Economic model predictive control for building HVAC system: A comparative analysis of model-based and data-driven approaches using the BOPTEST Framework

SciPy 1.0: fundamental algorithms for scientific computing in Python

Nature Methods · 2020 · 37.9K citations · Full text

Computing, Computer Science, Algorithms +5

On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming

Andreas Wächter, Lorenz T. Biegler · Mathematical Programming · 2005 · 9.4K citations

Natural Sciences, Computer Science, Algorithms +9

CasADi: a software framework for nonlinear optimization and optimal control

Joel A.E. Andersson, Joris Gillis, Greg Horn et al. · Mathematical Programming Computation · 2018 · 3.7K citations · Full text

Natural Sciences, Systems Engineering, Optimization +14

Robust model predictive control of constrained linear systems with bounded disturbances

D.Q. Mayne, María M. Serón, Saša V. Raković · Automatica · 2004 · 1.6K citations

Engineering, Mathematics, Process Control +12

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

Frauke Oldewurtel, Alessandra Parisio, Colin N. Jones et al. · Energy and Buildings · 2011 · 1.2K citations · Full text

Architecture, Architectural Engineering, Building Science +17