Toward data-driven predictive control of multi-energy distribution systems

Use of model predictive control and weather forecasts for energy efficient building climate control

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A note on persistency of excitation

Jan C. Willems, Paolo Rapisarda, Ivan Markovsky et al. · Systems & Control Letters · 2004 · 1K citations

Natural Sciences, Biophysics, Physics +10

All you need to know about model predictive control for buildings

Ján Drgoňa, Javier Arroyo, Iago Cupeiro Figueroa et al. · Annual Reviews in Control · 2020 · 873 citations · Full text

Architecture, Architectural Engineering, Building Science +17

Data-driven simulation and control

Ivan Markovsky, Paolo Rapisarda · International Journal of Control · 2008 · 315 citations

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Model-predictive control and reinforcement learning in multi-energy system case studies

Glenn Ceusters · VUBIR (Vrije Universiteit Brussel) · 2021 · 121 citations

Engineering, Systems Engineering, Energy Management +15