Publication result detail

Optimal Scheduling of Domestic Appliances via MILP

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

Original Title

Optimal Scheduling of Domestic Appliances via MILP

English Title

Optimal Scheduling of Domestic Appliances via MILP

Type

WoS Article

Original Abstract

This paper analyzes a consumption scheduling mechanism for domestic appliances within a home area network. The aim of the proposed scheduling is to minimize the total energy price paid by the consumer and to reduce power peaks in order to achieve a balanced daily load schedule. An exact and computationally efficient mixed-integer linear programming (MILP) formulation of the problem is presented. This model is verified by several problem instances. Realistic scenarios based on the real price tariffs commercially available in the Czech Republic are calculated. The results obtained by solving the optimization problem are compared with a simulation of the ripple control service currently used by many domestic consumers in the Czech Republic

English abstract

This paper analyzes a consumption scheduling mechanism for domestic appliances within a home area network. The aim of the proposed scheduling is to minimize the total energy price paid by the consumer and to reduce power peaks in order to achieve a balanced daily load schedule. An exact and computationally efficient mixed-integer linear programming (MILP) formulation of the problem is presented. This model is verified by several problem instances. Realistic scenarios based on the real price tariffs commercially available in the Czech Republic are calculated. The results obtained by solving the optimization problem are compared with a simulation of the ripple control service currently used by many domestic consumers in the Czech Republic

Keywords

optimal scheduling; mixed integer linear programming (MILP); ripple control; smart home; smart appliance

Key words in English

optimal scheduling; mixed integer linear programming (MILP); ripple control; smart home; smart appliance

Authors

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

RIV year

2016

Released

08.01.2015

Publisher

MDPI AG

Location

Basel, Switzerland

ISBN

1996-1073

Periodical

Energies

Volume

8

Number

1

State

Swiss Confederation

Pages from

217

Pages to

232

Pages count

16

URL

http://www.mdpi.com/1996-1073/8/1/217

Full text in the Digital Library

http://hdl.handle.net/11012/38114

BibTex

@article{BUT113250,
  author="Václav {Kaczmarczyk} and Petr {Fiedler} and Zdeněk {Bradáč}",
  title="Optimal Scheduling of Domestic Appliances via MILP",
  journal="Energies",
  year="2015",
  volume="8",
  number="1",
  pages="217--232",
  doi="10.3390/en8010217",
  url="http://www.mdpi.com/1996-1073/8/1/217"
}

Documents

energies-08-00217