Skip to main content
eScholarship
Open Access Publications from the University of California

Model Predictive Control with Signal Temporal Logic Specifications

  • Author(s): Raman, Vasumathi
  • Donzé, Alexandre
  • Maasoumy, Mehdi
  • Murray, Richard M
  • Sangiovanni-Vincentelli, Alberto
  • Seshia, Sanjit A
  • et al.
Abstract

We present a mathematical programming-based method for model predictive control of discrete-time cyberphysical systems subject to signal temporal logic (STL) specifications. We describe the use of STL to specify a wide range of properties of these systems, including safety, response and bounded liveness. For synthesis, we encode STL specifications as mixed integer-linear constraints on the system variables in the optimization problem at each step of a model predictive control framework. We present experimental results for controller synthesis for building energy and climate control.

Main Content
Current View