Publication result 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

English Title

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

Type

WoS Article

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.

English 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

Key words in English

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

Authors

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

RIV year

2018

Released

20.07.2017

Publisher

MDPI

Location

Basel, Switzerland

ISBN

1996-1073

Periodical

Energies

Volume

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",
  url="https://www.mdpi.com/1996-1073/10/7/1049"
}

Documents

energies-10-01049-v2