Publication detail

Thermostatically controlled appliances in the Home Area Network model

KACZMARCZYK, V. FIEDLER, P. BRADÁČ, Z.

Original Title

Thermostatically controlled appliances in the Home Area Network model

English Title

Thermostatically controlled appliances in the Home Area Network model

Type

conference paper

Language

en

Original Abstract

This article presents our work in the field of residential electric energy optimization. We show how to mathematically describe the functionality of thermostatically controlled appliances within the smart home, the end user preferences and other properties. The resulting Mixed Integer Quadratic Problem solution then leads to the optimal schedule of the group of appliances. We further deal with the multiple time-scales control and show several results.

English abstract

This article presents our work in the field of residential electric energy optimization. We show how to mathematically describe the functionality of thermostatically controlled appliances within the smart home, the end user preferences and other properties. The resulting Mixed Integer Quadratic Problem solution then leads to the optimal schedule of the group of appliances. We further deal with the multiple time-scales control and show several results.

Keywords

Smart Appliances, Smart Building, MIQP, Quadratic Programming, Model Predictive Control

Released

05.10.2016

Location

Brno

ISBN

2405-8963

Periodical

IFAC-PapersOnLine (ELSEVIER)

Year of study

2016

Number

14

State

NL

Pages from

251

Pages to

257

Pages count

7

Documents

BibTex


@inproceedings{BUT127445,
  author="Václav {Kaczmarczyk} and Petr {Fiedler} and Zdeněk {Bradáč}",
  title="Thermostatically controlled appliances in the Home Area Network model",
  annote="This article presents our work in the field of residential electric energy optimization. We show how to mathematically describe the functionality of thermostatically controlled appliances within the smart home, the end user preferences and other properties. The resulting Mixed Integer Quadratic Problem solution then leads to the optimal schedule of the group of appliances. We further deal with the multiple time-scales control and show several results.",
  booktitle="Proceedings on 14h IFAC Conference on Programmable Devices and Embedded Systems PDES 2016",
  chapter="127445",
  doi="10.1016/j.ifacol.2016.12.042",
  howpublished="online",
  number="14",
  year="2016",
  month="october",
  pages="251--257",
  type="conference paper"
}