Energy Consumption Modeling for Specific Washing Programs of Horizontal Washing Machine using System Identification

Yongki Yoon, Sibel Malkoş

2021

Abstract

This paper presents the application of an energy consumption modeling technique using a system identification method regarding the washing program settings for a horizontal washing machine. The observer/Kalman filter identification/eigensystem realization algorithm (OKID/ERA) method is employed to identify the linear discrete state-space model by choosing the system order computed by the significant singular values. The identified model is used as an estimator to figure out the energy consumption level for washing programs with the full loading condition, and results show the feasibility of the method in energy consumption modeling.

Paper Citation

in Harvard Style

Yoon Y. and Malkoş S. (2021). Energy Consumption Modeling for Specific Washing Programs of Horizontal Washing Machine using System Identification. In Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-758-522-7, pages 721-727. DOI: 10.5220/0010511407210727

in Bibtex Style

@conference{icinco21,
author={Yongki Yoon and Sibel Malkoş},
title={Energy Consumption Modeling for Specific Washing Programs of Horizontal Washing Machine using System Identification},
booktitle={Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2021},
pages={721-727},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010511407210727},
isbn={978-989-758-522-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - Energy Consumption Modeling for Specific Washing Programs of Horizontal Washing Machine using System Identification
SN - 978-989-758-522-7
AU - Yoon Y.
AU - Malkoş S.
PY - 2021
SP - 721
EP - 727
DO - 10.5220/0010511407210727