2 citations · 7 across the 6 of their papers we have counts for
3 papers · 1 filter
Adaptive model reduction and state estimation of agro-hydrological systems
Soumya R. Sahoo, Jinfeng Liu
Closed-loop irrigation can deliver a promising solution for precision irrigation. The accurate soil moisture (state) estimation is critical in implementing the closed-loop irrigati…
Knowledge-based optimal irrigation scheduling of agro-hydrological systems
Soumya R. Sahoo, Bernard T. Agyeman, Sarupa Debnath +1
The typical agricultural irrigation scheduler provides information on how much to irrigate and when to irrigate. The accurate and effective scheduler decision for a large agricultu…
LSTM-based model predictive control with discrete inputs for irrigation scheduling
Bernard T. Agyeman, Soumya R. Sahoo, Jinfeng Liu +1
The development of well-devised irrigation scheduling methods is desirable from the perspectives of plant quality and water conservation. In this article, a model predictive contro…