Model predictive control for residential energy resources using a mixed-logical dynamic model

Model predictive control for residential energy resources using a mixed-logical dynamic model

Negenborn, R.R.
Houwing, M.
De Schutter, B.
Hellendoorn, J.

Mechanical, Maritime and Materials Engineering

Delft Center for Systems and Control

2009-03-01

With the increase in the number of distributed energy resources and the amount of intelligence in electricity infrastructures, the possibilities for minimizing costs of household energy consumption increase. Household systems are hybrid systems, in the sense that they exhibit both continuous and discrete dynamics. In this paper the mixed-logical dynamic framework is used to construct a dynamic model of a household system equipped with distributed energy resources. A model predictive controller (MPC) is then proposed that uses the mixed-logical dynamic model to control the energy flows inside the household. In simulation studies we assess the performance of the proposed controller, and we illustrate how additional profits can be obtained by increasing the decision freedom of the controller.

http://resolver.tudelft.nl/uuid:ca42131c-e091-48a2-a79f-d88f6e5e4055

https://doi.org/10.1109/ICNSC.2009.4919363

IEEE

9781424434916

Proceedings of the 2009 IEEE International Conference on Networkin, Sensing and Control, ICNSC 2009, 26-29 March 2009, Okayama, Japan

Institutional Repository

conference paper

(c) 2009 The Author(s)
IEEE