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eess.SY2026
Data Center Chiller Plant Optimization via Mixed-Integer Nonlinear Differentiable Predictive Control
Ján Boldocký, Cary Faulkner, Elad Michael +3
We present a computationally tractable framework for real-time predictive control of multi-chiller plants that involve both discrete and continuous control decisions coupled throug…
eess.SY2025
Learning to Solve Parametric Mixed-Integer Optimal Control Problems via Differentiable Predictive Control
Ján Boldocký, Shahriar Dadras Javan, Martin Gulan +2
We propose a novel approach to solving input- and state-constrained parametric mixed-integer optimal control problems using Differentiable Predictive Control (DPC). Our approach fo…