Publication detail

A Heuristic Algorithm to Compute Multimodal Criterial Function Weights for Demand Management in Residential Areas

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

Original Title

A Heuristic Algorithm to Compute Multimodal Criterial Function Weights for Demand Management in Residential Areas

Type

journal article in Web of Science

Language

English

Original Abstract

We present the conceptual design of a collective control scheme for appliances within a smart home. Based on the relevant energy acquisition procedures, three appliance groups are defined, modeled, and completed with an energy storage as well as a generator using renewable sources. At the following stage, a mixed quadratic optimization problem is presented, with the solution consisting in a time plan to regulate the operation of the individual devices. Importantly, the paper also proposes a heuristic algorithm securing consistent functionality of the computational process even despite the varying input and user conditions given in the receding horizon.

Keywords

demand response; building energy manager; quadratic optimization; thermal model; smart appliances

Authors

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

Released

20. 7. 2017

Publisher

MDPI

Location

Basel, Switzerland

ISBN

1996-1073

Periodical

ENERGIES

Year of study

10

Number

7

State

Swiss Confederation

Pages from

1

Pages to

28

Pages count

28

URL

https://www.mdpi.com/1996-1073/10/7/1049

Full text in the Digital Library

http://hdl.handle.net/11012/69246

BibTex

@article{BUT137925,
  author="Václav {Kaczmarczyk} and Petr {Fiedler} and Zdeněk {Bradáč}",
  title="A Heuristic Algorithm to Compute Multimodal Criterial Function Weights for Demand Management in Residential Areas",
  journal="ENERGIES",
  year="2017",
  volume="10",
  number="7",
  pages="1--28",
  doi="10.3390/en10071049",
  issn="1996-1073",
  url="https://www.mdpi.com/1996-1073/10/7/1049"
}