A Method for Precision Closed-loop Irrigation Using a Modified PID Control Algorithm

The benefits of closed-loop irrigation control have been demonstrated in grower trials which show the potential for improved crop yields and resource usage. Managing water use by controlling irrigation in response to soil moisture changes to meet crop water demands is a popular approach but requires...

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Main Authors: M. S. Goodchild, K. D. Kühn, M. D. Jenkins, K. J. Burek, A. J. Dutton
Format: Article
Language:English
Published: IFSA Publishing, S.L. 2015-05-01
Series:Sensors & Transducers
Subjects:
Online Access:http://www.sensorsportal.com/HTML/DIGEST/may_2015/Vol_188/P_2662.pdf
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spelling doaj-4e6c65ce739c4a31a81e8d43f84ec1dc2020-11-24T23:07:26ZengIFSA Publishing, S.L.Sensors & Transducers2306-85151726-54792015-05-0118856168A Method for Precision Closed-loop Irrigation Using a Modified PID Control Algorithm M. S. Goodchild0K. D. Kühn1M. D. Jenkins2K. J. Burek3A. J. Dutton4Delta-T Devices Ltd., 130 Low Road, Burwell, Cambridge, CB25 0EJ, UKDelta-T Devices Ltd., 130 Low Road, Burwell, Cambridge, CB25 0EJ, UKDelta-T Devices Ltd., 130 Low Road, Burwell, Cambridge, CB25 0EJ, UKDelta-T Devices Ltd., 130 Low Road, Burwell, Cambridge, CB25 0EJ, UKDelta-T Devices Ltd., 130 Low Road, Burwell, Cambridge, CB25 0EJ, UKThe benefits of closed-loop irrigation control have been demonstrated in grower trials which show the potential for improved crop yields and resource usage. Managing water use by controlling irrigation in response to soil moisture changes to meet crop water demands is a popular approach but requires knowledge of closed-loop control practice. In theory, to obtain precise closed- loop control of a system it is necessary to characterise every component in the control loop to derive the appropriate controller parameters, i.e. proportional, integral & derivative (PID) parameters in a classic PID controller. In practice this is often difficult to achieve. Empirical methods are employed to estimate the PID parameters by observing how the system performs under open-loop conditions. In this paper we present a modified PID controller, with a constrained integral function, that delivers excellent regulation of soil moisture by supplying the appropriate amount of water to meet the needs of the plant during the diurnal cycle. Furthermore, the modified PID controller responds quickly to changes in environmental conditions, including rainfall events which can result in: controller windup, under- watering and plant stress conditions. The experimental work successfully demonstrates the functionality of a constrained integral PID controller that delivers robust and precise irrigation control. Coir substrate strawberry growing trial data is also presented illustrating soil moisture control and the ability to match water deliver to solar radiation.http://www.sensorsportal.com/HTML/DIGEST/may_2015/Vol_188/P_2662.pdfControl theoryPrecision irrigationSoil moistureClosed-loop PID controlData logging.
collection DOAJ
language English
format Article
sources DOAJ
author M. S. Goodchild
K. D. Kühn
M. D. Jenkins
K. J. Burek
A. J. Dutton
spellingShingle M. S. Goodchild
K. D. Kühn
M. D. Jenkins
K. J. Burek
A. J. Dutton
A Method for Precision Closed-loop Irrigation Using a Modified PID Control Algorithm
Sensors & Transducers
Control theory
Precision irrigation
Soil moisture
Closed-loop PID control
Data logging.
author_facet M. S. Goodchild
K. D. Kühn
M. D. Jenkins
K. J. Burek
A. J. Dutton
author_sort M. S. Goodchild
title A Method for Precision Closed-loop Irrigation Using a Modified PID Control Algorithm
title_short A Method for Precision Closed-loop Irrigation Using a Modified PID Control Algorithm
title_full A Method for Precision Closed-loop Irrigation Using a Modified PID Control Algorithm
title_fullStr A Method for Precision Closed-loop Irrigation Using a Modified PID Control Algorithm
title_full_unstemmed A Method for Precision Closed-loop Irrigation Using a Modified PID Control Algorithm
title_sort method for precision closed-loop irrigation using a modified pid control algorithm
publisher IFSA Publishing, S.L.
series Sensors & Transducers
issn 2306-8515
1726-5479
publishDate 2015-05-01
description The benefits of closed-loop irrigation control have been demonstrated in grower trials which show the potential for improved crop yields and resource usage. Managing water use by controlling irrigation in response to soil moisture changes to meet crop water demands is a popular approach but requires knowledge of closed-loop control practice. In theory, to obtain precise closed- loop control of a system it is necessary to characterise every component in the control loop to derive the appropriate controller parameters, i.e. proportional, integral & derivative (PID) parameters in a classic PID controller. In practice this is often difficult to achieve. Empirical methods are employed to estimate the PID parameters by observing how the system performs under open-loop conditions. In this paper we present a modified PID controller, with a constrained integral function, that delivers excellent regulation of soil moisture by supplying the appropriate amount of water to meet the needs of the plant during the diurnal cycle. Furthermore, the modified PID controller responds quickly to changes in environmental conditions, including rainfall events which can result in: controller windup, under- watering and plant stress conditions. The experimental work successfully demonstrates the functionality of a constrained integral PID controller that delivers robust and precise irrigation control. Coir substrate strawberry growing trial data is also presented illustrating soil moisture control and the ability to match water deliver to solar radiation.
topic Control theory
Precision irrigation
Soil moisture
Closed-loop PID control
Data logging.
url http://www.sensorsportal.com/HTML/DIGEST/may_2015/Vol_188/P_2662.pdf
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