A preliminary model for optimal control of moisture content in unsaturated soils
Marco Berardi, Fabio V. Difonzo, Roberto Guglielmi

TL;DR
This paper introduces an optimal control model for irrigation that minimizes water use and maximizes plant water uptake in unsaturated soils, supported by numerical simulations demonstrating its potential effectiveness.
Contribution
It develops the first-order optimality conditions for controlling moisture in soils via Richards' equation within an irrigation context, providing a new framework for efficient water management.
Findings
Model supports optimized irrigation strategies
Numerical simulations validate the analytical approach
Framework addresses water scarcity in agriculture
Abstract
In this paper we introduce an optimal control approach to Richards' equation in an irrigation framework, aimed at minimizing water consumption while maximizing root water uptake. We first describe the physics of the nonlinear model under consideration, and then develop the first-order necessary optimality conditions of the associated boundary control problem. We show that our model provides a promising framework to support optimized irrigation strategies, thus facing water scarcity in irrigation. The characterization of the optimal control in terms of a suitable relation with the adjoint state of the optimality conditions is then used to develop numerical simulations on different hydrological settings, that supports the analytical findings of the paper.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsSoil and Unsaturated Flow · Groundwater flow and contamination studies · Numerical methods for differential equations
