Detail publikace

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

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

Originální název

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

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

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

Autoři

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

Vydáno

20. 7. 2017

Nakladatel

MDPI

Místo

Basel, Switzerland

ISSN

1996-1073

Periodikum

ENERGIES

Ročník

10

Číslo

7

Stát

Švýcarská konfederace

Strany od

1

Strany do

28

Strany počet

28

URL

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

Plný text v Digitální knihovně

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"
}