kebakaran
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1