Detail publikace

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

Originální název

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

Anglický název

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

Jazyk

en

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.

Anglický 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.

Plný text v Digitální knihovně

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",
  annote="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.",
  address="MDPI",
  chapter="137925",
  doi="10.3390/en10071049",
  howpublished="online",
  institution="MDPI",
  number="7",
  volume="10",
  year="2017",
  month="july",
  pages="1--28",
  publisher="MDPI",
  type="journal article in Web of Science"
}