User profiles for A. Bemporad

Alberto Bemporad

Professor of Control Systems, IMT Lucca, Italy
Verified email at imtlucca.it
Cited by 42540

[HTML][HTML] Model predictive control (MPC) for enhancing building and HVAC system energy efficiency: Problem formulation, applications and opportunities

…, M Fiorentini, A Capozzoli, D Bernardini, A Bemporad - Energies, 2018 - mdpi.com
In the last few years, the application of Model Predictive Control (MPC) for energy management
in buildings has received significant attention from the research community. MPC is …

Model predictive control design: New trends and tools

A Bemporad - Proceedings of the 45th IEEE Conference on …, 2006 - ieeexplore.ieee.org
Model-based design is well recognized in industry as a systematic approach to the development,
evaluation, and implementation of feedback controllers. Model predictive control (MPC) …

Control of systems integrating logic, dynamics, and constraints

A Bemporad, M Morari - Automatica, 1999 - Elsevier
This paper proposes a framework for modeling and controlling systems described by
interdependent physical laws, logic rules, and operating constraints, denoted as mixed logical …

[PDF][PDF] Model predictive control based on linear programming~ the explicit solution

A Bemporad, F Borrelli, M Morari - IEEE transactions on automatic …, 2002 - academia.edu
For discrete-time linear time-invariant systems with constraints on inputs and states, we
describe a method to determine explicitly, as a function of the initial state, the solution to optimal …

The explicit linear quadratic regulator for constrained systems

A Bemporad, M Morari, V Dua, EN Pistikopoulos - Automatica, 2002 - Elsevier
For discrete-time linear time invariant systems with constraints on inputs and states, we
develop an algorithm to determine explicitly, the state feedback control law which minimizes a …

OSQP: An operator splitting solver for quadratic programs

B Stellato, G Banjac, P Goulart, A Bemporad… - Mathematical …, 2020 - Springer
We present a general-purpose solver for convex quadratic programs based on the
alternating direction method of multipliers, employing a novel operator splitting technique that …

An algorithm for multi-parametric quadratic programming and explicit MPC solutions

P Tøndel, TA Johansen, A Bemporad - Automatica, 2003 - Elsevier
Explicit solutions to constrained linear model predictive control problems can be obtained
by solving multi-parametric quadratic programs (mp-QP) where the parameters are the …

[BOOK][B] Predictive control for linear and hybrid systems

F Borrelli, A Bemporad, M Morari - 2017 - books.google.com
Model Predictive Control (MPC), the dominant advanced control approach in industry over
the past twenty-five years, is presented comprehensively in this unique book. With a simple, …

Equivalence of hybrid dynamical models

WPMH Heemels, B De Schutter, A Bemporad - Automatica, 2001 - Elsevier
This paper establishes equivalences among five classes of hybrid systems: mixed logical
dynamical (MLD) systems, linear complementarity (LC) systems, extended linear …

Decentralized model predictive control

A Bemporad, D Barcelli - Networked control systems, 2010 - Springer
Decentralized and distributed model predictive control (DMPC) addresses the problem of
controlling a multivariable dynamical process, composed by several interacting subsystems …