Search Results for author: Sarupa Debnath

Found 3 papers, 0 papers with code

Performance triggered adaptive model reduction for soil moisture estimation in precision irrigation

no code implementations1 Apr 2024 Sarupa Debnath, Bernard T. Agyeman, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu

Soil moisture estimation based on limited soil moisture sensors is crucial for obtaining comprehensive soil moisture information when dealing with large-scale agricultural fields.

Soil moisture estimation

Knowledge-based optimal irrigation scheduling of agro-hydrological systems

no code implementations12 Dec 2021 Soumya R. Sahoo, Bernard T. Agyeman, Sarupa Debnath, Jinfeng Liu

The typical agricultural irrigation scheduler provides information on how much to irrigate and when to irrigate.

Model Predictive Control Scheduling

Subsystem decomposition and state estimation of nonlinear processes with implicit time-scale multiplicity

no code implementations1 Oct 2021 Sarupa Debnath, Soumya Ranjan Sahoo, Benjamin Decardi-Nelson, Jinfeng Liu

In this work, we propose a subsystem decomposition approach and a distributed estimation scheme for a class of implicit two-time-scale nonlinear systems.

Chemical Process

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