Automatic Steering Control Algorithm Based on Compound Fuzzy PID for Rice Transplanter

In order to realize automatic steering controls of rice transplanters in paddy fields, an automatic steering control algorithm is essential. In this study, combining the fuzzy control with the proportional-integral-derivative (PID) control and the kinematics model, a compound fuzzy PID controller wa...

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Main Authors: Junnan Yin, Dequan Zhu, Juan Liao, Guangyue Zhu, Yao Wang, Shun Zhang
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/9/13/2666
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spelling doaj-b964ca30af3040a9b4b097c95d34cd1a2020-11-25T00:11:29ZengMDPI AGApplied Sciences2076-34172019-06-01913266610.3390/app9132666app9132666Automatic Steering Control Algorithm Based on Compound Fuzzy PID for Rice TransplanterJunnan Yin0Dequan Zhu1Juan Liao2Guangyue Zhu3Yao Wang4Shun Zhang5College of Engineering, Anhui Agricultural University, Hefei 230036, ChinaCollege of Engineering, Anhui Agricultural University, Hefei 230036, ChinaCollege of Engineering, Anhui Agricultural University, Hefei 230036, ChinaCollege of Engineering, Anhui Agricultural University, Hefei 230036, ChinaCollege of Engineering, Anhui Agricultural University, Hefei 230036, ChinaCollege of Engineering, Anhui Agricultural University, Hefei 230036, ChinaIn order to realize automatic steering controls of rice transplanters in paddy fields, an automatic steering control algorithm is essential. In this study, combining the fuzzy control with the proportional-integral-derivative (PID) control and the kinematics model, a compound fuzzy PID controller was proposed to adjust the real time data of the PID parameters for the automatic steering control. The Kubota SPU-68C rice transplanter was then modified with the new controller. Next, an automatic steering control experimental with the modified transplanter was carried out under two conditions of linear tracking and headland turning in verifying the automatic steering effect of the transplanter in different steering angle situations. The results showed that the deviation with the new controller and the modified transplanter was acceptable, with maximum deviation in linear tracking of 7.5 cm, the maximum headland turning a deviation of 11.5 cm, and the average a deviation of less than 5 cm. In conclusion, within the allowable deviation range of the field operation of the rice transplanter, the proposed algorithm successfully realized automatic steering controls of the transplanter under different steering angles.https://www.mdpi.com/2076-3417/9/13/2666rice transplanterautomatic steeringpure pursuit modelcompound fuzzy PID
collection DOAJ
language English
format Article
sources DOAJ
author Junnan Yin
Dequan Zhu
Juan Liao
Guangyue Zhu
Yao Wang
Shun Zhang
spellingShingle Junnan Yin
Dequan Zhu
Juan Liao
Guangyue Zhu
Yao Wang
Shun Zhang
Automatic Steering Control Algorithm Based on Compound Fuzzy PID for Rice Transplanter
Applied Sciences
rice transplanter
automatic steering
pure pursuit model
compound fuzzy PID
author_facet Junnan Yin
Dequan Zhu
Juan Liao
Guangyue Zhu
Yao Wang
Shun Zhang
author_sort Junnan Yin
title Automatic Steering Control Algorithm Based on Compound Fuzzy PID for Rice Transplanter
title_short Automatic Steering Control Algorithm Based on Compound Fuzzy PID for Rice Transplanter
title_full Automatic Steering Control Algorithm Based on Compound Fuzzy PID for Rice Transplanter
title_fullStr Automatic Steering Control Algorithm Based on Compound Fuzzy PID for Rice Transplanter
title_full_unstemmed Automatic Steering Control Algorithm Based on Compound Fuzzy PID for Rice Transplanter
title_sort automatic steering control algorithm based on compound fuzzy pid for rice transplanter
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2019-06-01
description In order to realize automatic steering controls of rice transplanters in paddy fields, an automatic steering control algorithm is essential. In this study, combining the fuzzy control with the proportional-integral-derivative (PID) control and the kinematics model, a compound fuzzy PID controller was proposed to adjust the real time data of the PID parameters for the automatic steering control. The Kubota SPU-68C rice transplanter was then modified with the new controller. Next, an automatic steering control experimental with the modified transplanter was carried out under two conditions of linear tracking and headland turning in verifying the automatic steering effect of the transplanter in different steering angle situations. The results showed that the deviation with the new controller and the modified transplanter was acceptable, with maximum deviation in linear tracking of 7.5 cm, the maximum headland turning a deviation of 11.5 cm, and the average a deviation of less than 5 cm. In conclusion, within the allowable deviation range of the field operation of the rice transplanter, the proposed algorithm successfully realized automatic steering controls of the transplanter under different steering angles.
topic rice transplanter
automatic steering
pure pursuit model
compound fuzzy PID
url https://www.mdpi.com/2076-3417/9/13/2666
work_keys_str_mv AT junnanyin automaticsteeringcontrolalgorithmbasedoncompoundfuzzypidforricetransplanter
AT dequanzhu automaticsteeringcontrolalgorithmbasedoncompoundfuzzypidforricetransplanter
AT juanliao automaticsteeringcontrolalgorithmbasedoncompoundfuzzypidforricetransplanter
AT guangyuezhu automaticsteeringcontrolalgorithmbasedoncompoundfuzzypidforricetransplanter
AT yaowang automaticsteeringcontrolalgorithmbasedoncompoundfuzzypidforricetransplanter
AT shunzhang automaticsteeringcontrolalgorithmbasedoncompoundfuzzypidforricetransplanter
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